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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">780649</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2021.780649</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Targeting Epigenetics and Non-coding RNAs in Myocardial Infarction: From Mechanisms to Therapeutics</article-title>
<alt-title alt-title-type="left-running-head">Chen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Epigenetics in Myocardial Infarction</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Jinhong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1221392/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Zhichao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1454086/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ma</surname>
<given-names>Li</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gao</surname>
<given-names>Shengwei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Huanjie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Can</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Anmin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Baohe</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gu</surname>
<given-names>Xufang</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of TCM, Tianjin University of TCM</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Acupuncture Department, The First Affiliated Hospital of Tianjin University of TCM</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Cardiology, The Second Affiliated Hospital of Tianjin University of TCM</institution>, <addr-line>Tianjin</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1279307/overview">Ping Wang</ext-link>, Tianjin Medical University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/280956/overview">Andrea Caporali</ext-link>, University of Edinburgh, United&#x20;Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1054105/overview">Liang Chen</ext-link>, Chinese Academy of Medical Sciences and Peking Union Medical College, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xufang Gu, <email>l201930131104@yeah.net</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share the first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Epigenomics and Epigenetics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>780649</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Chen, Liu, Ma, Gao, Fu, Wang, Lu, Wang and Gu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Chen, Liu, Ma, Gao, Fu, Wang, Lu, Wang and Gu</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Myocardial infarction (MI) is a complicated pathology triggered by numerous environmental and genetic factors. Understanding the effect of epigenetic regulation mechanisms on the cardiovascular disease would advance the field and promote prophylactic methods targeting epigenetic mechanisms. Genetic screening guides individualised MI therapies and surveillance. The present review reported the latest development on the epigenetic regulation of MI in terms of DNA methylation, histone modifications, and microRNA-dependent MI mechanisms and the novel therapies based on epigenetics.</p>
</abstract>
<kwd-group>
<kwd>epigenetics</kwd>
<kwd>DNA methylation DNA</kwd>
<kwd>histone modifications</kwd>
<kwd>non-coding RNAs rna</kwd>
<kwd>micro-RNA</kwd>
<kwd>cardiovascular</kwd>
<kwd>myocardial infarction</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Myocardial infarction (MI) is a common cause of global morbidity and mortality and has caused nearly half of all deaths across Europe, more than 24 million deaths in the United&#x20;States, and approximately 7&#x2013;18% of the global 1-year mortality (<xref ref-type="bibr" rid="B125">Nichols et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B135">Reed et&#x20;al., 2017</xref>). Atherosclerosis develops in the younger age group and persists for several decades, resulting in MI or other lethal cardiovascular diseases such as heart failure, stroke, and sudden death (<xref ref-type="bibr" rid="B180">Weintraub et&#x20;al., 2011</xref>). Lifestyles changes and effective therapeutic strategies such as diet, abstinence from cigarettes and alcohol, percutaneous coronary intervention, and coronary artery bypass graft resulted in a considerable reduction in MI-induced mortality (<xref ref-type="bibr" rid="B34">Cokkinos and Pantos, 2007</xref>; <xref ref-type="bibr" rid="B125">Nichols et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B189">Xue et&#x20;al., 2021</xref>). Although patients with MI increased, the life expectancy of patients is almost unaffected (<xref ref-type="bibr" rid="B142">Shibata et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B156">Thygesen et&#x20;al., 2018</xref>). A New England Journal of Medicine study reported no evidence comparing an initial invasive strategy to an initial conservative approach to decrease cardiovascular risk or deaths in a median of 3.2&#xa0;years (<xref ref-type="bibr" rid="B117">Maron et&#x20;al., 2020</xref>). Thus, finding novel biomarkers is necessary for early MI detection. Patients with coronary artery disease (CAD) or MI repeatedly exhibited positive family history (<xref ref-type="bibr" rid="B119">Mayer et&#x20;al., 2007</xref>). Familial genetic defects with an autosomal dominant form resulted in MI in humans (<xref ref-type="bibr" rid="B170">Wang et&#x20;al., 2003</xref>). MI is a complex disease involving both environmental and genetic factors and their interactions. Genetic polymorphisms for numerous genes through atherosclerosis, inflammation and thrombogenesis pathways may account for the susceptibility to MI and severe CAD consequences (<xref ref-type="bibr" rid="B27">Chen et&#x20;al., 2007</xref>). With improved resequencing technology, the gene identification and confirmation methodology can be used for reference in CAD. This enables researchers to better quantify CAD risk in early life, formulate more efficient therapeutic approaches, and reduce the individual probability of developing MI (<xref ref-type="bibr" rid="B37">Damani and Topol, 2007</xref>). Genetic linkage studies were performed in both human and animal models to identify these gene polymorphisms. Several genetic association studies have revealed numerous genes and biological pathways (<xref ref-type="bibr" rid="B124">Newton-Cheh and O&#x2019;Donnell, 2004</xref>).</p>
<p>Research work on epigenetics and epigenomics in this field has made remarkable progress and attracted numerous geneticists, molecular biologists, oncologists, and cardiologists. Advancements in epigenetic areas have offered a fresh perspective on human diseases and ushered a new era in genomics by exploring the role of environmental interaction and genetic heritability in disease pathology (<xref ref-type="bibr" rid="B132">Portela and Esteller, 2010</xref>; <xref ref-type="bibr" rid="B17">Cao et&#x20;al., 2014</xref>). The heritability of cardiovascular diseases such as myocardial infarction can vary depending on sex, age, and environmental and lifestyle conditions (<xref ref-type="bibr" rid="B136">Saban et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Dorn and Matkovich, 2015</xref>; <xref ref-type="bibr" rid="B139">Sen et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Cavalli and Heard, 2019</xref>; <xref ref-type="bibr" rid="B6">Asllanaj et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Deegan et&#x20;al., 2021</xref>). Epigenetics is currently a popular biological research area. The term &#x201c;epigenetics&#x201d; generally suggests all genetic variations of gene expression regulation except nucleotide sequence and chromatin organisation depending on DNA sequences (<xref ref-type="bibr" rid="B45">Egger et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B1">Abi Khalil, 2014</xref>). Thus, epigenetic mechanisms related to gene expression regulation are chromatin-based and not involving any DNA sequence changes (<xref ref-type="bibr" rid="B17">Cao et&#x20;al., 2014</xref>). Epigenetic inheritance is a critical mechanism that maintains the dynamic and stable propagation of gene activity states from cells of the last generation to those of the following generation (<xref ref-type="bibr" rid="B81">Kim, 2013</xref>; <xref ref-type="bibr" rid="B1">Abi Khalil, 2014</xref>).</p>
<p>Epigenetic regulatory processes encompass diverse molecular mechanisms such as DNA methylation (DNAm), histone post-translational modifications, and RNA-based mechanisms such as long non-coding RNAs, lncRNAs, and microRNAs (<xref ref-type="bibr" rid="B82">Kim et&#x20;al., 2009</xref>). In several cases, the epigenetic changes reflect responses to environmental and lifestyle factors, resulting in persistent dynamic changes in gene expression that affect the course of cardiovascular disease. Epigenetic regulators have been increasingly targeted in cancer therapeutics. Thus, epigenetic regulatory mechanisms for cancer and CAD must be explored and are significant in the oncology and cardiology fields (<xref ref-type="bibr" rid="B40">Ding et&#x20;al., 2018</xref>). The epigenome expression can fundamentally differ from different cell types, possibly modulating single cell gene expression by organising nuclear architecture in chromosomes, suppressing or promoting transcription factor access to DNA, and regulating gene expression (<xref ref-type="bibr" rid="B168">Wang and Chang, 2018</xref>). Epigenetics dysregulation is considered the cause of many human disorders, such as severe cardiovascular diseases, due to the significance of differential gene regulation in cellular differentiation and application function (<xref ref-type="bibr" rid="B1">Abi Khalil, 2014</xref>; <xref ref-type="bibr" rid="B193">Yang et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B133">Prasher et&#x20;al., 2020</xref>). Through the search of PubMed, we have summarized a large amount of literature related to epigenetics, aiming to gain insight into their potential application in MI (In <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> -Flow Chart). The present review focused on the crucial role of epigenetic regulatory mechanisms in&#x20;MI.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow chart.</p>
