MiRNAs and circRNAs for the Diagnosis of Anthracycline-Induced Cardiotoxicity in Breast Cancer Patients: A Narrative Review
Abstract
:1. Introduction
2. Role of microRNAs
2.1. Role of miRNAs Investigated in the Heart Tissues of Experimental Models
2.2. Free Circulating miRNAs in Animal Models
2.3. Role of CircularRNA
3. Studies Conducted on Exosomes in Experimental Models
Exosomal Transportation for circRNA and miRNA in DOX-Induced Cardiotoxicity
4. Studies on Human Blood Samples
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Study (Year) | Model | Methods | Altered miRNAs | Cardiotoxicity Assessment | Other Issues |
---|---|---|---|---|---|
Vacchi-Suzzi et al. (2012) [22] | Rats (Sprague Dawley) | 8 groups of 6 male rats: (1) Control group with saline (Vehicle) (2) DOX 1 mg/kg/week, IV; (3) DOX 2 mg/kg/week, IV; (4) DOX 3 mg/kg/week, IV; (5) DEXRA 50 mg/kg, IP (alone); (6) DEXRA 50 mg/kg, IP + DOX 2 mg/kg/week, IV; (7) EPS 1 mg/kg/week, IV; (8) EPS 3 mg/kg/week, IV At 2-, 4-, and 6-weeks samples were collected | miR-34c miR-208b miR-215 miR-216b miR-367 | - Vacuolation - Altered regulators: Ambra 1 Myh6 Ankrd1/Carp Nppb Sipa1 |
- Only 2 out of 6 mice survived at 3 kg/mg for 6 weeks - Quantification and determination of vacuolation not clear |
Desai et al. (2014) [23] | Mice (B6C3F1) | 5 groups of dox-treated rats at the dose 3 mg/kg (n = 12) and 5 groups of control rats (n = 10): (1) DOX for 2 weeks (c.d. 6 mg/kg) (2) DOX for 3 weeks (c.d. 9 mg/kg) (3) DOX for 4 weeks (c.d. 12 mg/kg) (4) DOX for 6 weeks (c.d. 18 mg/kg) (5) DOX for 8 weeks (c.d. 24 mg/kg) | miR-34a miR-150 miR-208b miR-21 miR-221 miR-222 | cTnT Measurement:
- Sensitivity 0.01 mg/kg - cTnT 0.026 at c.d. 18 mg/kg - cTnT 0.036 at c.d. 24 mg/kg - Cardiomyocyte vacuolization | - Mice were sacrificed after a week. Acute damage was not investigated - TnT was investigated with a human validated kit; there are concerns for reproducibility in mice. |
Fu et al. (2012) [24] | Rats (Wistar Albino) | 4 groups of 5 male Rats (N = 20) treated with 3 mg/kg/day of daily DOX: (1) Control group (2) Treatment days (c.d. 6 mg/kg) group, (3) Treatment days (c.d. 12 mg/kg) group, (4) Treatment days (c.d. 18 mg/kg) group | Let-7g | - Heart rate (n.c.d.) - Blood pressure (n.c.d.) - cTnT (slight increase) | - Control group FU was 6 days, and there were not control groups directly comparable for DOX 6 and 12 mg/kg c.d. - Blood pressure and heart rate not reliable as they could increase with stressing factors before the sacrifice |
Tong et al. (2015) [25] | Mice (Balb/C) and H29C cell lines | 4 groups of 10 male Balb/C mice each: (1) A-DOX: 4 mg/kg for 5 days (c.d. 20 mg/kg, IP) (2) A-CS: Acute saline control group (3) C-DOX: 5 mg/kg/week for 4 wks (c.d. 20 mg/kg, IP) (4) C-CS: Chronic saline control group | miR-21 | - LVSP - LVEDP - −dP/dt - +dP/dt | - Mice for acute model were sacrificed 6 days after the last injection; this could account for a loss of information on early mechanisms and for the consequent loss of statistical significance |
Tony et al. (2015) [26] | Mice (Balb/C) | 3 groups of 42 female Balb/C mice each: (1) DOX 20 mg/kg (n = 23) (2) DOX 20 mg/kg + antagomir (50mmol) from day -4 (n = 8). (3) Control group, vehicle (n = 11) (4) Mice were sacrificed after 7 days from last injection. | miR-208 | - Echocardiography - Apoptosis assays | - Single dose was administered; thus, cardiac damage could not be reiterated - In this case, mice were sacrificed after 7 days; thus, early modifications were lost |
Roca Alonso et al. (2015) [27] | Rats Sprague-Dawley | 20 Sprague Dawley rats were divided in 3 groups: (1) LAD ligation coronary group (n = 10), with a surgical ligation of anterior-descendant coronary; (2) EARLY MI-induced rats, sacrificed after 4 wk (n = 5); (3) LATE HF-induced rats, sacrificed after 16–20 wk (n = 5) (4) DOX-induced HF model (n = 10), treated with DOX 15 mg/kg delivered via 6 injections in 2 wks. (5) Acute DOX in vitro model, Rat ventricular cells were treated with DOX 1 umol/L | miR-29c miR-30e miR-133b miR-143 miR-210 miR-345 | None | - A potential involvement of GATA6 was speculated from authors, but link analysis was not performed - Cardiac assessments were not performed (cTnT or US) |
