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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2025.1537576</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The gut microbiota-inflammation-HFpEF axis: deciphering the role of gut microbiota dysregulation in the pathogenesis and management of HFpEF</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Shenghua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Xuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Panpan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1669577"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2757354"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Jinli</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Xuzhao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>He</surname>
<given-names>Xiaole</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/525774"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Su</surname>
<given-names>Hui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Geriatrics, Xijing Hospital, the Fourth Military Medical University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pediatrics, Xijing Hospital, the Fourth Military Medical University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of General Practice, Xijing Hospital, the Fourth Military Medical University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Xiao Cui, Zhejiang University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ashraf Yusuf Rangrez, University of Kiel, Germany</p>
<p>Illya Tietzel, Southern University at New Orleans, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Xin Sun, <email xlink:href="mailto:sunxin6@fmmu.edu.cn">sunxin6@fmmu.edu.cn</email>; Hui Su, <email xlink:href="mailto:huisu2014@163.com">huisu2014@163.com</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;These authors share first authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1537576</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>12</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>02</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Zhou, Zhou, Zhang, Zhang, Huang, Jia, He, Sun and Su</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Zhou, Zhou, Zhang, Zhang, Huang, Jia, He, Sun and Su</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Heart failure with preserved left ventricular ejection fraction (HFpEF) is a disease that affects multiple organs throughout the body, accounting for over 50% of heart failure cases. HFpEF has a significant impact on individuals&#x2019; life expectancy and quality of life, but the exact pathogenesis remains unclear. Emerging evidence implicates low-grade systemic inflammation as a crucial role in the onset and progression of HFpEF. Gut microbiota dysregulation and associated metabolites alteration, including short-chain fatty acids, trimethylamine N-oxides, amino acids, and bile acids can exacerbate chronic systemic inflammatory responses and potentially contribute to HFpEF. In light of these findings, we propose the hypothesis of a &#x201c;gut microbiota-inflammation-HFpEF axis&#x201d;, positing that the interplay within this axis could be a crucial factor in the development and progression of HFpEF. This review focuses on the role of gut microbiota dysregulation-induced inflammation in HFpEF&#x2019;s etiology. It explores the potential mechanisms linking dysregulation of the gut microbiota to cardiac dysfunction and evaluates the therapeutic potential of restoring gut microbiota balance in mitigating HFpEF severity. The objective is to offer novel insights and strategies for the management of HFpEF.</p>
</abstract>
<kwd-group>
<kwd>HFpEF</kwd>
<kwd>inflammation</kwd>
<kwd>gut microbiota</kwd>
<kwd>metabolites</kwd>
<kwd>probiotics</kwd>
<kwd>fecal microbial transplantation</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="206"/>
<page-count count="18"/>
<word-count count="7676"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Intestinal Microbiome</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Heart failure with preserved left ventricular ejection fraction (HFpEF) is a systemic multi-organ disease that often coexists with chronic metabolic conditions such as obesity, diabetes, and hyperlipidemia (<xref ref-type="bibr" rid="B64">Joseph et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B50">Hamo et&#xa0;al., 2024</xref>). HFpEF represents the most common form of heart failure (HF), comprising over 50% of HF cases (<xref ref-type="bibr" rid="B116">Nair, 2020</xref>). It is particularly prevalent among women aged 65 and older who frequently present with HF symptoms despite having a left ventricular ejection fraction exceeding 50% (<xref ref-type="bibr" rid="B2">Anselmi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B115">Museedi et&#xa0;al., 2024</xref>). An Irish prospective study revealed that hospital admissions for non-cardiovascular emergencies or annual readmission was significantly higher for individuals with HFpEF compared to those with heart failure with reduced left ventricular ejection fraction (HFrEF) (<xref ref-type="bibr" rid="B114">Murphy et&#xa0;al., 2017</xref>). As the population ages, the prevalence, mortality, and economic burden of HFpEF are escalating, making it the most significant unmet medical need in cardiovascular diseases (<xref ref-type="bibr" rid="B142">Savarese et&#xa0;al., 2022</xref>), which cause a serious burden on society.</p>
<p>Studies have indicated that inflammation is a fundamental driver in the progression of HFpEF (<xref ref-type="bibr" rid="B140">Sanders-van-Wijk et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Liu et&#xa0;al., 2024</xref>), promotes myocardial remodeling and dysfunction (<xref ref-type="bibr" rid="B121">Omote et&#xa0;al., 2022</xref>). It has been pointed out that during the development of HFpEF, the inflammatory pathway is distinguished from neurohumoral and metabolic pathways (<xref ref-type="bibr" rid="B125">Park et&#xa0;al., 2022</xref>) and may play a more significant role in HFpEF compared with HFrEF (<xref ref-type="bibr" rid="B113">Mongirdien&#x117; and Liobikas, 2022</xref>). Inflammatory states can activate coronary microvascular endothelial cells, inducing a reduction in nitric oxide (NO) bioavailability and impairment of the NO-cyclic guanosine monophosphate (cGMP)-protein kinase G (PKG) pathway in neighboring cardiomyocytes (<xref ref-type="bibr" rid="B126">Paulus and Tsch&#xf6;pe, 2013</xref>; <xref ref-type="bibr" rid="B24">Chirinos et&#xa0;al., 2016</xref>). Additionally, coronary inflammation stimulates the local release of transforming growth factor-beta (TGF-&#x3b2;), inducing fibroblast-to-myofibroblast differentiation and subsequent collagen secretion (<xref ref-type="bibr" rid="B70">Kapur, 2011</xref>; <xref ref-type="bibr" rid="B3">Antar et&#xa0;al., 2023</xref>), ultimately leading to myocardial diastolic dysfunction (<xref ref-type="bibr" rid="B181">Westermann et&#xa0;al., 2011</xref>).</p>
<p>Inflammation is closely associated with gut microbiota dysregulation. The gut microbiota, considered an &#x201c;invisible organ&#x201d; within the human body, participates in various physiological and metabolic processes, playing a crucial role in human health (<xref ref-type="bibr" rid="B57">Hou et&#xa0;al., 2022</xref>). In this condition, the gut microbiota significantly influences the inflammatory process through its metabolic activities and interactions with the immune system (<xref ref-type="bibr" rid="B131">Randeni et&#xa0;al., 2024</xref>). Dysregulation of the gut microbiota is common in individuals with HFpEF, manifesting as a decrease in beneficial microbes and an increase in potentially harmful bacteria (<xref ref-type="bibr" rid="B176">Wang et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B13">Caldarelli et&#xa0;al., 2024</xref>). The latest study found correlations between prealbumin, left ventricular ejection fraction, and NT-proBNP and multiple gut microbes in patients with HFpEF (<xref ref-type="bibr" rid="B192">Yang et&#xa0;al., 2024</xref>). This can be attributed to the disturbance of gut microbiota that compromises intestinal barrier function, allowing lipopolysaccharide (LPS), trimethylamine N-oxide (TMAO), and other harmful metabolites to enter the bloodstream and trigger systemic chronic inflammation, potentially leading to HFpEF (<xref ref-type="bibr" rid="B118">O&#x2019;Donovan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B105">Masenga et&#xa0;al., 2023</xref>). Conversely, HFpEF can reduce gut blood supply and induce changes in intestinal cell tight junctions, leading to intestinal wall edema and barrier dysfunction (<xref ref-type="bibr" rid="B76">Koufou et&#xa0;al., 2024</xref>), worsening gut microbiota dysregulation and creating a vicious cycle (<xref ref-type="bibr" rid="B150">Stolfi et&#xa0;al., 2022</xref>). This suggests a bidirectional communication axis between gut microbiota and HFpEF (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Gut microbiota-inflammation-HFpEF axis. HFpEF, Heart failure with preserved left ventricular ejection fraction.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1537576-g001.tif"/>
</fig>