</caption>
<graphic xlink:href="fgene-12-780649-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>2 DNA Methylation and MI</title>
<p>Normal DNA methylation, among the central mechanisms regulating gene expression, can decide a severe cardiovascular event (<xref ref-type="bibr" rid="B126">Nurnberg et&#x20;al., 2020</xref>). However, aberrant DNAm with genome-wide hypomethylation and CpG island hypermethylation is also observed in CAD (<xref ref-type="bibr" rid="B14">Breton et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B140">Sharma et&#x20;al., 2014</xref>). The development of epigenetic epidemiology increases the probability to investigate the correlations of genomic coding, modifiable exposures, and disease phenotype manifestations. As a vital epigenetic modification type, DNAm plays a significant role as a potential mechanism of such correlations (<xref ref-type="bibr" rid="B228">Zhong et&#x20;al., 2016</xref>). DNA methylation represents a pre-transcriptional modification that can alter the transcriptional process by adding methyl groups onto specific DNA nucleotides (<xref ref-type="bibr" rid="B112">Ma et&#x20;al., 2014</xref>). The process leads to inactive gene expression because the methyl binding protein binds transcriptional factors and DNA. Hypomethylation is more common in most diseases than hypermethylation (<xref ref-type="bibr" rid="B122">Movassagh et&#x20;al., 2011</xref>). DNAm, together with genetic mechanisms, is crucial for natural evolution and maintenance under specific gene expression patterns among mammals. Simultaneously, it is also dynamic and reversible for the regulating effect of genetic mechanisms (<xref ref-type="bibr" rid="B48">Fardi et&#x20;al., 2018</xref>). DNAm pattern changes and the resulting differentially methylated regions have focused on numerous studies on normal development and disease (<xref ref-type="bibr" rid="B240">Ziller et&#x20;al., 2013</xref>). Several studies report the value of epigenetic processes as disease biomarkers, with multiple studies associating DNAm with clinical events (<xref ref-type="bibr" rid="B108">Locke et&#x20;al., 2019</xref>).</p>
<p>DNAm is the most promising target for accurate diagnosis, prognosis, and treatment (<xref ref-type="bibr" rid="B83">Koch et&#x20;al., 2018</xref>). A lack of DNAm markers has been successfully translated into clinical applications. However, the recent improvements in DNA sequencing and other molecular biomedical science technologies result in DNA methylation-based biomarkers exhibiting colossal potential for transforming the treatment and observation of diseases like MI and cancer (<xref ref-type="bibr" rid="B54">Gallardo-G&#xf3;mez et&#x20;al., 2018</xref>). Several reports reported the role of DNAm in regulating cardiovascular risk factors and myocardial protection in MI, particularly those related to lipid metabolism and myocardial protection against ischaemia (for the detailed description, <xref ref-type="table" rid="T1">Table&#x20;1</xref>). <xref ref-type="bibr" rid="B153">Talens et&#x20;al. (2012)</xref> reported that the risk and developmental components of MI in women are linked to DNA methylation marks at specific loci that were earlier sensitive to prenatal conditions. Aldehyde dehydrogenase 2 (ALDH2) is crucial for protection against myocardial ischaemia. Regulatory T (Treg) cells have been shown to play a protective role in experimental atherosclerosis. Demethylation of the DNA encoding the transcription factor forkhead box P3 (FOXP3) was found to be essential for the stable maintenance of the suppressive properties of Tregs. Lei et&#x20;al. (<xref ref-type="bibr" rid="B80">Jia et&#x20;al., 2013</xref>)demonstrated that reduction in Treg cells is associated with ACS in atherosclerotic patients. Epigenetic suppression of FOXP3 might lead to down-regulation of Treg cells, and in turn increase the risk of ACS. The Notch pathway plays a key role in stimulating mammalian cardiomyocyte proliferation during development and in the early postnatal life; Analysis of Notch-responsive promoters in adult cardiomyocytes showed marks of repressed chromatin and irreversible CpG DNA methylation (<xref ref-type="bibr" rid="B49">Felician et&#x20;al., 2014</xref>). <xref ref-type="bibr" rid="B171">Wang et&#x20;al. (2015)</xref> proved the correlation between aberrant hypermethylation at CpG sites in animal models in ALDH2 promoter upstream sequence and myocardial ischaemia injury that possibly lead to ALDH2 downregulation after MI. The modulative effects of DNAm on cardiac function, carcinogenesis, and recovery after ischaemic injury, thrombosis, and altered endothelial function in patients with MI have also been investigated. DNA methylation significantly changes following MI. The gene expression proves the correlation of cardiac injury-related epigenetic changes with branched-chain amino acid metabolism (<xref ref-type="bibr" rid="B179">Ward-Caviness et&#x20;al., 2018</xref>). Mathias et&#x20;al. (<xref ref-type="bibr" rid="B134">Rask-Andersen et&#x20;al., 2016</xref>) observed more than a hundred significant genes for MI pathogenesis or recovery. Similarly, Farzana et&#x20;al. (<xref ref-type="bibr" rid="B199">Yousuf et&#x20;al., 2020</xref>) reported that hypermethylation of the ABO gene promoter seemingly increases the AMI risk in the hospitalised MI population. Otherwise, gestational diabetes mellitus induced offspring cardiac oxidative stress and DNA hypermethylation, resulting in an epigenetic down-regulation of Sirt1 gene and aberrant development of heart ischemia-sensitive phenotype, which suggests that Sirt 1-mediated signaling is the potential therapeutic target for the heart ischemic disease in offspring (<xref ref-type="bibr" rid="B28">Chen et&#x20;al., 2019</xref>). Not only that, Diabetes increases the vulnerability of STEMI patients to post-MI HF by down-regulating SLN promoter methylation, which further regulates SERCA2a activity via increasing cardiac SLN expression (<xref ref-type="bibr" rid="B107">Liu Z. et&#x20;al., 2020</xref>). Interleukin-6 (IL-6) is implicated in the pathogenesis of coronary heart disease, and IL-6 expression has associated with the level of DNA methylation of its gene promoter. There are two findings suggest that an increase in IL-6 gene expression and its DNA hypomethylation promoter are associated with acute myocardial infarction and CABG surgery patients (<xref ref-type="bibr" rid="B241">Zuo et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B121">Mohammadpanah et&#x20;al., 2020</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The characteristic of DNA methylation in myocardial infarction.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">Year</th>
<th align="center">Nation</th>
<th align="center">Detection method</th>
<th align="center">Species</th>
<th align="center">Gene</th>
<th align="center">Site</th>
<th align="center">MI related functional consequences</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B153">Talens et&#x20;al. (2012)</xref>
</td>
<td align="center">2012</td>
<td align="left">Netherlands</td>
<td align="left">Mass spectrometry</td>
<td align="left">Human</td>
<td align="left">INS&#x3001;GNASAS</td>
<td align="left">Unknown</td>
<td align="left">Reflected a developmental component of MI.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B80">Jia et&#x20;al. (2013)</xref>
</td>
<td align="center">2013</td>
<td align="left">China</td>
<td align="left">PCR</td>
<td align="left">Human</td>
<td align="left">FOXP3</td>
<td align="left">Unknown</td>
<td align="left">Increase the risk of ACS</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B49">Felician et&#x20;al. (2014)</xref>
</td>
<td align="center">2014</td>
<td align="left">Italy</td>
<td align="left">Bisulfite sequencing</td>
<td align="left">Mouse</td>
<td align="left">Notch</td>
<td align="left">Unknown</td>
<td align="left">Expanded the proliferative capacity of neonatal cardiomyocytes</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B171">Wang et&#x20;al. (2015)</xref>
</td>
<td align="center">2015</td>
<td align="left">China</td>
<td align="left">Bisulfite sequencing PCR (BSP)</td>
<td align="left">Mouse</td>
<td align="left">ALDH2</td>
<td align="left">Unknown</td>
<td align="left">Myocardial protection against ischaemia</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B61">Guarrera et&#x20;al. (2015)</xref>
</td>
<td align="center">2015</td>
<td align="left">Italy</td>
<td align="left">Microarray analysis</td>
<td align="left">Human</td>
<td align="left">ZBTB12</td>
<td align="left">Unknown</td>
<td align="left">Angiogenesis and vascular permeability</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B134">Rask-Andersen et&#x20;al. (2016)</xref>
</td>
<td align="center">2016</td>
<td align="left">Sweden</td>
<td align="left">Infinium humanmethylation450 beadchip</td>
<td align="left">Human</td>
<td align="left">196 genes</td>
<td align="left">211&#x20;CpG-sites</td>
<td align="left">Cardiac function, cardiovascular disease, cardiogenesis and recovery after ischaemic injury</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B241">Zuo et&#x20;al. (2016)</xref>
</td>
<td align="center">2016</td>
<td align="left">China</td>
<td rowspan="2" align="left">Bisulfite pyrosequencing</td>
<td rowspan="2" align="left">Human</td>
<td rowspan="2" align="left">IL-6</td>
<td rowspan="2" align="left">3&#x20;CpG-sites</td>
<td rowspan="2" align="left">DNA hypomethylation of IL-6 promoter is associated with the increased risk for CHD</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B121">Mohammadpanah et&#x20;al. (2020)</xref>
</td>
<td align="center">2020</td>
<td align="left">Iran</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B123">Nakatochi et&#x20;al. (2017)</xref>
</td>
<td rowspan="2" align="center">2017</td>
<td rowspan="2" align="left">Japan</td>
<td rowspan="2" align="left">Infinium humanmethylation450 beadchip</td>
<td rowspan="2" align="left">Human</td>
<td align="left">ZFHX3</td>
