Next Article in Journal
Magnetic Particle Imaging: Current and Future Applications, Magnetic Nanoparticle Synthesis Methods and Safety Measures
Next Article in Special Issue
Apolipoprotein E4 Is Associated with Right Ventricular Dysfunction in Dilated Cardiomyopathy—An Animal and In-Human Comparative Study
Previous Article in Journal
Epigenetic Changes in Gestational Diabetes Mellitus
Previous Article in Special Issue
From Genetic Mutations to Molecular Basis of Heart Failure Treatment: An Overview of the Mechanism and Implication of the Novel Modulators for Cardiac Myosin
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Myocardial Tissue Characterization in Heart Failure with Preserved Ejection Fraction: From Histopathology and Cardiac Magnetic Resonance Findings to Therapeutic Targets

Department of Clinical, Internal, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Viale del Policlinico, 155, 00161 Rome, Italy
*
Author to whom correspondence should be addressed.
These Authors contributed equally.
Int. J. Mol. Sci. 2021, 22(14), 7650; https://doi.org/10.3390/ijms22147650
Submission received: 17 June 2021 / Revised: 13 July 2021 / Accepted: 16 July 2021 / Published: 17 July 2021
(This article belongs to the Special Issue Heart Failure: From Molecular Basis to Therapy 2.0)

Abstract

:
Heart failure with preserved ejection fraction (HFpEF) is a complex clinical syndrome responsible for high mortality and morbidity rates. It has an ever growing social and economic impact and a deeper knowledge of molecular and pathophysiological basis is essential for the ideal management of HFpEF patients. The association between HFpEF and traditional cardiovascular risk factors is known. However, myocardial alterations, as well as pathophysiological mechanisms involved are not completely defined. Under the definition of HFpEF there is a wide spectrum of different myocardial structural alterations. Myocardial hypertrophy and fibrosis, coronary microvascular dysfunction, oxidative stress and inflammation are only some of the main pathological detectable processes. Furthermore, there is a lack of effective pharmacological targets to improve HFpEF patients’ outcomes and risk factors control is the primary and unique approach to treat those patients. Myocardial tissue characterization, through invasive and non-invasive techniques, such as endomyocardial biopsy and cardiac magnetic resonance respectively, may represent the starting point to understand the genetic, molecular and pathophysiological mechanisms underlying this complex syndrome. The correlation between histopathological findings and imaging aspects may be the future challenge for the earlier and large-scale HFpEF diagnosis, in order to plan a specific and effective treatment able to modify the disease’s natural course.

1. Introduction

Heart failure with preserved ejection fraction (HFpEF) is a complex and multifaceted clinical syndrome. HFpEF percentage is between 22% and 73% of all heart failure (HF) cases [1,2,3,4] and it is increasing, in contrast to heart failure with reduced ejection (HFrEF) [5]. HFpEF patients are often female, aged, obese, hypertensive and with atrial fibrillation history [6]. It is a syndrome containing an heterogenous disease population, characterized by patients with valvular disease, hypertensive cardiopathy, amyloidosis, genetic cardiomyopathies. This heterogeneity accounts for the several structural myocardial and coronary alterations seen in HFpEF, which are partially unknown yet [7,8,9]. After one year from diagnosis, mortality in HFpEF is about 20–29% [10] and, after five years, about 50% of HFpEF patients die [10,11]. Compared to HFpEF, all-cause mortality is higher in HFrEF, although its incidence is decreasing [10,12]. Furthermore, in-hospital mortality, although initially slightly more frequent in the HFrEF group, after 2–3 months become equivalent in the two HF groups [10,13].
In HFpEF, the underlying myocardial alterations are incompletely defined. Myocardial histopathological alterations have been characterized through invasive methods, such as endomyocardial biopsy, but also cardiac magnetic resonance (CMR) or other imaging technique are able to identify them in a simpler and non-invasive way. However, the correlation between histopathological findings and imaging aspects is still a challenge for medicine. Myocardial fibrosis, cardiomyocytes hypertrophy, coronary microvascular dysfunction (CMD) and inflammation have been identified as major pathological processes that affect HFpEF myocardium. Although these mechanisms have been also identified in HFrEF, several observations highlight that their spatial and temporal onset and progression may differ between the two conditions. HFpEF hearts appear remodeled towards a hypertrophic shape, and not dilated as HFrEF, left atrial dilation is very frequent and most of HFpEF patients have evidence of diastolic dysfunction. In this regard, the advanced imaging techniques, and in particular the refined tissue characterization allowed by CMR is a very valid tool [14]. For an initial evaluation of suspected HFpEF patient, echocardiography is still the imaging of choice [15], but most of the parameters are load-dependent and do not always allow to detect diastolic dysfunction and, above all, to distinguish the various underlying causes [16]. With regard to increase in filling pressures, which is an HFpEF characteristic element, the gold standard remains the invasive catheterization, which allows the calculation of the constant tau and beta, to describe the first and last part of diastole respectively [17]. CMR overcomes the limits of echocardiography, allowing not only to evaluate dimension, wall thickness and function, but especially to describe the specific tissue composition, such as the presence of focal fibrosis, edema, fat, iron overload [18]. Over the last decade the introduction of Mapping techniques improved the ability to characterize the tissue and quantify the diffuse processes [19]. Both native myocardial T1 and extracellular volume fraction (ECV) have a proven correlation with histopathological data [20,21,22,23]. ECV shows a significant association with increased myocardial type 1 collagen deposition [24]. Native myocardial T1 is a composite signal from intracellular and extracellular component, while ECV quantify the extracellular space. ECV expresses the extracellular space percentage, and it is obtained from the difference between T1 times, before and after gadolinium administration corrected by the hematocrit.
Myocardial tissue characterization is a crucial aspect for the comprehension of HFpEF molecular basis, as well as pathophysiological aspects. Currently, there is no specific therapy for HFpEF and risk factors control is the primary and unique approach for HFpEF management and prevention [25]. T1 Mapping technique has been demonstrated to increase the ability to characterize the several possible etiologies of HFpEF [26,27,28].
The aim of this review is to provide an overview about the most recent findings about myocardial tissue characterization in HFpEF, through invasive and non-invasive methods, in order to allow a wide comprehension of HFpEF pathophysiological mechanisms and provide new therapeutic targets for its treatment.

2. The Pathophysiology of Heart Failure with Preserved Ejection Fraction

HF is a complex syndrome characterized by the inability of heart to guarantee an adequate blood output to peripheral organs or to provide it through cardiac filling pressure increase. The definition of HFpEF is clinical and coupled with the evidence of a left ventricular ejection fraction >50% [9].
Pathophysiology of HFpEF is less deciphered than HFrEF, since there are different underlying etiologies, pathways, phenotypes and comorbidities. From the pathophysiological point of view, in HFpEF, left ventricular concentric remodeling and/or hypertrophy have been observed [4,7,8]. HFpEF patients left ventricle shows high filling pressure and diastolic dysfunction. LV diastolic dysfunction is defined by the active phase of relaxation impairment, an increase in viscoelastic chamber stiffness (passive phase), or a combination of the two. Many histopathological mechanisms are the substrates of left ventricle stiffness, such as myocardial fibrosis, titin and other sarcomeric proteins alterations, sarcoplasmic calcium reuptake imbalance and cytoskeleton alterations during protodiastole (Figure 1). Three interconnected heart compartments are involved in HFpEF pathophysiology: coronary microcirculation, myocardium and extracellular space. Depending on the prevalence of microvascular dysfunction or excessive and abnormal collagen deposition, two main different HFpEF patterns could be outlined: (1) an HFpEF pattern with impaired passive phase of diastolic function, caused by altered quantity and quality of interstitial collagen, but with normal microcirculation and (2) an HFpEF pattern with impaired active phase of diastolic function, induced by structural and functional microvascular alteration, with secondary interstitium involvement (Figure 1). In HFpEF hearts, only an elevated left atrium- left ventricle gradient allows ventricular filling, and it associates with increased atrium pressure [4,7,8]. Increased left ventricular filling pressure, as well as, left atrium hypertension are associated with pulmonary hypertension and right ventricle dysfunction, which has a significant impact on prognosis and outcomes [10]. Consequently, left ventricle filling become more dependent on left atrium contraction, but progressive left atrium dysfunction and atrial fibrillation further worsen left ventricle filling and pulmonary hypertension. Right ventricle pressure overload and dysfunction determine systemic venous congestion and, therefore, renal impairment, oedema, hepatic and intestinal congestion. On the other hand, according to the interdependence ventricular principle, the right ventricle pressure overload and dysfunction worsen left ventricle filling, triggering a vicious circle which determines HFpEF progression [4,7,8]. In addition, systolic function is compromised in HFpEF, despite ejection fraction is normal and, in fact, ejection fraction is not always related with symptoms and clinical findings, in patients with HF [29,30,31,32,33,34]. HFpEF related systolic dysfunction is characterized by a prevalent left ventricular longitudinal shortening involvement, as confirmed by CMR feature tracking [35,36]. Systolic function is actually closely related to the diastolic, because during the systolic phase, the myocardium accumulates energy that allows a satisfying relaxation, during the diastolic phase [35]. Then, if the longitudinal systolic function is reduced, also diastolic dysfunction will be affected. Ito et al. confirmed the close relationship between the relaxation constant tau and the value of global longitudinal strain (GLS), allowing a reliable and realistic diastolic function estimation, through a systolic parameter [36]. Moreover, reduced stroke volume and cardiac output, as well as chronotropic incompetence have been also observed [4,7,8]. These findings mainly occur under stress condition. For this reason, HFpEF related systolic dysfunction is emphasized during physical exercise, remaining often normal at rest. Finally, cardiac output reduction is also due to ventricle-arterial coupling imbalance, determined by increased vascular stiffness and endothelial dysfunction [7,8].

2.1. Heart Failure with Preserved Ejection Fraction and Myocardial Morphological Alterations: Cellular and Interstitial Involvement

Myocardial fibrosis is characterized by extracellular matrix components storage. Myocardial fibrosis is a specific histopathological process related to myocardial remodeling and it is closely associated with HF. This histopathological mechanism underpins many genetic, epigenetic and molecular abnormalities, such as excessive extracellular matrix production, post-translational collagen cross linking abnormalities, as well as matrix metalloproteinases dysregulation [7,8,37]. Myocardial fibrosis extent is also influenced by gender and race differences and cardiovascular risk factors prevalence. In this regard, it is mainly seen in African American more than Caucasian and in female more than male gender, due to high prevalence of hypertension, kidney disease and diabetes in these population [38,39,40].
From the clinical point of view, the myocardial fibrosis spatial distribution and temporal onset may play a prognostic role, being involved in systolic and diastolic dysfunction, as well as arrythmias [37,38,39,40,41,42]. In HF patients, the myocardial fibrosis may vary in term of spread and entity, defining a personalized and specific fibrosis distribution pattern. For example, reparative fibrosis occurs after myocardial infarction and it constitutes the scar, which is localized in a myocardial region according with the occluded coronary artery. It has mechanic and conservative properties because fibrotic tissue stabilizes a locus minoris resistentiae developed in the infarct area. On the other hand, reactive fibrosis is more associated with non-ischemic myocardial involvement, in condition of pressure overload [37]. Specifically, in HFrEF myocardial fibrosis is characterized by reparative and localized fibrosis in scar area, while HFpEF is characterized by reactive, diffuse and perivascular fibrosis [43,44,45]. Reparative fibrosis is characterized by cardiomyocytes replacement, as it happens in myocardial infarction, while the reactive fibrosis is characterized by increased interstitium collagen deposition [46]. Both focal and diffuse fibrosis are present in HFpEF, but the latter is prevalent. Focal fibrosis, both ischemic and non-ischemic, is well visualized by the late gadolinium enhancement (LGE) technique [19] Specifically, in HFpEF patients, Kanagala et al. identified that half population had LGE with the non-ischemic being the prevalent form [47]. Not only the diffuse fibrosis degree, calculated by ECV, but also the collagen and the crosslinking type affect the diastolic dysfunction [24,48]. Su et al. found higher ECV in HFrEF than in HFpEF group [46]. However, in HFrEF, ECV was not related to ventricular dysfunction because the main HF cause was a scarring fibrosis.
Considering the hemodynamic and clinical impact of myocardial fibrosis, several aspects should be related with the increasing left ventricular filling pressure, worse diastolic function and hospitalization, in HFpEF patients. In this regard, type 1 collagen production instead of type III collagen, a raise in collagen storage and cross linking have been observed [43,49,50,51]. In particular, collagen cross linking may be induced by advanced glycation products (AGEs) and lysyl oxidases overexpression, in patients with type 2 diabetes mellitus (T2DM) and diastolic dysfunction. In those patients, collagen quantity and cross linking related with diastolic dysfunction parameters identified through Tissue Doppler, at transthoracic echocardiography [43,49,52]. In case of pressure overload, extracellular matrix and collagen myocardial deposition have been observed. In this mechanism, the transforming growth factor beta (TGF-β) plays a crucial role. Myocardial strain, cellular stress, as well as endothelin-1 and angiotensin II are TGF-β activation promoters. TGF-β pathway is associated with p38, Ras homologous/Rho-associated protein kinase (Rho/ROCK), Smad 2/3, Galectin-3 and extracellular matrix grow factors activation. Moreover, several fibroblasts activation markers have been identified, such as fibroblasts activating protein (FAP) and Periostin [53]. ECV has a strong correlation with the collagen percentage found in endomyocardial biopsies [24,54] The extracellular component rise and fibrosis are the main cause of myocardial stiffness, detected by beta constant increase, as demonstrated by Rommel et al. [55].
Cardiac amyloidosis is one of the causes for HFpEF and its prevalence, in this population, is constantly increasing [56]. Transthyretin cardiac amyloidosis is characterized by extracellular insoluble transthyretin amyloid deposition [56]. Two types of insoluble transthyretin, variant or wild type, may constitute amyloid fibrils. Through non-invasive approaches, the prevalence of transthyretin amyloidosis in HFpEF patients is 13% [57]. Hahn et al. reported a prevalence of cardiac amyloidosis around 14% in a cohort of HFpEF patients and 50% of them could not be identified by screening criteria, suggesting that cardiac amyloidosis diagnosis can be underdiagnosed in patients with HFpEF [38]. Several clinical features were identified in patients with HFpEF and cardiac amyloidosis, such as lower body mass index (BMI), lower arterial blood pressure values, advanced age, high Troponin-I and N-terminal pro b-type natriuretic peptide (NT-proBNP) values, as well as raised left ventricular wall thickness [38]. However, the real prevalence of transthyretin amyloidosis should be higher, considering that about 25% of patients aged more than 80 years show myocardial wild-type transthyretin fibrils in autopsy studies [57,58]. The high prevalence of occult cardiac amyloid in general population was evaluated by Treibel et al. who demonstrated the presence of cardiac amyloid, in 6% of patients with more than 65 years who underwent surgery because of aortic stenosis. Moreover, cardiac amyloid presence in these patients was associated with worse prognosis [59]. CMR gave a great contribution allowing the identification of cardiac amyloid deposition through typical images with abnormal gadolinium kinetics, global subendocardial LGE characteristic distribution, increased ECV and high native T1 values [57,60]. The CMR pathological findings match with heart walls amyloid deposition found on biopsy [60]. Moreover, the transmural LGE pattern has also a determining role in distinguishing the transthyretin amyloid type, with a better prognosis, from the immunoglobulin light-chain amyloid type [61].
Reduced left ventricular compliance and relaxation are mainly due to myocardial fibrosis and increased myocardial stiffness induced titin post-translational modifications. Titin is a big size sarcomeric protein involved in myocardial stiffness. Titin is produced in two main isoforms: the longer N2BA and the shorter N2B. In HFpEF patients, the N2BA/N2B ratio is altered. Oxidative stress and reduced nitric oxide (NO) production, are associated with impaired nitric oxide/cyclic guanosine monophosphate/protein kinase G (NO/cGMP/PKG) pathway and N2B titin post-translational modification [51,62]. Moreover, an increased N2B isoform expression has been observed and it associates with increased myocardial stiffness [51,62,63].
Microtubules have a main role in the cardiomyocytes and myocardial compliance. In failing heart, microtubules are detyrosinated and mechanically uncoupled, determining increased viscoelastic resistance to diastolic stretch [64]. The role of microtubules in the myocardial compliance regulation is reduced at increased cardiomyocytes stretching [64]. In this regard, the role of extracellular matrix and proteins became predominant. For this reason, microtubules may represent a therapeutic target, in order to preserve myocardial compliance through the diastolic associated viscous forces reduction [64]. Moreover, many cardiomyocytes intracellular alterations, such as actin filaments fragmentation and nuclear morphological alterations, have been identified in diabetes mellitus and other comorbidities often seen in patients with HFpEF. In this regard, cytoskeletal disorganization represents a main mechanism involved in myocardial stiffness, during diastolic dysfunction occurring in diabetic cardiomyopathy [53,64,65,66]. The cardiomyocytes sarcoplasmic reticulum calcium-ATPase 2 (SERCA2) expression is markedly reduced, due to reactive oxygen species (ROS) and AGEs storage. Consequently, intracellular calcium values remain high. This alteration leads to two main conditions: first, it determines a reduced cardiomyocytes relaxation and increased stiffness, secondly a sarcoplasmic calcium reserves reduction, which causes impaired cardiomyocytes contraction and reduced global myocardial contractility [50,65,66] Other cardiomyocytes alterations have been described in HFpEF. Increased cardiomyocytes dimensions are associated with lower cGMP and PKG activity participating to the concentric hypertrophy progression seen HFpEF. On the other hand, in HFrEF cardiomyocytes are more stretched and thinner and they are characterized by less passive stiffness and myofibrillar density [56,65,66]. The left ventricle geometric remodeling contributes to the filling pressures increase [67]. Different studies have shown an association between ventricular hypertrophy and constant tau of relaxation [68]. An explanation for this process could be that the cardiomyocyte size increase is not counterbalanced by an adequate increase in perfusion [69]. Moreover, the cardiomyocytes mitochondrial dysfunction causes inadequate myocardial relaxation [70].
There is a relationship between CMR parameters, such as native myocardial T1 and ECV, and invasive parameters [55]. Omori et al. performed a study including CMR with native Myocardial T1 and ECV, invasive evaluation of filling pressures and endomyocardial biopsy, in HFpEF patients [71]. They found that native T1 and especially ECV were higher in HFpEF than in the control group and that they are both reliable in determining the percentage of collagen volume fraction and the passive stiffness of the left ventricle, calculated invasively through the beta relaxation constant [71]. ECV has a proven validation with the histopathology found through intraoperative biopsy studies performed at the time of aortic stenosis or heart transplant surgery [62,72,73].
The CMR importance in HFpEF also lies in its ability to predict patients’ prognosis and outcome. Poyhonen et al. found that HFpEF patients with CMR positive for LGE showed an increased risk of adverse events, including death [74]. Kato et al. demonstrated a sensitivity of 80% and a specificity of 77% for LGE in predicting poor prognosis in HFpEF patients [75]. Mascherbauer et al. found that T1 mapping abnormal value was associated with death and/or re-hospitalization, in HFpEF patients [76]. T1 mapping value is associated with extracellular matrix increase and worse prognosis in HFpEF [77]. Recently, Schelbert et al. demonstrated the ECV ability to predict mortality [78]. In this regard, ECV may have an important prognostic role as increased mortality and morbidity indicator [79]. In fact, HFpEF patients with ECV above normal values showed increased cardiovascular event risk. This prognostic correlation was higher in the first six months of follow-up [80].