<p>Inflammatory and gut microbiota have profound impacts on cardiovascular disease (<xref ref-type="bibr" rid="B104">Martins et&#xa0;al., 2024</xref>), and a robust association between gut microbiota and HFpEF has been established recently (<xref ref-type="bibr" rid="B118">O&#x2019;Donovan et&#xa0;al., 2020</xref>), with HFpEF development likely linked to gut microbiota dysregulation-mediated immune inflammation (<xref ref-type="bibr" rid="B127">Perticone et&#xa0;al., 2024</xref>). Dapagliflozin&#x2019;s positive effects on HFpEF may also be attributed to gut microbiota (<xref ref-type="bibr" rid="B47">Guan et&#xa0;al., 2023</xref>). However, the role of gut microbiota-induced inflammation in HFpEF remains unclear. Further in-depth investigation of the gut microbiota of HFpEF patients holds promise for effective prevention and treatment strategies (<xref ref-type="bibr" rid="B102">Mamic et&#xa0;al., 2023</xref>). In this review, we conducted a comprehensive search of the most relevant studies from PubMed, primarily focusing on English-language literature from all years. Some review articles and their reference lists were also searched to identify related articles. Search terms related to &#x201c;heart failure with preserved ejection fraction&#x201d;, &#x201c;diastolic dysfunction&#x201d;, &#x201c;heart failure, diastolic&#x201d;, &#x201c;myocardial fibrosis&#x201d;, &#x201c;inflammation&#x201d;, and the names of each specific metabolite produced by the gut microbiota were used to identify eligible studies. These studies analyzed the impact of inflammation triggered by gut microbiota imbalance on the HFpEF development or investigated the potential benefits of interventions aimed at correcting gut microbiota imbalances to alleviate HFpEF symptoms. By examining the complex interplay among gut microbiota dysregulation, inflammation and heart function, the goal is to uncover novel treatment strategies for managing HFpEF.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>The unique pathophysiological mechanisms of HFpEF</title>
<p>Patients with HFpEF frequently suffer from multiple metabolic disorders, including obesity, hypertension, and diabetes (<xref ref-type="bibr" rid="B108">Mishra and Kass, 2021</xref>). Specifically, 84% of HFpEF patients are obese, over 60% have hypertension, and more than 20% have type 2 diabetes (<xref ref-type="bibr" rid="B144">Shah et&#xa0;al., 2016</xref>). Studies have demonstrated that obesity is a key factor contributing to impaired cardiac energy metabolism in HFpEF, and weight reduction has been shown to enhance myocardial glucose oxidation and improve cardiac function (<xref ref-type="bibr" rid="B49">G&#xfc;ven et&#xa0;al., 2024</xref>). Angiotensin II and aldosterone promote myocardial hypertrophy and fibrosis. While activation of the renin-angiotensin-aldosterone system (RAAS) is common in HFpEF patients, it is not a central pathophysiological mechanism (<xref ref-type="bibr" rid="B91">Liu et&#xa0;al., 2024</xref>). RAAS inhibitors can reduce cardiac hypertrophy, but do not significantly improve diastolic function, fibrosis, myocardial inflammation, endothelial activation, or oxidative stress (<xref ref-type="bibr" rid="B159">Telesca et&#xa0;al., 2024</xref>).</p>
<p>Concentric left ventricular hypertrophy is the most common structural myocardial abnormality in HFpEF, typically resulting from cardiomyocyte hypertrophy and myocardial interstitial fiber deposition. Unlike HFrEF characterized by centrifugal hypertrophy due to cardiomyocyte injury and activation of the neurohumoral system, systemic low-grade inflammatory response and oxidative stress play a more prominent role in left ventricular hypertrophy in HFpEF (<xref ref-type="bibr" rid="B55">Heinzel et&#xa0;al., 2015</xref>). Left ventricular diastolic dysfunction, marked by impaired relaxation, increased ventricular stiffness, and reduced elastic resilience, forms the pathophysiological basis of HFpEF (<xref ref-type="bibr" rid="B119">Obokata et&#xa0;al., 2020</xref>). Furthermore, systemic inflammation, elevated left ventricular filling pressure, abnormal left atrial structure and function, pulmonary hypertension, and right ventricular dysfunction collectively contribute to the unique pathophysiology of HFpEF.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>The important role of inflammation in HFpEF</title>
<p>Numerous studies have reported that inflammatory markers, including tumor necrosis factor-alpha (TNF-&#x3b1;), C-reactive protein (CRP), interleukin-1 (IL-1), IL-6, and soluble suppression of tumorigenicity 2 protein (sST2) are significantly higher in individuals with HFpEF compared to those with HFrEF (<xref ref-type="bibr" rid="B141">Sanders-van-Wijk et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B143">Schiattarella et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Dawuti et&#xa0;al., 2023</xref>). Additionally, inflammatory cells are markedly increased in myocardial biopsy samples from individuals with HFpEF (<xref ref-type="bibr" rid="B181">Westermann et&#xa0;al., 2011</xref>). Elevated levels of inflammatory factors may stimulate an inflammatory response in cardiac cells, leading to cardiomyocyte pathological hypertrophy, dysfunction, myofibroblast growth, extracellular matrix remodeling and sclerosis, and microvascular disease, which may promote abnormal myocardial remodeling, and ultimately cause HFpEF (<xref ref-type="bibr" rid="B180">Wenzl et&#xa0;al., 2021</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Mechanisms associated with inflammation in HFpEF. <bold>(a)</bold> Genes associated with cardiomyocyte hypertrophy induced by inflammatory cytokine activation; <bold>(b)</bold> Inflammatory factors activate fibroblasts and promote their proliferation and differentiation; <bold>(c)</bold> Cardiomyocyte hypertrophy and myocardial interstitial fibrosis; <bold>(d)</bold> Main pathophysiology of HFpEF. TNF-&#x3b1;, tumor necrosis factor-alpha; IL-1&#x3b2;, interleukin-1 beta; IL-6, interleukin-6; TNFR-2, tumor necrosis factor receptor-2; RIP, receptor-interacting protein; TRAF2, tumor necrosis factor receptor associated factor 2; MyD88, myeloid differentiation primary response 88; JNK, c-Jun N-terminal kinase; NF-&#x3ba;B, nuclear factor-kappa B; p38-MAPK, p38 mitogen-activated protein kinase; ATF-2, Activating Transcription Factor 2; c-Fos, cellular Fos; ERK, extracellular signal-regulated kinase; IL-1RI, type I interleukin-1 receptor; TRAF6, tumor necrosis factor receptor associated factor 6; IRAK, interleukin-1 receptors associated kinase; TRIF, toll/interleukin-1 receptor domain-containing adapter inducing interferon-beta; PKC, protein kinase C; ANF, atrial natriuretic factor; ST2L, transmembrane binding receptor suppression of tumorigenicity 2; sST2, soluble suppression of tumorigenicity 2; IL-6R, interleukin-6 receptor; JAK, janus kinase; STAT, signal transducer and activator of transcription; Ras, rat sarcoma; Raf, rapidly accelerated fibrosarcoma; MAPKs, mitogen-activated protein kinases; &#x3b2;-MHC, beta-myosin heavy chain; PERK, Protein Kinase RNA&#x2013;like Endoplasmic Reticulum Kinase; IRE1, Inositol-Requiring Enzyme 1; HFpEF, heart failure with preserved left ventricular ejection fraction; Cyt-c, Cytochrome C; Mit, mitochondria; ROS, reactive oxygen species.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1537576-g002.tif"/>
</fig>
<p>IL-1 is a key regulator of inflammatory responses (<xref ref-type="bibr" rid="B32">Dinarello, 2011</xref>), IL-1&#x3b2; plays a major role in augmenting cardiac inflammation through its interaction with the IL-1 receptor, IL-1 receptor-associated kinase (IRAK), and tumor necrosis factor receptor-associated factor 6 (TRAF6). This interaction activates downstream signaling pathways, including nuclear factor kappa B (NF-&#x3ba;B), c-Jun N-terminal kinase (JNK)/activator protein 1 (AP-1), and mitogen-activated protein kinase (MAPK)/extracellular signal-regulated kinase (ERK) (<xref ref-type="bibr" rid="B177">Weber et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B9">Bent et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B157">Tang et&#xa0;al., 2024</xref>), all of which are implicated in cardiac injury. Consequently, IL-1 may contribute to cardiomyocyte hypertrophy, impaired function, and extracellular matrix accumulation through these activated pathways.</p>
<p>IL-6 activates the janus kinase (JAK)/signal transducer and activator of transcription (STAT), MAPK, and phosphoinositide 3-kinase (PI3K) pathways by binding to the IL-6 receptor and gp130, triggering intracellular signaling that induces inflammatory responses and can even lead to inflammatory storms (<xref ref-type="bibr" rid="B136">Rose-John, 2020</xref>). In cardiomyocytes, IL-6 downregulates sarcoplasmic reticulum Ca2+-ATPase expression, diminishes Ca2+ reuptake by the sarcoplasmic reticulum, and impacts diastolic relaxation (<xref ref-type="bibr" rid="B184">Wu et&#xa0;al., 2011</xref>).</p>
<p>SST2 serves as an inflammation marker and indicator of myocardial stress, and it dampens the cardioprotective effects of transmembrane binding receptor suppression of tumorigenicity 2 (ST2L) via the myeloid differentiation primary response 88 (MyD88)/IRAK/ERK/NF-&#x3ba;B signaling pathway by competing with IL-33 (<xref ref-type="bibr" rid="B69">Kakkar and Lee, 2008</xref>). SST2 is also recognized as a marker of inflammation and fibrosis. Studies have demonstrated a positive correlation between sST2 and left ventricular hypertrophy (<xref ref-type="bibr" rid="B60">Hubesch et&#xa0;al., 2022</xref>), and this correlation significantly enhances the prognostic value of HFpEF (<xref ref-type="bibr" rid="B78">Lebedev et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B93">Lotierzo et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B189">Yamamoto et&#xa0;al., 2021</xref>).</p>
<p>TNF-&#x3b1;, as a key proinflammatory factor, activates NF-&#x3ba;B and MAPK signaling pathways by binding to its receptors TNFR-1 and TNFR-2 (<xref ref-type="bibr" rid="B88">Liu et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B12">Bradley, 2008</xref>), aggravating cardiac inflammatory damage and promoting myocardial fibrosis and heart failure (<xref ref-type="bibr" rid="B42">Franssen et&#xa0;al., 2016</xref>). These pathways play a crucial role in the propagation of cardiac inflammation and the progression of HFpEF.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Gut microbiota and its metabolic changes in HFpEF</title>
