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Review

Radiation Impacts Microbiota Compositions That Activate Transforming Growth Factor-Beta Expression in the Small Intestine

1
Department of Environmental Health Sciences, Fielding School of Public Health, University of California, Los Angeles, CA 90095, USA
2
Department of Internal Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, A-1090 Vienna, Austria
3
Karl-Landsteiner Institute of Microbiome Research, Medical University of Vienna, Waehringer Guertel 18-20, A-1090 Vienna, Austria
Microbiol. Res. 2023, 14(2), 673-688; https://doi.org/10.3390/microbiolres14020048
Submission received: 31 December 2022 / Revised: 28 April 2023 / Accepted: 15 May 2023 / Published: 19 May 2023

Abstract

:
The composition of the gut microbiota represents an early indicator of chronic post-radiation outcomes in elderly bone and gastrointestinal homeostasis. Fecal microbiota analyses revealed that the relative abundances of Bacteroides massiliensis, Muribaculum sp., or Prevotella denticola were different between conventional microbiota (CM) and anti-inflammatory restricted microbiota (RM). The murine RM was found conditional on mucosa-associated dysbiosis under both, disturbances of interleukin (IL)-17 signaling and exposure to radiation alone. This review discusses the hypothesis that intestinal microbiota induced alterations in DNA repair and expressed transforming growth factor (TGF)-β in the small intestine, thereby impacting bone microstructure and osteoblast dysfunction in silicon ion (1.5 Gy 28Si ions of 850 MeV/u) irradiated mice. Bacterial microbiota compositions influenced therapeutic approaches, correlated with clinical outcomes in radiotherapy and were associated with alterations of the immune response to severe acute respiratory syndrome coronavirus (SARS-CoV)-2 infections during the last global pandemics. In the absence of TGF-β, functional metagenomics, cytokine profiles, bacterial community analyses in human and murine mucosa cells, and inflammatory markers in rat intestines were analyzed. This research finally showed radiation-induced osteolytic damage to correlated with specific features of intestinal bacterial composition, and these relationships were expatiated together with radiation effects on normal tissue cell proliferation.

1. Introduction

Bacterial indicator phylotypes (BIPs), which were associated with double-stranded DNA breaks in peripheral blood, were depleted in CM mucosa cells and increased in irradiated CM mice after exposure to sub-lethal dose of high-linear energy transfer (LET) radiation [1]. Contrarily, two of the bacteria which we identified in RM were enhanced by particle-beam radiation, namely Muribaculum intestinale and an unidentified Gram-negative bacterium. An unidentified Bacteroidetes was directly correlated with trabecular thickness (Tb.Th) in anti-IL-17 neutralized and radiation-exposed mice, but inversely decreased with body weight in anti-IL-17 treated sham mice [2,3], thus reflecting tibiae bone microarchitecture and cell immunity in a longitudinal study (Scheme 1). Moreover, microbiota restriction reduced inflammatory tumor necrosis factor (TNF) in bone marrow, and chemokine (C-C motif) ligand 20 (CCL20) in marrow compared to small intestine upon anti-IL-17 treatment. Double-stranded DNA breaks in blood lymphocytes were associated with the anti-inflammatory intestinal microbiota in both, wild-type RM mice and aged RM mice deficient of ataxia-telangiectasia-mutated [2], in which kynurenic acid (a tryptophan metabolite) was found elevated in feces [4]. Treatment with anti-IL-17 antibodies revealed TGF-β in their bone marrow, but not in irradiated RM mice, indicating reprogrammed immune suppression by activated regulatory T cells (Tregs) in RM. These findings indicated a key role of intestinal microbiota in bearing autoantigens that are inductive for rheumatoid arthritis [5,6], bone loss [7], and osteoporosis [8].
Prior research confirmed antitumor innate immunity in RM mice and a phenotype which was indicative of hypoxia-inducible factor (HIF)-1 mediated effects [9], IL-12 activation, and macrophage polarization [10]. The naïve CD4+ T cell subset was functionally distinguished in restricted flora mice from specified pathogen-free (SPF) mice by increased activation-induced cell death [11]. Gut microbiota restrictions (restricted flora was defined as RM in the immune-genotoxicity model [12] and compared with SPF) revealed similar memory CD4+ and CD8+ T cell levels, whereas IL-12-expressing CD11chigh dendritic cells (DC) were 2.7-fold increased in RM versus SPF mice; attributable with certain commensal bacteria in RM in comparison to the immunity of SPF mice [12,13]. Fujiwara, D. and colleagues compared the effect of SPF versus RM on the systemic status of DC populations. Due to commensal bacteria, plasmacytoid DC (pDC) were selectively deficient in spleen and mesenteric lymph nodes (MLN), accompanied by an increased prevalence of myeloid DC (mDC) and T cells with a proinflammatory phenotype. These data provide evidence that, through direct action on newly differentiated mDC, RM stimulated mDC maturation and IL-12 production [13]. Memory, and also activated, CD8+ T cells were expanded in restricted flora mice and suspected to induce depleted invariant natural killer T (iNKT) cells [14]. The pDC deficiency in restricted flora mice was reversed by depletion of CD8+ T cells and in mice lacking perforin function [13,14]. Indeed, iNKT cell numbers were restored in restricted flora mice bearing the CD8α(−/−) genotype; or in adult wild-type mice bearing RM, acutely depleted with anti-CD8 antibodies [14]. However, anti-cytotoxic T-lymphocyte-associated antigen 4 (CTLA-4)–induced activation of splenic effector CD4+ T cells was significantly suppressed in mice reared under germ-free conditions. The same reduced activation of effector CD4+ T cells was achieved when mice were treated with broad-spectrum antibiotics, compared with mice having conventional microflora, and a phenotype with reduced intratumoral accumulation of CD3+ tumor-infiltrating lymphocytes (TIL), T-helper(h)1 cells, and CTLs. As a result, interventions with anti-CTLA-4 monoclonal antibodies (mAb) lost therapeutic efficacy against established sarcomas, melanomas, and colon cancers in mice with a change of intestinal microbiota [15]. Next, cytotoxic CD8+ cells were experimentally blocked with antibodies, and the mucosal compartment in the murine colon then analyzed for higher abundance of certain species of Bacteroides and Turicibacter, and of Barnesiella in the small intestine [16]. A ‘T cell receptor-like’ activation of autoimmunity was stimulated via receptor activator of nuclear factor-κB ligand (RANKL) by subsequent activation of bone marrow osteoclasts [17]. Herein, we discuss approaches to radiation-induced microbiota changes which alter inter-microbial interactions, immune responses, and virus-bacterial secondary infections with side-effects on bone health.

2. Different Gut Microbiota Can Both Negatively and Positively Impact Radiation-Induced Bone Loss

Gut bacterium Bacteroides massiliensis correlated higher relative bone volume in tibiae in IL-17 suppressed RM mice [3]. Whereas Bacteroidetes was found directly correlated with trabecular thickness (Tb.Th) in anti-IL-17 neutralized and radiation-exposed mice, Turicibacter sp. was found directly correlated with trabecular spacing (Tb.Sp) in solely anti-IL-17 treated mice. Only Lachnospiraceae correlated systemic genotoxicity in female irradiated RM, whose increased activity was seen in cigarette smoke-exposed mice along with altered immune factors [18] but were not changed in abundance in CM due to ionizing radiation. Neutralizing anti-IL-17 antibodies revealed high levels of TGF-β in the bone marrow of RM mice that were reduced by heavy ion radiation, delivered as a single fraction of 1.5 Gy (28Si ions, 850 MeV/u). Likewise, IL-17 in CM mice was reduced by irradiation in the small intestine. Anti-IL-17 treated adult mice showed hardly any micronuclei formation in normochromatic erythroblasts at six hours postirradiation (CM < RM) [2]. The expression of pro-osteoclastogenic TNF genes, however, was interrogated and reported to be enhanced by radiation-induced genotoxicity [19]. Yu M, et al. confirmed TNF being relevant for the bone catabolic activity of parathyroid hormone and demonstrated that low-calcium diet led to bone resorption, high bone turnover, and impaired bone trabecular microarchitecture in bones [8], such as the hard palate, mandible, vertebrae, femur, and proximal tibia [8,20]. Blocking IL-1 showed that IL-1β was a major driver of radiation bone sensitivity [3], as well as IL-1 was associated with tissue damage, and microbiota with enhanced expression of TNF-α [21] in irradiated bone marrow [2]. By contrast, particle radiation reduced TGF-β in the absence of peripheral IL-17 in RM mice, particularly in females—to prevent pro-osteoclastogenic IL-17 in chronic inflammation-associated cancer [22]. TGF-β controlled osteoblast-specific gene expression in cooperation of runt-related transcription factor 2 (Runx2) and mothers against decapentaplegic homolog 5 (Smad5) signaling with bone morphogenic protein 2 [23].
CM mice (females) showed higher expression of interferon (IFN)-γ in the small intestine and its lower level in blood [2]. Relative to basal thickness, our recent study measured differences in mean cortical thickness in irradiated CM mice (−15%) versus irradiated RM mice (−9.2%) by ex vivo micro-computed tomography [2,3]. Higher trabecular bone volume fraction and improved bone morphologies were assessed in anti-IL-17 treated RM mice compared with anti-IL-17 treated CM mice. We showed a direct impact of antibody intervention at the early timepoints within two days postirradiation; but the resulting feedback upregulation of IL-17 in non-irradiated control mice at the time of three weeks after anti-IL-17 treatment suspected significantly reduced TGF-β by irradiation in mice with intestinal microbiota restriction. Increased TGF-β was measured in peripheral blood in RM and higher gene expression of proinflammatory cytokines in the small intestine in irradiated RM mice [2], along the lines of protected small intestinal crypt stem cells [24,25,26] or matrilysin expression [27]. Studies explored gain-in-function mutations for structural interactions among proteins of the carcinoembryonic antigen-related cell adhesion molecule (CEACAM) family and TGF-β signaling genes to promote colorectal adenocarcinomas. Feces from mice with defects in TGF-β signaling had increased abundance of Clostridium septicum and decreased abundance of beneficial bacteria, such as B. vulgatus and Parabacteroides distasonis [28]. Previously, Mucispirillum and Clostridium species were demonstrated being adaptively modified with the rather low radiation-induced genotoxicity in blood lymphocytes in CM males, or the downregulated TGF-β level in blood. Taken together, crucial roles of RM have been considered which made mice radiation susceptible, whereas higher trabecular numbers and bone volume parameters were detected in both non-radiated and irradiated mice [2,3]. Colonization of mice by a defined mix of Clostridium strains provided an environment rich in TGF-β and affected Foxp3+ Treg numbers and function in the colon [2,29]. Oral inoculation of Clostridium during the early life challenged conventionally reared mice and resulted in resistance to colitis and systemic immunoglobulin (Ig) E responses in adult mice [29].