Piegari (2016) [28] | Rat culture cells | Rat CPC were harvested from Fisher 344 rat hearts: (1) rCPCs DOX 0.5 μM (2) H9c2 DOX 0.5 μM (3) Fibroblasts DOX 0.5 μM (4) RAOECs DOX 0.5 μM | miR-34a | None | - Cardiac assessments were not performed (cTnT or US) - Lack of a vehicle group as control |
Yin et al. (2016) [29] | Mice (C57BL/6) | Male C57BL/6 mice treated with: (1) DOX 25 mg/kg (2) DOX 25 mg/kg + mir-320 (3) DOX 25 mg/kg + antagomir-mir-320 (4) In vitro cardiac cells DOX 1mmol/L for 6 h as a control group | miR-320 | - Echocardiography - In vivo hemodynamic - Myocyte apoptosis - Nitric oxide release | Not stated the assessed cases of heart injuries in the MI-induced group |
Holmgren et al. (2016) [30] | Human culture cells | Human cardiomyocytes trteated with: (1) DOX (50 nM, 150 nM, or 450 nM) for up to 2 days (2) Control group (vehicle) | miR-34a miR-34b miR-146 miR-187 miR-15b miR-199a miR-214 miR-130b miR-424 | - Cell morphology - Cell contractility | Lack of precise definition of cardiotoxicity: just defined as generic “change in morphology” and a “more unsynchronized beating” |
Novak et al. (2017) [31] | Rats (Wistar) | 3 groups of Wistar Rats (Ntot = 29): (1) Control group, vehicle (n = 10) (2) DOX 5mg/kg (n = 10) (3) L-DOX 5 mg/kg (n = 9) After 24 h, the animals were sacrificed | Let-7g miR-208a | None | - Only acute injury setting was evaluated - Cardiac assessments were not evaluated; therefore, difficult to associate miRNa modifications with real cardiac damage in this study. |
Author (Year) | Methods | Cardiac Damage Assessment | circRNA Profiles | Potential Role | Limitations |
---|---|---|---|---|---|
Gupta et al. (2018) [44] | - Male C57BL/6 N mice: DOX at 5 mg/kg i.p. once a week for 5 weeks. Euthanized one week later. - In vitro experiments (HL-1 cell line, NRC, HPSC) inducing QKI5 overexpression through injection of lentiviral AAVV at high doses (5 × 103) and low doses (1 × 105) | - Echocardiography - In vitro experiments used as validation of in vivo results | Circ-Ttn Circ-Fhod3 Circ-Strn3 Circ-Arhgap32 QKI (RBP) | - Diagnosis of DOX-induced heart damage through QKI/circ-Ttn/circ-Fhod3/circ-Strn3/Circ-Arhgap32 levels - Treatment of DOX-induced damage through low dose siRNA doses, overexpressing QKI family - Treatment of DOX-induced damage through low dose of QKI5 injections. | - In vivo study lacks Troponins investigation - DOX cumulative concentrations in relation with the decreasing doses of QKI5 in heart toxicity were not assessed. - The heterodimerization vs. homodimerization of QKI5, QKI6, QKI7 in order to assess cardiac damage vs. cardioprotection was not easily predictable |
Ji et al. (2020) [43] | - H9c2 cells: treated with DOX 2 μM or 0.2 μM - Male C57BL/6J mice: treated twice per week with 10 mg/kg DOX or control for a week (20 mg/kg c.d. of DOX). Heart tissues were explanted a week later | - Apoptosis - Histopathology - Echocardiography | Circ-Pan3 QKI (RBP) | - Circ-Pan3 is downregulated after QKI inhibition actuated by the overexpressed miR-31-5p - Circ-Pan3 and mir-31-5p could be used as biomarkers | - Troponins and pro-BNP were not investigated |
Han et al. (2021) [45] | DOX treated human-induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) - Autopsy specimens obtained from patient with DOX-induced HF A wide expression profile was performed, screening 19112 circRNA. | - Histopathologically - LDH leakage - Cardiomyocyte - necrosis index - Number of EthD1-positive dead cells | Circ-ITCH | - CircITCH act decreases the cellular and mitochondrial oxidative stress - CircITCH limits DNA damage DOX-induced - CircITCH acts also sponging miR-330-5p as a direct target. - Inhibiting mir-330-5p negatively regulated the pathway for SIRT6, BIRC5, and ATP2A2. | - Possible side effects rather than physiological mechanisms could be an overdosing effect due to the high overexpression efficiency of circRNA - The choice to use hiPSC-CMs harvested from human cells instead of validated cell lines could undermine comparability and reproducibility - Lack of clinical evidence of cardiac damage following the guidelines’ criteria (FE, cTnI, etc). |