<p>Individuals with HFpEF exhibit significant gut microbiota dysregulation compared to healthy individuals, characterized by reduced species richness, especially those with anti-inflammatory effects such as <italic>Butyricicoccus</italic>, <italic>Sutterella</italic>, <italic>Lachnospira</italic>, <italic>Ruminiclostridium</italic>, etc (<xref ref-type="bibr" rid="B61">Hummel et&#xa0;al., 2019</xref>). Concurrently, there is an observed increase in proinflammatory associated microbiota abundance like <italic>Erysipelotrichaceae (</italic>
<xref ref-type="bibr" rid="B35">Drapkina et&#xa0;al., 2022</xref>). Regardless of the underlying etiology, gut microbiota dysregulation is consistent in HFpEF patients (<xref ref-type="bibr" rid="B59">Huang et&#xa0;al., 2021</xref>). Although the abundance of <italic>Firmicutes</italic>, <italic>Bacteroides</italic>, and <italic>Proteus</italic> reduced in HFpEF patients, these phyla continue to dominate the gut microbiota composition (<xref ref-type="bibr" rid="B66">Kaburova et&#xa0;al., 2020b</xref>). An Australian study corroborated these findings, emphasizing a significant depletion of short chain fatty acids (SCFAs) producing bacteria in HFpEF patients, particularly <italic>Ruminiclostridium</italic>. Importantly, this depletion is independent of confounding factors such as age, body mass index (BMI), and hypertension (<xref ref-type="bibr" rid="B8">Beale et&#xa0;al., 2021</xref>). The decrease in <italic>Ruminiclostridium</italic> may be linked to elevated levels of the increased N-terminal propeptide of procollagen type III, an indicator of myocardial fibrosis (<xref ref-type="bibr" rid="B67">Kaburova et&#xa0;al., 2021</xref>). Details are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Gut microbiota changes in the HFpEF.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Sample characteristics</th>
<th valign="middle" align="left">Methods</th>
<th valign="middle" align="left">Gut microbiome</th>
<th valign="middle" align="left">Other key findings</th>
<th valign="middle" align="left">Conclusion</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">26 HFpEF vs 30 healthy controls, Healthy controls were age-matched with HFpEF (<xref ref-type="bibr" rid="B61">Hummel et&#xa0;al., 2019</xref>).</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">The abundance of species such as <italic>Butyricicoccus</italic>, <italic>Sutterella</italic>, <italic>Lachnospira</italic>, <italic>Ruminiclostridium</italic> is reduced in patients with HFpEF compared with controls.</td>
<td valign="top" align="left">24 OTUs were differentially present between HFpEF and healthy controls, with <italic>Prevotella</italic> abundance the strongest differentiator.</td>
<td valign="top" align="left">The gut microbiome differs between HFpEF and age-matched healthy controls</td>
</tr>
<tr>
<td valign="top" align="left">59 HFpEF vs 50 controls.<break/>Three different methods were used to detect intestinal flora in the three categories of people with HFpEF, HFrEF, ASCVD and compare with healthy controls (<xref ref-type="bibr" rid="B35">Drapkina et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">MALDI-TOF-MS, NGS, qPCR</td>
<td valign="top" align="left">MALDI-TOF-MS analysis shows reduced abundance of <italic>Enterococcus faecium</italic>, <italic>Enterococcus faecalis</italic>, <italic>Bacteroides fragilis</italic> in patients with HFpEF.<break/>16S rRNA sequencing analysis reveals increased abundance of the <italic>Erysipelotrichaceae</italic> in patients with HFpEF.<break/>Patients with HFpEF has higher abundance of <italic>Oscillibacter</italic> sp. by qPCR.</td>
<td valign="top" align="left">Patients with HFpEF have minimal difference compared with controls compared with patients with ASCVD and HFrEF.<break/>The study did not find a lower abundance of <italic>Butyricicoccus</italic>, <italic>Sutterella</italic>, <italic>Lachnospira</italic>, and <italic>Ruminiclostridium</italic> in the HFpEF group than in the control group.</td>
<td valign="top" align="left">Differences in gut microbiome between patients with cardiovascular disease and healthy persons.<break/>The differences in the conclusions drawn by the three methods require a comprehensive approach to the microbiota.</td>
</tr>
<tr>
<td valign="top" align="left">30 HFpEF vs 30 controls (<xref ref-type="bibr" rid="B59">Huang et&#xa0;al., 2021</xref>)</td>
<td valign="top" align="left">Illumina high-throughput DNA sequencing</td>
<td valign="top" align="left">At the phylum classification level, the abundance of <italic>Synergistetes</italic> tends to be higher in the HFpEF group<break/>At the genus classification level, the abundance of <italic>Butyricicoccus</italic>, <italic>Sutterella</italic>, <italic>Lachnospira</italic>, and <italic>Ruminiclostridium</italic> in the HFpEF group are decreased, the abundance of <italic>Enterococcus</italic> and <italic>Lactobacillus</italic> are <italic>increased</italic>.</td>
<td valign="top" align="left">The species richness of gut microbiota in the HFpEF group is decreased.<break/>Differences in composition and species diversity of gut microbiota in patients with HFpEF due to different etiologies.</td>
<td valign="top" align="left">Patients with HFpEF have an increased abundance of microbiota associated with inflammation and a decreased abundance of microbiota associated with anti-inflammatory effects in the gut environment.<break/>The species richness of gut microbiota in HFpEF patients tends to be lower.</td>
</tr>
<tr>
<td valign="top" align="left">42 HFpEF (<xref ref-type="bibr" rid="B66">Kaburova et&#xa0;al., 2020b</xref>)</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">The relative abundance of the most prevalent phyla in gut microbiota is <italic>Firmicutes</italic>, <italic>Bacteroidetes</italic> and <italic>Proteobacteria</italic>.</td>
<td valign="top" align="left">ECV significant positively correlated with <italic>Faecalibacterium</italic>, <italic>Blautia</italic>, <italic>Lachnoclostridiu</italic>.<break/>ECV positively correlated with <italic>Holdemania</italic>, <italic>Victivallis</italic>, <italic>Dehalobacterium</italic>, <italic>Enterococcus</italic> and <italic>Catabacter</italic>.</td>
<td valign="top" align="left">Both negative and positive significant correlations between marker of myocardial fibrosis and several bacterial genera</td>
</tr>
<tr>
<td valign="top" align="left">26 HFpEF vs 67 controls.<break/>All patients underwent invasive exercise hemodynamics (<xref ref-type="bibr" rid="B8">Beale et&#xa0;al., 2021</xref>)</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">The ratio of <italic>Firmicutes</italic> to <italic>Bacteroidetes</italic> tends to be lower in patients with HFpEF compared with controls(doesn&#x2019;t reach statistical significance).<break/>Patients with HFpEF has a significant depletion of bacteria known to be SCFA producers, particularly <italic>Ruminococcus</italic>.</td>
<td valign="top" align="left">The depletion of <italic>Ruminococcus</italic> in patients with HFpEF appears independent of BMI, age, and hypertension.<break/>&#x3b2;&#x2010;diversity analysis different between HFpEF and controls independent of age, sex, BMI, systolic blood pressure, dietary quality, and fiber intake, suggesting that the changes seen in HFpEF are far beyond that explained by this factors.</td>
<td valign="top" align="left">Significant differences in gut microbiota between patients with HFpEF and controls with differences in abundance of microbial classification groups.<break/>The gut microbiota and its metabolites, particularly SCFAs, may be targets for future prevention and possibly treatment of HFpEF.</td>
</tr>
<tr>
<td valign="top" align="left">42 HFpEF (<xref ref-type="bibr" rid="B67">Kaburova et&#xa0;al., 2021</xref>)</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">The highest abundance in patients with HFpEF is <italic>Firmicutes</italic>, <italic>Bacteroides</italic>, and <italic>Proteobacteria</italic>.</td>
<td valign="top" align="left">
<italic>Allisonella</italic> associated with higher PICP concentrations, <italic>S. ruminalis</italic> and <italic>Gemmiger</italic> associated with lower PICP levels, <italic>Blautia</italic> and the unclassified <italic>Enterobacteriaceae</italic> associated with higher PIIINP levels, and <italic>Bilophila</italic> associated with lower PIIINP levels</td>
<td valign="top" align="left">The gut microbiota may be associated with myocardial fibrosis generation based on pathways mediated by SCFA, histamine, and proinflammatory compounds.</td>
</tr>
<tr>
<td valign="top" align="left">44 HFpEF vs 45 healthy controls (<xref ref-type="bibr" rid="B68">Kaburova et&#xa0;al., 2019</xref>)</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">
<italic>Bacteroides</italic>, <italic>Alistipes</italic>, <italic>Pseudomonas</italic>, and <italic>Fusobacterium</italic> are enriched in the common core microbiota of HFpEF patients, while <italic>Lachnospira</italic>, <italic>Roseburia</italic>, <italic>Eubacterium</italic>, <italic>Methanobrevibacter</italic>, <italic>Faecalibacterium</italic>, <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> are depleted.</td>
<td valign="top" align="left">The patients with HFpEF has significantly higher levels of the TMAO.</td>
<td valign="top" align="left">Significant structural alterations of the intestinal microbiome and increased TMAO levels in HFpEF patients&#x2019; serum.</td>
</tr>
<tr>
<td valign="top" align="left">42 HFpEF (<xref ref-type="bibr" rid="B65">Kaburova et&#xa0;al., 2020a</xref>)</td>
<td valign="top" align="left">16S rRNA</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">Significant correlations between PICP and the <italic>Ruminococcus</italic>, <italic>Gemmiger</italic>, <italic>Allisonella</italic> and <italic>Howardella</italic>.<break/>PIIINP significantly correlated with <italic>Blautia</italic> and <italic>Bilophila</italic>.</td>