<td rowspan="2" align="left">cg06642177, cg07786668, cg17218495</td>
<td rowspan="2" align="left">FHX3 belongs to a susceptibility gene for CVD; SMARCA4 is able to affect inhibition of vascular smooth muscle cell proliferation by hydrogen sulfide</td>
</tr>
<tr>
<td align="left">SMARCA4</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B179">Ward-Caviness et&#x20;al. (2018)</xref>
</td>
<td align="center">2018</td>
<td align="left">US</td>
<td align="left">Illumina humanHT-12v3 array</td>
<td align="left">Human</td>
<td align="left">LRP8&#x3001;KCNN1</td>
<td align="left">9&#x20;CpG-sites</td>
<td align="left">Risk factor for MI; reduce ventricular fibrillation and ventricular tachycardia during induced acute myocardial infarction</td>
</tr>
<tr>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B2">Agha et&#x20;al. (2019)</xref>
</td>
<td rowspan="4" align="center">2019</td>
<td rowspan="4" align="left">US</td>
<td rowspan="4" align="left">Illumina infinium 450k microarray</td>
<td rowspan="4" align="left">Human</td>
<td rowspan="4" align="left">ATP2B2, CASR, GUCA1B, HPCAL1, CASR, PTPRN2, CDH23, HPCAL1</td>
<td rowspan="4" align="left">52&#x20;CpG-sites</td>
<td align="left">Calcium regulation</td>
</tr>
<tr>
<td align="left">Serum calcium and serum calcium-related risk of CHD</td>
</tr>
<tr>
<td align="left">Coronary artery calcified plaque</td>
</tr>
<tr>
<td align="left">Kidney function</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B28">Chen et&#x20;al. (2019)</xref>
</td>
<td align="center">2019</td>
<td align="left">United&#x20;States</td>
<td align="left">5-mC DNA ELISA</td>
<td align="left">Mouse</td>
<td align="left">Sirt 1</td>
<td align="left">Unknown</td>
<td align="left">Sirt 1-mediated signaling is the potential therapeutic target for the heart ischemic disease in offspring</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B84">Koseler et&#x20;al. (2020)</xref>
</td>
<td align="center">2020</td>
<td align="left">Turkey</td>
<td align="left">Illumina hiSeq4000</td>
<td align="left">Human</td>
<td align="left">LDAH, APOB, ACSM2A, ACSM5, ACSF3, CES1, CES1P1, AFG3L2, ISCU, SEC14L2, MTTP</td>
<td align="left">Unknown</td>
<td align="left">Cholesterol and lipoprotein metabolism</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B199">Yousuf et&#x20;al. (2020)</xref>
</td>
<td align="center">2020</td>
<td align="left">Pakistan</td>
<td align="left">Methylation-specific polymerase chain reaction</td>
<td align="left">Human</td>
<td align="left">ABO</td>
<td align="left">Unknown</td>
<td align="left">Thrombosis and altered endothelial function</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Sanl&#xe9;s et&#x20;al. (2021)</xref>
</td>
<td rowspan="2" align="center">2021</td>
<td rowspan="2" align="left">Spain</td>
<td rowspan="2" align="left">Infinium methylationEPIC beadchip</td>
<td rowspan="2" align="left">Human</td>
<td rowspan="2" align="left">AHRR, PTCD2, intergenic, MPO</td>
<td align="left">cg05575921cg25769469</td>
<td align="left">The four identified CpGs as predictive biomarkers</td>
</tr>
<tr>
<td align="left">cg21566642cg04988978</td>
<td align="left">1Smoking, lipid metabolism, and inflammation</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Studies have revealed the complementary expression patterns of lipid metabolism, calcium regulation, and methylation of related genes in peripheral blood leucocyte samples of patients with MI (<xref ref-type="bibr" rid="B2">Agha et&#x20;al., 2019</xref>). These CpGs sites and genes stress the correlation of ion regulation, lipid metabolism, and inflammation in the MI biological mechanisms (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Sanl&#xe9;s et&#x20;al., 2021</xref>). Thus, the new DNA methylation sequencing technology can identify potential target sites related to the aberrant epigenetic regulation of MI (<xref ref-type="bibr" rid="B84">Koseler et&#x20;al., 2020</xref>). Additionally, the sites stated by two studies (<xref ref-type="bibr" rid="B61">Guarrera et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B123">Nakatochi et&#x20;al., 2017</xref>) are candidates for further assessment as underlying MI biomarkers. These results exhibited that DNA methylation could be used as a major molecular process linking genetic variations to MI susceptibility.</p>
</sec>
<sec id="s3">
<title>3 Histone Modifications and HDACs in MI</title>
<p>Histone modification is the primary mechanism in epigenetic regulation, including post-transcriptional modifications, and the most common modifications are phosphorylation, acetylation, methylation, and ubiquitination (<xref ref-type="bibr" rid="B157">Tingare et&#x20;al., 2013</xref>). Such post-transcriptional modifications exert vital biological functions on multiple cellular processes such as cell cycle and metabolism control, DNA repair, and gene transcription (<xref ref-type="bibr" rid="B155">Tang and Zhuang, 2019</xref>). Histone deacetylases (HDACs) belonging to transcriptional regulators can serve as a post-translational modifier with different cardiac pathophysiology roles. The basic experiment exhibited that HDAC inhibitors benefit against arrhythmia, MI, cardiac remodelling, hypertension, and fibrosis (<xref ref-type="bibr" rid="B46">Eom and Kook, 2014</xref>). Additionally, HDACs are strongly associated with other vascular disorders such as neointima formation, atherosclerosis, and vascular calcification (<xref ref-type="bibr" rid="B120">McKinsey, 2011</xref>). <xref ref-type="bibr" rid="B216">Zhang L. et&#x20;al. (2018)</xref> reported acute HDAC effects as positive and negative regulators for pathological cardiac remodelling. <xref ref-type="bibr" rid="B166">Wang J.&#x20;et&#x20;al. (2020)</xref> uncovered the histone modification profile in the early stage of MI of mice and proved that the modulation of histone modifications could involve inflammation and angiogenesis through adjusting promoters and super enhancers and joining cardiac remodelling pathological processes.</p>
<p>Additionally, the protective effect and therapeutic potential of HDACs were verified by cardiac disease pathogenesis, including suppressing cardiac fibrosis; enhancing angiogenesis; preventing electrical remodelling; and regulating apoptosis, autophagy, and cell cycle arrest (<xref ref-type="bibr" rid="B33">Chun, 2020</xref>). Studies exhibited that HDAC enzyme suppression has become a potential candidate for decreasing reperfusion impairment (<xref ref-type="bibr" rid="B186">Xie et&#x20;al., 2019</xref>). Ting et&#x20;al. (<xref ref-type="bibr" rid="B227">Zhao et&#x20;al., 2007</xref>) reported the use of trichostatin A (TSA) as an efficient HDAC inhibitor to imitate early pharmacologic preconditioning. TSA significantly improved post-ischaemic ventricular function recovery and reduced infarct size during early and delayed preconditioning.</p>
<p>The vital role of HDACs in CVD was greatly emphasized in the past. However, few studies have focused on the association between MI and HDACs (<xref ref-type="bibr" rid="B25">Chen X. et&#x20;al., 2020</xref>). Several studies described the effect of HDACs on vascular dysfunction and MI. Although HDAC could prevent the pathological process of MI in most cases, some HDACs might exacerbate it. Thus, the present study summarised the mechanism and treatment with HDACs, discussed the use of available medicine, and suggested a direction for future clinical studies. The fundamental mechanisms of HDAC action include induction of cardiomyocyte autophagy, augmentation of cardiac remodelling, enhancement of myocardial repairs, and improvement of myocardial ischaemic injury. HDAC inhibitor prevented post-MI cardiac remodelling and depended upon the recovery of autophagosome processing for cardiac fibroblasts. Both clinical trials and animal studies indicated that the HDAC inhibitor TSA could reverse hypoxia-induced impaired autophagic flux and resulted in a 40% reduction in cell death (<xref ref-type="bibr" rid="B176">Wang Y. et&#x20;al., 2018</xref>). Another anticancer, HDAC inhibitor SAHA decreased the myocardial infarct size in an animal model by autophagic flux induction (<xref ref-type="bibr" rid="B185">Xie et&#x20;al., 2014</xref>). HDAC suppression facilitated cardiac repairs and neovascularisation of the infarcted myocardium. <xref ref-type="bibr" rid="B214">Zhang et&#x20;al. (2012a)</xref> proved that c-kit &#x2b; cardiac stem cell (CSC) preconditioning through HDAC inhibition with trichostatin could substantially increase c-kit &#x2b; CSC-derived myocytes and microvessels and reinforce <italic>in vivo</italic> functional recovery of MI. However, it is still unclear if specific HDAC4 suppression can modulate CSCs to promote myocardial repair and maintain cardiac performance. HDAC inhibition facilitated c-kit &#x2b; CSCs to be differentiated into cardiac lineage commitments <italic>in&#x20;vitro</italic>, whereas HDAC4 overexpression weakened c-kit &#x2b; CSC-derived cardiogenesis (<xref ref-type="bibr" rid="B217">Zhang et&#x20;al., 2014</xref>).</p>
<p>Additionally, some studies reported that gut microbiota possibly affected the post-MI acetylation levels and tissue repair by influencing butyric acid production (<xref ref-type="bibr" rid="B144">Song et&#x20;al., 2021</xref>). These results prove the role of HDAC4 inhibition in promoting CSC-derived cardiac regeneration and improving cardiac function recovery. <xref ref-type="bibr" rid="B218">Zhang et&#x20;al. (2018c)</xref> demonstrated for the first time that transgenic HDAC overexpression is crucial for the regulation of cardiac function and remodelling.</p>