Li et al. (2021) [15] | AC16 cell line: cells were treated with crescent DOX concentrations (DOX, 2.5, 5, and 10μM and control (vehicle)) for 24 h. DOX 5 μM was selected as concentration for further analysis | - Cell viability assay - Cell apoptosis assay | Circ-Ska3 | - Potential biomarker of TLR-4 pathway activation - Cardiac damage diagnosis secondary to activation of circ-SKA3/miR-1303/TLR-4 - Biomarker modulator of mir-1303 | - No studies were conducted in vivo - Small sample size of cell AC16 was used |
Wang et al. (2021) [46] | 12 Male C57BL/6J mice: E- xperimental group (n = 6) treated with 5 mg/kg DOX per week for 5 weeks - Control group (n = 6) treated with an equal volume of saline (0.1 mL) for 5 weeks. - Eventually mice were sacrificed and heart explanted | - Cell viability - LDH releasing - ROS production and Lipid peroxydation | Circ-Arhgap12 | - Potential biomarker for oxidative stress - Potential biomarker for apoptosis, atherosclerosis, and cardiac damage - Demonstration of CTX through miR-135a-5p inhibition | - LDH used as generic myocardionecrosis marker instead of more specific marker such as CK-MB or myoglobin. - Time of sacrifice was not mentioned. Consequently, we cannot know if acute or chronic damage was studied |
Xing et al. (2021) [47] | 12 male C57 mice: - Induction group (n = 6) treated with i.p. injections with DOX 15 mg/kg - Control group (n = 6) received an equal quantity of saline (0.1 mL/10 g). 5 days after the treatment, a blood sample was collected, prior to sacrifice. | - Histopathological changes of heart tissue Serum CK-MB elevation | Circ_0016006 Circ_00115773 Circ_0002106 | - Mmu_circ_0002106 sponges miR-344g-3p and miR-22-3p (cell growth, apoptosis, motility, and cell cycle) - Mmu_circ_0015773 sponges miR-470-5p and miR-679-5p, miR-296-3p andmiR-876-5p (cell proliferation, the cell cycle, and cell apoptosis) - Mmu_circ_0016006 sponges miR-466i-5p, miR-665-3p, and miR-466m-3p (cell apoptosis) | Biomarkers Troponins and pro-BNP were not dosed |
Author (Year) | Methods | Cardiac Damage Assessment | Exosome Content | Potential Role | Limitations |
---|---|---|---|---|---|
Milano et al. (2019) [50] | Sprague-Dawley rats treated with DOX for 6 cycles for a c.d. of 15 mg/kg followed by Trastuzumab for other 6 cycles and a c.d. of 20 mg/kg Exosome isolation: Exosome purified from human cells derived from right appendage surgically removed by ultracentrifugation (gold standard) | Echocardiography was performed on Days 0 (baseline), 12, 19, 30, and 37 | miR-146a -5p | Mesenchimal exosomes can restore the senescence DOX-induced through MiR-146a-5p modulating: - Traf6 - Smad4 - Irak1 - Nox4 - Mpo Mediators of inflammatory, cell death, innate immunity, sterile inflammation, cardiac dysfunction, and myocardial fibrosis in mice | - No mention if miR-146a-5p was decreased in the DOX-treated mice - The cTnI was not dosed - Lack of a clear definition of CTX - No mention if echography was performed by blinded researchers: possible exposition to performance bias |
Beaumier et al. (2020) [13] | 9 canine patients underwent to 5 cycles of IV DOX: - 30 mg/m2(if dogs >15 kg) - 1 mg/kg (for dogs <15 kg) For 2 or 3 weeks. Exosome purification: blood sample swere collected at 1st, 3rd cycle and 1M post-DOX, and after a centrifugation of 1320× g for 10 min, exosomes were isolated through IZON size exclusion chromatography (SEC) | - ECT: 1st, 2nd, 3rd, 5th cycle and 1 M after treatment completion - Blood sample before DOX treatment and 1 month after treatment completion. cTnI cut-off concentration >0.08 ng/mL - Histologic examination of the right atrium, right ventricle, interventricular septum, and left ventricle | miR-181d miR-502 miR-107 miR-146a | MiR-107, miR-146a, miR-181d, miR-502, or their combination best fitted as potential biomarkers for DOX-induced cardiotoxicity. | - Small sample size and no control arm - The cTnI increases were not statistically significant until 1 month post-DOX vs. baseline values - The cTnI did not correlate with LVEF - until 1 month after treatment completion vs. baseline values - Low rate of heart injury clinically assessed, although autopsy revealed a higher rate |