<td valign="top" align="left">Both PICP and PIIINP has negative significant correlations with beneficial bacterial genera and positive correlations with several potentially harmful gut bacterial genera.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>HFpEF, heart failure with preserved left ventricular ejection fraction; OTUs, operational taxonomic units; SCFAs, short-chain fatty acids; TMAO, trimethylamine oxide; HFrEF, heart failure with reduced left ventricular ejection fraction; ASCVD, atherosclerotic cardiovascular disease; MALDI-TOF-MS, matrix-assisted laser desorption ionization time of flight mass spectrometry; NGS, next generation sequencing; qPCR, quantitative polymerase chain reaction; ECV, extracellular volume; BMI, body mass index; PICP, procollagen I carboxy terminal Propeptide; PIIINP, procollagen III N-terminal peptide.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Alterations in the gut microbiota are associated with alterations in their metabolites. In individuals with HFpEF, these changes are characterized by an increase in harmful products synthesis and a decrease in beneficial metabolite levels. The reduction in the SCFA-producing microbiota in individuals with HFpEF affects SCFAs synthesis (<xref ref-type="bibr" rid="B8">Beale et&#xa0;al., 2021</xref>). A cross-sectional study involving 324 participants revealed significantly elevated TMAO levels in individuals with HFpEF compared to healthy controls (<xref ref-type="bibr" rid="B48">Guo et&#xa0;al., 2020</xref>), and alterations in gut microbiota composition identified as a primary driver of increased TMAO levels (<xref ref-type="bibr" rid="B103">Martin et&#xa0;al., 2008</xref>). Gut microbiota dysregulation in individuals with HFpEF can also trigger changes in the metabolites of dietary amino acids (AAs) within the gut, such as increased indoxyl sulfate, a byproduct of tryptophan metabolism, and decreased production of protective indole-3-propionate (<xref ref-type="bibr" rid="B101">Mamic et&#xa0;al., 2021</xref>). Meanwhile, gut microbiota in individuals with HFpEF play a crucial role in all stages of bile acids (BAs) metabolism. The microbiota can indirectly contribute to BAs synthesis by regulating BAs hydrolase activity, once BAs enter the intestine, the microbiota facilitates their further metabolism into various types (<xref ref-type="bibr" rid="B146">Shi M. et&#xa0;al., 2023</xref>). Briefly, gut microbiota dysregulation can lead to alterations in metabolic processes, thereby inducing a cascade of physiological changes.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Gut microbiota -inflammation-HFpEF axis</title>
<p>With the in-depth investigation of the relationship of gut microbiota to cardiovascular disease, it has become evident that gut microbiota dysregulation is an important contributor to inflammatory stimulation, exerting considerable effects on cardiac and vascular health (<xref ref-type="bibr" rid="B129">Petruzziello et&#xa0;al., 2024</xref>). This dysregulation can induce both local and systemic inflammation, which is considered a critical potential mechanism for the onset of HF (<xref ref-type="bibr" rid="B53">Hanna and Frangogiannis, 2020</xref>). The resulting low-grade chronic inflammation stimulates monocytes, endothelial cells and other cells, prompting them to secrete pro-inflammatory cytokines (<xref ref-type="bibr" rid="B166">Violi et&#xa0;al., 2023</xref>), including TNF-&#x3b1;, IL-1&#x3b2;, IL-6, cellular adhesion molecules (CAMs), etc. These cytokines can induce chronic cardiac fibrosis, which may contribute to the development of HFpEF (<xref ref-type="bibr" rid="B53">Hanna and Frangogiannis, 2020</xref>; <xref ref-type="bibr" rid="B161">Thomas and Grisanti, 2020</xref>). In recent years, a variety of evidence has suggested that inflammation induced by pattern recognition receptors associated with bacterial, as well as their metabolites, including SCFAs (<xref ref-type="bibr" rid="B17">Challa and Lewandowski, 2022</xref>), TMAOs (<xref ref-type="bibr" rid="B75">Kinugasa et&#xa0;al., 2021</xref>), AAs (<xref ref-type="bibr" rid="B170">Wang et&#xa0;al., 2024</xref>), BAs (<xref ref-type="bibr" rid="B146">Shi M. et&#xa0;al., 2023</xref>) are involved in the development of HFpEF (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Some of these bacterial metabolites are being considered as potential prognostic markers for HFpEF (<xref ref-type="bibr" rid="B109">Modrego et&#xa0;al., 2023</xref>). This may be due to the fact that these metabolites affect the NF-&#x3ba;B signaling pathway by different pathways, ultimately affecting the activation of Nod-like receptor pyro-protein domain-associated protein 3 (NLRP3) inflammasomes.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The effect of gut microbiota and its metabolites on the pathophysiology of HFpEF.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Factors</th>
<th valign="middle" align="left">Model</th>
<th valign="middle" align="left">Downstream signaling</th>
<th valign="middle" align="left">Phenotype</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">LPS (<xref ref-type="bibr" rid="B149">Singh et&#xa0;al., 2012</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">TLR4/MyD88/CaMKII</td>
<td valign="top" align="left">Induced cardiomyocyte hypertrophy and inflammation</td>
</tr>
<tr>
<td valign="top" align="left">LPS (<xref ref-type="bibr" rid="B206">Zhu et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">TLR4/MyD88</td>
<td valign="top" align="left">Decreasing cardiomyocyte hypertrophy and interstitial fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">Fibrinogen (<xref ref-type="bibr" rid="B84">Li et&#xa0;al., 2009</xref>)</td>
<td valign="top" align="left">SD rats</td>
<td valign="top" align="left">TLR4/MyD88/NF-&#x3ba;B</td>
<td valign="top" align="left">Cardiac hypertrophy</td>
</tr>
<tr>
<td valign="top" align="left">Flagellin (<xref ref-type="bibr" rid="B89">Liu et&#xa0;al., 2015</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">TLR5</td>
<td valign="top" align="left">Interstitial cardiac fibrosis and dysfunction</td>
</tr>
<tr>
<td valign="top" align="left">SCFAs (<xref ref-type="bibr" rid="B72">Kaye et&#xa0;al., 2020</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">GPR43 and GPR109A</td>
<td valign="top" align="left">Decreased cardiac hypertrophy and cardiac fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">SCFAs (<xref ref-type="bibr" rid="B87">Lin et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">ABX mice</td>
<td valign="top" align="left">GPR41 and GPR43/SMAD2/TGF-&#x3b2;1</td>
<td valign="top" align="left">Restored cardiac function and prevented excessive fibrosis and ECM disarray under stress</td>
</tr>
<tr>
<td valign="top" align="left">SCFAs (<xref ref-type="bibr" rid="B33">Dong et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">Mouse CFs (FH-M187)</td>
<td valign="top" align="left">NLRP3/Caspase-1/TGF-&#x3b2;1</td>
<td valign="top" align="left">Repressed the transdifferentiation of CFs into MFs</td>
</tr>
<tr>
<td valign="top" align="left">TMAO (<xref ref-type="bibr" rid="B85">Li et&#xa0;al., 2019</xref>)</td>
<td valign="top" align="left">SD rats</td>
<td valign="top" align="left">TGF-&#x3b2;/SMAD3</td>
<td valign="top" align="left">Cardiac hypertrophy and fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">TMAO (<xref ref-type="bibr" rid="B171">Wang et&#xa0;al., 2020</xref>)</td>
<td valign="top" align="left">C57BL/6J</td>
<td valign="top" align="left">p65 NF-&#x3ba;b<break/>TGF-&#x3b2;/SMAD3</td>
<td valign="top" align="left">Cardiac hypertrophy and fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">TMAO (<xref ref-type="bibr" rid="B172">Wang et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">SD rats</td>
<td valign="top" align="left">PKC/NF-&#x3ba;B</td>
<td valign="top" align="left">Inducing inflammatory responses, myocardial hypertrophy and fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">Tryp, Kyn (<xref ref-type="bibr" rid="B15">Carrillo-Salinas et&#xa0;al., 2020</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">AhR</td>
<td valign="top" align="left">Slow down the development of adverse cardiac remodeling</td>
</tr>
<tr>
<td valign="top" align="left">Kyn (<xref ref-type="bibr" rid="B147">Shi B. et&#xa0;al., 2023</xref>)</td>
<td valign="top" align="left">Patients and mice model</td>
<td valign="top" align="left">AhR&#x2013;targeted genes</td>
<td valign="top" align="left">Aggravates cardiac remodeling, hypertrophy and fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">Urolithin A (<xref ref-type="bibr" rid="B19">Chen et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">SD rats</td>
<td valign="top" align="left">TGF-&#x3b2;1/Nrf2</td>
<td valign="top" align="left">Inhibits myocardial fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">Cholic acid (<xref ref-type="bibr" rid="B37">Eblimit et&#xa0;al., 2018</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">TGR5/Akt/PKA/ERK</td>
<td valign="top" align="left">Attenuate cardiac hypertrophy</td>
</tr>
<tr>
<td valign="top" align="left">TUDCA (<xref ref-type="bibr" rid="B132">Rani et&#xa0;al., 2017</xref>)</td>
<td valign="top" align="left">Male mice</td>
<td valign="top" align="left">Downregulated GRP78 and GRP94. Decreased the phosphorylation of PERK and eIF2&#x3b1;</td>
<td valign="top" align="left">Reduced myocardial hypertrophy, attenuated cardiac fibrosis</td>
</tr>
<tr>
<td valign="top" align="left">TUDCA (<xref ref-type="bibr" rid="B164">Turdi et&#xa0;al., 2013</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">Upregulated SERCA2a expression</td>