3. Gut Microbiota Orchestrate Systemic Responses in Immune-Mediated Maladies

Secondly, gut microbiota appeared to play a new impacting role in rheumatoid arthritis [30,31] and other immune-mediated maladies [5]. Caspase-1 (cysteinyl-aspartate specific protease) is a protein involved in autophagy that is regulated by IL-1β, a pleiotropic cytokine [32], and an interesting target for deciphering the stimulator of interferon genes-(STING) in either mucosa cells, or osteoarthritis tissue as shown recently [33]. But both, DNA and RNA viruses trigger cell death and induced inflammatory cytokines such as IL-1β through activation of the inflammasome, where viral RNA seemed to activate the NLR family pyrin domain containing 3 (NLRP3) inflammasome to generate mature IL-1β [34]. In our study, we measured a three-fold increase in the gene expression of IL-1β in irradiated RM bone compared with CM (p < 0.05) [3]. Apoptosis-transforming cytokines were involved in many antimicrobial activities, including induction of the acute response phase, promotion of proinflammatory cytokine cascades in inflammasomes [35,36], colitis [37], and differentiation of naïve T cells into IL-17-producing T-helper (Th17) cells [6]. Therefore, reduced cytokine-expression in antigen-stimulated RM mice (IFN-γ, TNF-α, and IL-4 by splenic iNKT cells [38]) was investigated for the reciprocal regulation of differentiation and pathogenicity of Th17 cells and Tregs [39], mediated by TGF-β [40] and IL-1β [41,42,43]. Differentiation of Th17 cells was reported to correlate with the presence of cytophaga-flavobacter-bacteroidetes (CFB) bacteria composition in the intestine and was independent of toll-like receptor, IL-21 or IL-23 signaling [40], but required TGF-β activation [40,44]. In correlation with the gain of body weight over four to six months, Paramuribaculum intestinale and Muribaculum spp. were found differentially enhanced in the mucosa of either microbiota group (CM and RM) due to lactobacillus treatment, looking at lamina propria bacteria composition in small intestine and mid-colon sections [2]. Longitudinal studies determined that Faecalibaculum rodentium and Lactobacillus murinus were more abundant in CM versus RM feces before and after irradiation [3]. In addition, female mice were lacking Ureaplasma felinum in mucosa-associated cells compared with males and Helicobacter rodentium and Muribaculum intestinale were more abundant in the colons of CM versus RM mice. M. intestinale, however, was increased in abundance in the small intestine of RM mice, implying they may deploy molecular countermeasures to persistent genotoxicity in bone marrow [2]. There was more than a 10-fold increase of Muribaculum spp. in the small intestine of irradiated female CM mice, and in all RM mice, when compared with CM mice. Taken together, this study showed how IL-17 neutralizing antibodies directly impacted osteolytic damage and immunogenicity of intestinal microbiota composition when, similarly to the approaches of combined radio- and immunotherapy, anti-IL-17 antibody was injected a day before, and at the early endpoint within two days postirradiation [1,2,3]. Reduced cytokine-expression in germ-free mice in bone (IL-6 and TNF-α [7]) could be indicative for a comparable mechanism to regulate the onset of osteoclastogenesis [8]. Independently of radiation-induced genotoxicity and cytokine expression in the gut, the intestinal microbiota composition was found a potential antagonist for the pathogenicity of Th17 cells and activation of Tregs. A single-cell RNA sequencing (scRNA-seq) survey of 40,186 ileal epithelial cells and proteomics analysis of ileal samples at six time points in the swine neonatal period investigated specific transcriptional factors, G protein-coupled receptors, TGF-β, bone morphogenetic protein signaling pathways, and gut mucosal microbiota in neonatal ileal development [45].
While our research associated Muribaculum intestinale with adopted radiation-resistance in murine colons concerning whole body irradiation with heavy ions [2], S. Kumar and coworkers described proliferation of gastrointestinal tissue which was accompanied by senescent cells and acquired senescence-associated secretory phenotype [46]. The latter demonstrated how low-dose 56Fe radiation induced persistently delayed intestinal epithelial cell (IEC) migration that increased along with chronic heavy ions-induced alteration of sublethal cytoskeletal dynamics. In the small intestine, differentiated epithelial cells from the crypt-base stem cells migrated along the crypt–villus axis to replace apoptotic cells that shed into intestinal lumen [46,47]. Although IECs migration was higher after 60 days relative to seven days postirradiation, it was significantly lower at both time points relative to control and γ-rays, indicating longer persistence of 56Fe-induced effects relative to γ-rays up to a year. Higher dose (>1 Gy) demonstrated a modest increase in lethality with 50% survival at 30 days (LD50/30) for 5.8 Gy of 56Fe ions compared to 7.25 Gy of γ-rays [48], and γ-irradiation induced function-impaired Tregs [49]. Low dose radiation is known from 0.5–4 Gy in several fractions as a tumor microenvironment modulating RT [50], and in cooperation with the modulating effects of TGF-β, was used as a trigger of immunotherapy in cancer [51]. Evidence is given that radiation relative biological effectiveness (RBE) is a function of radiation dose, tissue type, and LET [52], and a functional tool to predict intestinal crypt regeneration for new types of particle beams, including fast-neutrons, protons, carbon ions, and an epithermal neutron capture therapy (NCT) beam [53]. TGF-β also mediated the epithelial to mesenchymal transdifferentiation of cells via RhoA-dependent mechanism and could regulate metastasis at the point of immune control [54].

4. Microbiota Influence RT and Clinical Data

Microbiota have also been sequenced and explored as a biomarker for radiation, i.e., pelvic radiotherapy (RT) in humans [55,56,57,58]. Intestinal radiation tolerance after fractionated irradiation with protons [52] further plays a crucial role in activation of immunotherapy and prevention of secondary cancers [59]. In this course, microbial defense employed IL-12 to convert Foxp3+ Tregs to IFN-γ-producing Foxp3+ T cells due to microbial products in other than the murine intestinal organ, with a striking impact on inflammation, and to inhibit colitis [60]. The virus clearance promoting IL-12 release was found to protect mice from the lethal hematopoietic syndrome [61].
Effective combinatorial clinical strategies in RT should be inducing proliferation on normal cells, while reducing the differentiation of (tumor invasive) macrophages at activated DNA break sensing pathways [62,63]. Until today, the impact of ionizing radiation on intestinal microbiota has been studied in mice [1,21] and rats [64], especially the up- and downregulation of certain BIPs like Turicibacter spp. [3], Fusobacterium, or Firmicutes [64], respectively. Differences in microbiota between prostate cancer patients receiving radiotherapy were analyzed with and without acute or late radiation enteropathy [57,65], and higher counts of Clostridium IV, Roseburia, and Phascolarctobacterium significantly associated with those prostate cancer patients with radiation enteropathy [65]. Long-term side-effects of abdominal and pelvic RT in female patients with gynecologic malignancies were also decreased bone mineral density (BMD), major micro-architectural changes and osteoblast dysfunction [66,67]. These traits underlying clinical symptoms, such as bone loss, osteoporotic fractures [66,67,68], and for high-dose radiation treatment, pelvic pain [67], were deeply analyzed up to a year post-RT [68]. Patients suffered from rectal bleeding and fecal continence as a post-treatment side-effect to prostate cancer therapy [69] and reduced BMD following their cervical cancer radiation treatment, often depending on their age and age-related menopausal status [68]. Bone loss was further determined for RT plus androgen deprivation therapy in case of locally advanced prostate cancer [70]. Overall, a reduction in BMD of vertebrae in female cervical cancer patients has been reported to be systemic and to occur in the radiation-exposed part of the lumbar spine as well as in upper parts (thoracic vertebrae 9–12 and lumbar vertebrae 2–4), which were not irradiated [68]. In terms of pathogenic attacks on bone health, Chlamydia pneumoniae-infected mice had decreased (p < 0.05) total and subcortical BMD at the distal femur and proximal tibia compared with controls, but no body-weight gain differences at 16 days after infection [71].
The regulation of early and delayed radiation responses was explored in the small intestine, however, showing the stimulation of capsaicin-sensitive nerves [72] or expression of fibrogenic cytokines [73,74]. The abundance of Roseburia and Propionibacterium which are short-chain fatty acid (SCFA) producers, and Streptococcus, an acetate producer, therefore inversely correlated with IL-15 upon prostate and pelvic RT [65]. Sodium butyrate alleviated the symptoms of pre-eclampsia in pregnant rats, thus significantly decreased the levels of blood pressure, 24-h protein urine and inflammatory factors (IL-1β, IL-6 and TGF-β). It increased the weights of the fetus and placenta and intestinal barrier markers (ZO-1, claudin-5 and occludin) [75]. TGF-β associated with chronic injury in both consequential and primary radiation enteropathy (Table 1) [76,77]; but the protein was also found a detected marker in human smooth muscle cells [78], and therefore recombinant TGF-β2 receptor has been in vivo tested for mitigating radiation enteropathy [79]. Among cervical cancer patients who received chemoradiotherapy, gastrointestinal toxicity resulted in generally decreased microbial diversity up to five weeks postirradiation [57]. Although cytokine levels in rectal mucosa and mucosa cells were mostly reduced after high-dose and highly fractionated RT [65], radiation dose-volume effects in radiation-induced rectal injury have been examined the most lethal side-effect for prostate cancer patients and were clinically evaluated [80,81,82]. The wildly used Lyman-Kutcher-Burman (LKB) normal tissue complication probability model in projecting the hazards of rectal complication with high-dose RT, i.e., rectal bleeding and late radiation toxicity, was based on three-dimensional conformal RT dose-escalation studies of early-stage prostate cancer [82]. The role of RT in the cancer-immunity cycle is increasingly being investigated (with a focus on conventional fractionation and hypofractionation with various outcomes) [50,65], and may involve different optimized regimen and specifications when the goal is immune-stimulation, as opposed to direct ablation of tumor cells [83].
Long-term RT can increase the risk of secondary infections by suppressing cytokines, while in case of viral infections, patients became predisposed to secondary bacterial infections, which often have a more severe clinical course [84]. The mechanisms underlying post-viral bacterial infections are based on multifactorial processes mediated by interactions between viruses, bacteria, and the host immune system [85,86,87], and may be summarized as the disruption of commensal microbiota homeostasis [88]. Since the effects of probiotics inoculation have never been sufficiently reported, its stimulatory impact on cytokine release should be mentioned at this point [89] (Scheme 2). Dysbiosis in the respiratory and gastrointestinal tract, which in turn may alter subsequent immune function against secondary bacterial and fungal infection, were focused on the beneficial changes in the microbial compositions in this review [84,90,91,92]. Not just recently, clinical trials have investigated the potential applications of probiotics to minimize viral infections due to influenza virus, rhinovirus, respiratory syncytial virus, or rhinopharyngitis. Other current clinical trials explored the effectiveness of Lactobacillus plantarum and L. coryniformis as dietary supplements, or Lactococcus lactis via nasal irrigation in the context of COVID-19 [92]. Besides the release of IFN-α [93], IFN-γ, IL-2, and IL-12 from lactic acid bacteria (LAB) [89,90], TNF-α upregulation through a wide range of Lactobacilli [92], reduced viral entry through Bacillus subtilis [94], the production of defensins due to Lactobacillus casei [92] and the inhibition of chemokine responses related to Bifidobacterium animalis were described [95]. Enhancing the proliferation of potentially pathogenic bacterial species was limited. Probiotic supplements reduced a “cytokine storm” and proinflammatory cytokines such as IL-1β, IL-6, and TNF-α [91]. Nevertheless, the pathogenesis of viral infections of the respiratory tract included infections with Staphylococcus pneumonia, Staphylococcus aureus, Hemophilus influenzae [89,90], Streptococcus pneumoniae, and Moraxella catarrhalis. Urinary tract infection following secondary colonization with Hemophilus and Pseudomonas aeruginosa induced immune responses, such as CXCL8 (C-X-C motif chemokine ligand 8), CCL2 and interleukins (IL-6, IL-8, IL-10, IL-17A), granulocyte colony stimulating factor (G-CSF), mucus response, and epithelial cell death [84]. None of these signatures of the adaptive immune response was shown in the RM model.