<p>Although HDAC activation could serve as a regulator of cardiac function in MI, activated HDAC overexpression augmented remodelling. Santhosh et&#x20;al. (<xref ref-type="bibr" rid="B115">Mani et&#x20;al., 2015</xref>) proved that HDAC inhibition could stimulate myogenesis and angiogenesis under an incubated embryonic stem cell model. HDAC inhibition prevents cardiac remodelling through the stimulation of endogenous regeneration. Additionally, HDAC inhibition improved post-MI myocardial functional recovery through the prevention of myocardial remodelling and a decrease in myocardial and serum tumour necrosis factor &#x3b1; (<xref ref-type="bibr" rid="B215">Zhang et&#x20;al., 2012b</xref>). Thus, HDAC inhibition maintains cardiac performance and relieves myocardial remodelling through the simulation of endogenous cardiac regeneration. <xref ref-type="bibr" rid="B99">Lin et&#x20;al. (2020)</xref> proved that HDAC inhibition could stimulate proteasome-dependent degradation of HDAC4, which may be related to HDAC4 sumoylation to provoke such protective effects. <xref ref-type="bibr" rid="B42">Du et&#x20;al. (2015)</xref> discovered that HDAC inhibition avoids cell death, promotes cell-viability, and decreases ROS production and apoptosis of cardiomyocytes under exposure to H/R. These studies offer a novel understanding of the molecular mechanism of HDAC inhibition and the potential development of specific HDAC inhibitors as new MI therapies.</p>
</sec>
<sec id="s4">
<title>4&#x20;Non-coding RNAs and MI</title>
<p>Although more than 90% of human genomes cannot encode proteins, they exhibit high transcriptional activity and generate a broad spectrum for non-coding RNAs having regulatory and structural functions (<xref ref-type="bibr" rid="B118">Mattick et&#x20;al., 2010</xref>). MicroRNAs (miRNAs), small interference RNAs (siRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs) exert regulatory functions or diagnostic potential against CVDs (<xref ref-type="bibr" rid="B131">Poller et&#x20;al., 2018</xref>). All non-coding RNAs are MI biomarkers (<xref ref-type="bibr" rid="B162">Wang and Jing, 2018</xref>). The present study also analysed these ncRNAs and associated interactions in regulating cardiomyocyte apoptosis, inflammation, angiogenesis, and fibrosis following the acute setting to understand their potential in acute MI treatment (<xref ref-type="bibr" rid="B65">Guo Y. et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B131">Poller et&#x20;al., 2018</xref>). The present review summarises the latest advances and future applications for non-coding RNAs as MI biomarkers and focuses on the diagnostic value, prognostic potential and therapeutic effect in such RNAs. Several animals and clinical studies demonstrated the diagnostic value, prognostic potential and therapeutic effect for MI associated miRNAs.</p>
<sec id="s4-1">
<title>4.1 miRNAs and MI</title>
<sec id="s4-1-1">
<title>4.1.1 miRNAs as Diagnostic Biomarkers of MI</title>
<p>Despite the difference in sensitivity and accuracy among circulating miRNAs, some new circulating miRNAs containing unique release kinetics can be used as promising candidates for acute MI diagnostic biomarkers. Most of the circulating miRNAs could function as diagnostic biomarkers of acute MI (In <xref ref-type="table" rid="T2">Table2</xref>). In AMI patients, the upper levels of miR-19a (<xref ref-type="bibr" rid="B116">Mansouri and Seyed Mohammadzad, 2020</xref>), miR-22-5p,miR-122-5p (<xref ref-type="bibr" rid="B175">Wang Y. et&#x20;al., 2019</xref>), miR-23b (<xref ref-type="bibr" rid="B211">Zhang J.&#x20;et&#x20;al., 2018</xref>), miR93-5p (<xref ref-type="bibr" rid="B127">O Sullivan et&#x20;al., 2016</xref>), miRNA-124 (<xref ref-type="bibr" rid="B63">Guo ML. et&#x20;al., 2017</xref>), miR-134-5p, miR-186-5p (<xref ref-type="bibr" rid="B167">Wang et&#x20;al., 2016</xref>), miR-139-5p (<xref ref-type="bibr" rid="B163">Wang C. et&#x20;al., 2021</xref>), miR-181a (<xref ref-type="bibr" rid="B235">Zhu et&#x20;al., 2016</xref>),miR-208b, miR-499 (<xref ref-type="bibr" rid="B3">Agiannitopoulos et&#x20;al., 2018</xref>),miR-328, miR-492 (<xref ref-type="bibr" rid="B62">Guo LL. et&#x20;al., 2020</xref>), miR-1291and miR-663b (<xref ref-type="bibr" rid="B129">Peng et&#x20;al., 2014</xref>) were significantly correlated with the increased serum levels of CK-MB and cTnI. On the contrary, the level of miR-99a (<xref ref-type="bibr" rid="B196">Yang SY. et&#x20;al., 2016</xref>), miR-379 (<xref ref-type="bibr" rid="B198">Yi and An, 2018</xref>), miR6718 and miR-4329 (<xref ref-type="bibr" rid="B23">Chen S. et&#x20;al., 2021</xref>) had a negative correlation with cTnI level and CK-MB in the AMI patients. Besides, miR-139-5p inhibited endothelial cell viability of AMI by inhibiting VEGFR-1, and increased miR-139-5p expression in AMI patients has high diagnostic value for AMI screening (<xref ref-type="bibr" rid="B163">Wang C. et&#x20;al., 2021</xref>). Correlation analysis showed that plasma miR-181a was positively correlated with coronary Gensini score and negatively correlated with left ventricular ejection fraction. Relative miR-181a levels in AMI patients were positively correlated with the concentrations of the creatine kinase-MB fraction and cardiac troponin I (<xref ref-type="bibr" rid="B235">Zhu et&#x20;al., 2016</xref>). The over-expression of miR-208a in myocardial infarction tissue and the high levels of this miRNA in the serum, may be involved in the process of myocardial infarction by influencing the cAMP-PKA signaling pathway in myocardial cells (<xref ref-type="bibr" rid="B50">Feng et&#x20;al., 2016</xref>). At the same time, some circulating miRNAs were used for ischaemic risk stratification (<xref ref-type="bibr" rid="B67">He et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B70">Hromadka et&#x20;al., 2021</xref>) prediction of the major adverse cardiovascular events after AMI future occurrence rate of MACE (<xref ref-type="bibr" rid="B106">Liu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B64">Guo X. et&#x20;al., 2020</xref>) or prognostic value of left ventricular (LV) dysfunction and symptoms of heart failure following acute MI (<xref ref-type="bibr" rid="B114">Maciejak et&#x20;al., 2018</xref>). These results verified that constructing a complete network for circulating miRNAs after MI allows rapid MI diagnosis and opens novel therapeutic opportunities of MI, thus providing personalised therapies for patients at MI risk (<xref ref-type="bibr" rid="B162">Wang and Jing, 2018</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The diagnostic value of MI associated miRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">NcRNAs</th>
<th align="center">Research types</th>
<th align="center">Clinical value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B116">Mansouri and Seyed Mohammadzad (2020)</xref>
</td>
<td align="left">miR-19a</td>
<td align="left">Clinical research</td>
<td align="left">The upper levels of miR-19a were significantly correlated with the increased serum levels of CK-MB, CTn I and creatinine</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B175">Wang et&#x20;al. (2019b)</xref>
</td>
<td align="left">miR-22-5p, miR-122-5p</td>
<td align="left">Clinical research</td>
<td align="left">Plasma miR-122-5p levels is significantly elevated in AMI patients, while plasma miR-22-5p levels were significantly decreased. In addition, significant correlations between miR-22-5p and miR-122-5p, miR-122-5p and creatine kinase isoenzyme were detected</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B211">Zhang et&#x20;al. (2018a)</xref>
</td>
<td align="left">miR-23b</td>
<td align="left">Clinical research</td>
<td align="left">Circulating miR-23b as a novel biomarker for early risk stratification after ST-elevation myocardial infarction</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B127">O Sullivan et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-93-5p</td>
<td align="left">Clinical research</td>
<td align="left">It was the strongest predictor for CAD following the adjustment of conventional risk factors, showing underlying diagnostic utility</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B196">Yang et&#x20;al. (2016b)</xref>
</td>
<td align="left">miR-99a</td>
<td align="left">Clinical research</td>
<td align="left">The expression of miR-99a was significantly downregulated in patients with AMI. In the AMI patients, miR-99a level had a negative correlation with cTnI level and CK-MB.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B63">Guo et&#x20;al. (2017a)</xref>
</td>
<td align="left">miR-124</td>
<td align="left">Clinical research</td>
<td align="left">MiRNA-124 expression in experimental group was significantly elevated in peripheral blood of AMI patients</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B167">Wang et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-134-5p</td>
<td align="left">Clinical research</td>
<td align="left">Levels of plasma miR-19b-3p, miR-134-5p and miR-186-5p were significantly increased in early stage of AMI. In addition, all three miRNAs were positively correlated with cTnI</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B163">Wang et&#x20;al. (2021a)</xref>
</td>
<td align="left">miR-139-5p</td>
<td align="left">Clinical research</td>
<td align="left">miR-139-5p inhibits endothelial cell viability of AMI by inhibiting VEGFR-1, and increased miR-139-5p expression in AMI patients has high diagnostic value for AMI screening</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B235">Zhu et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-181a</td>
<td align="left">Clinical research</td>
<td align="left">Relative miR-181a levels in AMI patients were positively correlated with the concentrations of the creatine kinase-MB fraction and cardiac troponin I.And plasma miR-181a was positively correlated with coronary Gensini score and negatively correlated with left ventricular ejection fraction</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B50">Feng et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-208a</td>
<td align="left">Animal experiment</td>
<td align="left">The over-expression of miR-208a in myocardial infarction tissue and the high levels of this miRNA in the serum, may be involved in the process of myocardial infarction by influencing the cAMP-PKA signaling pathway in myocardial cells</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B3">Agiannitopoulos et&#x20;al. (2018)</xref>
</td>
<td align="left">miR-208b</td>
<td rowspan="2" align="center">Clinical research</td>