<td valign="top" align="left">Attenuated diastolic dysfunction</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>LPS, lipopolysaccharide; SCFAs, short-chain fatty acids; TMAO, trimethylamine oxide; Trp, tryptophan; Kyn, kynurenine; TUDCA, tauroursodeoxycholic acid; ABX, depleted of gut microbiota with antibiotics; ECM, extracellular matrix; CFs, cardiac fibroblasts; MFs, myofibroblasts; eIF2&#x3b1;, eukaryotic translation initiation factor 2&#x3b1;; SERCA2a, sarcoplasmic/endoplasmic reticulum calcium atpase 2a. TLR,toll-like receptors; MyD88, myeloid differentiation primary response 88; CaMKII, Calcium/calmodulin-dependent protein kinase II; NF-&#x3ba;B, nuclear factor-kappa B; GPR, G protein-coupled receptors; SMAD, small mother against decapentaplegic family member; TGF&#x3b2;, TGF-&#x3b2;, transforming growth factor-&#x3b2;; NLRP-3, nucleotide-binding oligomerization domain-like receptor family pyrin domain containing 3; PKC, protein kinase C; AhR, aryl hydrocarbon receptor; Nfr, nuclear factor erythroid 2-related factor; Akt, protein kinase B; PKA, protein kinase A; ERK, extracellular signal-regulated kinase.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Emerging evidence suggests that innate immune response pathways from NLRP3 inflammasomes to IL-1, IL-6 play an important role in HFpEF (<xref ref-type="bibr" rid="B83">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B22">Cheng et&#xa0;al., 2023</xref>). Activation of the NLRP3 inflammasome mediated by the NF-&#x3ba;B signaling pathway (<xref ref-type="bibr" rid="B7">Bauernfeind et&#xa0;al., 2009</xref>), upregulates transcription of NLRP3, pro-IL-1&#x3b2;, IL-18 (<xref ref-type="bibr" rid="B45">Grebe et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B120">Olsen et&#xa0;al., 2021</xref>). The NLRP3 protein interacts with and binds to apoptosis-associated speck-like protein containing a caspase activation and recruitment domain, which subsequently recruits pro-caspase-1, facilitating its maturation and activation. This cascade leads to cleavage and release of pro-IL-1&#x3b2; and IL-18, inducing vascular endothelium and smooth muscle cells to produce and release large quantities of IL-6 (<xref ref-type="bibr" rid="B86">Libby, 2021</xref>). In experimental models of HFpEF, NLRP3 inflammasome activation and increased expression of IL-1&#x3b2; and IL-18 have been found in the hearts of affected mice (<xref ref-type="bibr" rid="B191">Yang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B31">Deng et&#xa0;al., 2021</xref>). Furthermore, NLRP3 inflammasomes are implicated in induction of ventricular arrhythmias in HFpEF mice, contributing to a poor prognosis (<xref ref-type="bibr" rid="B191">Yang et&#xa0;al., 2020</xref>). Notably, inhibition of NLRP3 inflammasomes has been shown to reduce cardiac inflammation (<xref ref-type="bibr" rid="B204">Zhao et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B193">Yang et&#xa0;al., 2024</xref>) and improve left ventricular diastolic dysfunction and myocardial fibrosis in patients with HFpEF (<xref ref-type="bibr" rid="B22">Cheng et&#xa0;al., 2023</xref>). Potential mechanisms by which gut microbiota dysregulation may affect HFpEF through different inflammation pathways will be elaborated next (<xref ref-type="fig" rid="f3"><bold>Figure 3</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Inflammation induced by gut microbiota causing HFpEF. HFpEF, Heart failure with preserved left ventricular ejection fraction; LPS, lipopolysaccharide; TMAO, trimethylamine oxide; SCFAs, short-chain fatty acids; IPA, indole-3-propionic acid; Trp, tryptophan; Kyn, kynurenine; IS, indole sulfate; BCAAs, branched chain amino acids; UDCA, ursodeoxycholic acid; TLR, toll-like receptor; Mit, mitochondrion; SOD2, superoxide dismutase 2; ROS, reactive oxygen species; COX-2, cyclooxygenase-2; TGF-&#x3b2;, transforming growth factor-&#x3b2;; TGR-5, transmembrane G protein-coupled receptor; FXR, farnesoid X receptor; PPAR-&#x3b3;, peroxisome proliferator-activated receptor-&#x3b3;; GPR, G protein-coupled receptors; HDAC, histone deacetylase; NLRP3, nucleotide-binding oligomerization domain-like receptor family pyrin domain containing 3; ASC, apoptosis-associated speck-like protein containing a caspase activation and recruitment domain; SIRT3, sirtuin 3; BCKDH, branched-chain &#x3b1;-keto acid dehydrogenase; TNF-&#x3b1;, tumor necrosis factor &#x3b1;; IL, interleukin; TXNIP, thioredoxin-interactive protein; GSDMD, gasdermin D; GSDMD-N, N-terminal gasdermin D; Smad3, small mother against decapentaplegic family member 3; TIRAP, toll/interleukin-1 receptor domain-containing adapter protein; TRAF-6, tumor necrosis factor receptor associated factor 6; MKK6, mitogen-activated protein kinase kinase 6; AP-1, activator protein-1; MAPKs, mitogen-activated protein kinases; JNK, c-Jun N-terminal kinase; ERK, extracellular signal-regulated kinase; NF-&#x3ba;B, nuclear factor-kappa B; MyD88, myeloid differentiation primary response 88; PI3K, Phosphoinositide 3-kinase; AKT, protein kinase B; JAK, janus kinase; STAT3, signal transducer and activator of transcription 3; ppm1k, protein phosphatase Mg2+/Mn2+-dependent 1K; PP2Cm, protein phosphatase 2Cm.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1537576-g003.tif"/>
</fig>
<sec id="s5_1">
<label>5.1</label>
<title>Toll-like receptors pathway</title>
<p>TLRs are the key components of the pattern recognition receptor family, which significantly influence the innate immune system by recognizing pathogen-associated molecular patterns and injury-associated molecular patterns. So far, 10 different Toll-like receptors (TLRs, including TLR1-10) have been identified in humans, each exhibiting specificity for various microbial components. For instance, TLR2, as a dimeric cell membrane protein, is responsible for the recognition of bacterial lipoproteins and peptidoglycans. TLR4 is known for its recognition of LPS, while TLR5 is sensitive to bacterial flagella. Intracellular TLR3 detects double-stranded RNA, and TLR9 identifies bacterial DNA containing unmethylated CpG sequences (<xref ref-type="bibr" rid="B10">Bezhaeva et&#xa0;al., 2022</xref>).</p>
<p>In the context of gut microbiota dysregulation, LPS is secreted by Gram-negative bacteria, engages with a range of immune receptors and proteins, including TLR4, LPS-binding protein, and CD14 (<xref ref-type="bibr" rid="B137">Ryu et&#xa0;al., 2017</xref>). This interaction triggers TLR4 activation on the intestinal epithelium, leading to disruption of tight junctions between intestinal epithelial cells (<xref ref-type="bibr" rid="B124">Park and Lee, 2013</xref>; <xref ref-type="bibr" rid="B110">Mohr et&#xa0;al., 2022</xref>), increased intestinal permeability (<xref ref-type="bibr" rid="B56">Hietbrink et&#xa0;al., 2009</xref>), and facilitation of bacteria and endotoxins into the bloodstream. Once in the systemic circulation, LPS and peptidoglycans provoke an immune response by binding to TLR4 and nucleotide-binding oligomerization domain-like receptors (NLRs) (<xref ref-type="bibr" rid="B134">Rodrigues-e-Lacerda et&#xa0;al., 2023</xref>). Consequently, LPS is identified as a pivotal factor in induction of systemic inflammation (<xref ref-type="bibr" rid="B14">Cao et&#xa0;al., 2018</xref>).</p>
<p>The microbial constituents originating from the gut microbiota that can enter the bloodstream and reach the heart, inducing inflammation through activation of TLRs. This inflammatory cascade can ultimately lead to myocardial dysfunction and fibrosis (<xref ref-type="bibr" rid="B201">Zhang et&#xa0;al., 2023</xref>). Studies have demonstrated that TLRs, which orchestrate innate immune responses, are primarily responsible for inflammatory responses in the hearts of HF patients (<xref ref-type="bibr" rid="B145">Sharma et&#xa0;al., 2016</xref>), including TLR2, TLR3, TLR4, TLR5, and TLR9 (<xref ref-type="bibr" rid="B197">Yu and Feng, 2018</xref>). Specifically, TLR2 has been shown to mediate cardiac hypertrophy and inflammation in mice induced by Ang II via the TLR2/MyD88/NF-&#x3ba;B signaling pathway (<xref ref-type="bibr" rid="B194">Ye et&#xa0;al., 2021</xref>). Antagonizing TLR2 can block activation of NF-&#x3ba;B, suppress expression of inflammatory cytokines such as IL-1&#x3b2;, IL-6, IL-18, and attenuate cardiomyocyte apoptosis and cardiac fibrosis (<xref ref-type="bibr" rid="B175">Wang et&#xa0;al., 2019</xref>). TLR4 is implicated in cardiac inflammation and development of hypertrophy through multiple signaling pathways, including TLR4/MyD88/Calcium/calmodulin-dependent protein kinase II (CaMK II), TLR4/MyD88/NF-&#x3ba;B, TLR4/MyD88/PI3K/protein kinase B (AKT) and TLR4/MyD88/MAPK (<xref ref-type="bibr" rid="B201">Zhang et&#xa0;al., 2023</xref>). Animal experiments have found that <italic>Lactobacillus reuteri</italic> GMNL-263 can reduce inflammation, hypertrophy, and fibrosis in myocardial tissue by inhibiting theTLR4 pathway (<xref ref-type="bibr" rid="B23">Chiang et&#xa0;al., 2021</xref>). Both TLR3 and TLR4 have been identified to facilitate Ang II-induced cardiac hypertrophy through the TRIF pathway (<xref ref-type="bibr" rid="B52">Han et&#xa0;al., 2018</xref>). Furthermore, TLR5 has been linked to cardiac fibrosis and dysfunction by stimulating inflammation and endothelial-mesenchymal transition (<xref ref-type="bibr" rid="B89">Liu et&#xa0;al., 2015</xref>). Myocardial cell hypertrophy and fibrosis have been identified as the major pathophysiological manifestations of HFpEF (<xref ref-type="bibr" rid="B40">Fayyaz et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B77">Krittanawong et&#xa0;al., 2024</xref>).</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Short chain fatty acids</title>
<p>SCFAs, primarily acetate, propionate, and butyrate, are critical mediators in the &#x201c;gut microbiota-inflammation-HFpEF axis&#x201d; and are terminal products of gut microbial catabolism (<xref ref-type="bibr" rid="B198">Yuan et&#xa0;al., 2024</xref>). Within the digestive tract, SCFAs can increase expression of intestinal tight junction proteins (<xref ref-type="bibr" rid="B174">Wang et&#xa0;al., 2012</xref>), regulate Treg/Th17 balance via peroxisome proliferator-activated receptor-gamma (PPAR-&#x3b3;) pathway, and maintain gut epithelial cell physiology (<xref ref-type="bibr" rid="B178">Wen et&#xa0;al., 2021</xref>), thereby reducing gut permeability and alleviating low-grade systemic inflammation (<xref ref-type="bibr" rid="B97">Ma et&#xa0;al., 2022</xref>).</p>