5. SARS-CoV-2 Infections Impact Radio-Immunogenic Responses of the Gastrointestinal Tract

Given the high risk of the worldwide coronavirus spread to reinforce COVID-19 disease, low-dose radiation which has been described for the determination of RBE on thoracic and intestinal radiation [52,96], was tested on thirty COVID-19 pneumonia patients as low-dose radiotherapy (LDRT, <0.5 Gy) [97] that induced anti-inflammatory effects [98,99]. Paraoxonase-1 (PON1)-related variables and cytokines were analyzed in serum samples and reported concerning their relationship with the clinical and radiological characteristics of patients with COVID-19 pneumonia. One week after LDRT, 83% of patients had lower PON1 and TGF-β1 concentrations compared with 24-h after LDRT, PON1 specific activity increased, lactate dehydrogenase, and C-reactive protein decreased, and CD4+ and CD8+ cells increased after one week, whereas respiratory function improved [97]. In Japanese cancer patients compared with health care workers, the seroprevalence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibodies did not differ between the cancer patients and health care worker groups; however, findings suggested that systemic therapies, including chemotherapy and immune checkpoint inhibitors, lowered N (nucleocapsid)-IgG or S (spike)-IgG levels against SARS-CoV-2 in cancer patients, with immune checkpoint inhibitor treatment showing less impact on the infection immune response [100]. Across 34 human cancers, interferon-stimulated genes and T cell-inflamed interferon signatures in tumor and normal tissues correlated with angiotensin-converting enzyme 2 (ACE2) [101], the cell receptor for SARS-CoV and SARS-CoV-2 [102], which itself was negatively correlated with angiogenesis and TGF-β [101]. For various types of cancers, including lung cancer [103], ACE2 expression increased with the potential risk of cancers to SARS-CoV-2 infection [104] and correlated bacterial microbiota, but were inconsistent in associations between ACE2 and type II transmembrane serine protease (TMPRSS2) in the presence of viruses (HPV, Epstein-Barr virus, and hepatitis B virus) or tissue microbiota [101]. Collectively, the SARS-CoV-2 infection was associated with human enterocytes pathology [105] as well as reduced bacterial diversity and virus-specific lower relative abundance of beneficial symbionts in gut microbiota [106]. Lately, for colon adenocarcinoma and stomach adenocarcinoma, 1093 commensal microbiotas were correlated; and these cancers assessed as the two tumor types with the strongest and most prevalent positive correlation of ACE2 and TMPRSS2 gene expression with abundance of specific bacteria taxa, respectively. Chlamydia was the top microbiota among 75 taxa that positively correlated with ACE2 in colon adenocarcinoma (p = 0.81, FDR-adjusted p < 0.0001), and also kidney cancers correlated with both, ACE2 and microbiota [101]. Taken together, tumor type and various tissues are susceptible to SARS-CoV-2 [104] and immunotherapy may aggravate SARS-CoV-2 infection and comorbidity among cancer patients [100]. Another immune-related response SARS-CoV-2 with possible variation due to tumors, is antibody-dependent cellular cytotoxicity (ADCC) [107] addressing glycan targeting [108]. The activated subset of effector cells, mostly NK cells [109,110], was known for antitumor activity [111]. There is currently no data available if a combined effect between ADCC to virus-infected cells and radiation was achieved after conventional RT, or supported by low-dose RT and microbiota changes after SARS-CoV-2 infection [112,113,114]. Tissue TGF-β expression followed conventional RT and pulsed low-dose rate radiation [115]. Coupled complex photobiomodulation, applying low-level light therapy, and probiotic interventions controlled the microbiome [116,117], improved viral clearance [118], as well as the activity of the immune system, the release of chemokines, and thus saved the lives of people with immune imbalances. In general, the last COVID-19 pandemics urged for the development of innovative treatments to successfully interact with the microbiota and the human immune system in the coronavirus crisis [116]. In the sense of reducing the risk for secondary cancers after RT, most bacterial strains that were mentioned to function anti-inflammatory or to reduce infection cytokines and chemokine CXCL8, were tested positive for medical antiviral effects on one of the viruses infecting the respiratory tract [91,92]. Gut, lung and oral microbiota composition influenced and reflected the severity of COVID-19 [114,119,120,121]. The probiotics mixture VSL#3 dampened proinflammatory and chemokine production, but accelerated restitution in the absence of a functional mucus layer and regeneration. Gut permeability mediated by the SCFA acetate was remarkedly improved in the colons of these mice [122]. Consistently, SARS-CoV-2 impaired SCFA acetate and L-Isoleucine biosynthesis [123], whereas SARS-CoV-2-associated gut microbiota alteration promoted pathogenesis of colorectal cancer [124,125], predominantly through lower abundance of Faecalibacterium, Clostridium, and Eubacterium [125].
Taken together, it remains uncertain how intestinal homeostasis maintains physiological integrity or prevents gastrointestinal tumorigenesis: Reduced abundances of members of the bacterial taxa Bacteroidales, the commensal M. intestinale, and an expansion in Lactobacilli in the ileal microbiome were most notably investigated with the onset of Crohn’s disease and inflammatory bowel disease [126], implying that these bacteria impart a proinflammatory protection of cellular metabolism and redox homeostasis to acquire reducing agents for DNA-biosynthesis [127]. TGF-β1 and glutamine were shown to promote secretory IgA independently from the method of B cell activation [128] and through intestinal microbiota [129], respectively. Moreover, genetically modified Bacteroides sp. from the human gut microbiota have been engineered to thrive on endogenous glycans by employing multi-specific gene loci, which encode surface glycan-binding proteins [130], thus emphasizing mucosal healing and health, particularly in human intestinal gut microbiota [131].

6. Conclusions

Recently, known clinical effects of acute radiation exposure, such as mucositis and diarrhea, were shown to be affected by the gut microbiota in correlation with conditions of treatment and disease [132,133,134]; but little is known about the subsequently penetrating effects on functional metagenomics initiated by enteric microbial products and systemic metabolomics for the treatment of, for example, prostate cancer [135,136,137], which has been treated with conventional intensity-modulated radiation therapy [137] and intensity-modulated proton therapy [138]. Analyses between the gut microbiota and bone microstructure revealed that Bacteroides massiliensis and Muribaculum sp. were different in abundance between CM and RM under mucosa-associated dysbiosis. Specifically, B. massiliensis promoted prostate cancer [135] and homeostasis in intestinal microbiota (colon) when colonized with Helicobacter rodentium [2,3]. The intestinal microbiota composition was reviewed for its interplay with Th17 cells and activation of Tregs, mediated by TGF-β and IL-1β [2,21,41]. In general, conventional RT was found associated with an increase in lymphocyte death, limiting the immune response [50,139]. Studying total body irradiation (TBI, 1.5 Gy high-energy 1H and 28Si) of mice was relevant for the development of countermeasures to galactic cosmic rays [1,2]. Furthermore, the resulting RM model was susceptible to a shift towards pathophysiological hypoxia and activation of antigen presenting cells which possibly allowed for hypoxia-reoxygenation by TGF-β immune-suppressive regulation, macrophages, and osteoclasts’ differentiation. From this perspective, the research referenced here provided linkages between gut bacteria and radiation-induced bone loss, imparting the upregulation of BIPs in the irradiated intestinal microbiota to modulate bone health in prostate and colorectal cancer patients. Post-treatment care, long-term observations, and the cure of second cancer malignancies are addressed in cross-functional studies on particle-beam radiation adverse events or compositions of anti-inflammatory microbiota.

Funding

This work was supported by NASA Grant NNX11AB44G (Schiestl RH, Borneman J), the Fulbright Grant for Teaching and Research (Maier I) and the City of Vienna (GZ 825112-2019-5).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data sharing not applicable.

Conflicts of Interest

The author declares no conflict of interest.