Zhuang et al. (2020) [51] | Male C57/Bl6 mice injected with 3 cyles ip of 4 mg/kg on alternative days in a time span of 1 week For isolating exosomes, exosome quick extraction, and stored at 4 °C for at least 12 h | Echocardiography 14 days after treatment with Dox | miR-221-3p | Protective roles against through SIRT-2: - Cell death - Apoptosis - Cell senescence | - The cTnI levels were not measured during treatment period - US was not declared if performed at the baseline - Signs of cardiopathy and miRNA expression profiles were not studied for correlations - Low efficient method for extracting exosomes |
Sun et al. (2020) [52] | C57Bl/6 mice injected ip with DOX at 5 mg/kg/wk for 4 consecutive weeks Exosome isolation: preliminary centrifugation twice (2500× g, 4 °C, 15 min). Samples were ultrafiltrated twice and ultracentrifuged at the end. | Echocardiography | miR-21 | Exosomes enriched with miR-21 inhibits cardiomyocyte apoptosis via repressing PDCD4 | US was not declared if performed at the baseline. Two techniques for exosome purification were used. Optimal purification was reached, but the drawback could be a loss of exosomes in the process. |
Xia et al. (2020) [53] | hiPSCdC were pre-treated with Hypoxia stimulus, and then they were administered with 0.5 μM for a duration of 24 h Exosome isolation: After the cells were cultured for 48 h, the supernatants were collected with the exosome quick extraction solution | Cardiomyocyte senescence measured via β-galactosidase assay | miR-92a-3p | Exogenous hypo-Exo can restore through the axis lncRNA-MALAT1/miR-92a-3p/ATG4A: - Metabolism disorders - Senescence - Growth arrest of normal somatic and postmitotic cells | - Lack of an in vivo model to confirm the results - Low efficient method for extracting exosomes |
Xia et al. (2021) [54] | +hiPSCdC were pre-treated with hypoxia stimulus, and then they were administered with 0.5 μM for a duration of 24 h, and exosomes (hypo-Exo) were collected from supernatants. Male C57/Bl6 mice were injected with hypo-Exo. Exosome isolation: after the cells were cultured for 48 h, the supernatants were collected. The exosome quick extraction solution was used | - Cardiomyocyte senescence measured via β-galactosidase assay Cell proliferation assay and Cell cycle assay - Relative telomere length measurement/Relative telomerase activity measurement | miR-199a-3p | Exo-miR-199a-3p/GATA4 axis stimulates: - Survival factors - Cell cycle regulatory - Proteins - Senescence | Low efficient method for extracting exosomes |
Lee et al. (2021) [55] | H9c2 cardiac myoblast cells pre-treated with cSMC-EV harvested from mesenchymal stem cells 24 Male C57BL/6 mice were randomly assigned to: - Control (n = 8), - DOX (n = 8), - MSC-sEVs + DOX (n = 8) At 14 days, the animals were sacrifced Exosome isolation: after the cells were cultured for 24 h, the supernatants were collected. Ultrafiltration-based purification via MWCO filter was used for exosome purification | Echocardiography performed at 14 days | miR-199a-3p | cMSC-EV containing miR-199a-3p positively regulates: - Survivin - Akt-Sp1/p53 pathway | - No mention if echography was performed by blinded researchers: possible exposition to performance bias - CTnI was not dosed - Correlation analysis among miRNAs and echocardiographic alterations was not performed |