<td rowspan="2" align="left">miR-208b and miR-499 displayed similar properties with the established AMI biomarker cTnT</td>
</tr>
<tr>
<td align="left">miR-499</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B172">Wang et&#x20;al. (2011)</xref>
</td>
<td align="left">miR-328</td>
<td align="left">Clinical research</td>
<td align="left">There was a correlation between circulating miR-133 or miR-328 levels and cardiac troponin I</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B198">Yi and An, (2018)</xref>
</td>
<td align="left">miR-379</td>
<td align="left">Clinical research</td>
<td align="left">Studies demonstrated the miR-379 was negatively correlated with CK-MB and cTns in study subjects.Function assay <italic>in&#x20;vitro</italic> further indicated miR-379 inhibited cell proliferation and induced cell cycle G0/G1 arrest in VSMCs</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B62">Guo et&#x20;al. (2020a)</xref>
</td>
<td align="left">miR-492</td>
<td align="left">Clinical research</td>
<td align="left">Serum miRNA-499 and miRNA-210 were associated with MI within 3&#xa0;h of symptom onset.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B129">Peng et&#x20;al. (2014)</xref>
</td>
<td align="left">miR-1291</td>
<td align="left">Clinical research</td>
<td align="left">The levels of miR-133, miR-1291 and miR-663b are associated with AMI.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B23">Chen et&#x20;al. (2021a)</xref>
</td>
<td align="left">miR-6718-5p and miR-4329</td>
<td align="left">Clinical research</td>
<td align="left">The expression of miR6718 and miR-4329 in patients with myocardial infarction was significantly lower than that in normal people</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-1-2">
<title>4.1.2 The Prognostic Value of MI Associated miRNAs</title>
<p>The prognosis prediction of myocardial infarction is beneficial to delay the progression of heart failure, reduce the mortality of cardiovascular events, and prolong the survival time of patients. We found that mRNAs could be used not only as an independent factor of cardiovascular risk events, but also as a predictor of the development of myocardial infarction (In <xref ref-type="table" rid="T3">Table&#x20;3</xref>). According to the literature, it has been confirmed that miR-1 (<xref ref-type="bibr" rid="B147">Su et&#x20;al., 2020</xref>), miR-30a-5p (<xref ref-type="bibr" rid="B114">Maciejak et&#x20;al., 2018</xref>), miR-223-3p and miR-126-3p (<xref ref-type="bibr" rid="B70">Hromadka et&#x20;al., 2021</xref>) can be used to predict AMI prognosis after MI. Numerous clinical researches in MI patients identified miR-30e (<xref ref-type="bibr" rid="B146">Su et&#x20;al., 2018</xref>), miR-142 (<xref ref-type="bibr" rid="B64">Guo X. et&#x20;al., 2020</xref>), miR-184 (<xref ref-type="bibr" rid="B106">Liu et&#x20;al., 2017</xref>) and miR-221-3p (<xref ref-type="bibr" rid="B36">Coskunpinar et&#x20;al., 2016</xref>), in particular, as the most significantly changing miRNAs in MI, miR-142 and miR-184 over-expression analysis showed that aberrant their levels effect the future occurrence rate of MACE and the function of cardiovascular. Furthermore, miR-145 (<xref ref-type="bibr" rid="B220">Zhang et&#x20;al., 2017</xref>), miR-155 (<xref ref-type="bibr" rid="B206">Zhang B. et&#x20;al., 2019</xref>) and miR-365 (<xref ref-type="bibr" rid="B181">Wu H.-B. et&#x20;al., 2021</xref>) expression also could be used to assess the severity of the patients with HF and prognosticate cardiac function and the risk to develop heart failure.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>The prognostic value of MI associated miRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">NcRNAs</th>
<th align="center">Clinical value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B147">Su et&#x20;al. (2020)</xref>
</td>
<td align="left">miR-1</td>
<td align="left">miR-1 is an independent risk factor for the prognosis of AMI and can be used to predict AMI prognosis</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B114">Maciejak et&#x20;al. (2018)</xref>
</td>
<td align="left">miR-30a-5p</td>
<td align="left">miR-30a-5p as a prognostic biomarker of left ventricular dysfunction after acute myocardial infarction</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B146">Su et&#x20;al. (2018)</xref>
</td>
<td align="left">miR-30e</td>
<td align="left">Association of miRNA-30e with a no-reflow phenomenon in STEMI patients receiving primary coronary intervention</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B35">Cortez-Dias et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-122-5p/133b</td>
<td align="left">The miR-122-5p/133b ratio is a new prognostic biomarker for the early identification of STEMI patients at a higher risk of developing major adverse events after undergoing PCI intervention</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B70">Hromadka et&#x20;al. (2021)</xref>
</td>
<td align="left">miR-126-3p</td>
<td rowspan="2" align="left">The miR-223-3p and the miR-126-3p are promising independent predictors of thrombotic events and can be used for ischemic risk stratification after AMI.</td>
</tr>
<tr>
<td align="left">miR-223-3p</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B64">Guo et&#x20;al. (2020b)</xref>
</td>
<td align="left">miR-142</td>
<td align="left">Predictor of the major adverse cardiovascular and cerebrovascular events (MACCE) in AMI patients</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B220">Zhang et&#x20;al. (2017)</xref>
</td>
<td align="left">miR-145</td>
<td align="left">Prognosticate cardiac function and the risk to develop heart failure</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B206">Zhang et&#x20;al. (2019a)</xref>
</td>
<td align="left">miR-155</td>
<td align="left">miR-155 expression could be used to assess the severity of the patients with HF.</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B106">Liu et&#x20;al. (2017)</xref>
</td>
<td align="left">miR-184</td>
<td align="left">Related to ventricular remodelling indexes and the future occurrence rate of MACE</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B36">Coskunpinar et&#x20;al. (2016)</xref>
</td>
<td align="left">miR-221-3p</td>
<td align="left">miR-221-3p has a high discriminative value and significant relations with left ventricular systolic function</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B69">Horv&#xe1;th et&#x20;al. (2020)</xref>
</td>
<td align="left">miR-331</td>
<td rowspan="2" align="left">It may be associated with plaque rupture</td>
</tr>
<tr>
<td align="left">miR-151-3p</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B181">Wu et&#x20;al. (2021a)</xref>
</td>
<td align="left">miR-365</td>
<td align="left">Heart failure with reduced ejection fraction following myocardial infarction</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-1-3">
<title>4.1.3 The Therapeutic Application of MI Associated miRNAs</title>
<p>Cardiac injury was accompanied by dynamic changes in the expression of miRNAs (In <xref ref-type="table" rid="T4">Table&#x20;4</xref>). Related studies have successively reported on the therapeutic effect of MI in patients with myocardial infarction. <xref ref-type="bibr" rid="B93">Li S. et&#x20;al. (2018)</xref> found that downregulation of phosphatase and tensin homolog (PTEN), by the PTEN inhibitor bpV, increased miRNA-23a expression and suppressed the Bax/Bcl-2 protein expression ratio, caspase-3 activity level and p53 protein expression. It indicated that the expression of miRNA-23a may regulate AMI through targeting PTEN in patients and <italic>in&#x20;vitro</italic>. Studies (<xref ref-type="bibr" rid="B12">Bonauer et&#x20;al., 2009</xref>) have shown that the miR-17approximately92 cluster is highly expressed in human endothelial cells and that miR-92a, a component of this cluster, controls the growth of new blood vessels. Besides, miR-92a appears to target mRNAs corresponding to several proangiogenic proteins, including the integrin subunit alpha5. It may serve as a valuable therapeutic target in the setting of ischemic disease.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The therapeutic application of MI associated miRNAs.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">NcRNAs</th>
<th align="center">Research types</th>
<th align="center">Therapeutic action</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B93">Li et&#x20;al. (2018b)</xref>
</td>
<td align="left">miR-23a</td>
<td align="left">Clinical research</td>
<td align="left">The expression of miRNA-23a may regulate AMI through targeting PTEN in patients and <italic>in&#x20;vitro</italic>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B233">Zhu et&#x20;al. (2021b)</xref>
</td>
<td align="left">miR-26b</td>
<td align="left">Clinical research</td>
<td align="left">A novel therapeutic target of MI</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B12">Bonauer et&#x20;al. (2009)</xref>
</td>
<td align="left">miR-92a</td>
<td align="left">Animal experiment</td>
<td align="left">As a valuable therapeutic target in the setting of ischaemic disease</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B183">Xiang and Yang, (2020)</xref>
</td>
<td rowspan="2" align="left">miR-135b</td>
<td rowspan="2" align="left">Clinical research</td>
<td rowspan="2" align="left">As a potential therapeutic target in the treatment of MI</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B71">Hu et&#x20;al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B88">Li et&#x20;al. (2018a)</xref>
</td>
<td align="left">miR-144</td>
<td align="left">Animal experiment</td>
<td align="left">As a therapeutic agent after MI</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B8">Bayoumi et&#x20;al. (2017)</xref>
</td>
<td align="left">miR-532</td>
<td align="left">Animal experiment</td>
<td align="left">Be suitable for therapeutic intervention in ischaemic heart disease</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B78">Hui et&#x20;al. (2017)</xref>
</td>
<td align="left">miR-539</td>
<td align="left">Animal experiment</td>