References

  1. Maier, I.; Berry, D.M.; Schiestl, R.H. Intestinal microbiota reduces genotoxic endpoints induced by high-energy protons. Radiat. Res. 2014, 181, 45–53. [Google Scholar] [CrossRef] [PubMed]
  2. Maier, I.; Liu, J.; Ruegger, P.M.; Deutschmann, J.; Patsch, J.M.; Helbich, T.H.; Borneman, J.; Schiestl, R.H. Intestinal bacterial indicator phylotypes associate with impaired DNA double-stranded break sensors but augmented skeletal bone micro-structure. Carcinogenesis 2020, 41, 483–489. [Google Scholar] [CrossRef] [PubMed]
  3. Maier, I.; Ruegger, P.M.; Deutschmann, J.; Helbich, T.H.; Pietschmann, P.; Schiestl, R.H.; Borneman, J. Particle Radiation Side-Effects: Intestinal Microbiota Composition Shapes Interferon-γ-Induced Osteo-Immunogenicity. Radiat. Res. 2022, 197, 184–192. [Google Scholar] [CrossRef] [PubMed]
  4. Cheema, A.K.; Maier, I.; Dowdy, T.; Wang, Y.; Singh, R.; Ruegger, P.M.; Borneman, J.; Fornace, A.J., Jr.; Schiestl, R.H. Chemopreventive Metabolites Are Correlated with a Change in Intestinal Microbiota Measured in A-T Mice and Decreased Carcinogenesis. PLoS ONE 2016, 11, e0151190. [Google Scholar] [CrossRef]
  5. Maeda, Y.; Kurakawa, T.; Umemoto, E.; Motooka, D.; Ito, Y.; Gotoh, K.; Hirota, K.; Matsushita, M.; Furuta, Y.; Narazaki, M.; et al. Dysbiosis Contributes to Arthritis Development via Activation of Autoreactive T Cells in the Intestine. Arthritis Rheumatol. 2016, 68, 2646–2661. [Google Scholar] [CrossRef]
  6. Sato, K.; Suematsu, A.; Okamoto, K.; Yamaguchi, K.; Morishita, Y.; Kadono, Y.; Tanaka, S.; Kodama, T.; Akira, S.; Iwakura, Y.; et al. Th17 functions as an osteoclastogenic helper T cell subset that links T cell activation and bone destruction. J. Exp. Med. 2006, 203, 2673–2682. [Google Scholar] [CrossRef]
  7. Sjogren, K.; Engdahl, C.; Henning, P.; Lerner, U.H.; Tremaroli, V.; Lagerquist, M.K.; Bäckhed, F.; Ohlsson, C. The gut microbiota regulates bone mass in mice. J. Bone Miner. Res. 2012, 27, 1357–1367. [Google Scholar] [CrossRef]
  8. Yu, M.; Tyagi, A.M.; Li, J.-Y.; Adams, J.; Denning, T.L.; Weitzmann, N.M.; Jones, R.M.; Pacifici, R. PTH induces bone loss via microbial-dependent expansion of intestinal TNF+ T cells and Th17 cells. Nat. Commun. 2020, 11, 468. [Google Scholar] [CrossRef]
  9. Masoud, G.N.; Wang, J.; Chen, J.; Miller, D.; Li, W. Design, Synthesis and Biological Evaluation of Novel HIF1α Inhibitors. Anticancer Res. 2015, 35, 3849–3859. [Google Scholar]
  10. Wynn, T.A.; Barron, L. Macrophages: Master regulators of inflammation and fibrosis. Semin. Liver Dis. 2010, 30, 245–257. [Google Scholar] [CrossRef]
  11. Huang, T.; Wei, B.; Velazquez, P.; Borneman, J.; Braun, J. Commensal microbiota alter the abundance and TCR responsiveness of splenic naïve CD4+ T lymphocytes. Clin. Immunol. 2005, 117, 221–230. [Google Scholar] [CrossRef] [PubMed]
  12. Yamamoto, M.L.; Maier, I.; Dang, A.T.; Berry, D.; Liu, J.; Ruegger, P.M.; Yang, J.I.; Soto, P.A.; Presley, L.L.; Reliene, R.; et al. Intestinal bacteria modify lymphoma incidence and latency by affecting systemic inflammatory state, oxidative stress, and leukocyte genotoxicity. Cancer Res. 2013, 73, 4222–4232. [Google Scholar] [CrossRef] [PubMed]
  13. Fujiwara, D.; Wei, B.; Presley, L.L.; Brewer, S.; McPherson, M.; Lewinski, M.A.; Borneman, J.; Braun, J. Systemic control of plasmacytoid dendritic cells by CD8+ T cells and commensal microbiota. J. Immunol. 2008, 180, 5843–5852. [Google Scholar] [CrossRef] [PubMed]
  14. Wei, B.; Wingender, G.; Fujiwara, D.; Chen, D.Y.H.; McPherson, M.; Brewer, S.; Borneman, J.; Kronenberg, M.; Braun, J. Commensal microbiota and CD8+ T cells shape the formation of invariant NKT cells. J. Immunol. 2010, 184, 1218–1226. [Google Scholar] [CrossRef] [PubMed]
  15. Vetizou, M.; Pitt, J.M.; Daillère, R.; Lepage, P.; Waldschmitt, N.; Flament, C.; Rusakiewicz, S.; Routy, B.; Roberti, M.P.; Duong, C.P.; et al. Anticancer immunotherapy by CTLA-4 blockade relies on the gut microbiota. Science 2015, 350, 1079–1084. [Google Scholar] [CrossRef]
  16. Presley, L.L.; Wei, B.; Braun, J.; Borneman, J. Bacteria associated with immunoregulatory cells in mice. Appl. Environ. Microbiol. 2010, 76, 936–941. [Google Scholar] [CrossRef]
  17. Takayanagi, H.; Kim, S.; Koga, T.; Nishina, H.; Isshiki, M.; Yoshida, H.; Saiura, A.; Isobe, M.; Yokochi, T.; Inoue, J.; et al. Induction and activation of the transcription factor NFATc1 (NFAT2) integrate RANKL signaling in terminal differentiation of osteoclasts. Dev. Cell 2002, 3, 889–901. [Google Scholar] [CrossRef]
  18. Allais, L.; Kerckhof, F.M.; Verschuere, S.; Bracke, K.R.; De Smet, R.; Laukens, D.; Van den Abbeele, P.; De Vos, M.; Boon, N.; Brusselle, G.G.; et al. Chronic cigarette smoke exposure induces microbial and inflammatory shifts and mucin changes in the murine gut. Environ. Microbiol. 2016, 18, 1352–1363. [Google Scholar] [CrossRef]
  19. Alwood, J.S.; Shahnazari, M.; Chicana, B.; Schreurs, A.S.; Kumar, A.; Bartolini, A.; Shirazi-Fard, Y.; Globus, R.K. Ionizing Radiation Stimulates Expression of Pro-Osteoclastogenic Genes in Marrow and Skeletal Tissue. J. Interferon Cytokine Res. 2015, 35, 480–487. [Google Scholar] [CrossRef]
  20. Shen, V.; Birchman, R.; Xu, R.; Lindsay, R.; Dempster, D.W. Short-term changes in histomorphometric and biochemical turnover markers and bone mineral density in estrogen-and/or dietary calcium-deficient rats. Bone 1995, 16, 149–156. [Google Scholar] [CrossRef]
  21. Gerassy-Vainberg, S.; Blatt, A.; Danin-Poleg, Y.; Gershovich, K.; Sabo, E.; Nevelsky, A.; Daniel, S.; Dahan, A.; Ziv, O.; Dheer, R.; et al. Radiation induces proinflammatory dysbiosis: Transmission of inflammatory susceptibility by host cytokine induction. Gut 2018, 67, 97–107. [Google Scholar] [CrossRef] [PubMed]
  22. Hemdan, N.Y. Anti-cancer versus cancer-promoting effects of the interleukin-17-producing T helper cells. Immunol. Lett. 2013, 149, 123–133. [Google Scholar] [CrossRef]
  23. Lee, K.S.; Kim, H.J.; Li, Q.L.; Chi, X.Z.; Ueta, C.; Komori, T.; Wozney, J.M.; Kim, E.G.; Choi, J.Y.; Ryoo, H.M.; et al. Runx2 is a common target of transforming growth factor beta1 and bone morphogenetic protein 2, and cooperation between Runx2 and Smad5 induces osteoblast-specific gene expression in the pluripotent mesenchymal precursor cell line C2C12. Mol. Cell Biol. 2000, 20, 8783–8792. [Google Scholar] [CrossRef]
  24. Ruifrok, A.C.; Mason, K.A.; Lozano, G.; Thames, H.D. Spatial and temporal patterns of expression of epidermal growth factor, transforming growth factor alpha and transforming growth factor beta 1-3 and their receptors in mouse jejunum after radiation treatment. Radiat. Res. 1997, 147, 1–12. [Google Scholar] [CrossRef] [PubMed]
  25. Booth, D.; Haley, J.D.; Bruskin, A.M.; Potten, C.S. Transforming growth factor-B3 protects murine small intestinal crypt stem cells and animal survival after irradiation, possibly by reducing stem-cell cycling. Int. J. Cancer 2000, 86, 53–59. [Google Scholar] [CrossRef]
  26. Potten, C.S.; Booth, D.; Haley, J.D. Pretreatment with transforming growth factor beta-3 protects small intestinal stem cells against radiation damage in vivo. Br. J. Cancer 1997, 75, 1454–1459. [Google Scholar] [CrossRef]
  27. Polistena, A.; Johnson, L.B.; Röme, A.; Wittgren, L.; Bäck, S.; Osman, N.; Molin, G.; Adawi, D.; Jeppsson, B. Matrilysin expression related to radiation and microflora changes in murine bowel. J. Surg. Res. 2011, 167, e137–e143. [Google Scholar] [CrossRef]
  28. Gu, S.; Zaidi, S.; Hassan, M.I.; Mohammad, T.; Malta, T.M.; Noushmehr, H.; Nguyen, B.; Crandall, K.A.; Srivastav, J.; Obias, V.; et al. Mutated CEACAMs Disrupt Transforming Growth Factor Beta Signaling and Alter the Intestinal Microbiome to Promote Colorectal Carcinogenesis. Gastroenterology 2020, 158, 238–252. [Google Scholar] [CrossRef]
  29. Atarashi, K.; Tanoue, T.; Shima, T.; Imaoka, A.; Kuwahara, T.; Momose, Y.; Cheng, G.; Yamasaki, S.; Saito, T.; Ohba, Y.; et al. Induction of colonic regulatory T cells by indigenous Clostridium species. Science 2011, 331, 337–341. [Google Scholar] [CrossRef]
  30. Zhang, X.; Zhang, D.; Jia, H.; Feng, Q.; Wang, D.; Liang, D.; Wu, X.; Li, J.; Tang, L.; Li, Y.; et al. The oral and gut microbiomes are perturbed in rheumatoid arthritis and partly normalized after treatment. Nat. Med. 2015, 21, 895–905. [Google Scholar] [CrossRef]