2.2. Heart Failure with Preserved Ejection Fraction and Coronary Microvascular Dysfunction: Morphological and Functional Aspects

CMD is a condition characterized by coronary flow reserve (CFR) impairment in absence of coronary epicardial obstruction or unaltered flow fractional reserve (FFR) [81,82,83,84,85]. Endothelium-independent involvement after intracoronary adenosine administration is defined by a CFR value lower than 2.5–2.0, increased microvascular resistance index (IMR) upper 25, FFR > 0.8 and hyperemic myocardial velocity resistance ≥1.9 [81,82]. Endothelium-dependent involvement is defined by vasoreactivity test with sequential acetylcholine administration [81,82]. CMD represents a pivotal chronic coronary syndrome pathophysiological substrate, determining ischemia with non-obstructive coronary artery disease (INOCA) [81,82,83,84,85]. However, it has been also associated with acute coronary syndromes, being the cause of myocardial infarction with non-obstructive coronary artery disease (MINOCA) [81,82,83,84,85]. Many other myocardial conditions associate with CMD, such as inflammation, as occurs in myocarditis, hypertrophy and myocardial storage disorders, as occurs in hypertrophic and infiltrative cardiomyopathy. In the setting of CMD and myocardial ischemia, several microvascular functional and morphological alterations have been involved, beyond the classical mechanisms [81,82,83,84,85,86,87,88]. Endothelial dysfunction is a key mechanism in CMD. Endothelial dysfunction is sustained by oxidative stress, NO synthesis imbalance, increased response to endothelin, mitochondrial dysfunction, impaired endothelial cells repair [84]. Endothelial dysfunction is associated with reduced estrogens production and estradiol administration may improve diastolic function in post-menopausal women [84,89]. Renin-angiotensin aldosterone system (RAAS) hyperactivation promotes the microvascular resistances increase, as well as sympathetic hyperactivity and alfa-adrenergic tone prevalence, in patients with CMD [81,82,83,84,85,86,87,88]. In addition, endothelium independent vasodilation imbalance, characterized by excessive smooth muscle vasoconstrictor tone, has been described in HFpEF patients as CMD mechanism [81,82,83,84,85,86,87,88]. Among morphological alterations, microvascular rarefaction and hyperpermeability and inward hypertrophic remodeling have been described as main CMD histopathological alterations [81,82,83,84,85,86,87,88]. CMD has been described in association with HF, in particular HFpEF related risk factors, such as diabetes mellitus, dyslipidemia, ageing, arterial hypertension, female gender and obesity [81,82,83,84,85,86,87,88,89,90,91,92,93]. Arterial hypertension and RAAS hyperactivation promote microvascular inward hypertrophic remodeling, inducing myocardial ischemia, HF and chronic kidney disease, which is associated with HFpEF. Dyslipidemia determines microvascular endothelial dependent vasodilation impairment. This is mediated by oxidative stress and inflammation response activation through oxidized LDL (Ox-LDL). Obesity is characterized by epicardial and coronary perivascular adipose tissue storage and inflammation. In diabetes mellitus the relationship with CMD is bidirectional and a main role of oxidative stress and hyperglycemia has been described [81,82,83,84,85,86,87,88,89,90,91,92].
As previously discussed, HFpEF related CMD is sustained by microcirculation histopathological alterations [43]. Microvascular rarefaction is a frequent finding in patients with HFpEF and it promotes reduced myocardial perfusion and increased cardiomyocytes oxygen extraction, leading to myocardial metabolic impairment [43,94]. Moreover, microvascular rarefaction is perpetuated by cardiovascular comorbidities often seen in HFpEF patients, such as hypertension, diabetes mellitus and aging. Coronary microvascular rarefaction is associated with increased left ventricular filling pressure, subepicardial adipose tissue storage, as well as myocardial oedema and fibrosis [43,95]. Moreover, reduced microvascular density worsens cardiovascular comorbidities such as diabetes, due to impaired insulin tissue delivery, and hypertension [43,96]. In diabetes, microvascular rarefaction is determined by several pathophysiological mechanisms, such as angiostatic proteins accumulation, endothelial cells apoptosis and pericytes rarefaction [97,98]. Moreover, microvascular rarefaction is diffuse and proportionate along the different myocardial region. In those patients, myocardial fibrosis and microvascular rarefaction were inversely related. This observation supports a pathophysiological role of microvascular endothelial inflammation and dysfunction in the microvascular rarefaction, myocardial fibrosis and hemodynamic alterations seen in HFpEF [50]. Microvascular rarefaction determines CFR impairment, which is associated with reduced myocardial perfusion and cardiomyocytes death, due to ischemia. In diabetes mellitus, coronary microvascular vasodilatory response is reduced, due to endothelial dysfunction and NO reduced bioavailability. In this regard, endothelial dysfunction is due to hyperglycemia, which promotes vessels local inflammation, leucocytes migration and ROS production. Hyperglycemia is also associated with sympathetic and smooth muscle cells dysfunction, as well as increased alfa-adrenergic tone.
Another important morphological alteration is microvascular hyperpermeability that has been observed in HFpEF related comorbidities, as well as in HFrEF and ischemia-reperfusion injury. Several molecular components are involved in the microvascular wall dysfunction. In this regard, the glycocalyx alteration promotes the adhesion molecules formation and neutrophils migration [43,99]. Pro-inflammatory molecules induce microvascular hyperpermeability through intercellular junctions’ loss. It is characterized by vascular endothelial cadherin hyperphosphorylation and trans-endothelial channels formation from vesciculo-vacuolar organelles [43,100]. Pericytes alterations and distribution are associated with microvascular tone and blood flow dysregulation, in HFpEF [43,101]. Zeng et al. found that impaired HIF-2α/Notch3 and angiopoietins/Tie-2 pathways may bring to pericytes loss and reduced endothelial cells coverage, as well as pericytes-myofibroblasts transition. The latter is associated with increased myocardial fibrosis and stiffness [102,103]. In a study based on autopsies, Mohammed et al. found that microvascular density was lower, and fibrosis was more severe in patients with HFpEF [50]. CMD seen during myocardial ischemia and HF may be also determined by coronary ion channels impairment [90,91,92,104,105,106,107]. With this regard, endothelial and smooth muscle cells coronary ion channels mediate, form the molecular point of view, the coronary blood flow regulation mechanisms physiological effects [90,91,92,104,105,106,107]. For this reason, their impairment determined by ROS, AGEs, inflammation, increased shear stress and genetic predisposition affects the coronary vascular tone regulation [90,91,92,104,105,106,107]. These aspects promote microvascular rarefaction, as well as myocardial ischemia, fibrosis and, therefore, HF.
The lymphatic vascular system may be involved in the pathophysiology of HFpEF, contributing to the different myocardial histopathological findings observed in this condition [43]. In particular, lymphatic alterations may contribute to diastolic dysfunction, in HFpEF. Lymphatic dysregulation and obstruction are a cause of impaired left ventricular compliance and contractility. Moreover, it associates with widespread and lung interstitial oedema according to HFpEF progression [43,108,109]. Several cardiovascular risk factors associated with HFpEF are characterized by lymphatic network remodeling [43,110,111]. Hypercholesterolemia and high BMI values are associated with lymphatic network rarefaction. Hypertension is associated with pro-lymphangiogenesis molecules production and lymphatic transportation imbalance [43,112,113,114]. In this regard, several molecules inducing lymphangiogenesis, such as vascular endothelial growth factor (VEGF) -C and -D may represent new treatment strategies against HFpEF [43,115]. Although coronary involvement in HFpEF is poorly described in literature, coronary artery disease (CAD) more diffuse and extensive, involving more vessels, in HFpEF has been described. CAD extension and severity may be inversely related with ejection fraction [50].
Kato et al. study was the first to demonstrate the CFR impairment in HFpEF. They used phase contrast cine-magnetic resonance imaging for a non-invasively calculation of CFR, obtained from the ratio of coronary sinus blood flow with and without adenosine triphosphate (ATP) infusion [116]. Results that confirmed a CFR reduction in 76% of patients with HFpEF were statistically significant, compared to the hypertensive patients’ group, in which it was present in 31%. Furthermore, the CFR impairment was associated with serum brain natriuretic peptide (BNP) values and HFpEF prognosis [116]. Loffler et al. used CMR stress perfusion to evaluate the microvascular perfusion reserve (MPR) in HFpEF. They found out that CMD was highly present and that MPR was inversely related to ECV [117]. These studies support the hypothesis that HFpEF is a multisystem disease with high endothelial involvement [116,117,118].

2.3. Heart Failure with Preserved Ejection Fraction and the Inflammation-Metabolic Pathway

Systemic inflammation is an important pathophysiological mechanism involved in the HFpEF onset and progression. The HFpEF presence and associated conditions have been demonstrated in many systemic inflammation disorders, such as rheumatoid arthritis, systemic lupus erythematosus, psoriasis, inflammatory bowel diseases [119]. Moreover, many cardiovascular comorbidities may induce a systemic inflammatory state and, therefore, HFpEF [119,120]. In this regard, when acting together cardiovascular risk factors amplify myocardial negative effects [119].
Epicardial adipose tissue is enhanced in hyperaldosteronism, hypercortisolism and hypothyroidism conditions. The inflammatory-metabolic HFpEF paradigm recognizes the epicardial adipose tissue as a target of systemic inflammation. Epicardial adipose tissue is subjected to several changes, through which it induces many alterations to contiguous tissues, through a paracrine and/or vasocrine effect. The vasocrine route refers to a newly proposed way of intercellular signaling, whereby adipocytes accumulate around arteries and larger arterioles of striated or cardiac muscle and secrete proinflammatory cytokines into the periadventitial space around these vessels. Under inflammation stimuli, cardiac mesenchymal cells are prone to differentiate in adipocytes, promoting the epicardial adipose tissue expansion. In this regard, the epicardial adipose tissue produces and releases several pro-inflammatory molecules through which it may cause CMD, myocardial fibrosis, myocardial electromechanical dysfunction and atherosclerosis progression, in epicardial vessels. The ventricular myocardium involvement is associated with hampered left ventricle filling and diastolic stiffness [119,121], mainly determined by inflammation related titin phosphorylation [122]. The atrial myocardium involvement is associated with fibrosis and atrial fibrillation [119,123,124,125,126]. Inflammatory-metabolic HFpEF is typical phenotype of aged women with many cardiovascular comorbidities. Women have a more developed epicardial adipose tissue and enhanced intramyocardial fat storage [119,127]. In this regard, women have a more impaired ventricle-arterial coupling, worsen arterial stiffness and more accentuate ventricular concentric remodeling than man.
Obesity prevalence in HFpEF patients is about 70% [121] and the epicardial or intramyocardial fat amount may be an indicator of disease severity [128]. CMR is the gold standard for the non-invasive study of myocardial fat [129]. It allows to demonstrate the association between fat and fibrosis, as showed by Wu et al. [130]. Moreover, Wu et al. compared patients with HFpEF and HFrEF, in terms of intramyocardial and epicardial fat values. They found out that the intramyocardial fat was significantly increased in the HFpEF group, while the epicardial type prevailed in the HFrEF group. Diastolic dysfunction imaging parameters showed correlation with intramyocardial fat storage, in female gender, while in the male gender the strongest correlation was with the amount of epicardial fat [127]. According to Mahmod et al. myocardial triglycerides storage and lipotoxicity were significantly more present in the HFpEF patients group than in the control group. Moreover, their presence was independently associated with impaired diastolic strain rate, at CMR feature tracking [131].
Epicardial adipose tissue expression and inflammation are associated with circulating hormones levels. In this regard, natriuretic peptides reduce epicardial adipose tissue expansion and inflammation, as well as adipogenesis. Moreover, they counteract myocardial fibrosis and CMD [119,132,133]. On the other hand, leptin promotes aldosterone synthesis, as well as monocytes and T cells activation [119,134,135]. Aldosterone stimulates myocardial fibrosis, CMD and promotes diabetes and myocardial metabolic alterations. In women the leptin and aldosterone effects are more pronounced than man, while obese and post-menopausal women show reduced natriuretic peptides circulating levels.
From the hemodynamic point of view, inflammatory-metabolic HFpEF is characterized by sodium retention and glomerular resorption, systemic venous capacitance reduction and arterial blood pressure increase. The latter allows the distinction between inflammatory HFpEF from infiltrative and hypertrophic cardiomyopathies [119].
Considering the relationship among other HFpEF risk factors and inflammation, RAAS activation induces monocytes migration and M2 macrophages myocardium infiltration, TGF-β production and myocardial fibrosis [44]. Metabolic and energetic state, as well as, ROS production and mitochondrial activity are regulated by several proteins, such as Sirtuins. In this regard, sirtuin is a mitochondrial deacetylase involved in several mitochondrial function, such as ROS and ATP production. Endothelial cells SIRT3 levels are inversely related with aging, diabetes, coronary microvascular rarefaction and endothelial cells reprogramming. Endothelial cells SIRT3 deficiency is associated with ROS production, NO-cGMP pathway, CFR impairment and diastolic dysfunction. Also, hypoxia-related angiogenesis is compromised in case of SIRT3 deficiency. The latter is due to vascular VEGF, Angiopoietin 1 (Ang-1), Hypoxia-inducible factor 1-alpha (HIF-1α) and Hypoxia-inducible factor 2-alpha (HIF-2α) impairment. This condition amplifies the microvascular rarefaction. Moreover, SIRT3 deficiency is also associated with increased Notch 2 and TGF-β1 production that promotes myocardial fibrosis [103]. The lack of SIRT3 is also associated with p53 acetylation. Increased p53 activity induces cell’s senescence and angiogenesis inhibition, which are involved in diastolic dysfunction. Aging is directly related with diastolic dysfunction. Several morphological features which occur with aging may play a role in the diastolic dysfunction determinism, such as myofibril disarray, cardiomyocytes nuclear size increase, cardiomyocytes death and fibroblasts substitution. These changes may be induced by Akt inhibition and p53 activation, which have been observed in human myocardial biopsy sample with diastolic dysfunction. P53 activation is determined by oxidative deoxyribonucleic acid (DNA) damage induced by overload during hypertrophy. Moreover, P53 activation is associated with pathological genes programs, and it is closely related with senescence [103]. Topoisomerase 2 beta has an important role in some gene transcriptional activation process. The topoisomerase 2b knockdown is associated with p53 activation and Akt inhibition, as well as morphological and signaling pathways changes, observed in diastolic dysfunction [136].
Van den Hoogen et al. [137] found high plasma Immunoglobulin G1 (IgG1), Immunoglobulin G3 (IgG3) levels and IgG myocardial storage in HFrEF, as well as HFpEF patients. IgG1 and IgG3 stimulate the immune response against cardiac antigens, mainly through complement pathways activation. The inflammatory response induced by the immunoglobulines plays a main role in myocardial remodeling, during HF. In particular, increased IgG1 and IgG3 levels have been observed in end stage HFrEF, as well as in the early phases of HFpEF. Moreover, their circulating values have been related with left ventricular diastolic dysfunction severity, in man. For this reason, IgG1 and IgG3 levels may represent an early marker of HFpEF, that allow to identify this pathological condition, before symptoms onset [137].
Prenner et al. [138] studied the association between serum albumin and HFpEF related adverse outcomes. In HFpEF patients, serum albumin shows an independent and robust prognostic role, in term of death and hospitalization [138]. From the histopathological point of view, reduced serum albumin was associated with myocardial interstitium overexpression, defined by increased myocardial fibrosis detected at autopsies, or by ECV at CMR. Probably, this association may be due to inflammation response, altered nutritional substances intake and liver dysfunction. Moreover, there is a relation between low serum albumin and increased aortic pulsatile wave power, a condition that may contribute to increased aortic and vascular stiffness, as well as CMD [138].
Regarding the metabolic aspect, CMR may provide further information in HFpEF. Through the hyperpolarized carbon-13 CMR spectroscopy, an increase in alanine and bicarbonate and no increase in lactate have been demonstrated [139]. Alanine and bicarbonate are pyruvate metabolites, produced by alanine aminotransferase pathway (ALT) and pyruvate dehydrogenase (PDH) pathway, while lactate was produced by lactate dehydrogenase (LDH). In HFpEF heart, a metabolic switch occurs, and energy is no longer produced starting from fatty acids, but through glycolysis [139,140], with a greater PDH activation, compared to healthy controls [139,141]. The increased ALT activity reflects the hypertrophy that involves a greater nucleic acids and amino acids consumption [139,142]. The energetic sources change is an early modification that precedes the structural and functional alterations [143]. The water metabolism is also altered in HFpEF and a study with dynamic contrast-enhanced magnetic resonance under cardiac stress conditions provided further information about metabolic status in HFpEF [144]. This imaging technique allowed to quantify the mean intracellular water lifetime (τi), which is inversely related to the sodium–potassium adenosine triphosphatase (Na+/K+-ATPase) transporter activity [144,145]. Although under cardiac stress, there was a global decrease in τi and, therefore, an upregulation of Na+/K+-ATPase activity, the regional analysis showed that this aspect was more evident at the apical level, and subsequently, at the anterior and anterior-lateral wall level. The inferior sectors showed no significant τi decrease. This model traces the metabolic changes in HFpEF and explains why there is much expectation in the use of drugs that act on an energy/metabolic level, such as sodium glucose co-transporter-2 (SGLT-2) inhibitors, in patients with HF and metabolic dysregulation [144,145,146].