<p>Butyrate reduction is prevalent in cardiovascular disease and associated with disease severity (<xref ref-type="bibr" rid="B16">Chakaroun et&#xa0;al., 2023</xref>). This is mainly because SCFAs are known to influence the pathology of HF by activating multiple G protein-coupled receptors, inhibiting histone deacetylase (HDAC) activity, and improving the cardiac inflammatory response (<xref ref-type="bibr" rid="B72">Kaye et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B199">Yukino-Iwashita et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B158">Taslim et&#xa0;al., 2023</xref>). Specifically, propionate diminishes the activity of NF-&#x3ba;B, IL-6, STAT1, and STAT3 signal transduction through down-regulation of HDAC activity, leading to a decrease in Th1 and Th17 immunoreactivity (<xref ref-type="bibr" rid="B51">Han et&#xa0;al., 2024</xref>). Additionally, propionate suppresses downstream inflammatory responses mediated by STAT1 and STAT3 (<xref ref-type="bibr" rid="B63">Jeong and Choe, 2023</xref>). Butyrate also significantly inhibits NK-&#x3ba;B activity by stimulating PPAR-&#x3b3; (<xref ref-type="bibr" rid="B100">Malesza et&#xa0;al., 2021</xref>). Oral administration of propionate to mice with myocardial injury has been shown to substantially reduce systemic inflammation and myocardial fibrosis (<xref ref-type="bibr" rid="B156">Tang et&#xa0;al., 2019</xref>). In obesity mice, butyrate supplementation has been observed to suppress the expression of inflammatory factors such as IL-1&#x3b2;, NLRP3 and monocyte chemoattractant protein-1 in cardiac tissues. This effect is achieved by inhibiting HDAC and negatively regulating the NLRP3 inflammasome signaling pathway, which in turn reduces the release of inflammatory factors within adipocytes (<xref ref-type="bibr" rid="B169">Wang et&#xa0;al., 2015</xref>). Given the strong association between obesity, NLRP3 inflammasomes, and the progression of HFpEF, these findings are significant. Hatahet et&#xa0;al. treated obese pre-HFpEF mice with tributyrin, the transcript levels protein phosphatase Mg2+/Mn2+ dependent 1K (ppm1k) were significantly increased. Ppm1k encodes protein phosphatase 2Cm, which in turn causes dephosphorylation and activation of the branched-chain alpha-keto acid dehydrogenase complex, promoting branched-chain amino acids (BCAAs) catabolism and alleviating the early cardiac mechanical dysfunction associated with the development of obesity-related HFpEF (<xref ref-type="bibr" rid="B54">Hatahet et&#xa0;al., 2023</xref>).</p>
<p>Collectively, these studies suggest that SCFAs play a pivotal role in preventing the development of HFpEF by cutting off the connection between inflammation and the metabolic syndrome, suggesting their significant potential in the prevention and management of HFpEF (<xref ref-type="bibr" rid="B8">Beale et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Challa and Lewandowski, 2022</xref>).</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Trimethylamine N-oxide</title>
<p>TMAO is the oxygenated metabolite of trimethylamine, generated by gut microbiota catabolism of choline and L-carnitine, followed by hepatic enzymatic oxidation (<xref ref-type="bibr" rid="B62">Janeiro et&#xa0;al., 2018</xref>). <italic>In vitro</italic> screening tests indicate that 36 strains from four phyla, including <italic>Bacteroidetes</italic>, <italic>Firmicutes</italic>, <italic>Actinobacteria</italic>, and <italic>Proteobacteria</italic>, participate in these processes under anaerobic conditions (<xref ref-type="bibr" rid="B135">Romano et&#xa0;al., 2015</xref>). Studies have shown that TMAO levels significantly decrease with a diet cessation, and this is associated with reduced cardiac fibrosis (<xref ref-type="bibr" rid="B122">Organ et&#xa0;al., 2020</xref>).</p>
<p>TMAO has been implicated in cardiac dysfunction through multiple mechanisms (<xref ref-type="bibr" rid="B99">Makrecka-Kuka et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B155">Tang et&#xa0;al., 2019</xref>). Several studies have found that TMAO promotes myocardial hypertrophy and fibrosis via the TGF-&#x3b2;/SMAD3 signaling pathway (<xref ref-type="bibr" rid="B85">Li et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B179">Wen et&#xa0;al., 2022</xref>). Elevated plasma TMAO levels have been associated with cardiac inflammation and interstitial fibrosis, contributing to cardiac dysfunction in mice that consume a diet rich in choline (<xref ref-type="bibr" rid="B20">Chen et&#xa0;al., 2017</xref>). Administration of a TMAO synthesis inhibitor has shown the capacity to modulate the TGF-&#x3b2;/SMAD3 signaling pathway, thereby preventing myocardial hypertrophy and fibrosis (<xref ref-type="bibr" rid="B171">Wang et&#xa0;al., 2020</xref>). Other studies have revealed that TMAO inhibits sirtuin3 expression and suppresses the activity of superoxide dismutase 2 and mitochondrial aldehyde dehydrogenase 2, leading to mitochondrial reactive oxygen species accumulation and activation of NLRP3 inflammasomes and N-terminal gasdermin D production, which in turn contributes to cardiovascular endotheliitis (<xref ref-type="bibr" rid="B152">Sun et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B200">Zhang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B82">Li et&#xa0;al., 2022</xref>). Additionally, TMAO stimulates the secretion of exosomes by hepatocytes, which activate the NF-&#x3ba;B signaling pathway, causing vascular endothelial diastolic dysfunction (<xref ref-type="bibr" rid="B92">Liu et&#xa0;al., 2021</xref>). In cardiomyocytes, modulation of the TMAO/NF-&#x3ba;B pathway inhibits myocardial hypertrophy and fibrosis, thereby ameliorating cardiac dysfunction (<xref ref-type="bibr" rid="B172">Wang et&#xa0;al., 2024</xref>). TMAO is also excreted by the kidney, and elevated levels can lead to renal interstitial fibrosis and dysfunction (<xref ref-type="bibr" rid="B153">Sun et&#xa0;al., 2017</xref>), indirectly promoting the development of HFpEF (<xref ref-type="bibr" rid="B160">Ter Maaten et&#xa0;al., 2016</xref>).</p>
<p>Previous studies have reported elevated plasma TMAO concentrations are associated with left ventricular diastolic dysfunction (<xref ref-type="bibr" rid="B183">Wilson Tang et&#xa0;al., 2015</xref>). While the prognostic value of TMAO levels in HF has been a subject of debated, with some suggesting its relevance is primarily for HFrEF, and not HFpEF (<xref ref-type="bibr" rid="B182">Wilson Tang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B163">Tr&#xf8;seid et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B154">Suzuki et&#xa0;al., 2019</xref>). Subsequent studies have challenged this view. Notably, Salzano et&#xa0;al. have demonstrated elevated TMAO is associated with outcome in patients with HFpEF, especially when B-type natriuretic peptide levels are not elevated, suggesting its TMAO as a sensitive risk stratification marker for HFpEF (<xref ref-type="bibr" rid="B139">Salzano et&#xa0;al., 2020</xref>). Further studies have confirmed TMAO as an independent risk factor for HFpEF, and highly associated with HFpEF risk (<xref ref-type="bibr" rid="B34">Dong et&#xa0;al., 2021</xref>). In addition, plasma TMAO levels at discharge in individuals with HFpEF have been link to an increased risk of subsequent cardiovascular events post-discharge (<xref ref-type="bibr" rid="B75">Kinugasa et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s5_4">
<label>5.4</label>
<title>Amino acids</title>
<p>Dysregulation of gut microbiota can affect the metabolism of AAs, increasing the risk of HF (<xref ref-type="bibr" rid="B98">Mahenthiran et&#xa0;al., 2024</xref>). Multiple metabolites derived from tryptophan have been shown to affect cardiac function. For instance, indole sulfate may increase the expression of pro-inflammatory cytokines, such as TNF-&#x3b1;, IL-1&#x3b2; in cardiomyocytes. This upregulation is mediated through activation of signaling pathways, including p38 MAPK, p42/44MAPK, and NF-&#x3ba;B, inducing myocardial fibrosis and hypertrophy, ultimately contributing to myocardial diastolic dysfunction (<xref ref-type="bibr" rid="B79">Lekawanvijit et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B148">Shimazu et&#xa0;al., 2013</xref>). In a recent study by Wang et&#xa0;al., exogenous supplementation of another Trp metabolite, indole-3-propionic acid supplementation reduced inflammation, oxidative stress, diastolic dysfunction, and myocardial remodeling in HFpEF. This beneficial effect is thought to be mediated by inhibition of nicotinamide N-methyltransferase and activation of sirtuin 3 (<xref ref-type="bibr" rid="B170">Wang et&#xa0;al., 2024</xref>).</p>
<p>Kynurenine is an important metabolite of AAs, has been positively associated with symptom severity, inflammation indicators, and mortality risk in patients with HF (<xref ref-type="bibr" rid="B94">Lund et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B133">Razquin et&#xa0;al., 2021</xref>). This may be due to kynurenic acid induction of pro-inflammatory IL-1&#x3b2; and IL-8 and the expression of TNF via the aromatic hydrocarbon receptor signaling (<xref ref-type="bibr" rid="B28">Dahlem et&#xa0;al., 2020</xref>). On the contrary, elevated inflammatory mediators can also mediate kynurenine pathway activation through induction of JAK-STAT signaling cascade (<xref ref-type="bibr" rid="B46">Grishanova and Perepechaeva, 2024</xref>). Other studies have found that circulating product concentrations resulting from gut microbiota metabolism of phenylalanine and tyrosine are associated with major cardiovascular events and mortality risk (<xref ref-type="bibr" rid="B117">Nemet et&#xa0;al., 2023</xref>). The accumulation of BCAAs and their intermediary metabolites in the myocardium is also associated with the development of HF (<xref ref-type="bibr" rid="B107">McGarrah and White, 2023</xref>). A BCAA-free diet attenuates the proliferation of cardiac fibroblasts and the expression of collagen 1a1, thereby mitigating cardiac hypertrophy induced by workload (<xref ref-type="bibr" rid="B190">Yang et&#xa0;al., 2023</xref>). Although dietary intake is the primary source of BCAAs, these indispensable amino acids are also synthesized by the gut microbiota (<xref ref-type="bibr" rid="B44">Gojda and Cahova, 2021</xref>). Although studies have established the effect of amino acids on the heart, further research is warranted to confirm the role of gut microbiota-mediated AAs metabolism in the pathogenesis of HFpEF.</p>