  31. Picchianti-Diamanti, A.; Panebianco, C.; Salemi, S.; Sorgi, M.L.; Di Rosa, R.; Tropea, A.; Sgrulletti, M.; Salerno, G.; Terracciano, F.; D’Amelio, R.; et al. Analysis of Gut Microbiota in Rheumatoid Arthritis Patients: Disease-Related Dysbiosis and Modifications Induced by Etanercept. Int. J. Mol. Sci. 2018, 19, 2938. [Google Scholar] [CrossRef] [PubMed]
  32. Joosten, L.A.; Netea, M.G.; Dinarello, C.A. Interleukin-1β in innate inflammation, autophagy and immunity. Semin. Immunol. 2013, 25, 416–424. [Google Scholar] [CrossRef]
  33. Guo, Q.; Chen, X.; Chen, J.; Zheng, G.; Xie, C.; Wu, H.; Miao, Z.; Lin, Y.; Wang, X.; Gao, W.; et al. STING promotes senescence, apoptosis, and extracellular matrix degradation in osteoarthritis via the NF-κB signaling pathway. Cell Death Dis. 2021, 12, 13. [Google Scholar] [CrossRef] [PubMed]
  34. Davis, B.K.; Wen, H.; Ting, J.P. The inflammasome NLRs in immunity.; inflammation.; and associated diseases. Ann. Rev. Immunol. 2011, 29, 707–735. [Google Scholar] [CrossRef]
  35. Becker, C.; Watson, A.J.; Neurath, M.F. Complex roles of caspases in the pathogenesis of inflammatory bowel disease. Gastroenterology 2013, 144, 283–293. [Google Scholar] [CrossRef] [PubMed]
  36. Strowig, T.; Henao-Mejia, J.; Elinav, E.; Flavell, R. Inflammasomes in health and disease. Nature 2012, 481, 278–286. [Google Scholar] [CrossRef]
  37. Mahida, Y.R.; Wu, K.; Jewell, D.P. Enhanced production of interleukin 1-beta by mononuclear cells isolated from mucosa with active ulcerative colitis of Crohn’s disease. Gut 1989, 30, 835–838. [Google Scholar] [CrossRef]
  38. Wingender, G.; Stepniak, D.; Krebs, P.; Lin, L.; McBride, S.; Wei, B.; Braun, J.; Mazmanian, S.K.; Kronenberg, M. Intestinal microbes affect phenotypes and functions of invariant natural killer T cells in mice. Gastroenterology 2012, 143, 418–428. [Google Scholar] [CrossRef]
  39. Lee, J.Y.; Hall, J.A.; Kroehling, L.; Wu, L.; Najar, T.; Nguyen, H.H.; Lin, W.Y.; Yeung, S.T.; Silva, H.M.; Li, D.; et al. Serum Amyloid A Proteins Induce Pathogenic Th17 Cells and Promote Inflammatory Disease. Cell 2020, 180, 79–91.e16. [Google Scholar] [CrossRef]
  40. Ivanov, I.I.; Frutos Rde, L.; Manel, N.; Yoshinaga, K.; Rifkin, D.B.; Sartor, R.B.; Finlay, B.B.; Littman, D.R. Specific microbiota direct the differentiation of IL-17-producing T-helper cells in the mucosa of the small intestine. Cell Host Microbe 2008, 4, 337–349. [Google Scholar] [CrossRef]
  41. Mucida, D.; Park, Y.; Kim, G.; Turovskaya, O.; Scott, I.; Kronenberg, M.; Cheroutre, H. Reciprocal TH17 and regulatory T cell differentiation mediated by retinoic acid. Science 2007, 317, 256–260. [Google Scholar] [CrossRef] [PubMed]
  42. Esplugues, E.; Huber, S.; Gagliani, N.; Hauser, A.E.; Town, T.; Wan, Y.Y.; O’Connor, W., Jr.; Rongvaux, A.; Van Rooijen, N.; Haberman, A.M.; et al. Control of TH17 cells occurs in the small intestine. Nature 2011, 475, 514–518. [Google Scholar] [CrossRef] [PubMed]
  43. Acosta-Rodriguez, E.V.; Napolitani, G.; Lanzavecchia, A.; Sallusto, F. Interleukins 1beta and 6 but not transforming growth factor-beta are essential for the differentiation of interleukin 17-producing human T helper cells. Nat. Immunol. 2007, 8, 942–949. [Google Scholar] [CrossRef] [PubMed]
  44. Mangan, P.R.; Harrington, L.E.; O’Quinn, D.B.; Helms, W.S.; Bullard, D.C.; Elson, C.O.; Hatton, R.D.; Wahl, S.M.; Schoeb, T.R.; Weaver, C.T. Transforming growth factor-beta induces development of the T(H)17 lineage. Nature 2006, 441, 231–234. [Google Scholar] [CrossRef]
  45. Meng, Q.; Chen, L.; Xiong, B.; Kang, B.; Zhang, P.; Tang, S.; Han, H.; Shen, W.; Feng, X.; Feng, S.; et al. Single-Cell Transcriptome Sequencing and Proteomics Reveal Neonatal Ileum Dynamic Developmental Potentials. mSystems 2021, 6, e0072521. [Google Scholar] [CrossRef]
  46. Kumar, S.; Suman, S.; Fornace, A.J., Jr.; Datta, K. Space radiation triggers persistent stress response, increases senescent signaling, and decreases cell migration in mouse intestine. Proc. Natl. Acad. Sci. USA 2018, 115, E9832–E9841. [Google Scholar] [CrossRef]
  47. Mentrup, H.L.; Hartman, A.; Thames, E.L.; Basheer, W.A.; Matesic, L.E. The ubiquitin ligase ITCH coordinates small intestinal epithelial homeostasis by modulating cell proliferation, differentiation, and migration. Differentiation 2018, 99, 51–61. [Google Scholar] [CrossRef]
  48. Datta, K.; Suman, S.; Trani, D.; Doiron, K.; Rotolo, J.A.; Kallakury, B.V.; Kolesnick, R.; Cole, M.F.; Fornace, A.J., Jr. Accelerated hematopoietic toxicity by high energy (56)Fe radiation. Int. J. Radiat. Oncol. Biol. Phys. 2012, 88, 213–222. [Google Scholar] [CrossRef]
  49. Billiard, F.; Buard, V.; Benderitter, M.; Linard, C. Abdominal γ-radiation induces an accumulation of function-impaired regulatory T cells in the small intestine. Int. J. Radiat. Oncol. Biol. Phys. 2011, 80, 869–876. [Google Scholar] [CrossRef]
  50. Gajiwala, S.; Torgeson, A.; Garrido-Laguna, I.; Kinsey, C.; Lloyd, S. Combination immunotherapy and radiation therapy strategies for pancreatic cancer-targeting multiple steps in the cancer immunity cycle. J. Gastrointestinal. Oncol. 2018, 9, 1014–1016. [Google Scholar] [CrossRef]
  51. Batlle, E.; Massagué, J. Transforming Growth Factor-β Signaling in Immunity and Cancer. Immunity 2019, 50, 924–940. [Google Scholar] [CrossRef] [PubMed]
  52. Gueulette, J.; Slabbert, J.P.; Böhm, L.; De Coster, B.M.; Rosier, J.F.; Octave-Prignot, M.; Ruifrok, A.; Schreuder, A.N.; Wambersie, A.; Scalliet, P.; et al. Proton RBE for early intestinal tolerance in mice after fractionated irradiation. Radiother. Oncol. 2001, 61, 177–184. [Google Scholar] [CrossRef]
  53. Gueulette, J.; Octave-Prignot, M.; De Costera, B.M.; Wambersie, A.; Grégoire, V. Intestinal crypt regeneration in mice: A biological system for quality assurance in non-conventional radiation therapy. Radiother. Oncol. 2004, 73, S148–S154. [Google Scholar] [CrossRef]
  54. Bhowmick, N.A.; Ghiassi, M.; Bakin, A.; Aakre, M.; Lundquist, C.A.; Engel, M.E.; Arteaga, C.L.; Moses, H.L. Transforming growth factor-beta1 mediates epithelial to mesenchymal transdifferentiation through a RhoA-dependent mechanism. Mol. Biol. Cell 2001, 12, 27–36. [Google Scholar] [CrossRef] [PubMed]
  55. Roy, S.; Trinchieri, G. Microbiota: A key orchestrator of cancer therapy. Nat. Rev. Cancer 2017, 17, 271–285. [Google Scholar] [CrossRef]
  56. Nam, Y.D.; Kim, H.J.; Seo, J.G.; Kang, S.W.; Bae, J.W. Impact of pelvic radiotherapy on gut microbiota of gynecological cancer patients revealed by massive pyrosequencing. PLoS ONE 2013, 8, E82659. [Google Scholar] [CrossRef] [PubMed]
  57. Mitra, A.; Grossman Biegert, G.W.; Delgado, A.Y.; Karpinets, T.V.; Solley, T.N.; Mezzari, M.P.; Yoshida-Court, K.; Petrosino, J.F.; Mikkelson, M.D.; Lin, L.; et al. Microbial Diversity and Composition Is Associated with Patient-Reported Toxicity during Chemoradiation Therapy for Cervical Cancer. Int. J. Radiat. Oncol. Biol. Phys. 2020, 107, 163–171. [Google Scholar] [CrossRef]
  58. Oh, B.; Eade, T.; Lamoury, G.; Carroll, S.; Morgia, M.; Kneebone, A.; Hruby, G.; Stevens, M.; Boyle, F.; Clarke, S.; et al. The Gut Microbiome and Gastrointestinal Toxicities in Pelvic Radiation Therapy: A Clinical Review. Cancers 2021, 13, 2353. [Google Scholar] [CrossRef] [PubMed]
  59. Lynch, S.V.; Pedersen, O. The Human Intestinal Microbiome in Health and Disease. N. Engl. J. Med. 2016, 375, 2369–2379. [Google Scholar] [CrossRef]
  60. Feng, T.; Cao, A.T.; Weaver, C.T.; Elson, C.O.; Cong, Y. Interleukin-12 converts Foxp3+ regulatory T cells to interferon-γ-producing Foxp3+ T cells that inhibit colitis. Gastroenterology 2011, 140, 2031–2043. [Google Scholar] [CrossRef]
  61. Neta, R.; Stiefel, S.M.; Finkelman, F.; Herrmann, S.; Ali, N. IL-12 protects bone marrow from and sensitizes intestinal tract to ionizing radiation. J. Immunol. 1994, 153, 4230–4237. [Google Scholar] [CrossRef] [PubMed]
  62. Bierie, B.; Moses, H.L. Tumour microenvironment: TGFbeta: The molecular Jekyll and Hyde of cancer. Nat. Rev. Cancer 2006, 6, 506–520. [Google Scholar] [CrossRef] [PubMed]
  63. Kirshner, J.; Jobling, M.F.; Pajares, M.J.; Ravani, S.A.; Glick, A.B.; Lavin, M.J.; Koslov, S.; Shiloh, Y.; Barcellos-Hoff, M.H. Inhibition of transforming growth factor-beta1 signaling attenuates ataxia telangiectasia mutated activity in response to genotoxic stress. Cancer Res. 2006, 66, 10861–10869. [Google Scholar] [CrossRef] [PubMed]