3. Precision Medicine and Personalized Approach to Heart Failure with Preserved Ejection Fraction: The Genetic and Epigenetic Paradigm

The pathophysiology complexity and the lack of specific therapy against HFpEF made this syndrome particularly prone to a personalized and precision medicine approach. The target is to define the HFpEF genetic and molecular basis, in order to predict the pathophysiological and clinical evolution, the patient’s outcome, as well as to find possible innovative therapeutic targets [147]. Hahn et al. [148] identified a specific transcriptome in patients with HFpEF, which differs from healthy controls, as well as HFrEF patients. Patients underwent endomyocardial biopsy from which RNA sequences were obtained to evaluate gene expression and demonstrate the presence of genetic susceptibility independent by HFpEF traditional risk factors. In HFpEF patients, an upregulation of energy production related genes has been observed [148]. It can be associated with the higher prevalence of high BMI, among HFpEF patients, but also with the necessity to perfuse more tissue quantity. Several genes involved in autophagy, angiogenesis and endoplasmic reticulum activity are downregulated in HFpEF. Moreover, different HFpEF trascriptomic subgroups, associated with specific clinical patterns have been identified. In this regard, two HFpEF subgroups have been identified: the former consisted in female patients with upregulated inflammatory pathways and myocardial concentric hypertrophy, while the second subgroup showed molecular, clinical features and mortality, similar to HFrEF [148].
The importance of epigenetic has been recognized recently and several studies focus on microRNA profiles that characterize HF subtype or stage. MicroRNA have a main role in the epigenetic modulation of gene expression acting at post-transcriptional moment. The presence of circulating microRNA demonstrate that they are released by cells after death probably acting as paracrine molecules. MicroRNA are involved in the different pathophysiological and histopathological aspects, which characterize HFpEF. Moreover, differences about microRNA targets, between HFrEF and HFpEF, have been observed regarding two pathways involving fatty acids biosynthesis and extracellular matrix receptors expression. The rationale of these observation is sustained by several histopathological findings that characterize HFpEF, as the minor expression of extracellular matrix destruction enzymes, such as metalloproteinase-2, and the enhanced expression of pro-fibrotic markers, such as galectin- 3 and the soluble type of IL-1 receptor like 1 (ST2) [149,150]. Several microRNA are highly expressed in patients with HFpEF such as miR-3908 and miR-3135b or hsa-miR-30a-5p, hsa-miR-181a-2–3p, hsa-miR-199b-5p, hsa-miR-486–5p, hsa-miR-191–5p, hsa-miR-106a-5p, hsa-miR-660–5p, and hsa-miR-193a-5p [149,151]. miR-101a may play a role in the regulation of TGF-β pathway, reducing fibrogenesis [149,152]. In diabetic cardiomyopathy, miR-146a is involved in inflammation and subsequent myocardial fibrosis, mediating cytokines production, through NFκB pathway. miR-155 is associated with diabetes and obesity and it is involved in cardiomyocytes adverse remodeling seen in HF [153].
Macrophages are involved in tissue remodeling taking part in inflammatory response. Early phase of HFpEF is characterized by systemic inflammation outspread and the subsequent cardiac inflammation. In this context, macrophages, according with their polarization state, mediate the interaction between inflammatory cells and cardiac cells contributing to the cardiac remodeling [153,154,155]. Macrophages M1 polarization is associated with pro-inflammatory activity and cell death, while macrophages M2 polarization is associated with fibrogenesis, tissue repair and immunosuppression [154]. Many microRNA such as miR-125b, miR-127, miR-9 and miR-155 are involved in myocardial macrophage M1 polarization, while miR-223, miR-124, miR-132, miR-125a-5p, miR-34a and miR-146a are involved in myocardial macrophage M2 polarization [153,154,155].
Other microRNAs are involved in proteins post-translational modification such as the ubiquitin induced proteolysis regulation [149]. miR-126 is the most represented endothelial microRNA and its expression is markedly reduced in case of endothelial dysfunction. The lack of miR-126 is associated with several microvascular abnormalities seen in HFpEF, such as the loss of vascular layer integrity, microvascular inflammation and hemorrhage [153,156]. Transcoronary gradient represents the difference of microRNA concentration across the coronary circulation, between coronary sinus and coronary arterial district and it is a marker of mircoRNA release within coronary circulation. Elevated miR-92a and -133 transcoronary gradient is associated with CMD [153,157] while miR-138 may represent a target to restore endothelial function and NO production, in HFpEF. In HFpEF, microRNAs are involved also in cardiomyocytes structural alterations and extracellular matrix composition regulation. In this regard, miR-17–92 cluster is crucial in extracellular matrix genes expression associated with aging [153,158]. miR-22 is the most represented heart microRNA. Cardiomyocytes miR-22 expression is increased under angiotensin II stimulation. It regulates the sarcoplasmic reticulum reuptake modulating SERCA2 activity [153,159]. miR-22 is markedly associated with cardiomyocytes hypertrophy and cardiac fibrosis [153,160]. MiR-21, a pro-fibrotic microRNA, regulates Extracellular Signal-Regulated Kinase Mitogen-Activated Protein (ERK-MAP) kinase pathway, involved in fibroblasts vitality, as well as TGF-β pathway. MiR-208b is associated with titin structural modification and dysfunction. miR-1 regulates calmodulin activity, in smooth muscle cells during HF [153,161]. MiR-181b regulates PKG-1 expression and it represents a marker of cardiomyocytes hypertrophy [152].
Gender differences in HFpEF patients have been observed in term of microRNA expression. Florijn et al. demonstrated that plasma miR-224 and miR-452 are predominantly expressed by HFpEF diabetic women, instead of diabetic HFpEF man. Moreover, miR-34a is associated with kidney disease, diabetes mellitus and gender in patients with diastolic dysfunction, while decreased miR-34a, -224 and -452 plasma levels have been observed in diabetic patients with diastolic dysfunction and diabetic women with glomerular filtration rate under 60 mL/min [162]. The definition of genetic and epigenetic alterations, in particular microRNA role, is a key point in the setting of a personalized approach for the diagnosis and management of HFpEF and HF in general.

4. Role of Myocardial Tissue Characterization and Pathophysiological Mechanisms for the Identification of New Therapeutic Targets

4.1. The Renin-Angiotensin-Aldosterone System and Neprilysin Pathway

Angiotensin II receptor type 1 (AT1) stimulation induces myocardial hypertrophy and fibrosis participating to HF worsening [163]. RAAS inhibitors reduce HFrEF related morbidity and mortality, while their role in HFpEF is controversial [164,165,166]. Over the past years multiple clinical studies failed to demonstrate a direct outcome improvement in HFpEF treated with RAAS inhibitors [167,168,169,170,171], while the positive role of β-blockers [172], angiotensin receptor blockers (ARBs), and mineralocorticoid receptor antagonists (MRAs) [173], on mortality and morbidity reduction, in HFrEF patients has been demonstrated. Taking into account the positive role of RAAS blockade in hypertensive patients, as well as the hypertension prevalence in HFpEF subjects, RAAS inhibitors would be expected to improve clinical outcomes in those patients. However, many trials evaluating RAAS blockade in HFpEF patients were often ambivalent. The Irbesartan in Heart Failure With Preserved Ejection Fraction (I-PRESERVE) study investigated the ARB irbesartan effect versus placebo, in patients with HFpEF [174]. This study did not show a significant reduction in all-cause death and in hospitalization due to cardiovascular disease, in patients with HFpEF taking Irbesartan. However, this study had several limitations. First, HFpEF diagnosis was often challenging. Secondly, the adopted dose of Irbesartan (300 mg/die) for the study may not have been the optimal one to treat HFpEF and furthermore, the 34% of study population did not take therapy continuously [174]. However, Lund et al. [175] reported a significant treatment benefit in HF with mid-range ejection fraction (HFmrEF), in a post hoc analysis. The Valsartan In Diastolic Dysfunction (VALIDD) study compared valsartan to other antihypertensive drugs in patients with diastolic dysfunction and hypertension [176]. In both groups, diastolic function improved after reduction of blood pressure, notwithstanding the antihypertensive treatment.
A revolution of HFrEF treatment was carried out by the angiotensin receptor neprilysin inhibitor LCZ696, that combine the two acting molecules, valsartan and sacubitril. By inhibition of neprilysin, sacubitril increases atrial natriuretic peptide (ANP), BNP and C-type natriuretic peptide (CNP) plasma levels [177], through the guanylyl cyclase activation and cGMP synthesis. Moreover, natriuretic peptides prevent myocardial fibrosis and help to low blood pressure, due to vasodilation and increased diuresis. The Prospective Comparison of angiotensin receptor neprilysin inhibitor (ARNI) with ARB Global Outcomes in HF With Preserved Ejection Fraction (PARAGON-HF) trial about the ARNI use in patients with HFpEF did not show a statistically significant lower rate of hospitalization for HF and death from cardiovascular causes. However, it suggested possible benefit among woman and patients with a left ventricular ejection fraction between 45–57% [178]. In a recent network meta-analysis, Kuno et al. [179] compared outcomes of different RAAS antagonists with each other and with placebo, in HFpEF patients. The combination of sacubitril-valsartan is associated with lower HF hospitalizations, but not lower mortality rate, in those patients. No statistical difference in all-cause mortality and cardiovascular mortality, among ACE-I, ARBs, MRA, ARNI, and placebo has been demonstrated. Mineralocorticoid receptor antagonists (MRAs) prevent aldosterone’s effect on myocardial fibrosis [180]. In the Effect of Spironolactone on Diastolic Function and Exercise Capacity in Patients With Heart Failure With Preserved Ejection Fraction (ALDO-DHF) trial, spironolactone showed a positive effect on diastolic function through the E/e′ ratio reduction [181]. It decreased left ventricular hypertrophy and N-terminal pro-B-type natriuretic peptide (NT-proBNP) levels. Despite its role on quantitative markers, HF symptoms, exercise tolerance, and life quality have not been significantly affected by spironolactone. In the Treatment of Preserved Cardiac Function Heart Failure With an Aldosterone Antagonist (TOPCAT) trial the MRA spironolactone was added to medical therapy with β-blockers and angiotensin converting enzyme (ACE) inhibitors, in HFpEF patients [182]. In theTOPCAT trial, Spironolactone addition did not determine a significant reduction in the primary composite of cardiovascular death, hospitalization for HF and aborted cardiac arrest [182].

4.2. The Oxidative Stress and the Nitric Oxide Pathway

HF is associated with oxidative stress, which affects myocardium and vasculature. Recent evidence suggests that oxidative stress may be the link between obesity, diabetes mellitus, and related complications. In obese patients, there is an increasing level of reactive oxygen and nitrogen species that directly correlate with central adiposity.
The cGMP pathway plays a fundamental role in regulating normal cardiovascular function and its lack in HFpEF subjects leads to endothelial dysfunction. Endothelial dysfunction is related to cGMP deficiency that is caused by insufficient stimulation of soluble guanylate cyclase (sGC) and impaired NO bioavailability. This promotes CMD, myocardial and vascular stiffness [183].
Correction of myocardial PKG activity and cGMP pathway has been proposed as a target for specific HFpEF treatment, but Sildenafil related phosphodiesterase type 5 (PDE5) inhibition did not show difference compared to placebo, in HFpEF patients [184].
The sGC stimulator Vericiguat was studied in the SOluble guanylate Cyclase stimulatoR in heArT failurE Studies (SOCRATES) programme [185]. In the HFpEF group, it did not show the achievement of primary end points of NT-proBNP or left atrial volume, over a 12-week treatment period. However, an exploratory post hoc analysis showed clinically significant improvements in health status defined by Kansas City Cardiomyopathy Questionnaire [186].
Considering the hypothesis of decreased NO availability in HFpEF, nitrates have been proposed to restore NO balance, in order to improve endothelial-myocyte paracrine signaling. The Nitrate’s Effect on Activity Tolerance (NEAT-HFpEF) trial was conducted to investigate the role of isosorbide mononitrates in HFpEF management [187]. Isosorbide mononitrate did not improve the daily activity level, exercise capacity, quality of life or NT-proBNP levels in patients with HFpEF. This is in contrast with nitrates’ positive effect in HFrEF subjects and may be related to the pathophysiologic differences between the two HF types. Common HFpEF features, such as increased ventricular and vascular stiffness, chronotropic incompetence and altered baroreflex sensitivity may limit the hemodynamic benefits of nitrates, in HFpEF patients.
The inorganic nitrate pathway represents a different way to restore NO signal [188]. Unlike the organic nitrates, inorganic nitrite is converted to NO, in presence of hypoxia and acidosis, which develop in tissues and venous circulation during exercise. Moreover, there is no tolerance to nitrite. For this reason, inorganic nitrate/nitrite has been proposed as a target therapy because NO is crucial at the time of greatest need, such as during exercise. Notwithstanding this promising assumption, results of different trials such as the Inorganic Nitrite Delivery to Improve Exercise Capacity in Heart Failure With Preserved Ejection Fraction (INDIE-HFpEF) [188] and the Effect of KNO3 Compared to KCl on Oxygen UpTake in Heart Failure With Preserved Ejection Fraction (KNO3CKOUT) (NCT02840799) are ambivalent.
A new class of antioxidant peptides named “Szeto-Schiller peptides (SS peptides)” is under investigation in HF. SS peptides belong to a class of antioxidant that bind to cardiolipin, an important phospholipid of the inner mitochondrial membrane. These peptides protect cardiolipin from oxidation and reduce mitochondrial oxidative damage. One of the most prominent of these peptides is elamipretide (MTP-131, SS31). In patients with HFpEF, elamipretide reduced left-ventricular end-diastolic volumes, compared to placebo [189].

4.3. Role of Inflammation, Fibrosis and Calcium Handling as Therapeutic Targets

Proinflammatory cytokines, such as IL-1 are upregulated in HFpEF. They have an important role in the myocardial function impairment. In HFpEF, IL-1 inhibits L-type calcium channels, downregulates phospholamban activity and causes post-transcriptional changes in SERCA2a [190]. Calcium handling dysregulation leads to impaired cardiac relaxation and diastolic dysfunction. The Diastolic Heart Failure-Anakinra Response Trial (D-HART) investigates Anakinra role in patients with diastolic dysfunction [191]. Anakinra is a recombinant IL-1 receptor antagonist, and it decreases inflammatory markers levels, improving the HFpEF patients aerobic exercise capacity. It is still unclear the role of canakinumab, a monoclonal antibody specifically targeting the IL-1β isoform, in HF subjects; in a sub-analysis of the large Canakinumab Antiinflammatory Thrombosis Outcome Study (CANTOS), that include patients with previous myocardial infarction and increased high sensitivity C-reactive proteins levels, canakinumab showed clinical benefit. It remains unclear its role upon diastolic function [192].
Myocardial inflammation and fibrosis are target of cell therapy. In animal models Pirfenidone, antifibrogenic drug which target TGF-β signaling, inhibits left ventricular fibrosis and diastolic impairment [193]. Its role in HFpEF subjects is under investigation by the Pirfenidone in Heart Failure with Preserved Ejection Fraction-Rationale and Design (PIROUETTE) trial (NCT02932566).
CD34 is a receptor expressed by bone marrow multipotent progenitor cells, which are reduced in patients with both HFrEF and HFpEF. CD34+ cells may be suitable for cell therapy to improve diastolic function in HFpEF. A pilot study with HFpEF subjects showed that treatment with CD34+ cells determined diastolic function improvement and NT- proBNP levels decrease [194]. The role of CD34+ cell therapy in patients with HFpEF is currently under definition. Dysfunctional calcium handling in HFpEF causes impaired myocardial relaxation. Late inward sodium current (INa) is increased in HF, causing cardiomyocytes calcium overload. Ranolazine inhibits persistent or late INa in heart muscle [195]. In the Ranolazine for the Treatment of Diastolic Heart Failure (RALI-DHF) study, Ranolazine decreased left ventricular end diastolic pressure, without changing exercise tolerance [196]. As reported by European Society of Cardiology guidelines, Levosimendan, a calcium sensitizer and phosphodiesterase-3 (PDE3) inhibitor with vasodilative properties, can be considered in patients with acute HF and severe reduction of cardiac output [197,198]. It improved diastolic function and right-ventricular systolic function, in patients with advanced HF. Moreover, Levosimendan a role in the inflammatory status regulation, through the IL-6/IL-10 ratio alteration [199]. In this regard, the Hemodynamic Evaluation of Levosimendan in Patients With PH-HFpEF (HELP) trial (NCT03541603) is investigating the effects of Levosimendan in HFpEF patients with left heart disease related pulmonary hypertension.

4.4. The Heart Rate and Volemic Status Regulation as Therapeutic Targets

In HFpEF patients, high heart rate predicts poor outcome at sinus rhythm, instead there are no clear correlations between worse prognosis and atrial fibrillation. This finding was confirmed in The Irbesartan in Heart Failure With Preserved Systolic Function (I-PRESERVE) trial [200] and the Meta-analysis Global Group in Chronic Heart Failure (MAGICC) registry [201]. A slowdown in resting heart rate causes a raise in filling pressures [202]. Ivabradine, an inhibitor of the funny current, reduces heart rate and improves vascular stiffness, as well as systolic and diastolic function [203]. In The prEserveD left ventricular ejectIon fraction chronic heart Failure with ivabradine studY (EDIFY) study, ivabradine reduced heart rate, but worsened E/e′ ratio, exercise tolerance, and NT-proBNP levels, in HFpEF patients [204]. Ivabradine heart rate lowering does not provide any consistent benefit, because diastole prolongation does not seem to improve diastolic function and prognosis in patients with HFpEF.
Sodium-Glucose Cotransporter 2 Inhibitors (SGLT2i) showed a striking reduction of cardiovascular events, in patients with T2DM. SGLT2i reduces renal glucose reabsorption, rise urinary glucose excretion and increases diuresis [205,206,207]. In the The Empagliflozin Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients Removing Excess Glucose (EMPA-REG OUTCOME) study, empagliflozin leads to a striking reduction of cardiovascular events in high cardiovascular risk T2DM patients. Several aspects, such as the pre-load reduction and the cardiac energetics improvement, through an increase in ketones’ supply, should be involved in the SGLT2i positive effects on cardiovascular and renal outcomes [197,208]. Empagliflozin showed a direct effect on diastolic function improvement in HF [209]. The ongoing EMPagliflozin outcomE tRial in Patients With chrOnic heaRt Failure With Preserved Ejection Fraction (EMPEROR-PRESERVED) and the Dapagliflozin Evaluation to Improve the LIVEs of Patients With PReserved Ejection Fraction Heart Failure (DELIVER) (NCT03619213) trials are respectively studying the empagliflozin and dapaglifozin’s effects on HF hospitalization and cardiovascular mortality reduction, in HFpEF subjects with and without diabetes.
Table 1 contains a summary of the main trials regarding HFpEF therapy according to the targeted pathophysiological pathway.