Li et al. (2021) [15] | AC16 cells were exposed to concentrations of DOX 2.5 μM, 5 μM, and 10 μM for 24 h. Exosome isolation: after a centrifugation at 3000× g for 15 min, Exoquick exosome precipitation solution was used | None | miR-1303 | - Marker for early toxicity through miR-1303/ circSKA3/TLR-4 - Marker for inflammation pathway activation (TLR-4) | - Small sample size - In vivo experiments required to validate the results |
Lei et al. (2021) [56] | 85 Sprague-Dawley rats treated with 6 IV doses of doxorubicin (Sigma) delivered at regular intervals from day 1 to day 11 (c.d. 15 mg/kg) Exosome isolation: exosomes collected from bone marrow MSC (Exo-BMSC) on day 28 and consequently purified through ultracentrifugation (gold standard) | - Echocardiography performed on day 28 - CK-MB, cTnI, pro-BNP - Histological examination | miR-96 | miR-96 suppresses DOX-induced activation of upregulation of Rac-1, following the axis miR-96/Rac-1/NF-Kb after DOX treatment | - No mention if echography was performed by blinded researchers: possible exposition to performance bias |
Author (Year) | Methods | Cardiac Assessment | miRNA Profiles | Potential Role | Limitations |
---|---|---|---|---|---|
Rigaud et al. (2017) [35] | - 4 cycles of AC-TAX - Blood samples were collected 3 wks after each cycle | - Echocardiography (C2, C4, M6, M9) - CTnI | miR-1 miR-133b miR-146a miR-423-5p | Arrhythmia, MI, CH, HF, proliferation, differentiation, survival, hypertrophic growth | None of the miRNAs evaluated showed any difference when controls were compared with the cardiotoxicity group |
Todorova et al. (2017) [58] | - 20 BC pts underwent AC - Blood samples collected at baseline and after C1 | Multigated acquisition (MUGA) | miR-1 miR-126 miR-210 let-7f | Inflammatory response, immune trafficking, injury response, cellular growth, apoptosis, organismal development, MI, CH, HF | - Small sample size - Blood sample collection was made only at baseline and after first cycle - CTX was defined only by LVEF depression with no mention of HF (LVEF<50%) |
Leger et al. (2017) [59] | - 33 patients <18 years administered with Anthracycline vs. patients administered with non-cardiotoxic agents - Blood samples were collected at 6, 12, and 24 h | - High sensitivity Troponins | miR-1 miR-29b miR-499 | Inhibitors of cardiac fibrosis, MI, CH, HF, hypertrophy, maladaptive remodeling, oxidative stress | - Small sample size - Heterogeneity of type of cancers and of therapeutic schemes - No cardiac diseases described, just cTn elevation - Echocardiographic alterations are late findings, and no data were collected in the chronic setting to assess predictivity of miRNA |
Zhu et al., 2017 [60] | - 79 TNBC patients were selected for an EC-D neoadjuvant scheme - LVEF and blood samples were performed at baseline and C4, C8, M3, M6, M12 | Cardiotoxicity was defined as clinical evidence for: (1) heart failure (2) ACS (3) fatal arrhythmia (4) LVEF decline by 10% below 53% | let-7f miR-126 miR-19a miR-20a | Pro-angiogenic role regulating angiogenic growth factors (VEGF and TGF-β), increasing oxygenation, potential role in protecting from ischemia and reducing apoptosis (Nf-Kb pathway) | - Small sample size - Monocentric study - CTX events were too few to perform the survival analysis and hazard regression analysis |
Qin et al. (2018) [61] | - 365 BC patients were selected for EC-D neoadjunat scheme - LVEF and blood samples were performed at baseline and C4, C8, M3, M6, M9, M12 | Cardiotoxicity was defined as clinical evidence for: (1) LVEF decline by 10% below 53% (2) ACS (3) fatal arrhythmia (4) heart failure | let-7f miR-17-5p miR-20a miR-126 miR-210 miR-378 | Myocardial oxidative stress, anti-angiogenesis (VEGF signaling pathway), impairment in perfusion, impairment in tissue recovery, myocardial fibrosis | - Selection biases due to monocentric study type and enrolled only people from north China - Blood samples collections only before NACT but not at other periods - Trastuzumab positively correlated with CTX incidence causing biases for DOX-induced CTX assessment. |