</sec>
<sec id="s5_5">
<label>5.5</label>
<title>Bile acids</title>
<p>BAs are organic acids synthesized by the liver and released into the small intestine, where they promote the absorption of dietary fat-soluble molecules (<xref ref-type="bibr" rid="B167">Wan et&#xa0;al., 2020</xref>). Bacteroides, Clostridium, Bifidobacterium, Lactobacillus, and other genera modulate the expression of bile salt hydrolase genes. Elevated levels of total and unconjugated BAs correlate with an increased abundance of the associated intestinal microbiota. Besides, the concentration of secondary BAs, including deoxycholic acid, is positively correlated with the relative abundance of Bacteroides (<xref ref-type="bibr" rid="B196">Yokota et&#xa0;al., 2012</xref>). This association suggests a significant interaction between the gut microbiota and BAs.</p>
<p>Recent research suggests that BAs act as signaling molecules mediating cardiac function (<xref ref-type="bibr" rid="B195">Yntema et&#xa0;al., 2023</xref>). BAs are divided into two categories based on molecular structure: hydrophilic and hydrophobic. These distinct types of BAs have differential effects on cardiac health. Hydrophobic BAs are associated with QT interval prolongation, cardiac hypertrophy, cardiomyocyte apoptosis, and dysregulation of cardiac hemodynamics (<xref ref-type="bibr" rid="B165">Vasavan et&#xa0;al., 2018</xref>).</p>
<p>Conversely, hydrophilic BAs, acting as steroidal signaling molecules, confer cardiac protection by modulating cardiac inflammation through several pathways. These include activation of the nuclear receptor FXR and the membrane G protein-coupled receptor 5 (TGR-5) in the myocardium, and the inhibition of NF-&#x3ba;B signaling (<xref ref-type="bibr" rid="B185">Xiaoli et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B205">Zhou and Anakk, 2022</xref>; <xref ref-type="bibr" rid="B146">Shi M. et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B203">Zhang et&#xa0;al., 2023</xref>). Activation of TGR-5 activates the AKT pathway in downstream cardiomyocytes, which reduces cardiomyocyte inflammation and oxidative stress and increases cardiomyocyte survival (<xref ref-type="bibr" rid="B37">Eblimit et&#xa0;al., 2018</xref>). Treatment with taurine deoxycholic acid attenuated hypertensive-induced cardiac inflammation and myocardial remodeling in animal experiments (<xref ref-type="bibr" rid="B5">Bal et&#xa0;al., 2019</xref>). In cell culture studies, activation of TGR-5 by lithocholic acid ameliorates hyperglycemia-induced cardiac hypertrophy in cardiomyocytes (<xref ref-type="bibr" rid="B21">Cheng et&#xa0;al., 2019</xref>). Vitamin D receptors (VDRs) are expressed within the T tubules of cardiomyocytes, with lithocholic acid (LCA) being one of its ligands (<xref ref-type="bibr" rid="B162">Tishkoff et&#xa0;al., 2008</xref>). Targeted ablation of VDR in cardiomyocytes leads to cellular hypertrophy, cardiac enlargement, and impairments in both systolic and diastolic function (<xref ref-type="bibr" rid="B18">Chen et&#xa0;al., 2011</xref>). However, it remains to be determined whether LCA ligands can modulate VDR to elicit similar effects. These studies revealed an important role for BAs in the pathophysiology of HFpEF.</p>
</sec>
</sec>
<sec id="s6">
<label>6</label>
<title>Modulating gut microbiota dysregulation may improve HFpEF</title>
<p>In patients with HFpEF, gut microbiota dysregulation is prevalent and may positively impact pathophysiology by modulating gut microbiota or their metabolites through interventions such as probiotics, fecal microbial transplantation (FMT), prebiotics and replenishing gut microbiota metabolites (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). This has been confirmed in animal experiments (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Modulating gut microbiota dysregulation may improve HFpEF. HFpEF, Heart failure with preserved left ventricular ejection fraction; FMT, fecal microbial transplantation; SCFAs, short-chain fatty acids.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-15-1537576-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Regulation of gut microbiota affects pathophysiological literature related to HFpEF.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Treatment</th>
<th valign="middle" align="left">Model</th>
<th valign="middle" align="left">Changes in gut microbiota</th>
<th valign="middle" align="left">Cardiac changes</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Dietary nitrate, FMT (<xref ref-type="bibr" rid="B128">Petrick et&#xa0;al., 2023</xref>)</td>
<td valign="top" align="left">C57BL/6N male mice</td>
<td valign="top" align="left">Decrease the abundance of <italic>Firmicutes</italic> and the ratio of <italic>Firmicutes</italic> to <italic>Bacteroidetes</italic>
</td>
<td valign="top" align="left">Prevent high-fat diet&#x2013;induced diastolic dysfunction</td>
</tr>
<tr>
<td valign="top" align="left">GN (<xref ref-type="bibr" rid="B168">Wang et&#xa0;al., 2022a</xref>)</td>
<td valign="top" align="left">male wild-type C57BL/6J mice</td>
<td valign="top" align="left">Decrease the abundance of <italic>Firmicutes</italic> and the ratio of <italic>Firmicutes</italic> to <italic>Bacteroidetes</italic>
</td>
<td valign="top" align="left">Improve myocardial fibrosis/ventricular remodeling, reverse cardiomyocyte hypertrophy</td>
</tr>
<tr>
<td valign="top" align="left">Emodin (<xref ref-type="bibr" rid="B38">Evans et&#xa0;al., 2023</xref>)</td>
<td valign="top" align="left">C57BL/6 female mice</td>
<td valign="top" align="left">Increase the abundance of <italic>Lachnospiraceae x4554</italic>, <italic>Ruminococcaeae</italic>, <italic>Akkermansia</italic> and <italic>Roseburia</italic>.</td>
<td valign="top" align="left">Attenuated cardiac hypertrophy.</td>
</tr>
<tr>
<td valign="top" align="left">Astragaloside IV (<xref ref-type="bibr" rid="B36">Du et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">Increase the abundance of <italic>Akkermansia</italic>, <italic>Defluviitaleaceae_UCG-011</italic>, and <italic>Rikenella</italic>. Decrease the abundance of <italic>Bacteroidetes</italic>.</td>
<td valign="top" align="left">Ameliorated heart tissues inflammatory cell infiltration, myocardial fiber thickening, myocardial necrosis, and myocardial structural disorder.</td>
</tr>
<tr>
<td valign="top" align="left">Probiotics/prebiotics/synbiotics (<xref ref-type="bibr" rid="B58">Hu et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">Wistar rats</td>
<td valign="top" align="left">Alter the abundances of <italic>Ruminococcaceae</italic> and <italic>Lachnospiraceae</italic>.</td>
<td valign="top" align="left">Attenuated cardiac hypertrophy.</td>
</tr>
<tr>
<td valign="top" align="left">Dapagliflozin (<xref ref-type="bibr" rid="B6">Bao et&#xa0;al., 2023</xref>)</td>
<td valign="top" align="left">C57BL/6N male mice</td>
<td valign="top" align="left">Decreased the ratio of <italic>Firmicutes</italic>/<italic>Bacteroidetes</italic>.</td>
<td valign="top" align="left">Reduced inflammation and cardiac fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">FMT (<xref ref-type="bibr" rid="B202">Zhang et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">SD male rats</td>
<td valign="top" align="left">Decrease the ratio of <italic>Firmicutes</italic> to <italic>Bacteroidetes</italic>, and increase the abundance of <italic>Enterobacteriaceae.</italic>
</td>
<td valign="top" align="left">Increase cardiac fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">Myricetin (<xref ref-type="bibr" rid="B206">Zhu et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">Increase the abundance of short-chain fatty acid-producing bacteria involving <italic>Roseburia</italic>, <italic>Faecalibaculum</italic>, and <italic>Bifidobacterium</italic>.</td>
<td valign="top" align="left">Decreasing cardiomyocyte hypertrophy and interstitial fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">Doxorubicin/FMT (<xref ref-type="bibr" rid="B1">An et&#xa0;al., 2021</xref>)</td>
<td valign="top" align="left">C57BL/6J male mice</td>
<td valign="top" align="left">Doxorubicin decreases abundance of <italic>Prevotellaceae_UCG&#x2212;001</italic>, increases the abundance of <italic>Alloprevotella</italic> and <italic>Rikenellaceae_RC9_gut_group</italic>. FMT increased abundance of <italic>Alloprevotella</italic>, <italic>Prevotellaceae_UCG&#x2212;001</italic> and <italic>Rikenellaceae_RC9_gut_group</italic>.</td>
<td valign="top" align="left">Doxorubicin induces cardiac pathological remodeling.<break/>FMT alleviates doxorubicin-induced cardiac fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">KTBA (<xref ref-type="bibr" rid="B186">Xu et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">SD rats</td>
<td valign="top" align="left">Enrich the abundance of <italic>Deltaproteobacteria</italic>, <italic>Desulfovibrionaceae</italic>, and <italic>Desulfovibrionales</italic>.</td>
<td valign="top" align="left">Delays cardiomyocyte hypertrophy and fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">Aged FMT (<xref ref-type="bibr" rid="B187">Xu et&#xa0;al., 2024</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">Decrease the abundance of <italic>Firmicutes</italic>, increase the abundance of <italic>Bacteroidetes</italic> and <italic>Proteobacteria</italic>.</td>
<td valign="top" align="left">promoting myocardial apoptosis, fibrosis and myocardial hypertrophy.</td>
</tr>
<tr>