5. Conclusions

HFpEF is a multifaceted and complex syndrome associated with global high mortality and morbidity rates and its prevalence is constantly increasing. Although it is well known the association among HFpEF and traditional cardiovascular risk factors, myocardial alterations and pathophysiological basis are not well defined yet. In fact, the definition of HFpEF includes a wide spectrum of different myocardial structural alterations. Myocardial hypertrophy and fibrosis, CMD, oxidative stress and inflammation are only some of the main pathological detectable processes at myocardium levels and their consecutio in HFpEF onset and progression is not well established. A comprehensive overview of mechanisms involved in myocardial alterations observed in HFpEF are summarized in Figure 2. Only the accurate and detailed characterization of myocardial tissue allows the full comprehension of its pathophysiological mechanisms together with the possibility to identify new therapeutic targets, in order to specifically treat HFpEF, beyond traditional cardiovascular risk factors control. Myocardial tissue characterization is certainly possible through endomyocardial biopsy and histological analysis. However, its invasiveness hampers the possibility to use it on large scale population. Actually, the improvement of imaging techniques, such as CMR and their greater diffusion in clinical practice allows myocardial tissue characterization in a non-invasive way. Moreover, CMR allows a dynamic study of myocardial metabolism, both during stress and at rest, in HFpEF patients. The reliable use of imaging techniques to characterize myocardial tissue in HFpEF may promote an earlier, non-invasive and large-scale diagnosis, and this could allow to identify this syndrome during its earlier phase of development, when it is more likely to be successfully treated. However, the correlation between myocardial histopathological findings and imaging aspects is still a challenge for medicine and further evidence is needed.

Funding

This research received no external funding.

Conflicts of Interest

The authors declare no conflict of interests.