  64. Lam, V.; Moulder, J.E.; Salzman, N.H.; Dubinsky, E.A.; Andersen, G.L.; Baker, J.E. Intestinal microbiota as novel biomarkers of prior radiation exposure. Radiat. Res. 2012, 177, 573–583. [Google Scholar] [CrossRef]
  65. Reis Ferreira, M.; Andreyev, H.J.N.; Mohammed, K.; Truelove, L.; Gowan, S.M.; Li, J.; Gulliford, S.L.; Marchesi, J.R.; Dearnaley, D.P. Microbiota- and Radiotherapy-Induced Gastrointestinal Side-Effects (MARS) Study: A Large Pilot Study of the Microbiome in Acute and Late-Radiation Enteropathy. Clin. Cancer Res. 2019, 25, 6487–6500. [Google Scholar] [CrossRef]
  66. Wei, R.L.; Jung, B.C.; Manzano, W.; Sehgal, V.; Klempner, S.J.; Lee, S.P.; Ramsinghani, N.S.; Lall, C. Bone mineral density loss in thoracic and lumbar vertebrae following radiation for abdominal cancers. Radiother. Oncol. 2016, 118, 430–436. [Google Scholar] [CrossRef]
  67. Ikushima, H.; Osaki, K.; Furutani, S.; Yamashita, K.; Kishida, Y.; Kudoh, T.; Nishitani, H. Pelvic bone complications following radiation therapy of gynecologic malignancies: Clinical evaluation of radiation-induced pelvic insufficiency fractures. Gynecol. Oncol. 2006, 103, 1100–1104. [Google Scholar] [CrossRef]
  68. Okonogi, N.; Saitoh, J.; Suzuki, Y.; Noda, S.E.; Ohno, T.; Oike, T.; Ohkubo, Y.; Ando, K.; Sato, H.; Nakano, T. Changes in bone mineral density in uterine cervical cancer patients after radiation therapy. Int. J. Radiat. Oncol. Biol. Phys. 2013, 87, 968–974. [Google Scholar] [CrossRef]
  69. Geinitz, H.; Thamm, R.; Keller, M.; Astner, S.T.; Heinrich, C.; Scholz, C.; Pehl, C.; Kerndl, S.; Prause, N.; Busch, R.; et al. Longitudinal study of intestinal symptoms and fecal continence in patients with conformal radiotherapy for prostate cancer. Int. J. Radiat. Oncol. Biol. Phys. 2011, 79, 1373–1380. [Google Scholar] [CrossRef]
  70. Choo, R.; Lukka, H.; Cheung, P.; Corbett, T.; Briones-Urbina, R.; Vieth, R.; Ehrlich, L.; Kiss, A.; Danjoux, C. Randomized, double-blinded, placebo-controlled, trial of risedronate for the prevention of bone mineral density loss in nonmetastatic prostate cancer patients receiving radiation therapy plus androgen deprivation therapy. Int. J. Radiat. Oncol. Biol. Phys. 2013, 85, 1239–1245. [Google Scholar] [CrossRef]
  71. Bailey, L.; Engström, P.; Nordström, A.; Bergström, S.; Waldenström, A.; Nordström, P. Chlamydia pneumoniae infection results in generalized bone loss in mice. Microbes Infect. 2008, 10, 1175–1181. [Google Scholar] [CrossRef]
  72. Wang, J.; Zheng, H.; Kulkarni, A.; Ou, X.; Hauer-Jensen, M. Regulation of early and delayed radiation responses in rat small intestine by capsaicin-sensitive nerves. Int. J. Radiat. Oncol. Biol. Phys. 2006, 64, 1528–1536. [Google Scholar] [CrossRef]
  73. Langberg, C.W.; Hauer-Jensen, M.; Sung, C.C.; Kane, C.J. Expression of fibrogenic cytokines in rat small intestine after fractionated irradiation. Radiother. Oncol. 1994, 32, 29–36. [Google Scholar] [CrossRef] [PubMed]
  74. Wang, J.; Zheng, H.; Ou, X.; Fink, L.M.; Hauer-Jensen, M. Deficiency of microvascular thrombomodulin and up-regulation of protease-activated receptor-1 in irradiated rat intestine: Possible link between endothelial dysfunction and chronic radiation fibrosis. Am. J. Pathol. 2002, 160, 2063–2072. [Google Scholar] [CrossRef]
  75. Yang, W.; Zhao, Y.; Jiang, X.; Li, P. Sodium butyrate alleviates pre-eclampsia in pregnant rats by improving the gut microbiota and short-chain fatty acid metabolites production. J. Appl. Microbiol. 2022, 132, 1370–1383. [Google Scholar] [CrossRef]
  76. Richter, K.K.; Langberg, C.W.; Sung, C.C.; Hauer-Jensen, M. Association of transforming growth factor beta (TGF-beta) immunoreactivity with specific histopathologic lesions in subacute and chronic experimental radiation enteropathy. Radiother. Oncol. 1996, 39, 243–251. [Google Scholar] [CrossRef]
  77. Richter, K.K.; Langberg, C.W.; Sung, C.C.; Hauer-Jensen, M. Increased transforming growth factor beta (TGF-beta) immunoreactivity is independently associated with chronic injury in both consequential and primary radiation enteropathy. Int. J. Radiat. Oncol. Biol. Phys. 1997, 39, 187–195. [Google Scholar] [CrossRef]
  78. Haydont, V.; Mathé, D.; Bourgier, C.; Abdelali, J.; Aigueperse, J.; Bourhis, J.; Vozenin-Brotons, M.C. Induction of CTGF by TGF-beta1 in normal and radiation enteritis human smooth muscle cells: Smad/Rho balance and therapeutic perspectives. Radiother. Oncol. 2005, 76, 219–225. [Google Scholar] [CrossRef]
  79. Zheng, H.; Wang, J.; Koteliansky, V.E.; Gotwals, P.J.; Hauer-Jensen, M. Recombinant soluble transforming growth factor beta type II receptor ameliorates radiation enteropathy in mice. Gastroenterology 2000, 119, 1286–1296. [Google Scholar] [CrossRef] [PubMed]
  80. Cheung, R.; Tucker, S.L.; Ye, J.S.; Dong, L.; Liu, H.; Huang, E.; Mohan, R.; Kuban, D. Characterization of rectal normal tissue complication probability after high-dose external beam radiotherapy for prostate cancer. Int. J. Radiat. Oncol. Biol. Phys. 2004, 58, 1513–1519. [Google Scholar] [CrossRef]
  81. Soehn, M.; Yan, D.; Liang, J.; Meldolesi, E.; Vargas, C.; Alber, M. Incidence of late rectal bleeding in high-dose conformal radiotherapy of prostate cancer using equivalent uniform dose-based and dose-volume-based normal tissue complication probability models. Int. J. Radiat. Oncol. Biol. Phys. 2007, 67, 1066–1073. [Google Scholar] [CrossRef] [PubMed]
  82. Michaelski, J.M.; Gay, H.; Jackson, A.; Tucker, S.L.; Deasy, J.O. Radiation dose-volume effects in radiation-induced rectal injury. Int. J. Radiat. Oncol. Biol. Phys. 2010, 76, S123–S129. [Google Scholar] [CrossRef]
  83. Clark, P.A.; Sriramaneni, R.N.; Bates, A.M.; Jin, W.J.; Jagodinsky, J.C.; Hernandez, R.; Le, T.; Jeffery, J.J.; Marsh, I.R.; Grudzinski, J.J.; et al. Low-Dose Radiation Potentiates the Propagation of Anti-Tumor Immunity against Melanoma Tumor in the Brain after In Situ Vaccination at a Tumor outside the Brain. Radiat. Res. 2021, 195, 522–540. [Google Scholar] [CrossRef]
  84. Manna, S.; Baindara, P.; Mandal, S.M. Molecular pathogenesis of secondary bacterial infection associated to viral infections including SARS-CoV-2. J. Infect. Public Health 2020, 13, 1397–1404. [Google Scholar] [CrossRef] [PubMed]
  85. Hament, J.M.; Aerts, P.C.; Fleer, A.; van Dijk, H.; Harmsen, T.; Kimpen, J.L.; Wolfs, T.F. Direct binding of respiratory syncytial virus to pneumococci: A phenomenon that enhances both pneumococcal adherence to human epithelial cells and pneumococcal invasiveness in a murine model. Pediatr. Res. 2005, 58, 1198–1203. [Google Scholar] [CrossRef]
  86. McCullers, J.A. Insights into the interaction between influenza virus and pneumococcus. Clin. Microbiol. Rev. 2006, 19, 571–582. [Google Scholar] [CrossRef]
  87. Smith, A.M.; McCullers, J.A. Secondary bacterial infections in influenza virus infection pathogenesis. Curr. Top Microbiol. Immunol. 2014, 385, 327–356. [Google Scholar] [CrossRef] [PubMed]
  88. Khosravi, A.; Mazmanian, S.K. Disruption of the gut microbiome as a risk factor for microbial infections. Curr. Opin. Microbiol. 2013, 16, 221–227. [Google Scholar] [CrossRef]
  89. Santibañez, A.; Paine, D.; Parra, M.; Muñoz, C.; Valdes, N.; Zapata, C.; Vargas, R.; Gonzalez, A.; Tello, M. Oral Administration of Lactococcus lactis Producing Interferon Type II.; Enhances the Immune Response Against Bacterial Pathogens in Rainbow Trout. Front. Immunol. 2021, 12, 696803. [Google Scholar] [CrossRef]
  90. Wells, J.M.; Mercenier, A. Mucosal delivery of therapeutic and prophylactic molecules using lactic acid bacteria. Nat. Rev. Microbiol. 2008, 6, 349–362. [Google Scholar] [CrossRef]
  91. Nayebi, A.; Navashenaq, J.G.; Soleimani, D.; Nachvak, S.M. Probiotic supplementation: A prospective approach in the treatment of COVID-19. Nutr. Health 2022, 28, 163–175. [Google Scholar] [CrossRef]
  92. Baindara, P.; Chakraborty, R.; Holliday, Z.M.; Mandal, S.M.; Schrum, A.G. Oral probiotics in coronavirus disease 2019: Connecting the gut-lung axis to viral pathogenesis.; inflammation.; secondary infection and clinical trials. New Microbes New Infect. 2021, 40, 100837. [Google Scholar] [CrossRef]
  93. Shibata, T.; Kanayama, M.; Haida, M.; Fujimoto, S.; Oroguchi, T.; Sata, K.; Mita, N.; Kutsuzawa, T.; Ikeuchi, M.; Kondo, M.; et al. Lactococcus lactis JCM5805 activates anti-viral immunity and reduces symptoms of common cold and influenza in healthy adults in a randomized controlled trial. J. Funct. Foods 2016, 24, 492–500. [Google Scholar] [CrossRef]