<td align="left">Possibly a potential therapeutic target for myocardial infarction</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In animal and cell experiments, there are three miRNAs have been shown to potentially treat MI, including miR-144, miRNA-532 and miR-539 (<xref ref-type="bibr" rid="B8">Bayoumi et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B78">Hui et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B88">Li J.&#x20;et&#x20;al., 2018</xref>). Interestingly, miR-144 provides potent acute cardioprotection in an ischemia/reperfusion injury model and Intravenous miR-144 has potent effects on post-MI remodeling. MiRNA-532 protects the heart in acute myocardial infarction, and represses prss23, a positive regulator of endothelial-to-mesenchymal transition. Overexpression of miR-539 plays a role in the degree of myocardial infarction. The results of experiments demonstrated an increase in the expression of miR-539 and a decrease in the expression of MEK, which led not only to suppressed proliferation but also to apoptosis and autophagy of H9C2 cells. Although other miRNAs also have been proposed to have anti-myocardial infarction effects, it still needs further experimental verification (<xref ref-type="bibr" rid="B183">Xiang and Yang, 2020</xref>; <xref ref-type="bibr" rid="B233">Zhu et&#x20;al., 2021b</xref>; <xref ref-type="bibr" rid="B71">Hu et&#x20;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s4-2">
<title>4.2 Regulation of Fibrosis in Infarct Regions by MiRNAs</title>
<p>Major processes leading to post-infarction injury and following remodelling responses are controlled by miRNAs. For example, miRNAs may assist or prohibit cardiomyocyte cell necrosis, modulate post-ischaemic neovascularisation, and control cardiac fibrosis (In <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The diagnostic value, prognostic potential and therapeutic effect for MI associated miRNAs. Schematic representation of the activated pathway program in MI. The regulation mechanism of miRNAs networks in MI. (Red and green labels correspond with induced or repressed molecules in MI, respectively).</p>
</caption>
<graphic xlink:href="fgene-12-780649-g002.tif"/>
</fig>
<p>Some non-beneficial miRNAs regulate cardiac fibrosis to promote remodelling. miR-21, miR-22, miR-24, miR-133, miR-181a, and miR-195 can be upregulated in response to MI and are involved in cardiac fibrosis by tumour growth factor-&#x3b2; (TGF-&#x3b2;) signalling pathway (<xref ref-type="bibr" rid="B68">Hong et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B30">Chen et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B202">Yuan et&#x20;al., 2017</xref>, 7; <xref ref-type="bibr" rid="B22">Chen P. et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B200">Yu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B164">Wang DM. et&#x20;al., 2020</xref>). On the other hand, miR-29a, miR-101a, and miR-370 inhibition protect against cardiac injury following MI (<xref ref-type="bibr" rid="B184">Xiao et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B201">Yuan and Gao, 2017</xref>). Similarly, miR-29b-3p degraded the pro-fibrosis effect from TGF-&#x3b2;1 through FOS targeting, which provided a promising therapy for post-MI cardiac fibrosis (<xref ref-type="bibr" rid="B188">Xue et&#x20;al., 2020</xref>). CTGF expression was possibly inhibited by MiR-30a through direct combination with the 3&#x2032;-UTR site of CTGF following MI, reducing collagen generation in myocardia, inhibiting myocardial fibrosis, and improving cardiac function (<xref ref-type="bibr" rid="B21">Chen L. et&#x20;al., 2018</xref>). Yuan et&#x20;al. (<xref ref-type="bibr" rid="B203">Yuan et&#x20;al., 2019</xref>) discovered the involvement of miR-144 in extracellular matrix remodelling after MI, in which its loss results in enhanced myocardial fibrosis and damaged functional recovery. In animal experiments, miR-29b and miR-199b-5p have been inhibited myocardial fibrosis and cardiac hypertrophy by activating the Notch signaling pathway and protected myocardium against myocardial infarction (<xref ref-type="bibr" rid="B44">Duygu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B104">Liu et&#x20;al., 2019</xref>). Additionally, miR-143-3p and miR-494 promoted fibrosis through different signalling pathways such as ERK, JNK, and Wnt pathways (<xref ref-type="bibr" rid="B86">Li C. et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B145">Su et&#x20;al., 2019</xref>). The regulation of these miRNAs can provide novel therapies for&#x20;MI.</p>
</sec>
<sec id="s4-3">
<title>4.3 miRNAs in Cardiomyocyte Apoptosis</title>
<p>The relevant miRNA mechanisms in cardiomyocyte apoptosis are summarised in In <xref ref-type="fig" rid="F2">Figures 2B</xref>. The Wnt/&#x3b2;-catenin and PI3K/AKT pathways constitute two major signalling pathways to inhibit apoptosis, which can be constantly activated by activating the pro-apoptotic pathway following acute MI. Some miRNAs protect cardiomyocytes from apoptosis following acute MI through activation of Wnt/&#x3b2;-catenin and PI3K/AKT pathways and their downstream regulators. MiR-30b-5p participates in myocardial cell proliferation and apoptosis by modulation of the Wnt/&#x3b2;-catenin signalling pathway, possibly providing the new underlying target to diagnose MI in the clinic (<xref ref-type="bibr" rid="B32">Chi et&#x20;al., 2020</xref>). MiR-34a affects myocardial cell apoptosis by regulating the activation and inactivation of the Wnt/&#x3b2;-catenin signalling pathway (<xref ref-type="bibr" rid="B89">Li JH. et&#x20;al., 2019</xref>). The miR-148b inhibition reinforced the antioxidative capacity and myocardial cell survival to inhibit apoptosis by activating the Wnt/&#x3b2;-catenin signalling pathway, improving myocardial I/R injury (<xref ref-type="bibr" rid="B195">Yang et&#x20;al., 2019</xref>). Moreover, miR-154 can activate the Wnt/&#x3b2;-catenin signalling pathway, eventually promoting myocardial apoptosis (<xref ref-type="bibr" rid="B149">Sun HY. et&#x20;al., 2019</xref>). Additionally, miR-23a-5p-PI3K/Akt axis regulated apoptosis in MI. Thus, the new axis was incorporated as an underlying indicator for detecting ischaemic heart disease and therapeutic intervention (<xref ref-type="bibr" rid="B73">Huang J.&#x20;et&#x20;al., 2020</xref>). Furthermore, the apoptosis-associated protein expression levels rose significantly in H9c2 cells transfected with miR-145-5p mimic. MiR-145-5p may inactivate the PI3K/Akt pathway to assist MI cell apoptosis (<xref ref-type="bibr" rid="B77">Huangfu et&#x20;al., 2020</xref>). Other miRNAs can also promote or inhibit myocardial apoptosis after acute MI via different pathways and relevant targets. The miRNA-21 expression experienced upregulation in the serum of elderly patients with acute MI, which suppressed TNF-a caused apoptosis in HCM through activation of the JNK/p38/caspase-3 signalling pathway (<xref ref-type="bibr" rid="B178">Wang Z.-H. et&#x20;al., 2017</xref>). MiR-26a activates the GSK-3&#x3b2; signalling pathway to inhibit myocardial cell apoptosis after acute MI (<xref ref-type="bibr" rid="B109">Lu and Lu, 2020</xref>). MiRNA-145 suppresses myocardial infarction-induced apoptosis through autophagy-related to the Akt3/mTOR signalling pathway <italic>in vivo</italic> and <italic>in&#x20;vitro</italic> (<xref ref-type="bibr" rid="B190">Yan et&#x20;al., 2018</xref>). MiR-214 and miR-203 have abilities to alleviate MI-caused injury on myocardium tissues and reduce mitochondria-mediated apoptosis, which might be a possible mechanism in protecting against AMI injury (<xref ref-type="bibr" rid="B197">Yang X. et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B212">Zhang J.&#x20;et&#x20;al., 2019</xref>). Exosomal miR-338 can inhibit cardiomyocyte apoptosis and improve cardiac function in rats suffering MI by regulating the MAP3K2/JNK signalling pathway (<xref ref-type="bibr" rid="B53">Fu et&#x20;al., 2020</xref>).</p>
<p>Conversely, parts of miRNAs could promote myocardial apoptosis. MiR-96 facilitated acute MI progression by directly targeting XIAP and suppressing XIAP anti-apoptotic function, providing a new therapeutic target to treat acute MI (<xref ref-type="bibr" rid="B165">Wang J.&#x20;et&#x20;al., 2021</xref>). A mice model exhibited an increase in MI by miR-467a-5p through ZEB1 expression regulation (<xref ref-type="bibr" rid="B76">Huang et&#x20;al., 2021</xref>). miR-665 downregulation protected from cardiomyocyte ischaemia/reperfusion injury-induced ROS accumulation and apoptosis by activating Pak1/Akt signalling of MI (<xref ref-type="bibr" rid="B102">Liu C. et&#x20;al., 2020</xref>).</p>
<sec id="s4-3-1">
<title>4.3.1 MiRNAs in Angiogenesis and Endothelial Injury</title>
<p>Numerous clinical studies have attempted to stimulate angiogenesis to combat ischaemic pathologies and tissue injury. These studies have primarily focused on the intra-arterial introduction of a range of angiogenic growth factors such as VEGF (<xref ref-type="bibr" rid="B192">Yang F. et&#x20;al., 2016</xref>), insulin-like growth factor 1 receptor (IGF) (<xref ref-type="bibr" rid="B59">Geng et&#x20;al., 2020</xref>), and HGF (<xref ref-type="bibr" rid="B47">Fan et&#x20;al., 2018</xref>) to promote neovascularisation and tissue perfusion in subjects with MI. Additionally, Liao et&#x20;al. (<xref ref-type="bibr" rid="B98">Liao et&#x20;al., 2021</xref>) observed that cardiac telocyte suppressed cardiac microvascular endothelial cell apoptosis by exosomal miRNA-21-5p-targeted Cdip1 silencing to ameliorate angiogenesis of MI. Another study from China demonstrated that miR-134-5p silencing facilitated myocardial angiogenesis and suppressed myocardial apoptosis through KDM2A upregulation in MI mice (<xref ref-type="bibr" rid="B94">Li X. et&#x20;al., 2020</xref>). MiR-93 may promote angiogenesis and weaken remodelling by inactivating the Hippo/Yap pathway through Lats2 targeting (<xref ref-type="bibr" rid="B113">Ma et&#x20;al., 2020</xref>). Endothelial injury is crucial for numerous physiological processes and is closely related to tissue repair and recovery after an injury caused by pathological conditions (<xref ref-type="bibr" rid="B79">Icli et&#x20;al., 2020</xref>). Cellular and molecular mechanisms can assist the formulation of novel cardiac cell therapies for the functional and structural regeneration of impaired myocardium. (In <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>).</p>