References

  1. Van Riet, E.E.S.; Hoes, A.W.; Limburg, A.; Landman, M.A.J.; Van der Hoeven, H.; Rutten, F.H. Prevalence of unrecognized heart failure in older persons with shortness of breath on exertion. Eur. J. Heart Fail. 2014, 16, 772–777. [Google Scholar] [CrossRef]
  2. Van Riet, E.E.S.; Hoes, A.W.; Wagenaar, K.P.; Limburg, A.; Landman, M.A.J.; Rutten, F.H. Epidemiology of heart failure: The prevalence of heart failure and ventricular dysfunction in older adults over time. A systematic review. Eur. J. Heart Fail. 2016, 18, 242–252. [Google Scholar] [CrossRef] [PubMed]
  3. Mureddu, G.F.; Agabiti, N.; Rizzello, V.; Forastiere, F.; Latini, R.; Cesaroni, G.; Masson, S.; Cacciatore, G.; Colivicchi, F.; Uguccioni, M.; et al. Prevalence of preclinical and clinical heart failure in the elderly. A population-based study in Central Italy. Eur. J. Heart Fail. 2012, 14, 718–729. [Google Scholar] [CrossRef]
  4. Ponikowski, P.; Voors, A.A.; Anker, S.; Bueno, H.; Cleland, G.F.J.; Coats, A.J.S.; Falk, V.; González-Juanatey, J.R.; Harjola, V.P.; Jankowska, E.A.; et al. 2016 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure: The Task Force for the diagnosis and treatment of acute and chronic heart failure of the European Society of Cardiology (ESC) Developed with the special contribution of the Heart Failure Association (HFA) of the ESC. Eur. Heart J. 2016, 37, 2129–2200. [Google Scholar] [CrossRef] [PubMed]
  5. Gerber, Y.; Weston, S.A.; Redfield, M.M.; Chamberlain, A.M.; Manemann, S.M.; Jiang, R.; Killian, J.M.; Roger, V.L. A contemporary appraisal of the heart failure epidemic in Olmsted County, Minnesota, 2000 to 2010. JAMA Intern Med. 2015, 175, 996–1004. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Meta-analysis Global Group in Chronic Heart Failure (MAGGIC). The survival of patients with heart failure with preserved or reduced left ventricular ejection fraction: An individual patient data meta-analysis. Eur. Heart J. 2012, 33, 1750–1757. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  7. Borlaug, B.A. The pathophysiology of heart failure with preserved ejection fraction. Nat. Rev. Cardiol. 2014, 507–515. [Google Scholar] [CrossRef] [PubMed]
  8. Pieske, B.; Tschöpe, C.; De Boer, R.A.; Fraser, A.G.; Anker, S.D.; Donal, E.; Edelmann, F.; Fu, M.; Guazzi, M.; Lam, C.S.P.; et al. How to diagnose heart failure with preserved ejection fraction: The HFA-PEFF diagnostic algorithm: A consensus recommendation from the Heart Failure Association (HFA) of the European Society of Cardiology (ESC). Eur. Heart J. 2019, 40, 3297–3317. [Google Scholar] [CrossRef] [Green Version]
  9. Pfeffer, M.A.; Shah, A.M.; Borlaug, B.A. Heart Failure with Preserved Ejection Fraction In Perspective. Circ. Res. 2019, 124, 1598–1617. [Google Scholar] [CrossRef]
  10. Dunlay, S.M.; Roger, V.L.; Redfield, M.M. Epidemiology of heart failure with preserved ejection fraction. Nat. Rev. Cardiol. 2017, 14, 591–602. [Google Scholar] [CrossRef]
  11. Vaduganathan, M.; Patel, R.B.; Michel, A.; Shah, S.J.; Senni, M.; Gheorghiade, M.; Butler, J. Mode of Death in Heart Failure With Preserved Ejection Fraction. J. Am. Coll. Cardiol. 2017, 69, 556–569. [Google Scholar] [CrossRef] [PubMed]
  12. Maggioni, A.P.; Dahlström, U.; Filippatos, G.; Chioncel, O.; Leiro, M.C.; Drozdz, J.; Fruhwald, F.; Gullestad, L.; Logeart, D.; Fabbri, G.; et al. EURObservational Research Programme: Regional differences and 1-year follow-up results of the Heart Failure Pilot Survey (ESC-HF Pilot). Eur. J. Heart Fail. 2013, 15, 808–817. [Google Scholar] [CrossRef] [Green Version]
  13. Fonarow, G.C.; Gattis Stough, W.; Abraham, W.T.; Albert, N.M.; Gheorghiade, M.; Greenberg, B.H.; O’Connor, C.M.; Sun, J.-L.; Clyde, W.; Yancy, C.W.; et al. Characteristics, treatments, and outcomes of patients with preserved systolic function hospitalized for heart failure: A report from the OPTIMIZE-HF registry. J. Am. Coll. Cardiol. 2007, 50, 768–777. [Google Scholar] [CrossRef] [Green Version]
  14. Obokata, M.; Reddy, Y.N.V.; Borlaug, B.A. Diastolic dysfunction and heart failure with preserved ejection fraction: Understanding mechanisms by using noninvasive methods. J. Am. Coll. Cardiol. Imaging 2020, 13, 245–257. [Google Scholar] [CrossRef] [PubMed]
  15. Paulus, W.J.; Tschope, C. A novel paradigm for heart failure with preserved ejection fraction: Comorbidities drive myocardial dysfunction and remodeling through coronary microvascular endothelial inflammation. J. Am. Coll. Cardiol. 2013, 62, 263–271. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  16. Tschope, C.; Paulus, W.J. Is echocardiographic evaluation of diastolic function useful in determining clinical care? Doppler echocardiography yields dubious estimates of left ventricular diastolic pressures. Circulation 2009, 120, 810–820. [Google Scholar] [CrossRef]
  17. Westermann, D.; Kasner, M.; Steendijk, P.; Spillmann, F.; Riad, A.; Weitmann, K.; Hoffmann, W.; Poller, W.; Pauschinger, M.; Schultheiss, H.-P.; et al. Role of left ventricular stiffness in heart failure with normal ejection fraction. Circulation 2008, 117, 2051–2060. [Google Scholar] [CrossRef] [PubMed]
  18. Treibel, T.A.; White, S.K.; Moon, J.C. Myocardial Tissue Characterization: Histological and Pathophysiological Correlation. Curr. Cardiovasc. Imaging Rep. 2014, 7, 9254. [Google Scholar] [CrossRef] [Green Version]
  19. Moon, J.C.; Messroghli, D.R.; Kellman, P.; Piechnik, S.K.; Robson, M.D.; Ugander, M.; Gatehouse, P.D.; Arai, A.E.; Friedrich, M.G.; Neubauer, S.; et al. Myocardial T1 mapping and extracellular volume quantification: A Society for Cardiovascular Magnetic Resonance (SCMR) and CMR Working Group of the European Society of Cardiology consensus statement. J. Cardiovasc. Magn. Reson. 2013, 15, 92. [Google Scholar] [CrossRef] [Green Version]
  20. Flett, A.S.; Hayward, M.P.; Ashworth, M.T.; Hansen, M.S.; Taylor, A.M.; Elliott, P.M.; McGregor, C.; Moon, J.C. Equilibrium contrast cardiovascular magnetic resonance for the measurement of diffuse myocardial fibrosis: Preliminary validation in humans. Circulation 2010, 122, 138–144. [Google Scholar] [CrossRef]
  21. Pan, J.A.; Kerwin, M.J.; Salerno, M. Native T1 Mapping, Extracellular Volume Mapping, and Late Gadolinium Enhancement in Cardiac Amyloidosis: A Meta-Analysis. JACC Cardiovasc. Imaging 2020, 13, 1299–1310. [Google Scholar] [CrossRef]
  22. Diao, K.Y.; Yang, Z.G.; Xu, H.Y.; Liu, X.; Zhang, Q.; Shi, K.; Jiang, L.; Xie, L.J.; Wen, L.Y.; Guo, Y.K. Histologic validation of myocardial fibrosis measured by T1 mapping: A systematic review and meta-analysis. J. Cardiovasc. Magn. Reson. 2016, 18, 92. [Google Scholar] [CrossRef] [Green Version]
  23. Bull, S.; White, S.K.; Piechnik, S.K.; Flett, A.S.; Ferreira, V.M.; Loudon, M.; Francis, J.M.; Karamitsos, T.D.; Prendergast, B.D.; Robson, M.D.; et al. Human non-contrast T1 values and correlation with histology in diffuse fibrosis. Heart 2013, 99, 932–937. [Google Scholar] [CrossRef] [Green Version]
  24. Quarta, G.; Gori, M.; Iorio, A.; D’Elia, E.; Moon, J.C.; Iacovoni, A.; Burocchi, S.; Schelbert, E.B.; Brambilla, P.; Sironi, S.; et al. Cardiac magnetic resonance in heart failure with preserved ejection fraction: Myocyte, interstitium, microvascular, and metabolic abnormalities. Eur. J. Heart Fail. 2020, 22, 1065–1075. [Google Scholar] [CrossRef]
  25. Lam, C.S.; Roger, V.L.; Rodeheffer, R.J.; Bursi, F.; Borlaug, B.A.; Ommen, S.R.; Kass, D.A.; Redfield, M.M. Cardiac structure and ventricular-vascular function in persons with heart failure and preserved ejection fraction from Olmsted County, Minnesota. Circulation 2007, 115, 1982–1990. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Maestrini, V.; Treibel, T.A.; White, S.K.; Fontana, M.; Moon, J.C. T1 Mapping for Characterization of Intracellular and Extracellular Myocardial Diseases in Heart Failure. Curr. Cardiovasc. Imaging Rep. 2014, 7, 9287. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. Sado, D.M.; Maestrini, V.; Piechnik, S.K.; Banypersad, S.M.; White, S.K.; Flett, A.S.; Robson, M.D.; Neubauer, S.; Ariti, C.; Arai, A.; et al. Noncontrast myocardial T1 mapping using cardiovascular magnetic resonance for iron overload. J. Magn. Reson. Imaging 2015, 41, 1505–1511. [Google Scholar] [CrossRef] [PubMed]
  28. Karamitsos, T.D.; Piechnik, S.K.; Banypersad, S.M.; Fontana, M.; Ntusi, N.B.; Ferreira, V.M.; Whelan, C.J.; Myerson, S.G.; Robson, M.D.; Hawkins, P.N.; et al. Noncontrast T1 mapping for the diagnosis of cardiac amyloidosis. JACC Cardiovasc. Imaging 2013, 6, 488–497. [Google Scholar] [CrossRef] [Green Version]
  29. Severino, P.; Maestrini, V.; Mariani, M.V.; Birtolo, L.I.; Scarpati, R.; Mancone, M.; Fedele, F. Structural and myocardial dysfunction in heart failure beyond ejection fraction. Heart Fail. Rev. 2020, 25, 9–17. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  30. Fedele, F.; Mancone, M.; Adamo, F.; Severino, P. Heart Failure With Preserved, Mid-Range, and Reduced Ejection Fraction: The Misleading Definition of the New Guidelines. Cardiol. Rev. 2017, 25, 4–5. [Google Scholar] [CrossRef] [Green Version]
  31. Severino, P.; Mariani, M.V.; Fedele, F. Futility in cardiology: The need for a change in perspectives. Eur. J. Heart Fail. 2019, 21, 1483–1484. [Google Scholar] [CrossRef] [PubMed]
  32. Fedele, F.; Severino, P.; Calcagno, S.; Mancone, M. Heart failure: TNM-like classification. J. Am. Coll. Cardiol. 2014, 63, 1959–1960. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Severino, P.; Mather, P.J.; Pucci, M.; D’Amato, A.; Mariani, M.V.; Infusino, F.; Birtolo, L.I.; Maestrini, V.; Mancone, M.; Fedele, F. Advanced Heart Failure and End-Stage Heart Failure: Does a Difference Exist. Diagnostics (Basel) 2019, 9, 170. [Google Scholar] [CrossRef] [Green Version]
  34. Severino, P.; D’Amato, A.; Saglietto, A.; D’Ascenzo, F.; Marini, C.; Schiavone, M.; Ghionzoli, N.; Pirrotta, F.; Troiano, F.; Cannillo, M.; et al. Reduction in heart failure hospitalization rate during coronavirus disease 19 pandemic outbreak. ESC Heart Fail. 2020, 7, 4182–4188. [Google Scholar] [CrossRef]
  35. Hayashi, T.; Yamada, S.; Iwano, H.; Nakabachi, M.; Sakakibara, M.; Okada, K.; Murai, D.; Nishino, H.; Kusunose, K.; Watanabe, K.; et al. Left ventricular global strain for estimating relaxation and filling pressure—A multicenter study. Circ. J. 2016, 80, 1163–1170. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Ito, H.; Ishida, M.; Makino, W.; Goto, Y.; Ichikawa, Y.; Kitagawa, K.; Omori, T.; Dohi, K.; Ito, M.; Sakuma, H. Cardiovascular magnetic resonance feature tracking for characterization of patients with heart failure with preserved ejection fraction: Correlation of global longitudinal strain with invasive diastolic functional indices. J. Cardiovasc. Magn. Reson. 2020, 22, 42. [Google Scholar] [CrossRef] [PubMed]
  37. De Boer, R.A.; De Keulenaer, G.; Bauersachs, J.; Brutsaert, D.; Cleland, J.G.; Diez, J.; Du, X.J.; Ford, P.; Heinzel, F.R.; Lipson, K.E.; et al. Towards better definition, quantification and treatment of fibrosis in heart failure. A scientific roadmap by the Committee of Translational Research of the Heart Failure Association (HFA) of the European Society of Cardiology. Eur. J. Heart Fail. 2019, 21, 272–285. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  38. Hahn, V.S.; Yanek, L.R.; Vaishnav, J.; Ying, W.; Vaidya, D.; Lee, Y.Z.J.; Riley, S.J.; Subramanya, V.; Brown, E.E.; Hopkins, C.D.; et al. Endomyocardial Biopsy Characterization of Heart Failure with Preserved Ejection Fraction and Prevalence of Cardiac Amyloidosis. JACC Heart Fail. 2020, 8, 712–724. [Google Scholar] [CrossRef]
  39. Russell, S.B.; Smith, J.C.; Huang, M.; Trupin, J.S.; Williams, S.M. Pleiotropic Effects of Immune Responses Explain Variation in the Prevalence of Fibroproliferative Diseases. PLoS Genet 2015, 11, e1005568. [Google Scholar] [CrossRef] [Green Version]
  40. Hellwege, J.N.; Torstenson, E.S.; Russell, S.B.; Edwards, T.L.; Velez Edwards, D.R. Evidence of selection as a cause for racial disparities in fibroproliferative disease. PLoS ONE 2017, 12, e0182791. [Google Scholar] [CrossRef] [Green Version]
  41. Lavalle, C.; Mariani, M.V.; Piro, A.; Straito, M.; Severino, P.; Della Rocca, D.G.; Forleo, G.B.; Romero, J.; Di Biase, L.; Fedele, F. Electrocardiographic features, mapping and ablation of idiopathic outflow tract ventricular arrhythmias. J. Interv. Card. Electrophysiol. 2020, 57, 207–218. [Google Scholar] [CrossRef] [PubMed]
  42. Piro, A.; Magnocavallo, M.; Della Rocca, D.G.; Neccia, M.; Manzi, G.; Mariani, M.V.; Straito, M.; Bernardini, A.; Severino, P.; Iannucci, G.; et al. Management of cardiac implantable electronic device follow-up in COVID-19 pandemic: Lessons learned during Italian lockdown. J. Cardiovasc. Electrophysiol. 2020, 31, 2814–2823. [Google Scholar] [CrossRef] [PubMed]
  43. Cuijpers, I.; Simmonds, S.J.; Van Bilsen, M.; Czarnowska, E.; González Miqueo, A.; Heymans, S.; Kuhn, A.R.; Mulder, P.; Ratajska, A.; Jones, E.A.V.; et al. Microvascular and lymphatic dysfunction in HFpEF and its associated comorbidities. Basic Res. Cardiol. 2020, 115, 39. [Google Scholar] [CrossRef] [PubMed]
  44. Michels da Silva, D.; Langer, H.; Graf, T. Inflammatory and molecular pathways in heart failure-ischemia, HFpEF and transthyretin cardiac amyloidosis. Int. J. Mol. Sci. 2019, 20, 2322. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. González, A.; Schelbert, E.B.; Díez, J.; Butler, J. Myocardial Interstitial Fibrosis in Heart Failure: Biological and Translational Perspectives. J. Am. Coll. Cardiol. 2018, 71, 1696–1706. [Google Scholar] [CrossRef]
  46. Su, M.Y.; Lin, L.Y.; Tseng, Y.H.; Chang, C.C.; Wu, C.K.; Lin, J.L.; Tseng, W.Y. CMR-verified diffuse myocardial fibrosis is associated with diastolic dysfunction in HFpEF. JACC Cardiovasc. Imaging 2014, 7, 991–997. [Google Scholar] [CrossRef] [Green Version]
  47. Kanagala, P.; Cheng, A.S.H.; Singh, A.; Khan, J.N.; Gulsin, G.S.; Patel, P.; Gupta, P.; Arnold, J.R.; Squire, I.B.; Ng, L.L.; et al. Relationship between focal and diffuse fibrosis assessed by CMR and clinical outcomes in heart failure with preserved ejection fraction. J. Am. Coll. Cardiol. Imaging 2019, 11 Pt 2, 2291–2301. [Google Scholar] [CrossRef]
  48. Franssen, C.; González Miqueo, A. The role of titin and extracellular matrixremodeling in heart failure with preserved ejection fraction. Neth Heart J. 2016, 24, 259–267. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  49. Kasner, M.; Westermann, D.; Lopez, B.; Gaub, R.; Escher, F.; Kuhl, U.; Schultheiss, H.P.; Tschope, C. Diastolic tissue Doppler indexes correlate with the degree of collagen expression and cross-linking in heart failure and normal ejection fraction. J. Am. Coll. Cardiol. 2011, 57, 977–985. [Google Scholar] [CrossRef] [Green Version]
  50. Mohammed, S.F.; Hussain, S.; Mirzoyev, S.A.; Edwards, W.D.; Maleszewski, J.J.; Redfield, M.M. Coronary microvascular rarefaction and myocardial fibrosis in heart failure with preserved ejection fraction. Circulation 2015, 131, 550–559. [Google Scholar] [CrossRef] [Green Version]
  51. Zile, M.R.; Baicu, C.F.; Ikonomidis, J.S.; Stroud, R.E.; Nietert, P.J.; Bradshaw, A.D.; Slater, R.; Palmer, B.M.; Van Buren, P.; Meyer, M.; et al. Myocardial stiffness in patients with heart failure and a preserved ejection fraction: Contributions of collagen and titin. Circulation 2015, 131, 1247–1259. [Google Scholar] [CrossRef]
  52. Rodriguez, C.; Martinez-Gonzalez, J. The role of Lysyl oxidase enzymes in cardiac function and remodeling. Cells 2019, 8, 1483. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  53. Nikolajević Starčević, J.; Janić, M.; Šabovič, M. Molecular Mechanisms Responsible for Diastolic Dysfunction in Diabetes Mellitus Patients. Int. J. Mol. Sci. 2019, 20, 1197. [Google Scholar] [CrossRef] [Green Version]
  54. Nakamori, S.; Dohi, K.; Ishida, M.; Goto, Y.; Imanaka-Yoshida, K.; Omori, T.; Goto, I.; Kumagai, N.; Fujimoto, N.; Ichikawa, Y.; et al. Native T1 Mapping and Extracellular Volume Mapping for the Assessment of Diffuse Myocardial Fibrosis in Dilated Cardiomyopathy. JACC Cardiovasc. Imaging 2018, 11, 48–59. [Google Scholar] [CrossRef] [PubMed]
  55. Rommel, K.P.; von Roeder, M.; Latuscynski, K.; Oberueck, C.; Blazek, S.; Fengler, K.; Besler, C.; Sandri, M.; Lücke, L.; Gutberlet, M.; et al. Extracellular volume fraction for characterization of patients with heart failure and preserved ejection fraction. J. Am. Coll. Cardiol. 2016, 67, 1815–1825. [Google Scholar] [CrossRef]
  56. Ruberg, F.L.; Berk, J.L. Transthyretin (TTR) cardiac amyloidosis. Circulation 2012, 126, 1286–1300. [Google Scholar] [CrossRef] [Green Version]
  57. Garcia-Pavia, P.; Rapezzi, C.; Adler, Y.; Arad, M.; Basso, C.; Brucato, A.; Burazor, I.; Caforio, A.L.P.; Damy, T.; Eriksson, U.; et al. Diagnosis and treatment of cardiac amyloidosis: A position statement of the ESC Working Group on Myocardial and Pericardial Diseases. Eur. Heart J. 2021, 42, 1554–1568. [Google Scholar] [CrossRef]
  58. Hawkins, P.N.; Ando, Y.; Dispenzeri, A.; Gonzalez-Duarte, A.; Adams, D.; Suhr, O.B. Evolving landscape in the management of transthyretin amyloidosis. Ann. Med. 2015, 47, 625–638. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  59. Treibel, T.A.; Fontana, M.; Gilbertson, J.A.; Castelletti, S.; White, S.K.; Scully, P.R.; Roberts, N.; Hutt, D.F.; Rowczenio, D.M.; Whelan, C.J.; et al. Occult Transthyretin Cardiac Amyloid in Severe Calcific Aortic Stenosis: Prevalence and Prognosis in Patients Undergoing Surgical Aortic Valve Replacement. Circ. Cardiovasc. Imaging 2016, 9, e005066. [Google Scholar] [CrossRef] [Green Version]
  60. Maceira, A.M.; Joshi, J.; Prasad, S.K.; Moon, J.C.; Perugini, E.; Harding, I.; Sheppard, M.N.; Poole-Wilson, P.A.; Hawkins, P.N.; Pennell, D.J. Cardiovascular magnetic resonance in cardiac amyloidosis. Circulation 2005, 111, 186–193. [Google Scholar] [CrossRef] [Green Version]
  61. Dungu, J.N.; Valencia, O.; Pinney, J.H.; Gibbs, S.D.; Rowczenio, D.; Gilbertson, J.A.; Lachmann, H.J.; Wechalekar, A.; Gillmore, J.D.; Whelan, C.J.; et al. CMR-based differentiation of AL and ATTR cardiac amyloidosis. JACC Cardiovasc. Imaging 2014, 7, 133–142. [Google Scholar] [CrossRef] [Green Version]
  62. Mishra, S.; Kass, D.A. Cellular and molecular pathobiology of heart failure with preserved ejection fraction. Nat. Rev. Cardiol. 2021, 18, 400–423. [Google Scholar] [CrossRef]
  63. Van Heerebeek, L.; Franssen, C.P.; Hamdani, N.; Verheugt, F.W.; Somsen, G.A.; Paulus, W.J. Molecular and cellular basis for diastolic dysfunction. Curr. Heart Fail. Rep. 2012, 9, 293–302. [Google Scholar] [CrossRef]
  64. Caporizzo, M.A.; Chen, C.Y.; Bedi, K.; Margulies, K.B.; Prosser, B.L. Microtubules Increase Diastolic Stiffness in Failing Human Cardiomyocytes and Myocardium. Circulation 2020, 141, 902–915. [Google Scholar] [CrossRef] [PubMed]
  65. Benech, J.C.; Benech, N.; Zambrana, A.I.; Rauschert, I.; Bervejillo, V.; Oddone, N.; Damián, J.P. Diabetes increases stiffness of live cardiomyocytes measured by atomic force microscopy nanoindentation. Am. J. Physiol. Cell Physiol. 2014, 307, C910–C919. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  66. Simmonds, S.J.; Cuijpers, I.; Heymans, S.; Jones, E.A.V. Cellular and Molecular Differences between HFpEF and HFrEF: A Step Ahead in an Improved Pathological Understanding. Cells 2020, 9, 242. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Fouad, F.M.; Slominski, J.M.; Tarazi, R.C. Left ventricular diastolic function in hypertension: Relation to left ventricular mass and systolic function. J. Am. Coll. Cardiol. 1984, 3, 1500–1506. [Google Scholar] [CrossRef] [Green Version]
  68. Zile, M.R.; Baicu, C.F.; Gaasch, W.H. Diastolic heart failure—abnormalities in active relaxation and passive stiffness of the left ventricle. N. Engl. J. Med. 2004, 350, 1953–1959. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  69. Alyodo, D.; Anderson, R.W.; Parrish, D.G.; Dai, X.Z.; Bache, R.J. Alteration of myocardial blood flow associated with experimental canine left ventricular hypertrophy secondary to valvular aortic stenosis. Circ. Res. 1986, 58, 47–57. [Google Scholar] [CrossRef] [Green Version]
  70. Anversa, P.; Rocci, R.; Olivetti, G. Quantitative structural analysis of the myocardium during physiologic growth and induced cardiac hypertrophy: A review. J. Am. Coll. Cardiol. 1986, 7, 1140–1149. [Google Scholar] [CrossRef] [Green Version]
  71. Omori, T.; Nakamori, S.; Fujimoto, N.; Ishida, M.; Kitagawa, K.; Ichikawa, Y.; Kumagai, N.; Kurita, T.; Imanaka-Yoshida, K.; Hiroe, M.; et al. Myocardial Native T1 Predicts Load-Independent Left Ventricular Chamber Stiffness in Patients With HFpEF. JACC Cardiovasc. Imaging 2020, 13, 2117–2128. [Google Scholar] [CrossRef] [PubMed]
  72. White, S.K.; Sado, D.M.; Fontana, M.; Banypersad, S.M.; Maestrini, V.; Flett, A.S.; Piechnik, S.K.; Robson, M.D.; Hausenloy, D.J.; Sheikh, A.M.; et al. T1 mapping for myocardial extracellular volume measurement by CMR: Bolus only versus primed infusion technique. JACC Cardiovasc. Imaging 2013, 6, 955e62. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  73. Everett, R.J.; Stirrat, C.G.; Semple, S.I.; Newby, D.E.; Dweck, M.R.; Mirsadraee, S. Assessment of myocardial fibrosis with T1 mapping MRI. Clin. Radiol. 2016, 768–778. [Google Scholar] [CrossRef] [PubMed]
  74. Poyhonen, P.; Kivisto, S.; Holmstrom, M.; Hanninen, H. Quantifying late gadolinium enhancement on CMR provides additional prognostic information in early risk stratification of nonischemic cardiomyopathy: A cohort study. BMC Cardiovasc. Disord. 2014, 110. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  75. Kato, S.; Saito, N.; Kirigaya, H.; Gyotoku, D.; Iinuma, N.; Kusakawa, Y.; Iguchi, K.; Nakachi, T.; Fukui, K.; Futaki, M.; et al. Prognostic significance of quantitative assessment of focal myocardial fibrosis in patients with heart failure with preserved ejection fraction. Int. J. Cardiol. 2015, 191, 314–319. [Google Scholar] [CrossRef]
  76. Mascherbauer, J.; Marzluf, B.A.; Tufaro, C.; Pfaffenberger, S.; Graf, A.; Wexberg, P.; Panzenböck, A.; Jakowitsch, J.; Bangert, C.; Laimer, D.; et al. Cardiac magnetic resonance postcontrast T1 time is associated with outcome in patients with heart failure and preserved ejection fraction. Circ. Cardiovasc. Imaging 2013, 6, 1056–1065. [Google Scholar] [CrossRef] [Green Version]
  77. Assadi, H.; Jones, R.; Swift, A.J.; Al-Mohammad, A.; Garg, P. Cardiac MRI for the prognostication of heart failure with preserved ejection fraction: A systematic review and meta-analysis. Magn. Reson. Imaging 2021, 76, 116–122. [Google Scholar] [CrossRef]
  78. Schelbert, E.B.; Fridman, Y.; Wong, T.C.; Abu Daya, H.; Piehler, K.M.; Kadakkal, A.; Miller, C.A.; Ugander, M.; Maanja, M.; Kellman, P.; et al. Temporal relation between myocardial fibrosis and heart failure with preserved ejection fraction: Association with baseline disease severity and subsequent outcome. JAMA Cardiol. 2017, 2, 995–1006. [Google Scholar] [CrossRef]
  79. Roy, C.; Slimani, A.; de Meester, C.; Amzulescu, M.; Pasquet, A.; Vancraeynest, D.; Beauloye, C.; Vanoverschelde, J.-L.; Gerber, B.L.; Pouleur, A.C. Associations and prognostic significance of diffuse myocardial fibrosis by cardiovascular magnetic resonance in heart failure with preserved ejection fraction. J. Cardiovasc. Magn. Reson. 2018, 20, 55. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  80. Duca, F.; Kammerlander, A.A.; Zotter-Tufaro, C.; Aschauer, S.; Schwaiger, M.L.; Marzluf, B.A.; Bonderman, D.; Mascherbauer, J. Interstitial Fibrosis, Functional Status, and Outcomes in Heart Failure with Preserved Ejection Fraction Insights From a Prospective Cardiac Magnetic Resonance Imaging Study. Circ. Cardiovasc. Imaging 2016, 9, e005277. [Google Scholar] [CrossRef] [Green Version]