  94. Starosila, D.; Rybalko, S.; Varbanetz, L.; Ivanskaya, N.; Sorokulova, I. Anti-influenza Activity of a Bacillus subtilis Probiotic Strain. Antimicrob. Agents Chemother. 2017, 61, e00539-17. [Google Scholar] [CrossRef]
  95. Turner, R.B.; Woodfolk, J.A.; Borish, L.; Steinke, J.W.; Patrie, J.T.; Muehling, L.M.; Lahtinen, S.; Lehtinen, M.J. Effect of probiotic on innate inflammatory response and viral shedding in experimental rhinovirus infection—A randomised controlled trial. Benef. Microbe 2017, 8, 207–215. [Google Scholar] [CrossRef] [PubMed]
  96. Gueulette, J.; Bohm, L.; Slabbert, J.P.; De Coster, B.M.; Rutherfoord, G.S.; Ruifrok, A.; Octave-Prignot, M.; Binns, P.J.; Schreuder, A.N.; Symons, J.E.; et al. Proton relative biological effectiveness (RBE) for survival in mice after thoracic irradiation with fractionated doses. Int. J. Radiat. Oncol. Biol. Phys. 2000, 47, 1051–1058. [Google Scholar] [CrossRef] [PubMed]
  97. Rodríguez-Tomàs, E.; Acosta, J.C.; Torres-Royo, L.; De Febrer, G.; Baiges-Gaya, G.; Castañé, H.; Jiménez, A.; Vasco, C.; Araguas, P.; Gómez, J.; et al. Effect of Low-Dose Radiotherapy on the Circulating Levels of Paraoxonase-1-Related Variables and Markers of Inflammation in Patients with COVID-19 Pneumonia. Antioxidants 2022, 11, 1184. [Google Scholar] [CrossRef]
  98. Algara, M.; Arenas, M.; Marin, J.; Vallverdu, I.; Fernandez-Letón, P.; Villar, J.; Fabrer, G.; Rubio, C.; Montero, A. Low dose anti-inflammatory radiotherapy for the treatment of pneumonia by covid-19: A proposal for a multi-centric prospective trial. Clin. Transl. Radiat. Oncol. 2020, 24, 29–33. [Google Scholar] [CrossRef]
  99. Montero, M.; Arenas, M.; Algara, M. Low-dose radiation therapy: Could it be a game-changer for COVID-19? Clin. Transl. Oncol. 2021, 23, 1–4. [Google Scholar] [CrossRef] [PubMed]
  100. Yazaki, S.; Yoshida, T.; Kojima, Y.; Yagishita, S.; Nakahama, H.; Okinaka, K.; Matsushita, H.; Shiotsuka, M.; Kobayashi, O.; Iwata, S.; et al. Difference in SARS-CoV-2 Antibody Status Between Patients With Cancer and Health Care Workers During the COVID-19 Pandemic in Japan. JAMA Oncol. 2021, 7, 1141–1148. [Google Scholar] [CrossRef]
  101. Bao, R.; Hernandez, K.; Huang, L.; Luke, J.J. ACE2 and TMPRSS2 expression by clinical.; HLA.; immune.; and microbial correlates across 34 human cancers and matched normal tissues: Implications for SARS-CoV-2 COVID-19. J. Immunother. Cancer 2020, 8, e001020. [Google Scholar] [CrossRef]
  102. Xu, J.; Chu, M.; Zhong, F.; Tan, X.; Tang, G.; Mai, J.; Lai, N.; Guan, C.; Liang, Y.; Liao, G. Digestive symptoms of COVID-19 and expression of ACE2 in digestive tract organs. Cell Death Discov. 2020, 6, 76. [Google Scholar] [CrossRef]
  103. Subbarayan, K.; Ulagappan, K.; Wickenhauser, C.; Seliger, B. Expression and Clinical Significance of SARS-CoV-2 Human Targets in Neoplastic and Non-Neoplastic Lung Tissues. Curr. Cancer Drug Targets 2021, 21, 428–442. [Google Scholar] [CrossRef]
  104. Dai, Y.J.; Hu, F.; Li, H.; Huang, H.Y.; Wang, D.W.; Liang, Y. A profiling analysis on the receptor ACE2 expression reveals the potential risk of different type of cancers vulnerable to SARS-CoV-2 infection. Ann. Transl. Med. 2020, 8, 481. [Google Scholar] [CrossRef] [PubMed]
  105. Lamers, M.M.; Beumer, J.; van der Vaart, J.; Knoops, K.; Puschhof, J.; Breugem, T.I.; Ravelli, R.B.G.; Paul van Schayck, J.; Mykytyn, A.Z.; Duimel, H.Q.; et al. SARS-CoV-2 productively infects human gut enterocytes. Science 2020, 369, 50–54. [Google Scholar] [CrossRef]
  106. Gu, S.; Chen, Y.; Wu, Z.; Chen, Y.; Gao, H.; Lv, L.; Guo, F.; Zhang, X.; Luo, R.; Huang, C.; et al. Alterations of the Gut Microbiota in Patients With Coronavirus Disease 2019 or H1N1 Influenza. Clin. Infect. Dis. 2020, 71, 2669–2678. [Google Scholar] [CrossRef] [PubMed]
  107. Yu, Y.; Wang, M.; Zhang, X.; Li, S.; Lu, Q.; Zeng, H.; Hou, H.; Li, H.; Zhang, M.; Jiang, F.; et al. Antibody-dependent cellular cytotoxicity response to SARS-CoV-2 in COVID-19 patients. Signal Transduct. Target Ther. 2021, 6, 346. [Google Scholar] [CrossRef]
  108. Pinto, D.; Park, Y.J.; Beltramello, M.; Walls, A.C.; Tortorici, M.A.; Bianchi, S.; Jaconi, S.; Culap, K.; Zatta, F.; De Marco, A.; et al. Cross-neutralization of SARS-CoV-2 by a human monoclonal SARS-CoV antibody. Nature 2020, 583, 290–295. [Google Scholar] [CrossRef]
  109. Hagemann, K.; Riecken, K.; Jung, J.M.; Hildebrandt, H.; Menzel, S.; Bunders, M.J.; Fehse, B.; Koch-Nolte, F.; Heinrich, F.; Peine, S.; et al. Natural killer cell-mediated ADCC in SARS-CoV-2-infected individuals and vaccine recipients. Eur. J. Immunol. 2022, 52, 1297–1307. [Google Scholar] [CrossRef]
  110. Di Vito, C.; Calcaterra, F.; Coianiz, N.; Terzoli, S.; Voza, A.; Mikulak, J.; Della Bella, S.; Mavilio, D. Natural Killer Cells in SARS-CoV-2 Infection: Pathophysiology and Therapeutic Implications. Front. Immunol. 2022, 13, 888248. [Google Scholar] [CrossRef]
  111. Flexman, J.P.; Shellam, G.R.; Mayrhofer, G. Natural cytotoxicity, responsiveness to interferon and morphology of intra-epithelial lymphocytes from the small intestine of the rat. Immunology 1983, 48, 733–741. [Google Scholar]
  112. Zuo, T.; Zhang, F.; Lui, G.C.Y.; Yeoh, Y.K.; Li, A.Y.L.; Zhan, H.; Wan, Y.; Chung, A.C.K.; Cheung, C.P.; Chen, N.; et al. Alterations in Gut Microbiota of Patients With COVID-19 During Time of Hospitalization. Gastroenterology 2020, 159, 944–955.e8. [Google Scholar] [CrossRef] [PubMed]
  113. Li, K.; Methé, B.A.; Fitch, A.; Gentry, H.; Kessinger, C.; Patel, A.; Petraglia, V.; Swamy, P.; Morris, A. Gut and oral microbiota associations with viral mitigation behaviors during the COVID-19 pandemic. Front. Cell Infect. Microbiol. 2022, 12, 966361. [Google Scholar] [CrossRef]
  114. De Maio, F.; Ianiro, G.; Coppola, G.; Santopaolo, F.; Abbate, V.; Bianco, D.M.; Del Zompo, F.; De Matteis, G.; Leo, M.; Nesci, A.; et al. Improved gut microbiota features after the resolution of SARS-CoV-2 infection. Gut Pathog. 2021, 13, 62. [Google Scholar] [CrossRef]
  115. Meyer, J.E.; Finnberg, N.K.; Chen, L.; Cvetkovic, D.; Wang, B.; Zhou, L.; Dong, Y.; Hallman, M.A.; Ma, C.C.; El-Deiry, W.S. Tissue TGF-β expression following conventional radiotherapy and pulsed low-dose-rate radiation. Cell Cycle 2017, 16, 1171–1174. [Google Scholar] [CrossRef]
  116. Harper, A.; Vijayakumar, V.; Ouwehand, A.C.; Ter Haar, J.; Obis, D.; Espadaler, J.; Binda, S.; Desiraju, S.; Day, R. Viral Infections, the Microbiome, and Probiotics. Front. Cell Infect. Microbiol. 2021, 10, 596166. [Google Scholar] [CrossRef]
  117. Ailioaie, L.M.; Litscher, G. Probiotics, Photobiomodulation, and Disease Management: Controversies and Challenges. Int. J. Mol. Sci. 2021, 22, 4942. [Google Scholar] [CrossRef]
  118. Gutiérrez-Castrellón, P.; Gandara-Martí, T.; Abreu Y Abreu, A.T.; Nieto-Rufino, C.D.; López-Orduña, E.; Jiménez-Escobar, I.; Jiménez-Gutiérrez, C.; López-Velazquez, G.; Espadaler-Mazo, J. Probiotic improves symptomatic and viral clearance in Covid19 outpatients: A randomized.; quadruple-blinded.; placebo-controlled trial. Gut Microbes 2022, 14, 2018899. [Google Scholar] [CrossRef] [PubMed]
  119. Sokol, H.; Contreras, V.; Maisonnasse, P.; Desmons, A.; Delache, B.; Sencio, V.; Machelart, A.; Brisebarre, A.; Humbert, L.; Deryuter, L.; et al. SARS-CoV-2 infection in nonhuman primates alters the composition and functional activity of the gut microbiota. Gut Microbes 2021, 13, 1–19. [Google Scholar] [CrossRef] [PubMed]
  120. Scarpellini, E.; Fagoonee, S.; Rinninella, E.; Rasetti, C.; Aquila, I.; Larussa, T.; Ricci, P.; Luzza, F.; Abenavoli, L. Gut Microbiota and Liver Interaction through Immune System Cross-Talk: A Comprehensive Review at the Time of the SARS-CoV-2 Pandemic. J. Clin. Med. 2020, 9, 2488. [Google Scholar] [CrossRef] [PubMed]
  121. Sencio, V.; Machelart, A.; Robil, C.; Benech, N.; Hoffmann, E.; Galbert, C.; Deryuter, L.; Heumel, S.; Hantute-Ghesquier, A.; Flourens, A.; et al. Alteration of the gut microbiota following SARS-CoV-2 infection correlates with disease severity in hamsters. Gut Microbes 2022, 14, 2018900. [Google Scholar] [CrossRef] [PubMed]
  122. Kumar, M.; Kissoon-Singh, V.; Coria, A.L.; Moreau, F.; Chadee, K. Probiotic mixture VSL#3 reduces colonic inflammation and improves intestinal barrier function in Muc2 mucin-deficient mice. Am. J. Physiol. Gastrointest. Liver Physiol. 2017, 312, G34–G45. [Google Scholar] [CrossRef]