Oatmen et al. (2018) [62] | - Pediatric patients underwent anthracycline-based therapy - MRI and blood samples collection at 24–48 h post-infusion and at therapy completion (about 6 cycles) | - Cardiac MRI | miR-181 miR-199 miR-107 miR-499 miR-145 miR-100 miR-103 miR-142 | Myocardial injury, myocardial growth, myocardial disease and dysfunction, myocardial differentiation and development | - Lack of a comparison with baselines level of miRNA (post first cycle vs. post last cycle) - Small sample size - Pediatric patients (not comparable with adults) |
Frères et al. (2018) [36] | - 45 BC underwent neoadjuvant scheme with EC + TAX - Plasma collection at baseline, C2, at completion 8 days before surgery and M3 | - cTnT - NT-proBNP | miR-34a miR-126 miR-199a miR-423 | Myocardial infarction, cardiomyocytes regeneration, recovery, induced p53 anti-tumor effect | - Small sample size - Only one cardiac disease observed - Patients treated with trastuzumab were not excluded; LVEF decline in this subset is not evaluable for Epirubicin alone |
Gioffré et al. (2020) [63] | - 88 BC patients were treated with DOX (n = 32) and EPI (n = 56) - Samples were collected at baseline, at C1, C2, C3, C4 and M1, M3, M6, M12 | - cTnI and CTnT - Echocardiography | miR-122 miR-499a miR-885 | Not evaluated | - Small Sample size - No cardiac disease or LVEF depression was reported, only cTn elevation - Different kits in different hospitals were used |
Lakhani et al., 2021 [64] | - 17 TNBC patients were treated with DOX - Blood samples and echocardiogram at baseline at 3 mts and 6 mts from DOX beginning | - Echocardiography - Plasma levels cTnT, pro-BNP, MPO, TOP-2b, IL-6, MMP-2 | miR-29a miR-34a miR-126 miR-423 miR-499a | Cellular apoptosis, cardiac regeneration, oxidative stress, cardiac remodelling, cardiac hypertrophy, heart failure | - Not mentioned the setting of chemotherapy (metastatic, neoadjuvant?) - No mention of the chemotherapeutic associations (was Cyclophosphamide associated?) |
Alves et al. (2022) [65] | 6 BC patients were treated with DOX: - 4 women were Her-2+ BC - 2 women were TNBC Samples were collected at baseline and 7 days after the treatment end | - cTnI and NT-proBNP were dosed - Echocardiography - patients were selected with a moderate-high risk to develop CTX (overweight, DOX c.d.>250 mg/mq) - CTX was defined as drop of LVEF below the value of 50% or a reduction in LVEF of 10% under 50% or an elevation in Troponins of 20% from baseline | miR-133a miR-133b | Cellular apoptosis cell survival, prognostic and diagnostic factors for CTX damage | - Small sample size (only 6 patients) - Chemotherapeutic regimens were not declared in methods - 2 women Her-2+ underwent trastuzumab therapy. No mention if balanced between DOX and control group. The effect of trastuzumab on ERBB2 pathway could alter the results of altered miR-133 expression. |
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Rosenfeld, R.; Riondino, S.; Formica, V.; Torino, F.; Martuscelli, E.; Roselli, M. MiRNAs and circRNAs for the Diagnosis of Anthracycline-Induced Cardiotoxicity in Breast Cancer Patients: A Narrative Review. J. Pers. Med. 2022, 12, 1059. https://doi.org/10.3390/jpm12071059
Rosenfeld R, Riondino S, Formica V, Torino F, Martuscelli E, Roselli M. MiRNAs and circRNAs for the Diagnosis of Anthracycline-Induced Cardiotoxicity in Breast Cancer Patients: A Narrative Review. Journal of Personalized Medicine. 2022; 12(7):1059. https://doi.org/10.3390/jpm12071059
Chicago/Turabian StyleRosenfeld, Roberto, Silvia Riondino, Vincenzo Formica, Francesco Torino, Eugenio Martuscelli, and Mario Roselli. 2022. "MiRNAs and circRNAs for the Diagnosis of Anthracycline-Induced Cardiotoxicity in Breast Cancer Patients: A Narrative Review" Journal of Personalized Medicine 12, no. 7: 1059. https://doi.org/10.3390/jpm12071059
APA StyleRosenfeld, R., Riondino, S., Formica, V., Torino, F., Martuscelli, E., & Roselli, M. (2022). MiRNAs and circRNAs for the Diagnosis of Anthracycline-Induced Cardiotoxicity in Breast Cancer Patients: A Narrative Review. Journal of Personalized Medicine, 12(7), 1059. https://doi.org/10.3390/jpm12071059