  81. Kunadian, V.; Chieffo, A.; Camici, P.G.; Berry, C.; Escaned, J.; Maas, A.H.E.M.; Prescott, E.; Karam, N.; Appelman, Y.; Fraccaro, C.; et al. An EAPCI Expert Consensus Document on Ischaemia with Non-Obstructive Coronary Arteries in Collaboration with European Society of Cardiology Working Group on Coronary Pathophysiology & Microcirculation Endorsed by Coronary Vasomotor Disorders International Study Group. EuroIntervention 2021, 16, 1049–1069. [Google Scholar] [CrossRef]
  82. Padro, T.; Manfrini, O.; Bugiardini, R.; Canty, J.; Cenko, E.; De Luca, G.; Duncker, D.J.; Eringa, E.C.; Koller, A.; Tousoulis, D.; et al. ESC Working Group on Coronary Pathophysiology and Microcirculation position paper on ‘coronary microvascular dysfunction in cardiovascular disease’. Cardiovasc. Res. 2020, 116, 741–755. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  83. Knuuti, J.; Wijns, W.; Saraste, A.; Capodanno, D.; Barbato, E.; Funck-Brentano, C.; Eva Prescott, E.; Storey, R.F.; Deaton, C.; Cuisset, T.; et al. 2019 ESC Guidelines for the diagnosis and management of chronic coronary syndromes: The Task Force for the diagnosis and management of chronic coronary syndromes of the European Society of Cardiology (ESC). Eur. Heart J. 2020, 41, 407–477. [Google Scholar] [CrossRef] [PubMed]
  84. Alexander, Y.; Osto, E.; Schmidt-Trucksäss, A.; Shechter, M.; Trifunovic, D.; Duncker, D.J.; Aboyans, V.; Bäck, M.; Badimon, L.; Cosentino, F.; et al. Endothelial function in cardiovascular medicine: A consensus paper of the European Society of Cardiology Working Groups on Atherosclerosis and Vascular Biology, Aorta and Peripheral Vascular Diseases, Coronary Pathophysiology and Microcirculation, and Thrombosis. Cardiovasc. Res. 2021, 117, 29–42. [Google Scholar] [CrossRef] [Green Version]
  85. Severino, P.; D’Amato, A.; Pucci, M.; Infusino, F.; Adamo, F.; Birtolo, L.I.; Netti, L.; Montefusco, G.; Chimenti, C.; Lavalle, C.; et al. Ischemic Heart Disease Pathophysiology Paradigms Overview: From Plaque Activation to Microvascular Dysfunction. Int. J. Mol. Sci. 2020, 21, 8118. [Google Scholar] [CrossRef]
  86. Camici, P.G.; Tschöpe, C.; Di Carli, M.F.; Rimoldi, O.; Van Linthout, S. Coronary microvascular dysfunction in hypertrophy and heart failure. Cardiovasc. Res. 2020, 116, 806–816. [Google Scholar] [CrossRef] [PubMed]
  87. Chimenti, C.; Russo, A.; Pieroni, M.; Calabrese, F.; Verardo, R.; Thiene, G.; Russo, M.A.; Maseri, A.; Frustaci, A. Intramyocyte detection of Epstein-Barr virus genome by laser capture microdissection in patients with inflammatory cardiomyopathy. Circulation 2004, 110, 3534–3539. [Google Scholar] [CrossRef] [Green Version]
  88. Basoli, A.; Cametti, C.; Satriani, F.G.; Mariani, P.; Severino, P. Hemocompatibility of stent materials: Alterations in electrical parameters of erythrocyte membranes. Vasc Health Risk Manag. 2012, 8, 197–204. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  89. Alecrin, I.N.; Aldrighi, J.M.; Caldas, M.A.; Gebara, O.C.; Lopes, N.H.; Ramires, J.A.F. Acute and chronic effects of oestradiol on left ventricular diastolic function in hypertensive postmenopausal women with left ventricular diastolic dysfunction. Heart 2004, 90, 777–781. [Google Scholar] [CrossRef] [Green Version]
  90. Severino, P.; D’Amato, A.; Netti, L.; Pucci, M.; Infusino, F.; Maestrini, V.; Mancone, M.; Fedele, F. Myocardial Ischemia and Diabetes Mellitus: Role of Oxidative Stress in the Connection between Cardiac Metabolism and Coronary Blood Flow. J. Diabetes Res. 2019, 2019, 9489826. [Google Scholar] [CrossRef]
  91. Severino, P.; D’Amato, A.; Netti, L.; Pucci, M.; De Marchis, M.; Palmirotta, R.; Volterrani, M.; Mancone, M.; Fedele, F. Diabetes Mellitus and Ischemic Heart Disease: The Role of Ion Channels. Int. J. Mol. Sci. 2018, 19, 802. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  92. Severino, P.; D’Amato, A.; Pucci, M.; Infusino, F.; Birtolo, L.I.; Mariani, M.V.; Lavalle, C.; Maestrini, V.; Mancone, M.; Fedele, F. Ischemic Heart Disease and Heart Failure: Role of Coronary Ion Channels. Int. J. Mol. Sci. 2020, 21, 3167. [Google Scholar] [CrossRef]
  93. Mitacchione, G.; Schiavone, M.; Curnis, A.; Arca, M.; Antinori, S.; Gasperetti, A.; Mascioli, G.; Severino, P.; Sabato, F.; Caracciolo, M.M.; et al. Impact of prior statin use on clinical outcomes in COVID-19 patients: Data from tertiary referral hospitals during COVID-19 pandemic in Italy. J. Clin. Lipidol. 2021, 15, 68–78. [Google Scholar] [CrossRef] [PubMed]
  94. Van de Wouw, J.; Sorop, O.; Van Drie, R.W.A.; Van Duin, R.W.B.; Nguyen, I.T.N.; Joles, J.A.; Verhaar, M.C.; Merkus, D.; Duncker, D.J. Perturbations in myocardial perfusion and oxygen balance in swine with multiple risk factors: A novel model of ischemia and no obstructive coronary artery disease. Basic Res. Cardiol. 2020, 115, 21. [Google Scholar] [CrossRef] [PubMed]
  95. Campbell, D.J.; Somaratne, J.B.; Prior, D.L.; Yii, M.; Kenny, J.F.; Newcomb, A.E.; Kelly, D.J.; Black, M.J. Obesity is associated with lower coronary microvascular density. PLoS ONE 2013, 8, e81798. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  96. Baron, A.D.; Tarshoby, M.; Hook, G.; Lazaridis, E.N.; Cronin, J.; Johnson, A.; Steinberg, H.O. Interaction between insulin sensitivity and muscle perfusion on glucose uptake in human skeletal muscle: Evidence for capillary recruitment. Diabetes 2000, 49, 768–774. [Google Scholar] [CrossRef] [Green Version]
  97. Gonzalez-Quesada, C.; Cavalera, M.; Biernacka, A.; Kong, P.; Lee, D.W.; Saxena, A.; Frunza, O.; Dobaczewski, M.; Shinde, A.; Frangogiannis, N.G. Thrombospondin-1 induction in the diabetic myocardium stabilizes the cardiac matrix in addition to promoting vascular rarefaction through angiopoietin-2 upregulation. Circ. Res. 2013, 113, 1331–1344. [Google Scholar] [CrossRef] [Green Version]
  98. Alex, L.; Russo, I.; Holoborodko, V.; Frangogiannis, N.G. Characterization of a mouse model of obesity-related fibrotic cardiomyopathy that recapitulates features of human heart failure with preserved ejection fraction. Am. J. Physiol. Heart Circ. Physiol. 2018, 315, H934–H949. [Google Scholar] [CrossRef] [Green Version]
  99. Jacob, M.; Paul, O.; Mehringer, L.; Chappell, D.; Rehm, M.; Welsch, U.; Kaczmarek, I.; Conzen, P.; Becker, B.F. Albumin augmentation improves condition of guinea pig hearts after 4 h of cold ischemia. Transplantation 2009, 87, 956–965. [Google Scholar] [CrossRef]
  100. Welsh, L. Vascular permeability—The essentials. Upsala J. Med. Sci. 2015, 120, 135–143. [Google Scholar] [CrossRef] [Green Version]
  101. Van Dijk, C.G.M.; Oosterhuis, N.R.; Xu, Y.J.; Brandt, M.; Paulus, W.J.; van Heerebeek, L.; Duncker, D.J.; Verhaar, M.C.; Fontoura, D.; Lourenço, A.P.; et al. Distinct Endothelial Cell Responses in the Heart and Kidney Microvasculature Characterize the Progression of Heart Failure With Preserved Ejection Fraction in the Obese ZSF1 Rat with Cardiorenal Metabolic Syndrome. Circ. Heart Fail. 2016, 9, e002760. [Google Scholar] [CrossRef]
  102. Zeng, H.; He, X.; Tuo, Q.H.; Liao, D.F.; Zhang, G.Q.; Chen, J.X. LPS causes pericyte loss and microvascular dysfunction via disruption of Sirt3/angiopoietins/Tie-2 and HIF-2α/Notch3 pathways. Sci. Rep. 2016, 6, 20931. [Google Scholar] [CrossRef] [Green Version]
  103. Zeng, H.; Chen, J.X. Sirtuin 3, Endothelial Metabolic Reprogramming, and Heart Failure With Preserved Ejection Fraction. J. Cardiovasc. Pharmacol. 2019, 74, 315–323. [Google Scholar] [CrossRef]
  104. Fedele, F.; Severino, P.; Bruno, N.; Stio, R.; Caira, C.; D’Ambrosi, A.; Brasolin, B.; Ohanyan, V.; Mancone, M. Role of ion channels in coronary microcirculation: A review of the literature. Future Cardiol. 2013, 9, 897–905. [Google Scholar] [CrossRef]
  105. Fedele, F.; Mancone, M.; Chilian, W.M.; Severino, P.; Canali, E.; Logan, S.; De Marchis, M.L.; Volterrani, M.; Palmirotta, R.; Guadagni, F. Role of genetic polymorphisms of ion channels in the pathophysiology of coronary microvascular dysfunction and ischemic heart disease. Basic Res. Cardiol. 2013, 108, 387. [Google Scholar] [CrossRef] [Green Version]
  106. Severino, P.; D’Amato, A.; Netti, L.; Pucci, M.; Mariani, M.V.; Cimino, S.; Birtolo, L.I.; Infusino, F.; De Orchi, P.; Palmirotta, R.; et al. Susceptibility to ischaemic heart disease: Focusing on genetic variants for ATP-sensitive potassium channel beyond traditional risk factors. Eur. J. Prev. Cardiol. 2020, 2047487320926780. [Google Scholar] [CrossRef] [PubMed]
  107. Goodwill, A.G.; Dick, G.M.; Kiel, A.M.; Tune, J.D. Regulation of Coronary Blood Flow. Compr. Physiol. 2017, 7, 321–382. [Google Scholar] [CrossRef] [Green Version]
  108. Ludwig, L.L.; Schertel, E.R.; Pratt, J.W.; McClure, D.E.; Ying, A.J.; Heck, C.F.; Myerowitz, P.D. Impairment of left ventricular function by acute cardiac lymphatic obstruction. Cardiovasc. Res. 1997, 33, 164–171. [Google Scholar] [CrossRef] [Green Version]
  109. Reddy, Y.N.V.; Obokata, M.; Wiley, B.; Koepp, K.E.; Jorgenson, C.C.; Egbe, A.; Melenovsky, V.; Carter, R.E.; Borlaug, B.A. The haemodynamic basis of lung congestion during exercise in heart failure with preserved ejection fraction. Eur. Heart J. 2019, 40, 3721–3730. [Google Scholar] [CrossRef] [PubMed]
  110. Zawieja, S.D.; Gasheva, O.; Zawieja, D.C.; Muthuchamy, M. Blunted flow-mediated responses and diminished nitric oxide synthase expression in lymphatic thoracic ducts of a rat model of metabolic syndrome. Am. J. Physiol. Heart Circ. Physiol. 2016, 310, H385–H393. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  111. Zawieja, S.D.; Wang, W.; Chakraborty, S.; Zawieja, D.C.; Muthuchamy, M. Macrophage alterations within the mesenteric lymphatic tissue are associated with impairment of lymphatic pump in metabolic syndrome. Microcirculation 2016, 23, 558–570. [Google Scholar] [CrossRef] [Green Version]
  112. Nitti, M.D.; Hespe, G.E.; Kataru, R.P.; GarcíaNores, G.D.; Savetsky, I.L.; Torrisi, J.S.; Gardenier, J.C.; Dannenberg, A.J.; Mehrara, B.J. Obesity-induced lymphatic dysfunction is reversible with weight loss. J. Physiol. 2016, 594, 7073–7087. [Google Scholar] [CrossRef] [PubMed]
  113. Scallan, J.P.; Hill, M.A.; Davis, M.J. Lymphatic vascular integrity is disrupted in type 2 diabetes due to impaired nitric oxide signalling. Cardiovasc. Res. 2015, 107, 89–97. [Google Scholar] [CrossRef] [Green Version]
  114. Yang, G.H.; Zhou, X.; Ji, W.J.; Zeng, S.; Dong, Y.; Tian, L.; Bi, Y.; Guo, Z.Z.; Gao, F.; Chen, H.; et al. Overexpression of VEGF-C attenuates chronic high salt intake-induced left ventricular maladaptive remodeling in spontaneously hypertensive rats. Am. J. Physiol. Heart Circ. Physiol. 2014, 306, H598–H609. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  115. Lopez Gelston, C.A.; Balasubbramanian, D.; Abouelkheir, G.R.; Lopez, A.H.; Hudson, K.R.; Johnson, E.R.; Muthuchamy, M.; Mitchell, B.M.; Rutkowski, J.M. Enhancing Renal Lymphatic Expansion Prevents Hypertension in Mice. Circ. Res. 2018, 122, 1094–1101. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  116. Kato, S.; Saito, N.; Kirigaya, H.; Gyotoku, D.; Iinuma, N.; Kusakawa, Y.; Iguchi, K.; Nakachi, T.; Fukui, K.; Futaki, M.; et al. Impairment of coronary flow reserve evaluated by phase contrast cine-magnetic resonance imaging in patients with heart failure with preserved ejection fraction. J. Am. Heart Assoc. 2016, 5, e002649. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  117. Löffler, A.I.; Pan, J.A.; Balfour, P.C., Jr.; Shaw, P.W.; Yang, Y.; Nasir, M.; Auger, D.A.; Epstein, F.H.; Kramer, C.M.; Gan, L.M.; et al. Frequency of Coronary Microvascular Dysfunction and Diffuse Myocardial Fibrosis (Measured by Cardiovascular Magnetic Resonance) in Patients With Heart Failure and Preserved Left Ventricular Ejection Fraction. Am. J. Cardiol. 2019, 124, 1584–1589. [Google Scholar] [CrossRef] [PubMed]
  118. Shah, S.J.; Lam, C.S.P.; Svedlund, S.; Saraste, A.; Hage, C.; Tan, R.S.; Beussink-Nelson, L.; Fermer, M.L.; Broberg, M.A.; Gan, L.M.; et al. Prevalence and correlates of coronary microvascular dysfunction in heart failure with preserved ejection fraction: PROMIS-HFpEF. Eur. Heart J. 2018, 39, 3439–3450. [Google Scholar] [CrossRef]
  119. Packer, M.; Lam, C.S.P.; Lund, L.H.; Maurer, M.S.; Borlaug, B.A. Characterization of the inflammatory-metabolic phenotype of heart failure with a preserved ejection fraction: A hypothesis to explain influence of sex on the evolution and potential treatment of the disease. Eur. J. Heart Fail. 2020, 22, 1551–1567. [Google Scholar] [CrossRef]
  120. Severino, P.; Netti, L.; Mariani, M.V.; Maraone, A.; D’Amato, A.; Scarpati, R.; Infusino, F.; Pucci, M.; Lavalle, C.; Maestrini, V.; et al. Prevention of Cardiovascular Disease: Screening for Magnesium Deficiency. Cardiol. Res. Pr. 2019, 2019, 4874921. [Google Scholar] [CrossRef] [Green Version]
  121. Obokata, M.; Reddy, Y.N.V.; Pislaru, S.V.; Melenovsky, V.; Borlaug, B.A. Evidence supporting the existence of a distinct obese phenotype of heart failure with preserved ejection fraction. Circulation 2017, 136, 6–19. [Google Scholar] [CrossRef]
  122. Foussier, C.; Barral, P.A.; Jerosh-Herold, M.; Gariboldi, V.; Rapacchi, S.; Gallon, A.; Bartoli, A.; Bentatou, Z.; Guye, M.; Bernard, M.; et al. Quantification of diffuse myocardial fibrosis using CMR extracellular volume fraction and serum biomarkers of collagen turnover with histologic quantification as standard of reference. Diagn. Interv. Imaging. 2021, 102, 163–169. [Google Scholar] [CrossRef] [PubMed]
  123. Venteclef, N.; Guglielmi, V.; Balse, E.; Gaborit, B.; Cotillard, A.; Atassi, F.; Amour, J.; Leprince, P.; Dutour, A.; Clément, K.; et al. Human epicardial adipose tissue induces fibrosis of the atrial myocardium through the secretion of adipo-fibrokines. Eur. Heart J. 2015, 36, 795–805. [Google Scholar] [CrossRef] [Green Version]
  124. Severino, P.; Mariani, M.V.; Maraone, A.; Piro, A.; Ceccacci, A.; Tarsitani, L.; Maestrini, V.; Mancone, M.; Lavalle, C.; Pasquini, M.; et al. Triggers for Atrial Fibrillation: The Role of Anxiety. Cardiol. Res. Pr. 2019, 2019, 1208505. [Google Scholar] [CrossRef]
  125. Magnocavallo, M.; Bellasi, A.; Mariani, M.V.; Fusaro, M.; Ravera, M.; Paoletti, E.; Di Iorio, B.; Barbera, V.; Della Rocca, D.G.; Palumbo, R.; et al. Thromboembolic and Bleeding Risk in Atrial Fibrillation Patients with Chronic Kidney Disease: Role of Anticoagulation Therapy. J. Clin. Med. 2020, 10, 83. [Google Scholar] [CrossRef] [PubMed]
  126. Mariani, M.V.; Magnocavallo, M.; Straito, M.; Piro, A.; Severino, P.; Iannucci, G.; Chimenti, C.; Mancone, M.; Rocca, D.G.D.; Forleo, G.B.; et al. Direct oral anticoagulants versus vitamin K antagonists in patients with atrial fibrillation and cancer a meta-analysis. J. Thromb. Thrombolysis 2021, 51, 419–429. [Google Scholar] [CrossRef] [PubMed]
  127. Wu, C.K.; Lee, J.K.; Hsu, J.C.; Su, M.M.; Wu, Y.F.; Lin, T.T.; Lan, C.W.; Hwang, J.J.; Lin, L.Y. Myocardial adipose deposition and the development of heart failure with preserved ejection fraction. Eur. J. Heart Fail. 2020, 22, 445–454. [Google Scholar] [CrossRef] [PubMed]
  128. Koepp, K.E.; Obokata, M.; Reddy, Y.N.V.; Olson, T.P.; Borlaug, B.A. Hemodynamic and functional impact of epicardial adipose tissue in heart failure with preserved ejection fraction. JACC Heart Fail. 2020, 8, 657–666. [Google Scholar] [CrossRef] [PubMed]
  129. Gronemeyer, S.A.; Steen, R.G.; Kauffman, W.M.; Reddick, W.E.; Glass, J.O. Fast adipose tissue (FAT) assessment by MRI. Magn. Reson. Imaging 2000, 18, 815–818. [Google Scholar] [CrossRef]
  130. Wu, C.K.; Tsai, H.Y.; Su, M.M.; Wu, Y.F.; Hwang, J.J.; Lin, J.L.; Lin, L.Y.; Chen, J.J. Evolutional change in epicardial fat and its correlation with myocardial diffuse fibrosis in heart failure patients. J. Clin. Lipidol. 2017, 11, 1421–1431. [Google Scholar] [CrossRef] [PubMed]
  131. Mahmod, M.; Pal, N.; Rayner, J.; Holloway, C.; Raman, B.; Dass, S.; Levelt, E.; Ariga, R.; Ferreira, V.; Banerjee, R.; et al. The interplay between metabolic alterations, diastolic strain rate and exercise capacity in mild heart failure with preserved ejection fraction: A cardiovascular magnetic resonance study. J. Cardiovasc. Magn. Reson. 2018, 20, 88. [Google Scholar] [CrossRef]
  132. Pu, Q.; Larouche, I.; Schiffrin, E.L. Effect of dual angiotensin converting enzyme/neutral endopeptidase inhibition, angiotensin converting enzyme inhibition, or AT1 antagonism on coronary microvasculature in spontaneously hypertensive rats. Am. J. Hypertens. 2003, 11 Pt 1, 931–937. [Google Scholar] [CrossRef] [Green Version]
  133. Tamura, N.; Ogawa, Y.; Chusho, H.; Nakamura, K.; Nakao, K.; Suda, M.; Kasahara, M.; Hashimoto, R.; Katsuura, G.; Mukoyama, M.; et al. Cardiac fibrosis in mice lacking brain natriuretic peptide. Proc. Natl. Acad. Sci. USA 2000, 97, 4239–4244. [Google Scholar] [CrossRef] [Green Version]
  134. Santos-Alvarez, J.; Goberna, R.; Sánchez-Margalet, V. Human leptin stimulates proliferation and activation of human circulating monocytes. Cell Immunol. 1999, 194, 6–11. [Google Scholar] [CrossRef] [PubMed]
  135. Saucillo, D.C.; Gerriets, V.A.; Sheng, J.; Rathmell, J.C.; Maciver, N.J. Leptin metabobolically licenses T cells for activation to link nutrition and immunity. J. Immunol. 2014, 192, 136–144. [Google Scholar] [CrossRef] [Green Version]
  136. Moudgil, R.; Samra, G.; Ko, K.A.; Vu, H.T.; Thomas, T.N.; Luo, W.; Chang, J.; Reddy, A.K.; Fujiwara, K.; Abe, J.I. Topoisomerase 2B Decrease Results in Diastolic Dysfunction via p53 and Akt: A Novel Pathway. Front. Cardiovasc. Med. 2020, 7, 594123. [Google Scholar] [CrossRef] [PubMed]
  137. Van den Hoogen, P.; De Jager, S.C.A.; Huibers, M.M.H.; Schoneveld, A.H.; Puspitasari, Y.M.; Valstar, G.B.; Oerlemans, M.I.F.J.; De Weger, R.A.; Doevendans, P.A.; Den Ruijter, H.M.; et al. Increased circulating IgG levels, myocardial immune cells and IgG deposits support a role for an immune response in pre- and end-stage heart failure. J. Cell. Mol. Med. 2019, 23, 7505–7516. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  138. Prenner, S.B.; Pillutla, R.; Yenigalla, S.; Gaddam, S.; Lee, J.; Obeid, M.J.; Ans, A.H.; Jehangir, Q.; Kim, J.; Zamani, P.; et al. Serum Albumin Is a Marker of Myocardial Fibrosis, Adverse Pulsatile Aortic Hemodynamics, and Prognosis in Heart Failure With Preserved Ejection Fraction. J. Am. Heart Assoc. 2020, 9, e014716. [Google Scholar] [CrossRef]
  139. Charles, C.J.; Lee, P.; Li, R.R.; Yeung, T.; Ibraham Mazlan, S.M.; Tay, Z.W.; Abdurrachim, D.; Teo, X.Q.; Wang, W.H.; De Kleijn, D.P.V.; et al. A porcine model of heart failure with preserved ejection fraction: Magnetic resonance imaging and metabolic energetics. ESC Heart Fail. 2020, 7, 92–102. [Google Scholar] [CrossRef] [PubMed]
  140. Sankaralingam, S.; Lopaschuk, G.D. Cardiac energy metabolic alterations in pressure overload–induced left and right heart failure (2013 Grover Conference Series). Pulm. Circ. 2015, 5, 15–28. [Google Scholar] [CrossRef] [Green Version]
  141. Lydell, C.P.; Chan, C.P.; Wambolt, R.B.; Sambandam, N.; Parsons, H.; Bondy, G.P.; Rodrigues, B.; Popov, K.M.; Harris, R.A.; Brownsey, R.W.; et al. Pyruvate dehydrogenase and the regulation of glucose oxidation in hypertrophied rat hearts. Cardiovasc. Res. 2002, 53, 841–851. [Google Scholar] [CrossRef] [Green Version]
  142. Doenst, T.; Pytel, G.; Schrepper, A.; Amorim, P.; Färber, G.; Shingu, Y.; Mohr, F.W.; Schwarzer, M. Decreased rates of substrate oxidation ex vivo predict the onset of heart failure and contractile dysfunction in rats with pressure overload. Cardiovasc. Res. 2010, 86, 461–470. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  143. Kundu, B.K.; Zhong, M.; Sen, S.; Davogustto, G.; Keller, S.R.; Taegtmeyer, H. Remodeling of glucose metabolism precedes pressure overload-induced left ventricular hypertrophy: Review of a hypothesis. Cardiology 2015, 130, 211–220. [Google Scholar] [CrossRef] [Green Version]
  144. Sampath, S.; Parimal, A.S.; Huang, W.; Manigbas, E.; Gsell, W.; Chang, M.M.L.; Qiu, A.; Jacobsen, K.; Evelhoch, J.L.; Chin, C.L. Quantification of regional myocardial mean intracellular water lifetime: A nonhuman primate study in myocardial stress. NMR Biomed. 2020, 33, e4248. [Google Scholar] [CrossRef] [PubMed]
  145. Zhang, Y.; Poirier-Quinot, M.; Springer, C.S., Jr.; Balschi, J.A. Active trans-plasma membrane water cycling in yeast is revealed by NMR. Biophys. J. 2011, 101, 2833–2842. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  146. Zinman, B.; Lachin, J.M.; Inzucchi, S.E. Empagliflozin, Cardiovascular Outcomes, and Mortality in Type 2 Diabetes. N. Engl. J. Med. 2015, 374, 1094. [Google Scholar] [CrossRef] [PubMed]
  147. Shah, S.J. Precision Medicine for Heart Failure with Preserved Ejection Fraction: An Overview. J. Cardiovasc. Transl. Res. 2017, 10, 233–244. [Google Scholar] [CrossRef] [PubMed]
  148. Hahn, V.S.; Knutsdottir, H.; Luo, X.; Bedi, K.; Margulies, K.B.; Haldar, S.M.; Stolina, M.; Yin, J.; Khakoo, A.Y.; Vaishnav, J.; et al. Myocardial Gene Expression Signatures in Human Heart Failure with Preserved Ejection Fraction. Circulation 2021, 143, 120–134. [Google Scholar] [CrossRef] [PubMed]
  149. Chen, Y.T.; Wong, L.L.; Liew, O.W.; Richards, A.M. Heart Failure with Reduced Ejection Fraction (HFrEF) and Preserved Ejection Fraction (HFpEF): The Diagnostic Value of Circulating MicroRNAs. Cells 2019, 8, 1651. [Google Scholar] [CrossRef] [Green Version]
  150. Zile, M.R.; Jhund, P.S.; Baicu, C.F.; Claggett, B.L.; Pieske, B.; Voors, A.A.; Prescott, M.F.; Shi, V.; Lefkowitz, M.; McMurray, J.J.; et al. Prospective Comparison of ARNI with ARB on Management of Heart Failure with Preserved Ejection Fraction (PARAMOUNT) Investigators. Plasma Biomarkers Reflecting Profibrotic Processes in Heart Failure with a Preserved Ejection Fraction: Data from the Prospective Comparison of ARNI with ARB on Management of Heart Failure with Preserved Ejection Fraction Study. Circ. Heart Fail. 2016, 9, e002551. [Google Scholar] [CrossRef] [Green Version]
  151. Vlachos, I.S.; Zagganas, K.; Paraskevopoulou, M.D.; Georgakilas, G.; Karagkouni, D.; Vergoulis, T.; Dalamagas, T.; Hatzigeorgiou, A.G. DIANA-miRPath v3.0: Deciphering microRNA function with experimental support. Nucleic Acids Res. 2015, 43, W460–W466. [Google Scholar] [CrossRef]
  152. Zhou, Y.; Shiok, T.C.; Richards, A.M.; Wang, P. MicroRNA-101a suppresses fibrotic programming in isolated cardiac fibroblasts and in vivo fibrosis following trans-aortic constriction. J. Mol. Cell. Cardiol. 2018, 121, 266–276. [Google Scholar] [CrossRef]
  153. Rech, M.; Barandiarán Aizpurua, A.; Van Empel, V.; Van Bilsen, M.; Schroen, B. Pathophysiological understanding of HFpEF: MicroRNAs as part of the puzzle. Cardiovasc. Res. 2018, 114, 782–793. [Google Scholar] [CrossRef]
  154. Essandoh, K.; Li, Y.; Huo, J.; Fan, G.C. MiRNA-Mediated Macrophage Polarization and its Potential Role in the Regulation of Inflammatory Response. Shock 2016, 46, 122–131. [Google Scholar] [CrossRef] [PubMed]
  155. Feng, B.; Chen, S.; Gordon, A.D.; Chakrabarti, S. miR-146a mediates inflammatory changes and fibrosis in the heart in diabetes. J. Mol. Cell. Cardiol. 2017, 105, 70–76. [Google Scholar] [CrossRef]
  156. Zampetaki, A.; Kiechl, S.; Drozdov, I.; Willeit, P.; Mayr, U.; Prokopi, M.; Mayr, A.; Weger, S.; Oberhollenzer, F.; Bonora, E.; et al. Plasma microRNA profiling reveals loss of endothelial miR-126 and other microRNAs in type 2 diabetes. Circ. Res. 2010, 107, 810–817. [Google Scholar] [CrossRef]
  157. Widmer, R.J.; Chung, W.Y.; Herrmann, J.; Jordan, K.L.; Lerman, L.O.; Lerman, A. The association between circulating microRNA levels and coronary endothelial function. PLoS ONE 2014, 9, e109650. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  158. Dellago, H.; Bobbili, M.R.; Grillari, J. MicroRNA-17-5p: At the Crossroads of Cancer and Aging—A Mini-Review. Gerontology 2017, 63, 20–28. [Google Scholar] [CrossRef] [PubMed]