</sec>
<sec id="s4-3-2">
<title>4.3.2 MicroRNAs Regulate Inflammation and Autophagy</title>
<p>Autophagy is a well-organised homeostatic cellular process responsible for removing damaged organelles and intracellular pathogens. Furthermore, it can modulate the innate and adaptive immune systems and suppress gene expression by targeting messenger RNAs for translational repression. The present study summarised the regulation of different non-coding RNAs in autophagy and other mechanisms (In <xref ref-type="fig" rid="F2">Figure&#x20;2D</xref>). Several studies indicated that miRNAs regulate autophagy through different pathways and exhibit a significant influence on MI treatment. <xref ref-type="bibr" rid="B92">Li Q. et&#x20;al. (2020)</xref> referred to MI attenuated by miR-101 induced injury through targeting DDIT4 to modulate autophagy, which implicated miR-101 or DDIT4 as targets for MI. Likewise, miR-126 downregulation will lead to the overactivation of myocardial autophagy induced by Beclin-1, an autophagy-related protein (<xref ref-type="bibr" rid="B141">Shi et&#x20;al., 2020</xref>). MiR-21 suppresses the inflammatory responses in the early phase of MI through targeting KBTBD7 and attenuating MKK3/6 activation of immune cells, thus avoiding excessive scar formation and improving cardiac function (<xref ref-type="bibr" rid="B194">Yang et&#x20;al., 2018</xref>, 7). One study found that miR-26b alleviates inflammatory response and myocardial remodelling in mice with MI by suppressing the MAPK pathway by binding to PTGS2 (<xref ref-type="bibr" rid="B58">Ge et&#x20;al., 2019</xref>). These inflammatory and autophagy miRNAs might be potent therapeutic targets in the setting of&#x20;MI.</p>
</sec>
</sec>
<sec id="s4-4">
<title>4.4 LncRNA/circRNA&#x2013;miRNA-Mediated Interaction</title>
<p>The development of human genome sequencing and annotation technologies has indicated that the human genome comprises numerous non-coding lncRNA regions (<xref ref-type="bibr" rid="B18">Castellanos-Rubio and Ghosh, 2019</xref>). lncRNAs refer to RNA molecules over 200&#xa0;bp in length without protein-coding potential (<xref ref-type="bibr" rid="B9">Beermann et&#x20;al., 2016</xref>). Additionally, the new regulatory mechanism for lncRNA/circRNA, miRNA, and mRNA has aroused concerns (<xref ref-type="bibr" rid="B66">Hansen et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B138">Schmitz et&#x20;al., 2016</xref>). The interaction of lncRNAs and circRNAs with miRNAs influences related mRNA expression. As we know, lncRNAs and circRNAs both contain complementary binding sites to miRNAs and act as endogenous miRNA sponges; miRNAs in turn interact with mRNAs, serving as negative regulators of protein expression. Therefore, LncRNAs and circRNAs function as molecular regulators by determining gene expression.</p>
<p>lncRNAs take up a large proportion of genes that have differential expression in response to different stress stimuli. After being induced, lncRNAs will regulate downstream cellular processes such as feedback regulation for essential stress response proteins (<xref ref-type="bibr" rid="B159">Valadkhan and Valencia-Hip&#xf3;lito, 2016</xref>). Although the significance of lncRNA molecules during various biological processes has been recognised, several details remain unclear. Presently, experiments concerning the functional role of lncRNAs were performed under experimental animal models or by <italic>in&#x20;vitro</italic> assays. Some studies revealed the active role of lncRNAs in cell autophagy (<xref ref-type="bibr" rid="B96">Liang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B209">Zhang and He, 2020</xref>; <xref ref-type="bibr" rid="B90">Li J.&#x20;et&#x20;al., 2021</xref>), apoptosis (<xref ref-type="bibr" rid="B234">Zhu et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B60">Gong et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B207">Zhang D. et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B219">Zhang M. et&#x20;al., 2019</xref>, <xref ref-type="bibr" rid="B223">Zhang Y. et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B231">Zhou et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B74">Huang L. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B97">Liao et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B111">Lv et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B191">Yan et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B222">Zhang Y. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B229">Zhou et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B26">Chen Y. et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B105">Liu et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B232">Zhu et&#x20;al., 2021a</xref>, 1), cardiac fibrosis (<xref ref-type="bibr" rid="B174">Wang X. et&#x20;al., 2018</xref>, 30; <xref ref-type="bibr" rid="B75">Huang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B148">Sun F. et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B210">Zhang JC. et&#x20;al., 2019</xref>, 21; <xref ref-type="bibr" rid="B85">Lang et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B208">Zhang H. et&#x20;al., 2021</xref>, 155&#x2013;5), cardiac remodelling (<xref ref-type="bibr" rid="B101">Liu B. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B205">Zhang B.f. et&#x20;al., 2020</xref>), inflammation, and angiogenesis (<xref ref-type="bibr" rid="B29">Chen ZL. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B225">Zhao et&#x20;al., 2020</xref>) (In <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>LncRNA/circRNA&#x2013;miRNA-mediated interaction. (LncRNAs/circRNAs interact with miRNAs to modulate cardiomyocyte apoptosis, cardiac fibrosis, anglognesis, immunity and autophagy. Pro-factor lncRNAs/circRNAs are marked in blue. Anti-factor lncRNAs/circRNAs are marked in red.) (The left side of the dashed line represents circRNA, and the right side represents LncRNA).</p>
</caption>
<graphic xlink:href="fgene-12-780649-g003.tif"/>
</fig>
<p>Further research on the role of lncRNA in MI and cardiovascular events can deepen the understanding of the lncRNA network, contributing to the regulation of gene expression changes underlying MI, and assist the development of specific therapies based on the interference of miRNAs and lncRNA vital to&#x20;MI.</p>
</sec>
<sec id="s4-5">
<title>4.5 CircRNAs and MI</title>
<p>CirRNAs are crucial for the physiology and pathology of biological systems and are involved in disease development. CircRNAs refer to a type of non-coding RNAs with higher stability than linear RNAs because they form a covalently closed continual loop with resistance against RNase R activity (<xref ref-type="bibr" rid="B56">Gao et&#x20;al., 2015</xref>). Non-coding RNAs were optimal regulators of the cardiovascular system, and circRNAs were associated with CVDs (<xref ref-type="bibr" rid="B173">Wang W. et&#x20;al., 2019</xref>).</p>
<p>Under component derivation, circRNAs can be usually classified into three categories, namely exon-derived circRNA (ecircRNA), lariat intron-derived circRNA (ciRNA), and exon-derived circRNA with retained introns (EIciRNA) (<xref ref-type="bibr" rid="B95">Li et&#x20;al., 2015</xref>). Most known circRNAs originate from exons (<xref ref-type="bibr" rid="B10">Bei et&#x20;al., 2018</xref>). CircRNAs maintain high stability and are abundantly expressed, making them better biomarkers relative to linear RNAs (<xref ref-type="bibr" rid="B230">Zhou et&#x20;al., 2018</xref>). Simultaneously, with progress in bioinformatics and high-throughput sequencing technology, circRNAs have become a research direction for multiple biological functions and provide novel diagnostic methods and therapies for CVDs (<xref ref-type="bibr" rid="B150">Sun J.-Y. et&#x20;al., 2020</xref>).</p>
<p>The present study addresses the regulatory role and functions of circRNAs, discusses the latest studies, and investigates the role and the regulatory mechanism of circRNAs in MI. Moreover, the roles of circRNAs in multiple MI such as myocardial apoptosis (<xref ref-type="bibr" rid="B169">Wang K. et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Cai et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B20">Chai et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B103">Liu X. et&#x20;al., 2020</xref>, 29; <xref ref-type="bibr" rid="B177">Wang Y. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B204">Zhai et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B24">Chen T.-P. et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B182">Wu Y. et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B213">Zhang J.&#x20;et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B224">Zhao B. et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B238">Zhu Y. et&#x20;al., 2021</xref>), autophagy regulation, inflammatory response (<xref ref-type="bibr" rid="B72">Hu et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B239">Zhu Y. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B11">Bian et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B16">Cai et&#x20;al., 2021</xref>, 3), improvement of fibrosis (<xref ref-type="bibr" rid="B237">Zhu et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B87">Li F. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B151">Sun L.y. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B143">Si et&#x20;al., 2020</xref>), and effects of ventricular remodelling (<xref ref-type="bibr" rid="B57">Garikipati et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Cheng et&#x20;al., 2020</xref>) (<xref ref-type="bibr" rid="B55">Gao et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B221">Zhang M. et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B154">Tan et&#x20;al., 2021</xref>, 4; <xref ref-type="bibr" rid="B226">Zhao Q. et&#x20;al., 2021</xref>) have been summarised (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). circRNAs mediate the fundamental physiological and pathological MI processes. Furthermore, since their dynamic changes can exhibit various disease stages, they are defined as ideal biomarkers. Thus, the present study also summed up the latest development of the role of circRNAs in MI and for convenience of reference.</p>