  123. Zhang, F.; Wan, Y.; Zuo, T.; Yeoh, Y.K.; Liu, Q.; Zhang, L.; Zhan, H.; Lu, W.; Xu, W.; Lui, G.C.Y.; et al. Prolonged Impairment of Short-Chain Fatty Acid and L-Isoleucine Biosynthesis in Gut Microbiome in Patients With COVID-19. Gastroenterology 2022, 162, 548–561.e4. [Google Scholar] [CrossRef] [PubMed]
  124. Howell, M.C.; Green, R.; McGill, A.R.; Dutta, R.; Mohapatra, S.; Mohapatra, S.S. SARS-CoV-2-Induced Gut Microbiome Dysbiosis: Implications for Colorectal Cancer. Cancers 2021, 13, 2676. [Google Scholar] [CrossRef]
  125. Mozaffari, S.A.; Salehi, A.; Mousavi, E.; Zaman, B.A.; Nassaj, A.E.; Ebrahimzadeh, F.; Nasiri, H.; Valedkarimi, Z.; Adili, A.; Asemani, G.; et al. SARS-CoV-2-associated gut microbiome alteration; A new contributor to colorectal cancer pathogenesis. Pathol. Res. Pract. 2022, 239, 154131. [Google Scholar] [CrossRef] [PubMed]
  126. Dobranowski, P.A.; Tang, C.; Sauvé, J.P.; Menzies, S.C.; Sly, L.M. Compositional changes to the ileal microbiome precede the onset of spontaneous ileitis in SHIP deficient mice. Gut Microbes 2019, 10, 578–598. [Google Scholar] [CrossRef]
  127. Yi, W.; Clark, P.M.; Mason, D.E.; Keenan, M.C.; Hill, C.; Goddard, W.A., 3rd; Peters, E.C.; Driggers, E.M.; Hsieh-Wilson, L.C. Phosphofructokinase 1 glycosylation regulates cell growth and metabolism. Science 2012, 337, 975–980. [Google Scholar] [CrossRef]
  128. Ehrhardt, R.O.; Strober, W.; Harriman, G.R. Effect of transforming growth factor (TGF)-beta 1 on IgA isotype expression. TGF-beta 1 induces a small increase in sIgA+ B cells regardless of the method of B cell activation. J. Immunol. 1992, 148, 3830–3836. [Google Scholar] [CrossRef]
  129. Wu, M.; Xiao, H.; Liu, G.; Chen, S.; Tan, B.; Ren, W.; Bazer, F.W.; Wu, G.; Yin, Y. Glutamine promotes intestinal SIgA secretion through intestinal microbiota and IL-13. Mol. Nutr. Food Res. 2016, 60, 1637–1648. [Google Scholar] [CrossRef]
  130. Tamura, K.; Foley, M.H.; Gardill, B.R.; Dejean, G.; Schnizlein, M.; Bahr, C.M.E.; Louise Creagh, A.; van Petegem, F.; Koropatkin, N.M.; Brumer, H. Surface glycan-binding proteins are essential for cereal beta-glucan utilization by the human gut symbiont Bacteroides ovatus. Cell Mol. Life Sci. 2019, 76, 4319–4340. [Google Scholar] [CrossRef]
  131. Roelofs, K.G.; Coyne, M.J.; Gentyala, R.R.; Chatzidaki-Livanis, M.; Comstock, L.E. Bacteroidales Secreted Antimicrobial Proteins Target Surface Molecules Necessary for Gut Colonization and Mediate Competition In Vivo. mBio 2016, 7, e01055-16. [Google Scholar] [CrossRef]
  132. Touchefeu, Y.; Montassier, E.; Nieman, K.; Gastinne, T.; Potel, G.; Bruley des Varannes, S.; Le Vacon, F.; de La Cochetière, M.F. Systematic review: The role of the gut microbiota in chemotherapy- or radiation-induced gastrointestinal mucositis—Current evidence and potential clinical applications. Aliment. Pharmacol. Ther. 2014, 40, 409–421. [Google Scholar] [CrossRef] [PubMed]
  133. Manichanh, C.; Varela, E.; Martinez, C.; Antolin, M.; Llopis, M.; Doré, J.; Giralt, J.; Guarner, F.; Malagelada, J.R. The gut microbiota predispose to the pathophysiology of acute postradiotherapy diarrhea. Gastroenterology 2008, 103, 1754–1761. [Google Scholar] [CrossRef]
  134. Wang, A.; Ling, Z.; Yang, Z.; Kiela, P.R.; Wang, T.; Wang, C.; Cao, L.; Geng, F.; Shen, M.; Ran, X.; et al. Gut microbial dysbiosis may predict diarrhea and fatigue in patients undergoing pelvic cancer radiotherapy: A pilot study. PLoS ONE 2015, 10, e0126312. [Google Scholar] [CrossRef]
  135. Sha, S.; Ni, L.; Stefil, M.; Dixon, M.; Mouraviev, V. The human gastrointestinal microbiota and prostate cancer development and treatment. Investig. Clin. Urol. 2020, 61, S43–S50. [Google Scholar] [CrossRef]
  136. Clendinen, C.S.; Gaul, D.A.; Monge, M.E.; Arnold, R.S.; Edison, A.S.; Petros, J.A.; Fernández, F.M. Preoperative Metabolic Signatures of Prostate Cancer Recurrence Following Radical Prostatectomy. J. Proteome Res. 2019, 18, 1316–1327. [Google Scholar] [CrossRef]
  137. Nalbantoglu, S.; Abu-Asab, M.; Suy, S.; Collins, S.; Amri, H. Metabolomics-Based Biosignatures of Prostate Cancer in Patients Following Radiotherapy. Omics 2019, 23, 214–223. [Google Scholar] [CrossRef] [PubMed]
  138. Pilskog, S.; Abal, B.; Øvrelid, K.S.; Engeseth, G.M.; Ytre-Hauge, K.S.; Hysing, L.B. Plan Selection in Proton Therapy of Locally Advanced Prostate Cancer with Simultaneous Treatment of Multiple Targets. Int. J. Radiat. Oncol. Biol. Phys. 2020, 106, 630–638. [Google Scholar] [CrossRef]
  139. Frey, B.; Rubner, Y.; Wunderlich, R.; Weiss, E.M.; Pockley, A.G.; Fietkau, R.; Gaipl, U.S. Induction of abscopal anti-tumor immunity and immunogenic tumor cell death by ionizing irradiation—Implications for cancer therapies. Curr. Med. Chem. 2012, 19, 1751–1764. [Google Scholar] [CrossRef] [PubMed]
Scheme 1. Microbiota Restriction Improved Bone Micro-architecture.
Scheme 1. Microbiota Restriction Improved Bone Micro-architecture.
Microbiolres 14 00048 sch001
Scheme 2. Radio-immunogenic Control of Secondary Bacterial Infections.
Scheme 2. Radio-immunogenic Control of Secondary Bacterial Infections.
Microbiolres 14 00048 sch002
Table 1. Overview of Radiation-injury and Microbiota-associated TGF-β Expression.
Table 1. Overview of Radiation-injury and Microbiota-associated TGF-β Expression.
TGF-β
Expression
DetectionCorrelationsImpactsMicrobiotaRef.
Bone marrowGene expressionReduced by IR (single fraction of 1.5 Gy heavy ions)Improved bone volume, trabecular number in tibiae reduced by IRRestricted anti-inflammatory microbiota[2]
BloodProteinAssociated with
IL-17
Improved bone volumeConventional microbiota[2,3]
ColonMouse model TGF-β-defective in gene expressionProtein interactionsColorectal adenocarcinomasIncreased Clostridium septicum;
Decreased B. vulgatus and Parabacteroides distasonis
[29]
Small intestineGene expressionLow genotoxicityHigh IFN-γ
IL-17 reduced by IR
Mucispirillum, Clostridium sp.[2]
Small intestineRespective mouse model for defined TGF-β expressionIFN-γ and IL-17Differentiation of Th17 cellsCytophaga-flavobacter-bacteroidetes (CFB) bacteria[40]
Marker in mammalian ileal mucosa samplesProteomics analysisUndifferentiated cells, unique enterocyte differentiation, and time dependent reduction in secretory cellsNeonatal developmentNot defined.[45]
Intestine (rat)Mast cell deficient rats Collagen I accumulation and TGF-β immunoreactivity Less chronic intestinal radiation fibrosis upon ablation of sensory neurons in the gut Not defined.[72]
Intestine (rat)Immunohistochemistry
after fractionated IR
(9 daily fractions of 5.2 Gy [73,76]; 18 daily fractions of 2.8 Gy, or 9 fractions of 5.6 Gy [77]).
Increased expression of IL-1α, PDGF-AA [73], TGF-β [73,74], TM, PAR-1, neutrophils, collagen I and III measurements [74];
Vascular sclerosis [76]
Fibrosis and inflammatory cell infiltrates in irradiated intestine [74]; dose-dependent radiation injury;
chronic intestinal wall fibrosis [77]
n.a.[73,74,76,77]
Human smooth muscle cellsTGF-β is applied to muscle cells from normal or radiation enteritis biopsiesRadiation-induced fibrogenic differentiation Nuclear accumulation of Smad as well as their DNA-binding activity were higher in N-SMC n.a.[78]
Mice TGF-beta1 messenger RNA TGFbetaR-II:Fc fusion protein treatment Less radiation enteropathyn.a.[79]
IR = Irradiation; PDGF-AA = Platelet derived growth factor-AA; TM = Thrombomodulin; PAR-1 = Protease-activated receptor-1.
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Maier, I. Radiation Impacts Microbiota Compositions That Activate Transforming Growth Factor-Beta Expression in the Small Intestine. Microbiol. Res. 2023, 14, 673-688. https://doi.org/10.3390/microbiolres14020048

AMA Style

Maier I. Radiation Impacts Microbiota Compositions That Activate Transforming Growth Factor-Beta Expression in the Small Intestine. Microbiology Research. 2023; 14(2):673-688. https://doi.org/10.3390/microbiolres14020048

Chicago/Turabian Style

Maier, Irene. 2023. "Radiation Impacts Microbiota Compositions That Activate Transforming Growth Factor-Beta Expression in the Small Intestine" Microbiology Research 14, no. 2: 673-688. https://doi.org/10.3390/microbiolres14020048

APA Style

Maier, I. (2023). Radiation Impacts Microbiota Compositions That Activate Transforming Growth Factor-Beta Expression in the Small Intestine. Microbiology Research, 14(2), 673-688. https://doi.org/10.3390/microbiolres14020048

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