<td valign="top" align="left">YHJF (<xref ref-type="bibr" rid="B90">Liu et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">Reversed the increase in <italic>Bacteroidetes</italic> and the decrease in <italic>Firmicutes</italic> and <italic>Ruminococcaceae</italic>.</td>
<td valign="top" align="left">Reversal of left ventricle hypertrophy and myocardial fibrosis.</td>
</tr>
<tr>
<td valign="top" align="left">High-salt diet (<xref ref-type="bibr" rid="B81">Li et&#xa0;al., 2022</xref>)</td>
<td valign="top" align="left">C57BL/6J mice</td>
<td valign="top" align="left">Increase the abundance of <italic>Burkholderiales bacterium YL45</italic>, <italic>Lactobacillus johnsonii</italic>, and <italic>Lactobacillus reuteri</italic>.</td>
<td valign="top" align="left">Increased the HW/BW ratio, and cardiac hypertrophy/fibrosis.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>FMT, fecal microbial transplantation; GN, ginseng dingzhi decoction; KTBA, kidney-tonifying blood-activating decoction; YHJF, yiqi-huoxue-jiangzhuo formula; HW, heart weight; BW, body weight.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s6_1">
<label>6.1</label>
<title>Probiotics</title>
<p>The significant contribution of probiotics in maintaining human health and regulating immune function is significant (<xref ref-type="bibr" rid="B173">Wang et&#xa0;al., 2022b</xref>; <xref ref-type="bibr" rid="B26">Cristofori et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B43">Gavzy et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B106">Mazziotta et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B4">Bai et&#xa0;al., 2024</xref>). Clinical trials have demonstrated that individuals with cardiovascular disease can achieve significant improvements in cardiovascular health following approximately 12 weeks of probiotic therapy. Supplementation with <italic>Lactobacillus paracaseis</italic> is effective in controlling low-density lipoprotein cholesterol levels and delaying atherosclerosis progression in hyperlipidemic patients (<xref ref-type="bibr" rid="B73">Khongrum et&#xa0;al., 2023</xref>). In trials of probiotic interventions for coronary heart disease, inflammatory indicators such as LPS, IL-1&#x3b2;, hs-CRP, and TNF-&#x3b1; were significantly decreased in the probiotic group compared to the control group after 12 weeks of probiotic intervention (<xref ref-type="bibr" rid="B111">Moludi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B112">Moludi et&#xa0;al., 2022</xref>).</p>
<p>Several studies have indicated that probiotics can enhance plasma markers indicative of inflammation and oxidative stress in HF, and significantly ameliorate HF-related comorbidities (<xref ref-type="bibr" rid="B71">Karim et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B130">Pourrajab et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B27">Cui et&#xa0;al., 2023</xref>). However, it is important to acknowledge that trials didn&#x2019;t differentiate based on ejection fraction categories. Probiotics can also capable of modulating the metabolite production of gut microbiota (<xref ref-type="bibr" rid="B138">Sadeghi et&#xa0;al., 2023</xref>), which could have a positive impact on HFpEF and its complications. For instance, in obese mice on a high-fat diet, the administration of <italic>Clostridium tyrobutyricum</italic> notably improved gut microbiota dysregulation, increased the production of SCFAs, and reduced the intestinal expression of TNF-&#x3b1;, IL-6, IL-1&#x3b2; (<xref ref-type="bibr" rid="B95">Luo et&#xa0;al., 2024</xref>). Given that obesity is an important comorbidity in HFpEF, and a key factor in the pathogenesis of HFpEF, inflammation plays a central role in its development (<xref ref-type="bibr" rid="B25">Chirinos et&#xa0;al., 2020</xref>). These findings suggest that probiotics may exert beneficial effects on HFpEF by modulating the gut microbiota dysregulation. Further experimental research is needed to confirm these potential benefits.</p>
</sec>
<sec id="s6_2">
<label>6.2</label>
<title>Fecal microbial transplantation</title>
<p>FMT has garnered widespread attention as a therapeutic strategy for restoring gut microbiota ecological balance. Analogous to organ transplantation, FMT is the process of transplanting the fecal microbiota from a healthy donor into the gut of the patients with microbiota-related diseases (<xref ref-type="bibr" rid="B80">Leshem et&#xa0;al., 2019</xref>). The procedure aims to treat conditions by re-establishing a balanced microbial community. FMT has demonstrated the ability to improve atherosclerosis in genetically susceptible mice lacking C1q/TNF-associated protein (<xref ref-type="bibr" rid="B74">Kim et&#xa0;al., 2022</xref>), and it has shown a positive effect on cardiometabolic diseases (<xref ref-type="bibr" rid="B123">Pakmehr A,&#xa0;Mousavi et&#xa0;al., 2024</xref>). The therapeutic effect of FMT treatment may be associated with increased diversity of the gut microbiota in the recipient (<xref ref-type="bibr" rid="B96">Luqman et&#xa0;al., 2024</xref>).</p>
<p>A previous study reported that FMT in obese mice increased circulating butyrate levels (<xref ref-type="bibr" rid="B11">Bonomo et&#xa0;al., 2020</xref>). Recent studies have discovered that FMT from lean mice to obese pre-HFpEF mice augments early cardiac diastolic dysfunction and left ventricular hypertrophy, mechanisms consistent with the effects of butyrate therapy (<xref ref-type="bibr" rid="B54">Hatahet et&#xa0;al., 2023</xref>). Petrick et&#xa0;al. demonstrated that FMT of microorganisms from nitrate-fed mice into mice with cardiac dysfunction led to significant improvements in myocardial remodeling, oxidative stress, glucose intolerance, serum dyslipidemia and cardiac dysfunction. Additionally, this study indicated that cardiac protective effects of nitrates are associated with the remission of intestinal dysbiosis by FMT (<xref ref-type="bibr" rid="B128">Petrick et&#xa0;al., 2023</xref>). These experiments highlight the potential effect of gut microbiota modification to improve outcomes in HFpEF. The current effects demonstrated by FMT in animal trials may provide a novel approach for future clinical research.</p>
</sec>
<sec id="s6_3">
<label>6.3</label>
<title>Others</title>
<p>Prebiotics are non-digestible food ingredient that stimulate microbial growth, maintain a balanced gut ecosystem, thereby contributing to human health through the modulation of gut microbiota composition and function. Non-digestible plant oligosaccharides are the most popular prebiotics (<xref ref-type="bibr" rid="B39">Farias D de et&#xa0;al., 2019</xref>). Many studies have investigated the effects of prebiotics intake, including cellulose, on cardiovascular disease. Evidence suggests that prebiotics can inhibit the inflammatory response in healthy individuals by inducing the production of immunoregulatory molecules and lactic acid by the Bifidobacterium and Lactobacillus genera (<xref ref-type="bibr" rid="B29">Davani-Davari et&#xa0;al., 2019</xref>). Furthermore, dietary involving polysaccharide, flavonoid, and polyphenols can modulate gut microbiota, potentially affecting cardiovascular health (<xref ref-type="bibr" rid="B41">Feng et&#xa0;al., 2022</xref>). These processes may be related to metabolites such as BAs, SCFAs, AAs, etc (<xref ref-type="bibr" rid="B188">Xu and Yang, 2021</xref>).</p>
<p>Exogenous supplementation of gut microbiota metabolites, particularly SCFAs, may be an effective therapeutic strategy for HFpEF. Studies shown that SCFAs supplementation can increase acetic acid levels in the colon, and elevate the relative abundance of beneficial microbes such as <italic>Akkermansia</italic>, <italic>Turicibacter</italic>, <italic>Ruminococcus</italic>, and <italic>Prevotella</italic>, while also enhancing gut barrier function. SCFAs supplementation has been demonstrated to reduce the levels of NLRP3 and IL-1&#x3b2;, promote the IRF4/STAT3 complex and attenuate systemic inflammatory responses (<xref ref-type="bibr" rid="B151">Su et&#xa0;al., 2022</xref>), which may improve HFpEF. However, there is currently a lack of relevant clinical researches, and in light of the safety of approach, the large cohorts of clinical research should be conducted.</p>
</sec>
</sec>
<sec id="s7" sec-type="discussion">
<label>7</label>
<title>Discussion</title>
<p>Advances in research have enhanced our comprehension of HFpEF pathogenesis, especially the hypothesis that gut microbiota dysregulation significantly contributes to HFpEF etiology, which is gaining traction. This article focuses on the gut microbiota-inflammation-HFpEF axis in HFpEF, which has been shown to have a positive impact in relevant studies, and provides new strategies for future treatment of HFpEF. Despite the progress achieved with this strategy, current research on the gut microbiota-inflammation-HFpEF axis remains limited. We should expand large clinical cohort studies and further clinical and basic studies to elucidate potential mechanisms.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>SZ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XZ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. PZ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. WZ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JH: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XJ: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XH: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. XS: Conceptualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. HS: Conceptualization, Funding acquisition, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study was supported by the National Natural Science Foundation of China (82170026), the National Natural Science Foundation of China (31371151), Shaanxi Province Key Project Plan for International Science and Technology Cooperation (2014KW20-01), the Discipline Promotion Project of Xijing Hospital (XJZT24CY05), the Discipline Promotion Project of Xijing Hospital (XJZT24LY13).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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