  159. Gurha, P.; Abreu-Goodger, C.; Wang, T.; Ramirez, O.M.; Drumond, A.L.; Van Dongen, S.; Chen, Y.; Bartonicek, N.; Enright, A.J.; Lee, B.; et al. Targeted deletion of microRNA-22 promotes stress-induced cardiac dilation and contractile dysfunction. Circulation 2012, 125, 2751–2761. [Google Scholar] [CrossRef] [PubMed]
  160. Jazbutyte, V.; Fiedler, J.; Kneitz, S.; Galuppo, P.; Just, A.; Holzmann, A.; Bauersachs, J.; Thum, T. MicroRNA22 increases senescence and activates cardiac fibroblasts in the aging heart. Age (Dordr) 2013, 35, 747–762. [Google Scholar] [CrossRef] [Green Version]
  161. Ikeda, S.; He, A.; Kong, S.W.; Lu, J.; Bejar, R.; Bodyak, N.; Lee, K.H.; Ma, Q.; Kang, P.M.; Golub, T.R.; et al. MicroRNA-1 negatively regulates expression of the hypertrophy-associated calmodulin and Mef2a genes. Mol. Cell. Biol. 2009, 29, 2193–2204. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  162. Florijn, B.W.; Valstar, G.B.; Duijs, J.M.G.J.; Menken, R.; Cramer, M.J.; Teske, A.J.; Ghossein-Doha, C.; Rutten, F.H.; Spaanderman, M.E.A.; den Ruijter, H.M.; et al. Sex-specific microRNAs in women with diabetes and left ventricular diastolic dysfunction or HFpEF associate with microvascular injury. Sci. Rep. 2020, 10, 13945. [Google Scholar] [CrossRef] [PubMed]
  163. Kaschina, E.; Unger, T. Angiotensin AT1/AT2 receptors: Regulation, signalling and function. Blood Press 2003, 12, 70–88. [Google Scholar] [CrossRef]
  164. McMurray, J.J.V.; Ostergren, J.; Swedberg, K.; Granger, C.B.; Held, P.; Michelson, E.L.; Olofsson, B.; Yusuf, S.; Pfeffer, M.A. Effects of candesartan in patients with chronic heart failure and reduced left-ventricular systolic function taking angiotensin-converting-enzyme inhibitors: The CHARM-Added trial. Lancet 2003, 362, 767–771. [Google Scholar] [CrossRef]
  165. CONSENSUS Trial Study Group. Effects of enalapril on mortality in severe congestive heart failure. Results of the Cooperative North Scandinavian Enalapril Survival Study (CONSENSUS). N. Engl. J. Med. 1987, 316, 1429–1435. [Google Scholar] [CrossRef] [PubMed]
  166. Yusuf, S.; Pitt, B.; Davis, C.E.; Hood, W.B.; Cohn, J.N. Effect of enalapril on survival in patients with reduced left ventricular ejection fractions and congestive heart failure. N. Engl. J. Med. 1991, 325, 293–302. [Google Scholar] [CrossRef]
  167. Cleland, J.G.; Tendera, M.; Adamus, J.; Freemantle, N.; Polonski, L.; Taylor, J. The perindopril in elderly people with chronic heart failure (PEP-CHF) study. Eur. Heart J. 2006, 27, 2338–2345. [Google Scholar] [CrossRef] [Green Version]
  168. Yusuf, S.; Pfeffer, M.A.; Swedberg, K.; Granger, C.B.; Held, P.; McMurray, J.J.; Michelson, E.L.; Olofsson, B.; Ostergren, J. Effects of candesartan in patients with chronic heart failure and preserved left-ventricular ejection fraction: The CHARM-preserved trial. Lancet 2003, 362, 777–781. [Google Scholar] [CrossRef]
  169. Beldhuis, I.E.; Streng, K.W.; Ter Maaten, J.M.; Voors, A.A.; Van der Meer, P.; Rossignol, P.; McMurray, J.J.; Damman, K. Renin-Angiotensin System Inhibition, Worsening Renal Function, and Outcome in Heart Failure Patients With Reduced and Preserved Ejection Fraction: A Meta-Analysis of Published Study Data. Circ. Heart Fail. 2017, 10, e003588. [Google Scholar] [CrossRef]
  170. Yip, G.W.; Wang, M.; Wang, T.; Chan, S.; Fung, J.W.; Yeung, L.; Yip, T.; Lau, S.T.; Lau, C.P.; Tang, M.O.; et al. The Hong Kong diastolic heart failure study: A randomised controlled trial of diuretics, irbesartan and ramipril on quality of life, exercise capacity, left ventricular global and regional function in heart failure with a normal ejection fraction. Heart 2008, 94, 573–580. [Google Scholar] [CrossRef]
  171. Zi, M.; Carmichael, N.; Lye, M. The effect of quinapril on functional status of elderly patients with diastolic heart failure. Cardiovasc. Drugs 2003, 17, 133–139. [Google Scholar] [CrossRef]
  172. CIBIS Investigators and Committees. A randomized trial of beta-blockade in heart failure. Card. Insufficiency Bisoprolol Study (CIBIS) Circ. 1994, 90, 1765–1773. [Google Scholar] [CrossRef] [Green Version]
  173. Zannad, F.; McMurray, J.J.; Krum, H.; Van Veldhuisen, D.J.; Swedberg, K.; Shi, H.; Vincent, J.; Pocock, S.J.; Pitt, B. EMPHASIS-HF Study Group. Eplerenone in patients with systolic heart failure and mild symptoms. N. Engl. J. Med. 2011, 364, 11–21. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  174. Massie, B.M.; Carson, P.E.; McMurray, J.J.; Komajda, M.; McKelvie, R.; Zile, M.R.; Anderson, S.; Donovan, M.; Iverson, E.; Staiger, C.; et al. I-PRESERVE Investigators. Irbesartan in patients with heart failure and preserved ejection fraction. N. Engl. J. Med. 2008, 359, 2456–2467. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  175. Lund, L.H.; Claggett, B.; Liu, J.; Lam, C.S.; Jhund, P.S.; Rosano, G.M.; Swedberg, K.; Yusuf, S.; Granger, C.B.; Pfeffer, M.A.; et al. Heart failure with mid-range ejection fraction in CHARM: Characteristics, outcomes and effect of candesartan across the entire ejection fraction spectrum. Eur. J. Heart Fail. 2018, 20, 1230–1239. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  176. Solomon, S.D.; Janardhanan, R.; Verma, A.; Bourgoun, M.; Daley, W.L.; Purkayastha, D.; Lacourciere, Y.; Hippler, S.E.; Fields, H.; Naqvi, T.Z.; et al. Effect of angiotensin receptor blockade and antihypertensive drugs on diastolic function in patients with hypertension and diastolic dysfunction: A randomised trial. Lancet 2007, 369, 2079–2087. [Google Scholar] [CrossRef]
  177. Tschöpe, C.; Birner, C.; Böhm, M.; Bruder, O.; Frantz, S.; Luchner, A.; Maier, L.; Stork, S.; Kherad, B.; Laufs, U. Heart failure with preserved ejection fraction: Current management and future strategies: Expert opinion on the behalf of the Nucleus of the “Heart Failure Working Group” of the German Society of Cardiology (DKG). Clin. Res. Cardiol. 2018, 107, 1–19. [Google Scholar] [CrossRef] [PubMed]
  178. Solomon, S.D.; McMurray, J.J.V.; Anand, I.S.; Ge, J.; Lam, C.S.P.; Maggioni, A.P.; Martinez, F.; Packer, M.; Pfeffer, M.A.; Pieske, B.; et al. Angiotensin-neprilysin inhibition in heart failure with preserved ejection fraction. N. Engl. J. Med. 2019, 381, 1609–1620. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  179. Kuno, T.; Ueyama, H.; Fujisaki, T.; Briasouli, A.; Takagi, H.; Briasoulis, A. Meta-Analysis Evaluating the Effects of Renin-Angiotensin-Aldosterone System Blockade on Outcomes of Heart Failure with Preserved Ejection Fraction. Am. J. Cardiol. 2020, 125, 1187–1193. [Google Scholar] [CrossRef]
  180. Brown, N.J. Aldosterone and end-organ damage. Curr. Opin. Nephrol Hypertens. 2005, 14, 235–241. [Google Scholar] [CrossRef] [Green Version]
  181. Edelmann, F.; Wachter, R.; Schmidt, A.G.; Kraigher-Krainer, E.; Colantonio, C.; Kamke, W.; Duvinage, A.; Stahrenberg, R.; Durstewitz, K.; Löffler, M.; et al. Effect of spironolactone on diastolic function and exercise capacity in patients with heart failure with preserved ejection fraction: The Aldo-DHF randomized controlled trial. JAMA 2013, 309, 781–791. [Google Scholar] [CrossRef] [Green Version]
  182. Pitt, B.; Pfeffer, M.A.; Assmann, S.F.; Boineau, R.; Anand, I.S.; Claggett, B.; Clausell, N.; Desai, A.S.; Diaz, R.; Fleg, J.L.; et al. Spironolactone for heart failure with preserved ejection fraction. N. Engl. J. Med. 2014, 370, 1383–1392. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  183. Zuchi, C.; Tritto, I.; Carluccio, E.; Mattei, C.; Cattadori, G.; Ambrosio, G. Role of endothelial dysfunction in heart failure. Heart Fail. Rev. 2020, 25, 21–30. [Google Scholar] [CrossRef] [PubMed]
  184. Redfield, M.M.; Chen, H.H.; Borlaug, B.A.; Semigran, M.J.; Lee, K.L.; Lewis, G.; LeWinter, M.M.; Rouleau, J.L.; Bull, D.A.; Mann, D.L.; et al. RELAX Trial. Effect of phosphodiesterase-5 inhibition on exercise capacity and clinical status in heart failure with preserved ejection fraction: A randomized clinical trial. JAMA 2013, 309, 1268–1277. [Google Scholar] [CrossRef] [PubMed]
  185. Pieske, B.; Butler, J.; Filippatos, G.; Lam, C.; Maggioni, A.P.; Ponikowski, P.; Shah, S.; Solomon, S.; Kraigher-Krainer, E.; Samano, E.T.; et al. Rationale and design of the SOluble guanylate Cyclase stimulatoR in heArT failurE Studies (SOCRATES) Investigators and Coordinators. Eur. J. Heart Fail. 2014, 16, 1026–1038. [Google Scholar] [CrossRef]
  186. Green, C.P.; Porter, C.B.; Bresnahan, D.R.; Spertus, J.A. Development and evaluation of the Kansas city cardiomyopathy questionnaire: A new health status measure for heart failure. J. Am. Coll. Cardiol. 2000, 35, 1245–1255. [Google Scholar] [CrossRef] [Green Version]
  187. Wagdy, K.; Hassan, M. NEAT HFpEF: Organic nitrates fail to deliver. Glob. Cardiol. Sci. Pr. 2016, 2016, e201601. [Google Scholar] [CrossRef] [Green Version]
  188. Reddy, Y.N.V.; Lewis, G.D.; Shah, S.J.; LeWinter, M.; Semigran, M.; Davila-Roman, V.G.; Anstrom, K.; Hernandez, A.; Braunwald, E.; Redfield, M.M.; et al. INDIE-HFpEF (Inorganic Nitrite Delivery to Improve Exercise Capacity in Heart Failure with Preserved Ejection Fraction): Rationale and Design. Circ. Heart Fail. 2017, 10, e003862. [Google Scholar] [CrossRef] [Green Version]
  189. Daubert, M.A.; Yow, E.; Dunn, G.; Marchev, S.; Barnhart, H.; Douglas, P.S.; O’Connor, C.; Goldstein, S.; Udelson, J.E.; Sabbah, H.N. Novel mitochondria-targeting peptide in heart failure treatment: A randomized, placebo-controlled trial of elamipretide. Circ. Heart Fail. 2017, 10, e004389. [Google Scholar] [CrossRef]
  190. Van Tassell, B.W.; Raleigh, J.M.; Abbate, A. Targeting interleukin-1 in heart failure and inflammatory heart disease. Curr. Heart Fail. Rep. 2015, 12, 33–41. [Google Scholar] [CrossRef]
  191. Van Tassell, B.W.; Arena, R.; Biondi-Zoccai, G.; Canada, J.M.; Oddi, C.; Abouzaki, N.A.; Jahangiri, A.; Appa Falcao, R.; Kontos, M.C.; Bharat Shah, K.; et al. Effects of interleukin-1 blockade with anakinra on aerobic exercise capacity in patients with heart failure and preserved ejection fraction (from the D-HART pilot study). Am. J. Cardiol. 2014, 113, 321–327. [Google Scholar] [CrossRef] [Green Version]
  192. Ridker, P.M.; Everett, B.M.; Thuren, T.; MacFadyen, J.G.; Chang, W.H.; Ballantyne, C.; Fonseca, F.; Nicolau, J.; Koenig, W.; Anker, S.D.; et al. Antiinflammatory therapy with canakinumab for atherosclerotic disease. N. Engl. J. Med. 2017, 377, 1119–1131. [Google Scholar] [CrossRef]
  193. Yamagami, K.; Oka, T.; Wang, Q.; Ishizu, T.; Lee, J.K.; Miwa, K.; Akazawa, H.; Naito, A.T.; Sakata, Y.; Komuro, I. Pirfenidone exhibits cardioprotective effects by regulating myocardial fibrosis and vascular permeability in pressure-overloaded hearts. Am. J. Physiol. Heart Circ. Physiol. 2015, 309, H512–H522. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  194. Vrtovec, B.; Frljak, S.; Jaklic, M.; Poglajen, G.; Zemljic, G.; Cerar, A.; Haddad, F.; Wu, J.C. A pilot trial of CD34+ cell therapy in heart failure with preserved ejection fraction. Circulation 2017, 136, A15952. [Google Scholar]
  195. Calcagno, S.; Infusino, F.; Salvi, N.; Taccheri, T.; Colantonio, R.; Bruno, E.; Birtolo, L.I.; Severino, P.; Lavalle, C.; Pucci, M.; et al. The Role of Ranolazine for the Treatment of Residual Angina beyond the Percutaneous Coronary Revascularization. J. Clin. Med. 2020, 9, 2110. [Google Scholar] [CrossRef] [PubMed]
  196. Maier, L.S.; Layug, B.; Karwatowska-Prokopczuk, E.; Belardinelli, L.; Lee, S.; Sander, J.; Lang, C.; Wachter, R.; Edelmann, F.; Hasenfuss, G.; et al. RAnoLazIne for the Treatment of Diastolic Heart Failure in Patients with Preserved Ejection Fraction: The RALI-DHF Proof-of-Concept Study. JACC Heart Fail. 2013, 1, 115–122. [Google Scholar] [CrossRef] [PubMed]
  197. Maack, C.; Lehrke, M.; Backs, J.; Heinzel, F.R.; Hulot, J.S.; Marx, N.; Paulus, W.J.; Rossignol, P.; Taegtmeyer, H.; Bauersachs, J.; et al. Heart failure and diabetes: Metabolic alterations and therapeutic interventions: A state-of-the-art review from the Translational Research Committee of the Heart Failure Association-European Society of Cardiology. Eur. Heart J. 2018, 39, 4243–4254. [Google Scholar] [CrossRef] [Green Version]
  198. Nieminen, M.S.; Buerke, M.; Parissis, J.; Ben-Gal, T.; Pollesello, P.; Kivikko, M.; Karavidas, A.; Severino, P.; Comín-Colet, J.; Wikström, G.; et al. Pharmaco-economics of levosimendan in cardiology: A European perspective. Int. J. Cardiol. 2015, 199, 337–341. [Google Scholar] [CrossRef] [PubMed]
  199. Parissis, J.T.; Paraskevaidis, I.; Bistola, V.; Farmakis, D.; Panou, F.; Kourea, K.; Nikolaou, M.; Filippatos, G.; Kremastinos, D. Effects of levosimendan on right ventricular function in patients with advanced heart failure. Am. J. Cardiol. 2006, 98, 1489–1492. [Google Scholar] [CrossRef]
  200. Böhm, M.; Perez, A.C.; Jhund, P.S.; Reil, J.C.; Komajda, M.; Zile, M.R.; McKelvie, R.S.; Anand, I.S.; Massie, B.M.; Carson, P.E.; et al. Relationship between heart rate and mortality and morbidity in the irbesartan patients with heart failure and preserved systolic function trial (I-Preserve). Eur. J. Heart Fail. 2014, 16, 778–787. [Google Scholar] [CrossRef]
  201. Simpson, J.; Castagno, D.; Doughty, R.N.; Poppe, K.K.; Earle, N.; Squire, I.; Richards, M.; Andersson, B.; Ezekowitz, J.A.; Komajda, M.; et al. Is heart rate a risk marker in patients with chronic heart failure and concomitant atrial fibrillation? Results from the MAGGIC meta-analysis. Eur. J. Heart Fail. 2015, 17, 1182–1191. [Google Scholar] [CrossRef] [Green Version]
  202. Wachter, R.; Schmidt-Schweda, S.; Westermann, D.; Post, H.; Edelmann, F.; Kasner, M.; Lüers, C.; Steendijk, P.; Hasenfuss, G.; Tschöpe, C.; et al. Blunted frequency-dependent upregulation of cardiac output is related to impaired relaxation in diastolic heart failure. Eur. Heart J. 2009, 30, 3027–3036. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  203. Reil, J.-C.; Hohl, M.; Reil, G.-H.; Granzier, H.L.; Kratz, M.T.; Kazakov, A.; Fries, P.; Muller, A.; Lenski, M.; Custodis, F.; et al. Heart rate reduction by If-inhibition improves vascular stiffness and left ventricular systolic and diastolic function in a mouse model of heart failure with preserved ejection fraction. Eur. Heart J. 2013, 34, 2839–2849. [Google Scholar] [CrossRef] [PubMed]
  204. Komajda, M.; Isnard, R.; Cohen-Solal, A.; Metra, M.; Pieske, B.; Ponikowski, P.; Voors, A.A.; Dominjon, F.; Henon-Goburdhun, C.; Pannaux, M.; et al. Effect of ivabradine in patients with heart failure with preserved ejection fraction: The EDIFY randomized placebo-controlled trial. Eur. J. Heart Fail. 2017, 19, 1495–1503. [Google Scholar] [CrossRef] [Green Version]
  205. Zinman, B.; Wanner, C.; Lachin, J.M.; Fitchett, D.; Bluhmki, E.; Hantel, S.; Mattheus, M.; Devins, T.; Johansen, O.E.; Woerle, H.J.; et al. EMPA-REG OUTCOME Investigators. Empagliflozin, cardiovascular outcomes, and mortality in type 2 diabetes. N. Engl. J. Med. 2015, 373, 2117–2128. [Google Scholar] [CrossRef]
  206. Gallo, L.A.; Wright, E.M.; Vallon, V. Probing SGLT2 as a therapeutic target for diabetes: Basic physiology and consequences. Diab Vasc. Dis. Res. 2015, 12, 78–89. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  207. Butler, J.; Hamo, C.E.; Filippatos, G.; Pocock, S.J.; Bernstein, R.A.; Brueckmann, M.; Cheung, A.K.; George, J.T.; Green, J.B.; Januzzi, J.L.; et al. EMPEROR Trials Program. The potential role and rationale for treatment of heart failure with sodium-glucose co-transporter 2 inhibitors. Eur. J. Heart Fail. 2017, 19, 1390–1400. [Google Scholar] [CrossRef] [Green Version]
  208. Verma, S.; McMurray, J.J.V.; Cherney, D.Z.I. The metabolo-diuretic promise of sodium-dependent glucose cotransporter 2 inhibition: The search for the sweet spot in heart failure. JAMA Cardiol. 2017, 2, 939–994. [Google Scholar] [CrossRef]
  209. Pabel, S.; Wagner, S.; Bollenberg, H.; Bengel, P.; Kovacs, A.; Schach, C.; Tirilomis, P.; Mustroph, J.; Renner, A.; Gummert, J.; et al. Empagliflozin directly improves diastolic function in human heart failure. Eur. J. Heart Fail. 2018, 20, 1690–1700. [Google Scholar] [CrossRef]
Figure 1. Possible pathophysiological pathways and molecular mechanisms involved in heart failure with preserved ejection fraction (HFpEF). Depending on the prevalence of microvascular dysfunction or excessive and abnormal collagen deposition, two main different pathophysiological HFpEF patterns could be outlined: (1) an HFpEF pattern with impaired passive phase of diastolic function, caused by altered quantity and quality of interstitial collagen, but with normal microcirculation (expressed by the blue arrow) and (2) an HFpEF pattern with impaired active phase of diastolic function, induced by structural and functional microvascular alteration, with secondary interstitium involvement (expressed by the orange arrow). In the lower part of the figure, the main molecular mechanisms observed in HFpEF have been illustrated.
Figure 1. Possible pathophysiological pathways and molecular mechanisms involved in heart failure with preserved ejection fraction (HFpEF). Depending on the prevalence of microvascular dysfunction or excessive and abnormal collagen deposition, two main different pathophysiological HFpEF patterns could be outlined: (1) an HFpEF pattern with impaired passive phase of diastolic function, caused by altered quantity and quality of interstitial collagen, but with normal microcirculation (expressed by the blue arrow) and (2) an HFpEF pattern with impaired active phase of diastolic function, induced by structural and functional microvascular alteration, with secondary interstitium involvement (expressed by the orange arrow). In the lower part of the figure, the main molecular mechanisms observed in HFpEF have been illustrated.
Ijms 22 07650 g001
Figure 2. Schematic representation of the main myocardial and coronary histopathological and pathophysiological alterations observed in heart failure with preserved ejection fraction (HFpEF). Cellular and interstitial involvement, coronary microvascular dysfunction, genetic and epigenetic imbalance and the inflammation-metabolic pathway are the main substrates leading to HFpEF. Each of the listed mechanism implies many molecular and ultrastructural alterations. RAAS: renin angiotensin aldosterone system; TGF-β: transforming growth factor beta; IgG1: immunoglobulin G1; IgG3: immunoglobulin G3; PDH: pyruvate dehydrogenase; ALT: alanine aminotransferase; SIRT3: sirtuin-3; NO: nitric oxide.
Figure 2. Schematic representation of the main myocardial and coronary histopathological and pathophysiological alterations observed in heart failure with preserved ejection fraction (HFpEF). Cellular and interstitial involvement, coronary microvascular dysfunction, genetic and epigenetic imbalance and the inflammation-metabolic pathway are the main substrates leading to HFpEF. Each of the listed mechanism implies many molecular and ultrastructural alterations. RAAS: renin angiotensin aldosterone system; TGF-β: transforming growth factor beta; IgG1: immunoglobulin G1; IgG3: immunoglobulin G3; PDH: pyruvate dehydrogenase; ALT: alanine aminotransferase; SIRT3: sirtuin-3; NO: nitric oxide.
Ijms 22 07650 g002
Table 1. Main clinical trials of pharmacological therapy in heart failure with preserved ejection fraction.
Table 1. Main clinical trials of pharmacological therapy in heart failure with preserved ejection fraction.
Trial Name (Years)Drug (Posology)Sample SizeClinicalTrials.gov IdentifierFollow up Duration Results
RAAS and Neprylisin Pathway
I-PRESERVE (2002–2008)Irbesartan (Oral, from 75 to 300 mg daily vs. placebo)4128NCT0009523849.5 monthsIrbesartan did not improve outcomes (death from any cause or hospitalization for CV cause)
CHARM-PRESERVED (1999–2003)Candesartan(32 mg once daily vs. placebo)3023NCT0063471236.6 monthsCandesartan did not improve outcomes (cardiovascular mortality or hospitalization due to congestive HF)
TOPCAT(2006–2013)Spironolactone(Oral, 15 mg to 45 mg daily vs. placebo)3445NCT0009430239 monthsSpironolactone did not significantly reduce the incidence of the primary composite outcome of death from CV causes, aborted cardiac arrest, or hospitalization for the HF management
ALDO-DHF (2007–2012)Spironolactone(Oral, 25 mg daily vs. placebo)422ISRCTN9472652612 monthsLong-term aldosterone receptor blockade improved left ventricular diastolic function but did not affect maximal exercise capacity, symptoms or quality of life
PARAGON-HF (2019–2019)Sacubitril/Valsartan(Oral. Two periods:(1) a single-blind treatment from 3 to 8 weeks with valsartan 80 mg bid, followed by sacubitril/valsartan 100 mg bid(2) a double-blind randomized treatment with sacubitril/valsartan 200 mg bid or valsartan 160 mg bid4822NCT0192071135 monthsSacubitril–valsartan did not result in a significantly lower rate of total hospitalizations for HF and death from CV causes
Oxidative stress and Nitric oxide pathway
KNO3CK OUT-HFpEF (2016–2022)Potassium Nitrate (KNO3)(Oral, 6 millimoles of inorganic nitrate per capsule, three times daily for 6 weeks vs. placebo)76NCT02840799N/AOutcome: VO2 (ongoing study)
INDIE-HFpEF (2016–2018)Inorganic nitrite or nitrate preparations(Nebulized sodium nitrite at 46 mg then 80 mg three times per day vs. placebo)105NCT0274212917 monthsAdministration of inhaled inorganic nitrite for 4 weeks, compared with placebo, did not result in significant improvement in exercise capacity and VO2
SOCRATES-PRESERVED (2013–2015)Vericiguat(Oral, 2.5 mg once daily for 2 weeks, up-titration to 5 mg orally once daily for 2 weeks, up-titration to 10 mg orally once daily for 8 weeks vs. placebo)477NCT0195163816 weeksVericiguat, did not change NT-proBNP levels at 12 weeks compared with placebo but it was associated with improvements in quality of life
NEAT-HFpEF (2014–2016)Isosorbide mononitrate(6-week dose-escalation regimen of isosorbide mononitrate, from 30 mg to 60 mg to 120 mg once daily vs. placebo)110NCT020534936 weeksPatients who received isosorbide mononitrate were less active and did not have better quality of life or submaximal exercise capacity than patients who received placebo
Inflammation pathway and calcium handling
D-HART (2014–2017)Anakinra(Subcutaneous, Interleukin-1 blockade, 100 mg subcutaneously once daily for 12 weeks vs. placebo)60NCT0217354812 weeksAnakinra significantly reduced the systemic inflammatory response and improved the aerobic exercise capacity of patients with HFpEF and elevated plasma CRP levels.
HELP (2018–2020)Levosimendan(Injectable Solution 0.075–0.1 µg/kg/min for 24 h weekly vs. placebo)38NCT035416036 weeksLevosimendan infusion did not affect exercise-PCWP but did reduce PCWP incorporating data from rest and exercise, in tandem with increased 6 min-walking-test
Fibrosis pathway
PIROUETTE (2017–2020)Pirfenidone(Oral, 801 mg three times daily vs. placebo129NCT0293256612 monthsChange in myocardial ECV from baseline to 52 weeks
SGLT-2 inhibition
EMPEROR-Preserved (2017–2021)Empagliflozin(Oral, 10 mg daily vs. placebo)5988NCT0305795120 monthsTime to first event of adjudicated CV death or HHF (ongoing)
DELIVER (2018–2022)Dapagliflozin (Oral, 10 mg daily vs. placebo)6263NCT0361921327 monthsComposite of CV death, HHF and urgent HF visit (ongoing)
RAAS: renin angiotensin aldosterone system; CV: cardiovascular; HF: heart failure; VO2: maximal oxygen consumption; NT-proBNP: N-terminal-pro hormone brain natriuretic peptide; PCWP: pulmonary capillary wedge pressure; HHF: heart failure hospitalization; CRP: C-reactive protein; ECV: extracellular volume fraction.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Severino, P.; D’Amato, A.; Prosperi, S.; Fanisio, F.; Birtolo, L.I.; Costi, B.; Netti, L.; Chimenti, C.; Lavalle, C.; Maestrini, V.; et al. Myocardial Tissue Characterization in Heart Failure with Preserved Ejection Fraction: From Histopathology and Cardiac Magnetic Resonance Findings to Therapeutic Targets. Int. J. Mol. Sci. 2021, 22, 7650. https://doi.org/10.3390/ijms22147650