</sec>
</sec>
<sec id="s5">
<title>5 The New Techniques and Target Drugs of MI in Epigenetics</title>
<p>The advent of high throughput epigenome mapping technologies has ushered in a new era of multi-omics where powerful tools can now delineate and record different layers of genomic output. Epigenetics play a central role in the regulation of many important biological processes. Despite significant technological advances for epigenetic profiling, there is still a need for a systematic understanding of how epigenetics shapes biological pathway, and disease pathogenesis (<xref ref-type="bibr" rid="B4">Angarica and Del Sol, 2017</xref>). DNA methylation and histone modifications and numerous techniques had been invented to analyze epigenetic processes not only at the level of specific genes, but also to analyze epigenetic changes that occur in defined regions of the genome as well as genome-wide. These technologies that are currently driving the field of epigenetics will greatly facilitate continued expansion of this exponentially growing discipline of genetics. A major breakthrough in the analysis of DNA methylation occurred with the development of bisulfite methylation sequencing (<xref ref-type="bibr" rid="B168">Wang and Chang, 2018</xref>). It used to be a gold-standard for detection of DNA methylation largely because it allows identification of 5-methylcytosine. This leading method of DNA methylation analysis has led to numerous subsequent methods such as Methylation Specific PCR and so on. Many proteins interact with RNA to modulate RNA-based epigenetic processes. Reaserches usually used the tools available to detect direct and indirect interactions between specific proteins and RNA <italic>in vivo</italic>. This is best achieved through the RNA immunoprecipitation technique (RIP). The uses of the RIP technique are vast and may be applied to epigenetics to help unravel the increasingly appreciated role of RNA in epigenetic processes (<xref ref-type="bibr" rid="B158">Tollefsbol, 2011</xref>). Beside, with the rapid development of technology, a number of epigenetic tests have emerged, such as Infinium Methylation450/850 BeadChips (450/850K), Methylated DNA immunoprecipitation-sequencing (MeDIP-Seq), Methylation-specificPCR (MSP),Pyrosequencing; Reduced representation bisulfite sequencing (RRBS), EWAS and so on (<xref ref-type="bibr" rid="B51">Feng and Lou, 2019</xref>). Researches should strictly choose appropriate detection methods according to the research direction. The availability of ultra-deep sequencing of genomic will transform the medical in analysis of the causes of disease, development of new drugs and diagnostics fields in the near future (<xref ref-type="bibr" rid="B128">Pareek et&#x20;al., 2011</xref>).</p>
<p>DNA methylation, histone modification, nucleosome remodeling, and RNA-mediated targeting regulate many biological processes that are fundamental to the genesis of cancer. Along with the promising clinical and preclinical results seen with epigenetic drugs against chromatin regulators, signifies that it is the central role of epigenetics in cancer (<xref ref-type="bibr" rid="B38">Dawson and Kouzarides, 2012</xref>). Most of the drug research and development carried out from the perspective of epigenetics are related to tumors (<xref ref-type="bibr" rid="B5">Asano, 2020</xref>). At the same time, dietary intake has also presented significant influence on human health and disease development and nutritional modifications have proven important in prevention, but also the treatment of disease (<xref ref-type="bibr" rid="B110">Lundstrom, 2019</xref>). There are many epigenetic drugs have been identified in the past decade that effectively prevented or treated atherosclerosis and myocardial ischemia in several translational animal models, raising the possibility to combat coronary heart disease by targeting epigenetic processes also in humans. We have summarized several epigenetic therapy agents and strategies that may be associated with myocardial infarction by searching published reviews, including DNMT inhibitors, TET2 activators, Histone deacetylase inhibitors (<xref ref-type="bibr" rid="B130">Pickell et&#x20;al., 2020</xref>), Sirtuin activating compounds, EZH2 inhibitors, BET inhibitor and other target epigenetic processes in atherosclerosis and associated vascular diseases (<xref ref-type="bibr" rid="B137">Schiano et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B160">Voelter-Mahlknecht, 2016</xref>; <xref ref-type="bibr" rid="B187">Xu et&#x20;al., 2019</xref>). Interestingly, some dietary compounds, including polyphenols, cocoa, and folic acid, can modulate DNA methylation status, whereas statins may promote epigenetic-based control in CVD prevention through histone modifications (<xref ref-type="bibr" rid="B160">Voelter-Mahlknecht, 2016</xref>). Unfortunately, according to our knowledge, no epigenetically active agents or drugs targeting histone acetylation and/or methylation have thus far entered clinical trials for MI, nor have any of the latter been approved by the US Food and Drug Administration. The complex relationship between epigenetic regulation and MI development clearly demands further studies (<xref ref-type="bibr" rid="B160">Voelter-Mahlknecht, 2016</xref>).</p>
</sec>
<sec id="s6">
<title>6 Conclusion and Perspectives</title>
<p>MI exhibits the maximum morbidity, mortality, and effect on life quality among CVDs worldwide. Considerable progress has been attained in the discovery of MI genetic bases. Though the prospects entailed by understanding and controlling transcription through studies on histone and DNA modifications has received extensive attention, the reading of histone marks once placed shouldn&#x2019;t been ignored in. executing gene expression, including bromodomain extra-terminal ((BET) (<xref ref-type="bibr" rid="B13">Borck et&#x20;al., 2020</xref>). Some studies suggest that BET-containing family of epigenetic reader proteins, including BRD2, BRD3, BRD4 and the testis-restricted BRDT, provides a robust example of how epigenetic reader proteins can orchestrate transcriptional programs, provide new insight into mechanism of action and regulating effect and offer potentially novel therapeutic strategies in cardiovascular (<xref ref-type="bibr" rid="B100">Lin and Du, 2020</xref>; <xref ref-type="bibr" rid="B91">Li L. et&#x20;al., 2021</xref>). Inhibition of BET epigenetic reader proteins might thus represent a promising therapeutic strategy to prevent adverse vascular remodelling (<xref ref-type="bibr" rid="B43">Dutzmann et&#x20;al., 2021</xref>). BRD4, as a BET family member, plays an important role in critical biological processes. WU et&#x20;al. found that BRD4 expression was up-regulated in human and mouse hypertrophied hearts, and importantly these effects were modulated by reactive oxygen species generation (<xref ref-type="bibr" rid="B236">Zhu W. et&#x20;al., 2020</xref>). In one study, it has been reported that BETs are critical effectors of pathologic cardiac remodeling via their ability to co-activate defined stress-induced transcriptional programs in the heart (<xref ref-type="bibr" rid="B7">Auguste et&#x20;al., 2020</xref>). Taken together, with the in-depth study of epigenetics, the secrets of related mechanisms will gradually be revealed.</p>
<p>The research on MI genetics contributes to early detection and the ability to provide personalised medical care. The MI pathophysiology would be progressively deciphered, demonstrating that genetics and epigenetics expedited MI onset and progression, enriching candidate methods (<xref ref-type="bibr" rid="B123">Nakatochi et&#x20;al., 2017</xref>). Interactions between the genetic, epigenetic, and environmental factors constitute the critical factors of MI onset. The emergence of new genetic methods such as genome wide association analyses (GWAS) avoided some of these restrictions. GWAS analyses have exhibited that although different nationalities have different susceptibility genes and degrees of MI, multiple crucial loci have been identified for MI by GWAS (<xref ref-type="bibr" rid="B152">Takeuchi et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B161">Wakil et&#x20;al., 2016</xref>). Epigenetic studies in cardiovascular medicine will improve our understanding of the molecular pathogenesis of MI and most importantly, facilitate novel biomarker identification, improved disease prevention, and new therapeutic strategies in managing MI. Future research should clarify how epigenetic mechanisms affect the MI process and prognosis to identify new drug targets and therapeutic strategies for MI. Although there is no specific drug for the epigenetic action of MI in clinic, currently available therapies, such as those using statins to promote epigenetic-based control in cardiovascular disease prevention through histone modifications, are already moving towards an exploitation of these mechanisms.</p>
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</body>
<back>
<sec id="s7">
<title>Author Contributions</title>
<p>JC and ZL wrote the manuscript with support from XG and BW. LM and SG handled the reference resource. HF, AL, and CW realized tables and images. All authors read, provided feedback, and approved the final protocol manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>The research was funded by the National Natural Sciences Foundation of China (Project No. 81873149).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<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 sec-type="disclaimer" id="s10">
<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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