AMA Style

Severino P, D’Amato A, Prosperi S, Fanisio F, Birtolo LI, Costi B, Netti L, Chimenti C, Lavalle C, Maestrini V, et al. Myocardial Tissue Characterization in Heart Failure with Preserved Ejection Fraction: From Histopathology and Cardiac Magnetic Resonance Findings to Therapeutic Targets. International Journal of Molecular Sciences. 2021; 22(14):7650. https://doi.org/10.3390/ijms22147650

Chicago/Turabian Style

Severino, Paolo, Andrea D’Amato, Silvia Prosperi, Francesca Fanisio, Lucia Ilaria Birtolo, Bettina Costi, Lucrezia Netti, Cristina Chimenti, Carlo Lavalle, Viviana Maestrini, and et al. 2021. "Myocardial Tissue Characterization in Heart Failure with Preserved Ejection Fraction: From Histopathology and Cardiac Magnetic Resonance Findings to Therapeutic Targets" International Journal of Molecular Sciences 22, no. 14: 7650. https://doi.org/10.3390/ijms22147650

APA Style

Severino, P., D’Amato, A., Prosperi, S., Fanisio, F., Birtolo, L. I., Costi, B., Netti, L., Chimenti, C., Lavalle, C., Maestrini, V., Mancone, M., & Fedele, F. (2021). Myocardial Tissue Characterization in Heart Failure with Preserved Ejection Fraction: From Histopathology and Cardiac Magnetic Resonance Findings to Therapeutic Targets. International Journal of Molecular Sciences, 22(14), 7650. https://doi.org/10.3390/ijms22147650

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop