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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">780730</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2021.780730</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>microRNA-Based Network and Pathway Analysis for Neuropathic Pain in Rodent Models</article-title>
<alt-title alt-title-type="left-running-head">Zheng et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">microRNA Network Analysis for NP</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zheng</surname>
<given-names>Yi-Li</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1496689/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Su</surname>
<given-names>Xuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1496772/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Yu-Meng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1367133/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Jia-Bao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/600723/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Ge</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/750696/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Zheng</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1496742/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Pei-Jie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/641077/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Xue-Qiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1259484/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Sport Rehabilitation</institution>, <institution>Shanghai University of Sport</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>The Second School of Clinical Medical</institution>, <institution>Xuzhou Medical University</institution>, <addr-line>Xuzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Rehabilitation Medicine</institution>, <institution>Ruijin Hospital</institution>, <institution>Shanghai Jiao Tong University School of Medicine</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Rehabilitation Medicine</institution>, <institution>Shanghai Jiao Tong University Affiliated Sixth People&#x2019;s Hospital</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Rehabilitation Medicine</institution>, <institution>Shanghai Shangti Orthopaedic Hospital</institution>, <addr-line>Shanghai</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/572052/overview">Wenbin Guo</ext-link>, The James Hutton Institute, United&#x20;Kingdom</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/408430/overview">Parisa Gazerani</ext-link>, Oslo Metropolitan University, Norway</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/400558/overview">Hung-Chen Wang</ext-link>, Kaohsiung Chang Gung Memorial Hospital, Taiwan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Pei-Jie Chen, <email>chenpeijie@sus.edu.cn</email>; Xue-Qiang Wang, <email>wangxueqiang@sus.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to RNA Networks and Biology, a section of the journal Frontiers in Molecular Biosciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>780730</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>12</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Zheng, Su, Chen, Guo, Song, Yang, Chen and Wang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zheng, Su, Chen, Guo, Song, Yang, Chen and Wang</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>Neuropathic pain (NP) is poorly managed, and in-depth mechanisms of gene transcriptome alterations in NP pathogenesis are not yet fully understood. To determine microRNA-related molecular mechanisms of NP and their transcriptional regulation in NP, PubMed, Embase, Web of Science and CINAHL Complete (EBSCO) were searched from inception to April 2021. Commonly dysregulated miRNAs in NP were assessed. The putative targets of these miRNAs were determined using TargetScan, Funrich, Cytoscape and String database. A total of 133 literatures containing miRNA profiles studies and experimentally verify studies were included. Venn analysis, target gene prediction analysis and functional enrichment analysis indicated several miRNAs (miR-200b-3p, miR-96, miR-182, miR-183, miR-30b, miR-155 and miR-145) and their target genes involved in known relevant pathways for NP. Targets on transient receptor potential channels, voltage-gated sodium channels and voltage-gated calcium channels may be harnessed for pain relief. A further delineation of signal processing and modulation in neuronal ensembles is key to achieving therapeutic success in future studies.</p>
</abstract>
<kwd-group>
<kwd>bioinformatics analysis</kwd>
<kwd>miRNA</kwd>
<kwd>neuropathic pain</kwd>
<kwd>functional enrichment analysis</kwd>
<kwd>biomarker</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Neuropathic pain (NP) is poorly managed and causes by a disease or lesion of the somatosensory nervous system (<xref ref-type="bibr" rid="B10">Cohen and Mao, 2014</xref>), accompanied by metabolic diseases, mechanical trauma or tumor invasion; it concerns various pathophysiological changes within the peripheral and/or central nervous system (<xref ref-type="bibr" rid="B11">Costigan et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B77">Zhang Y. H et&#x20;al., 2021</xref>). A distinctive feature of peripheral neuropathic pain is mechanical allodynia, which is triggered by light touch (<xref ref-type="bibr" rid="B11">Costigan et&#x20;al., 2009</xref>; <xref ref-type="bibr" rid="B33">Liu et&#x20;al., 2018</xref>). A number of rodent NP models that have been established to shape exploration efforts in the pathophysiological mechanisms of NP in the nervous system include the sciatic chronic constriction injury (CCI), spared nerve injury (SNI), spinal nerve ligation (SNL), sciatic nerve transection, diabetic neuropathy and drug-induced neuropathy models. Although human perception of pain is subjective that it cannot be completely duplicated in animal models, tactile allodynia in rodent models is regarded to be a corresponding pattern for neuropathic mechanical hypersensitivity in patients. These models commonly provide a clear picture of cause-effect relationship or particular biomarkers in&#x20;NP.</p>
<p>In recent years, several studies have comprehensively discussed epigenetic modifications have dominated our understanding about activation and suppression of various gene expressions in the persistent and development of NP models (<xref ref-type="bibr" rid="B42">Penas and Navarro, 2018</xref>; <xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B1">An et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B80">Zheng et&#x20;al., 2021</xref>). Unfortunately, in-depth mechanisms of gene transcriptome alterations in NP pathogenesis are not yet fully understood. Our previous study (<xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2019</xref>) have investigated the biological function of microRNAs (miRNAs) in frequently used NP rat model like CCI, SNI and SNL. Although miRNAs are non-coding RNAs containing only 19&#x2013;25 nucleotides and are not directly involved in peptide synthesis, they markedly control biological processes by affecting mRNA stability, as well as protein translation (<xref ref-type="bibr" rid="B34">Lopez-Gonzalez et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B52">Song et&#x20;al., 2020</xref>). Nervous tissues, such as dorsal root ganglia (DRG), spinal cord and prefrontal cortex (PFC), are of considerable concern in terms of the therapeutic potential of miRNAs in NP (<xref ref-type="bibr" rid="B56">Tang et&#x20;al., 2021</xref>). A number of miRNAs, such as miR-183 cluster, miR-155, miR-145, miR-203 and miR-200b/429, are detected in nervous tissues and are involved in NP by affecting neuronal excitability, neuroinflammation, or neuronal plasticity (<xref ref-type="bibr" rid="B21">Hamada et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B43">Peng et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B49">Shi et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B78">Zhang Y et&#x20;al., 2020</xref>). In addition, the dysregulation of certain miRNAs mediates downstream molecular mediator of pain, which contain transient receptor potential receptor channels, purinergic receptors, and voltage-gated sodium and calcium channels (<xref ref-type="bibr" rid="B66">Yan et&#x20;al., 2020a</xref>; <xref ref-type="bibr" rid="B72">Yeh et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B29">Li et&#x20;al., 2021</xref>). Although numerous studies have attempted to provide novel mechanistic insights into the role of miRNAs roles in NP, the entire pain pathway still remains to be elucidated. Hence, we performed comprehensive literature search on the microRNA-related molecular mechanisms of NP, and bioinformatics analysis of their transcriptional regulation. This study may shed light on the enigmatic pathophysiology of&#x20;NP.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Search Strategy</title>
<p>A systematic search was performed in April 2021 on four electronic databases, namely, PubMed, Embase, Web of Science and CINAHL Complete (EBSCO). The terms used for search words included the following: (&#x201c;neuropathic pain&#x201d;, &#x201c;Neuralgia&#x201d;, &#x201c;Nerve pain&#x201d;, &#x201c;sciatica&#x201d;, &#x201c;chronic constriction injury&#x201d;, &#x201c;spinal nerve ligation&#x201d;, &#x201c;spared nerve injury&#x201d;, &#x201c;chronic compression dorsal root ganglion&#x201d;, &#x201c;CCI&#x201d;, &#x201c;SNI&#x201d;, &#x201c;SNL&#x201d; or &#x201c;CCD&#x201d;) and (&#x201c;microRNA&#x201d;, &#x201c;micro-RNA&#x201d;, &#x201c;mir&#x2a;&#x201d;, or &#x201c;miRNA&#x201d;). No language restrictions were employed. The reference lists of all identified articles were examined. Full details of the search strategy for all databases can be found in <xref ref-type="sec" rid="s10">Supplementary Appendix S1</xref>. Subsequently, all search results were imported in EndNote X7 (Thomson Research Soft, Stamford, United&#x20;States). Duplicate items, reviews, abstracts and full texts were removed.</p>
</sec>
<sec id="s2-2">
<title>Inclusion Criteria</title>
<p>Compared with our previous study (<xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2019</xref>), this study focused not only on NP rat model like CCI, SNI and SNL, but also on mouse model, meanwhile, contained drug- and disease-induced neuropathy models. So, several unambiguous inclusion criteria were listed as follows: 1) types of studies: only original articles exploring miRNAs&#x2019; roles in NP through comparison with the rodent models in NP condition and those without NP. Conference abstracts, conference presentations, book chapters, book reviews, case studies, meta-analysis, news items and corrections were excluded; 2) types of animal models: a. mouse or rat models of NP surgical models containing CCI, SNI, SNL, sciatic nerve transection, partial sciatic nerve injury, brachial plexus avulsion and trigeminal neuralgia, b. mouse or rat models of drug-induced NP models, including vincristine, cisplatin, oxaliplatin, bortezomib and taxanes, c. mouse or rat models of disease-induced NP models, including diabetes-induced neuropathy, post-herpetic neuralgia and cancer pain; 3) types of samples: nervous tissues, such as brain, spinal cord, DRG, sciatic nerve, and nervous cells, just like microglia, astrocytes and DRG neurons; and 4) types of measurements: miRNA expression measured in the way of polymerase chain reaction, microarray analysis or TaqMan low density&#x20;array.</p>
</sec>
<sec id="s2-3">
<title>Data Extraction</title>
<p>Data were extracted independently by two authors (Su X and Chen YM). For each included study, the first author&#x2019;s family name, publication year, country, experimental design (e.g., experimental models, region used) and miRNA details (e.g., expression alteration, target genes and functions) were extracted. In case of disagreement, the two authors discussed the issue or consulted a third author (Wang&#x20;XQ).</p>
</sec>
<sec id="s2-4">
<title>Bioinformatics Analysis of miRNAs and Its Targets</title>
<p>Venn diagram analysis showed the number of overlapping genes by Functional Enrichment analysis tool (FunRich v3.1.3; installation package downloaded from <ext-link ext-link-type="uri" xlink:href="http://www.funrich.org/">http://www.funrich.org/</ext-link>). The fold value for dysregulated miRNAs in the matrix table is greater than or equal to 1.5. TargetScan (<ext-link ext-link-type="uri" xlink:href="http://www.targetscan.org/">http://www.targetscan.org/</ext-link>) was used to predict the target genes of miRNAs and further verified the functional specificity of miRNAs. Then, protein-protein interaction (PPI) networks were established to having an integral understanding about the association among the overlapping targets of differentially expressed miRNAs. Additionally, PPI data were achieved from the String database (<ext-link ext-link-type="uri" xlink:href="http://string-db.org/">http://string-db.org/</ext-link>) and imported in Cytoscape v3.7.2 (<xref ref-type="bibr" rid="B47">Shannon et&#x20;al., 2003</xref>) to draw a map. The high confidence score with &#x3e;0.7 was defined to establish PPI network. Gene Ontology (GO) annotation was used to probe the functional roles of putative targets from three aspects, namely, biological process (BP), cellular component (CC) and molecular functions (MF). Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis was conducted to predict the metabolic pathways of gene products. GO analysis and KEGG analysis were performed in DAVID (The Database for Annotation, Visualization and Integrated Discovery; <ext-link ext-link-type="uri" xlink:href="https://david.ncifcrf.gov/">https://david.ncifcrf.gov/</ext-link>). Significantly targeted pathways were identified by Fisher exact test with <italic>p</italic>-value &#x3c;0.05. GraphPad Prism 8.0.1 (GraphPad Software, La Jolla California United&#x20;States, <ext-link ext-link-type="uri" xlink:href="http://www.graphpad.com">http://www.graphpad.com</ext-link>) was used to present the enrichment results.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>We identified 6,653 records from online databases. After duplicate records were removed, 5,288 items remained. Two authors assessed the title and abstract and found that 201 articles were pushed on full-text review. At last, 133 literatures met the eligibility criteria and were included (excluded articles are listed in <xref ref-type="sec" rid="s10">Supplementary Table S1</xref>). Among these included studies, 23 were about miRNA profiles (<xref ref-type="sec" rid="s10">Supplementary Tables S2, S3</xref>), 113 were about miRNA experimental verification and three (<xref ref-type="bibr" rid="B14">Dong et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B35">Lu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B32">Liu L et&#x20;al., 2020</xref>) were both about miRNA profile and experimental verification. Among the 113 miRNA experimental verification articles, 96 are about NP surgical models (<xref ref-type="sec" rid="s10">Supplementary Table S4</xref>), 6 are drug-induced NP models (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>), and 11 are disease-induced NP models (<xref ref-type="sec" rid="s10">Supplementary Table S6</xref>). The flowchart of the study selection procedure is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow chart of the study selection procedure.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g001.tif"/>
</fig>
<sec id="s3-1">
<title>Study Characteristics</title>
<p>Details on the characteristics of articles that met inclusion criteria are shown in <xref ref-type="sec" rid="s10">Supplementary Tables S2&#x2013;S6</xref>. A total of 23 articles examined differential expression of miRNAs in NP rodent model&#x2019;s expression profiling study (<xref ref-type="sec" rid="s10">Supplementary Tables S2, S3</xref>). Among these articles, the quantity of the significantly dysregulated miRNAs ranged from 1 to 59. As of April 2021, there are no expression profiles papers on drug induced NP models, 21 expression profiles papers on NP surgical models and 2 expression profiles papers on drug induced NP models. 34.8% (8/23) of the studies collected DRGs and 43.5% (10/23) collected SDH to examine differentially expressed miRNAs between NP rats/mice and sham group rats/mice. In the latest study (<xref ref-type="bibr" rid="B9">Chen et&#x20;al., 2021</xref>), miRNA changes in DRG after SNI were analyzed by DESeq2 and verified by qRT-PCR. Three miRNAs (miR-351-5p, miR-125a-5p and miR-125b-5p) were significantly down-regulated, whilst no up-regulated miRNA was mentioned.</p>
<p>A total of 113 articles experimentally verified that 91 miRNAs might take part in NP regulation (<xref ref-type="sec" rid="s10">Supplementary Tables S4&#x2013;S6</xref>). Specifically, 96 articles verified 79 miRNAs in NP surgical models (<xref ref-type="sec" rid="s10">Supplementary Table S4</xref>), 6 articles verified 5 miRNAs in drug-induced NP models (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>) and 11 articles verified 11 miRNAs in disease-induced NP models (<xref ref-type="sec" rid="s10">Supplementary Table S6</xref>). The function of these NP-related miRNAs was generally categorized by neuroinflammation, neuronal adaptivity, neuronal excitability, neuronal plasticity, neuronal proliferation, DNA methylation, neuroimmune and GABAergic synapses excitability.</p>
<p>
<xref ref-type="sec" rid="s10">Supplementary Table S4</xref> shows a comparison of the sham-operated group and five NP surgical models, namely, SNL, SNI, CCI, sciatic nerve transection, partial sciatic nerve ligation and CFA-induced prosopalgia. As for tissue analysis, miRNA expression was altered in the nervous tissues and nervous cells. Nervous tissues included DRG, spinal cord, trigeminal ganglions, caudal medulla and sciatic nerve; nervous cells included microglia, DRG neurons and astrocytes. Briefly, 61.5% (59/96) of experimental studies evaluated the miRNA expression in spinal cord, 38.4% (37/96) in DRG, 4.1% (4/96) in sciatic nerve, 2.1% (2/96) in trigeminal ganglions, 1.0% (1/96) in nucleus accumbens, 1.0% (1/96) in caudal medulla and 1.0% (1/96) in sural nerve. Moreover, the expression level of several miRNAs (<xref ref-type="bibr" rid="B25">Jiang et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B57">Tramullas et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B59">Wang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B75">Zhang X et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B82">Zhou et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B54">Sun et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B74">Zhang J et&#x20;al., 2021</xref>) in DRG and the spinal cord were changed. In terms of included studies, 58 miRNAs were down-regulated in the NP process, of which miR-98, miR-96, miR-182, miR-183, miR-7a, miR-30b, miR-206, miR-200b, miR-429, miR-150 and miR-145 were reported two times or more. 26 miRNAs were up-regulated, of which miR-21, miR-155 and miR-195 were reported two times or more. In the down-regulated and up-regulated miRNAs, there were five overlapping genes, namely, miR-23a, miR-142-3p, miR-21-5p, miR-15a and miR-101. Among them, miR-23a expression decreased in SDH (<xref ref-type="bibr" rid="B40">Pan et&#x20;al., 2018</xref>) and increased in DRGs (<xref ref-type="bibr" rid="B79">Zhang Y et&#x20;al., 2021</xref>); miR-142-3p expression decreased in DRGs (<xref ref-type="bibr" rid="B76">Zhang et&#x20;al., 2018</xref>) and increases in the sciatic nerve (<xref ref-type="bibr" rid="B29">Li et&#x20;al., 2021</xref>); miR-21-5p expression decreased in the dorsal spinal cords (<xref ref-type="bibr" rid="B81">Zhong et&#x20;al., 2019</xref>) and increased in DRGs (<xref ref-type="bibr" rid="B50">Simeoli et&#x20;al., 2017</xref>); miR-15a and miR-101 showed contradictory results in the spinal cords and SDH, respectively. <xref ref-type="bibr" rid="B3">Cai et&#x20;al. (2020)</xref> indicated miR-15a was down-regulated in spinal cords, while <xref ref-type="bibr" rid="B28">Li T et&#x20;al. (2019)</xref> indicated miR-15a was up-regulated. <xref ref-type="bibr" rid="B64">Xie et&#x20;al. (2020)</xref> revealed miR-101 was down-regulated in SDH, whilst <xref ref-type="bibr" rid="B45">Qiu et&#x20;al. (2020)</xref> disclosed miR-101 was up-regulated.</p>
<p>Six studies verified that five miRNAs changed in NP induced by chemotherapeutic drugs, such as paclitaxel, oxaliplatin and bortezomib (<xref ref-type="sec" rid="s10">Supplementary Table S5</xref>). SDH and DRGs were collected for measurement. miR-30b-5p (<xref ref-type="bibr" rid="B27">Li L et&#x20;al., 2019</xref>) and miR-141-5p (<xref ref-type="bibr" rid="B73">Zhang and Chen, 2021</xref>) were down-regulated in chemotherapeutic drug-induced NP; miR-500 (<xref ref-type="bibr" rid="B22">Huang et&#x20;al., 2016</xref>), miR-15b (<xref ref-type="bibr" rid="B23">Ito et&#x20;al., 2017</xref>) and miR-155 (<xref ref-type="bibr" rid="B39">Miao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Duan et&#x20;al., 2020</xref>) were up-regulated. NP induced by cancer pain and diabetes are shown in <xref ref-type="sec" rid="s10">Supplementary Table S6</xref>. Four studies showed that three miRNAs were down-regulated (<xref ref-type="bibr" rid="B16">Elramah et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B62">Wu X. P. et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Liu C et&#x20;al., 2020</xref>) (miR-124, miR-329 and miR-300), and 1 miRNA was up-regulated (<xref ref-type="bibr" rid="B19">Gandla et&#x20;al., 2017</xref>) (miR-34c-5p) in NP induced by bone cancer pain; and 7 studies indicated 5&#x20;down-regulated miRNAs (<xref ref-type="bibr" rid="B69">Yang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B18">Feng et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B61">Wu B. et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B67">Yan et&#x20;al., 2020b</xref>; <xref ref-type="bibr" rid="B63">Wu et&#x20;al., 2020</xref>) (miR-190a-5p, miR-146a, miR-193a, miR-145 and miR-590-3p) and 2&#x20;up-regulated miRNAs (<xref ref-type="bibr" rid="B8">Chen et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B6">Chang et&#x20;al., 2020</xref>) (miR-155 and miR-133a-3p) in diabetic neuropathic&#x20;pain.</p>
</sec>
<sec id="s3-2">
<title>Target Prediction and Venn Diagram Analysis</title>
<p>We generated matrix tables catalogized by DRG, spinal cords and brain tissues using FunRich (<ext-link ext-link-type="uri" xlink:href="http://www.funrich.org/">http://www.funrich.org</ext-link>), and utilized array data from <xref ref-type="sec" rid="s10">Supplementary Table S2</xref>. It reveals the percentage and quantity of corporately expressed miRNAs in the expression profiling studies. In the matrix table for spinal cords of surgical NP rodents (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>), miR-365, miR-214 and miR-184 were down-regulated in two or more studies, and miR-21 was up-regulated in two studies. As for brain tissues (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>), miR-200b-3p and miR-182 were down-regulated in two studies, miR-873-5p was up-regulated, whereas none commonly down-regulated nor up-regulated miRNA in DRGs was found (<xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>). According to array data from <xref ref-type="sec" rid="s10">Supplementary Table S3</xref>, Venn diagram was drawn using FunRich. It shows that miR-466i-3p and miR-466g were commonly down-regulated (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). Experimentally verified studies were analyzed, and rodent NP models were divided into surgical, disease-induced and drug-induced NP models. The Venn diagram shows that miR-155 was the only miRNA that was verified in all three types of NP models with up-regulated expression; miR-34c-5p was commonly up-regulated and miR-145 was commonly down-regulated in disease-induced and drug-induced NP models (<xref ref-type="fig" rid="F4">Figure&#x20;4</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Tabular Venn diagram analysis. <bold>(A)</bold> Matrix table analysis for miRNAs expression profiles in spinal cord of NP surgical models. The number and percentage of co-regulated miRNAs were highlighted. Overlapping miRNAs: 2 (4.3%): miR-21, miR-27b; 4 (13.3%): miR-22, miR-377, miR-7a, miR-21; 1 (3.3%): miR-365; 1 (8.3%): miR-214; 1 (2.7%): miR-21; 1 (7.1%): miR-184. <bold>(B)</bold> Matrix table analysis for miRNAs expression profiles in brain of NP surgical models. The number and percentage of co-regulated miRNAs were highlighted. Overlapping miRNAs: 4 (6.6%): miR-132, miR-151-3p, miR-186, miR-204; 2 (10.0%): miR-200b-3p, miR-182; 1 (4.2%): miR-370-5p; 1 (4.0%) left: miR-873-5p; 1 (4.0%) right: miR-205; 1 (1.8%): miR-539.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Matrix table analysis for miRNAs expression profiles of disease-induced NP models. The number and percentage of co-regulated miRNAs were highlighted. The two overlapping miRNAs are miR-466i-3p and miR-466g.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The intersection of experimentally verified miRNAs in three types of rodent NP models. Overlapping miRNAs: 2: miR-34c-5p, miR-145; 1: miR-155.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g004.tif"/>
</fig>
<p>TargetScan was used to predict the miRNAs&#x2019; target genes and then FunRich was used to draw Venn diagrams. There were 225 overlapping target genes in the two down-regulated miRNAs (miR-200b-3p and miR-182), which detected from the cerebral cortex; but none in the three down-regulated miRNAs (miR-365, miR-214 and miR-184), which detected from spinal cords (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref> and <xref ref-type="sec" rid="s10">Supplementary Figure S2</xref>). Analysis of experimentally verified studies of surgical NP indicated that miR-96, miR-182, miR-183, miR-30b and miR-145 were down-regulated both in spinal cords and DRGs. Furthermore, these five miRNAs were reported in at least two experimental studies. The miR-183 cluster comprised miR-96, miR-182 and miR-183. This cluster shared the same sequence homology, so it is reasonable to merge the target genes of miR-96, miR-182 and miR-183 for Venn diagrams analysis. A total of 63 overlapping target genes were present in the miR-183 cluster, miR-30b and miR-145 (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>). Moreover, 13 overlapping target genes were found in three repeatedly verified up-regulated miRNAs (miR-21, miR-155 and miR-195) (<xref ref-type="sec" rid="s10">Supplementary Figure&#x20;S3</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Venn diagram analysis. <bold>(A)</bold> Overlapping target genes of miR-182 and miR-200b in cerebral cortex. These down-regulated genes were showed in <xref ref-type="sec" rid="s10">Supplementary Table S2</xref> and have been observed in more than one studies. <bold>(B)</bold> Overlapping target genes of miR-96, miR-182, miR-183, miR-145 and miR-30b in dorsal root ganglions. These five down-regulated genes were showed in <xref ref-type="sec" rid="s10">Supplementary Table S4</xref> and have been observed in two or more experimentally verified studies. miR-96, miR-182, miR-183 formed miR-183 cluster, so their target genes were combined.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g005.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>PPI Network Analysis</title>
<p>The PPI data of overlapping genes in pain-related nervous tissues were obtained from STRING database, and the interaction networks were constructed using Cytoscape software (v3.7.2). The results of PPI analysis are shown in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref> and <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>. The results showed 94 genes exhibiting interactions in 225 overlapping target genes of miR-200b-3p and miR-182 (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). A total of 17 genes showed interactions in 63 overlapping target genes of miR-183 cluster, miR-30b and miR-145 (<xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>). Each edge in the PPI network represented protein-protein associations. Large sizes and dark colors of edges meant high value of combined scores, otherwise, small sizes and bright colors of edges meant low value of combined scores. As shown in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, muscle and microspikes RAS (Mras) connected with phosphatidylinositol 3-kinase, catalytic, alpha polypeptide (Pik3ca), and cAMP responsive element binding protein 1 (Creb1) connected with E1A Binding Protein P300 (EP300) displayed highest connective score with combined score of 0.997 and 0.996, respectively. In addition, combined score of 0.998 was the highest score in <xref ref-type="sec" rid="s10">Supplementary Figure S4</xref>, which is insulin like Growth factor 1 receptor (Igf1r) connected with insulin receptor substrate 1 (Irs1).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Protein-protein interaction (PPI) analysis. A total of 94 genes exhibited interactions in 225 overlapping target genes of miR-200b-3p and miR-182. Large sizes and dark colors of edges meant high value of combined scores. High confidence score of 0.7 was selected to construction PPI network.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g006.tif"/>
</fig>
<p>Furthermore, the experimentally verified miRNAs in <xref ref-type="sec" rid="s10">Supplementary Table S4</xref> and their corresponding target genes were also mapped (<xref ref-type="fig" rid="F7">Figure&#x20;7</xref>). Four down-regulated miRNAs (miR-96, miR-183, miR-384 and miR-30b) directly targeted Nav1.3. Similarly, four up-regulated miRNAs (miR-19a, miR-221,&#x20;miR-155 and miR-665) and one down-regulated miRNA (miR-30a-3p) directly targeted suppressor of cytokine signaling 1 (SOCS1).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Dysregulated miRNAs-target gene network. The network is based on dysregulated miRNAs and their target genes identified in <xref ref-type="sec" rid="s10">Supplementary Table S4</xref>. Pink in rectangle represent up-regulated miRNAs, purple in rectangle represent down-regulated miRNAs, and blue in ellipse represent target&#x20;genes.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g007.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>Functional Enrichment Analysis</title>
<p>225 overlapping target genes of miR-200b-3p and miR-182 were analyzed. The results of GO analysis consisted of cellular components (e.g., nucleus, GO: 0005634), molecular functions (e.g., protein binding, GO: 0005515), and biological process (e.g., transcription, DNA-templated, GO: 0006351). Overall, 133 GO terms showed significant enrichment (<italic>p</italic>&#x20;&#x3c; 0.05), and the top 10 terms with enrichment score in each aspect are presented in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>. A number of enriched terms relevant to the nervous system included dendrite (GO: 0005634), synapse (GO: 0045202), axon (GO: 0030424), nervous system development (GO: 0007399) and neuron projection (GO: 0043005). Furthermore, KEGG analysis showed 26 pathways showed significant enrichment (<italic>p</italic>&#x20;&#x3c; 0.05), and the top 20 pathways with enrichment score are presented in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>. Many of the enriched pathways were associated with the nervous system, including cholinergic synapse, neurotrophin signaling pathway, dopaminergic synapse, hippo signaling pathway and glutamatergic synapse.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>GO annotation enrichment analysis. The top 10 high enrichment score terms in biological process, cellular components and molecular functions. GO: gene ontology; BP: biological process; CC: cellular components; MF: molecular functions.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>KEGG pathway enrichment analysis. The top 20 enrichment score pathways were showed. KEGG: Kyoto Encyclopedia of Genes and Genomes.</p>
</caption>
<graphic xlink:href="fmolb-08-780730-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>In this study, miRNAs in nervous tissues of NP rodent models were comprehensively analyzed using 23 miRNA profile articles and 113 miRNA experimental verification articles. Compared with the sham-operated group, a total of 91 miRNAs verified by 113 experimental articles were differentially expressed in the NP group. The potential functional specificity of the differentially expressed miRNAs for pain was determined by GO and KEGG pathway analysis. The results suggest that miRNAs served a vital role in NP development and potentially novel strategies for NP management.</p>
<p>NP pathogenesis is complex and remains poorly understood. Regions of DRGs, SDH and anterior cingulate cortex (ACC) form the somatosensory pathway from primary sensory neurons to afferent nerve to central nervous system (CNS) in NP (<xref ref-type="bibr" rid="B20">Guo et&#x20;al., 2019</xref>). DRGs contain most of the body&#x2019;s sensory neurons, and transmitted sensory messages from receptors, such as thermoreceptors and nociceptors, are active participants in the signalling process (<xref ref-type="bibr" rid="B44">Pope et&#x20;al., 2013</xref>). SDH is the relay station of nociceptive stimuli to process somatosensory information and is characterized as an unambiguous laminar structure with a quantity of excitatory and inhibitory interneurons (<xref ref-type="bibr" rid="B41">Peirs and Seal, 2016</xref>). ACC is a dominant cortical area implicated in diverse neurological processes, such as nociception, cognition and emotion and plays a critical role in emotional/aversive component of pain (<xref ref-type="bibr" rid="B58">Tsuda et&#x20;al., 2017</xref>).</p>
<p>Numerous circuits and molecules were identified as potential biomarkers and regulators in NP. The renowned mediators contain the transient receptor potential (TRP) channels (<xref ref-type="bibr" rid="B35">Lu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Miao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Duan et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B73">Zhang and Chen, 2021</xref>), voltage-gated sodium channels (Na<sub>V</sub>s) (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Lin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B48">Shao et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B53">Su et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B4">Cai et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Li L et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B70">Yang et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B67">Yan et&#x20;al., 2020b</xref>; <xref ref-type="bibr" rid="B71">Ye et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B54">Sun et&#x20;al., 2021</xref>), and voltage-gated calcium channels (CaVs) (<xref ref-type="bibr" rid="B17">Favereaux et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B19">Gandla et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B43">Peng et&#x20;al., 2017</xref>). In DRG and SDH, TRP channels act as transducers for selectively activating sensory neurons and conveying diverse kinds of stimuli involving chemical, mechanical, and thermal stimuli. TRP ankyrin 1 (TRPA1) is one of branches of TRP channels contributing to NP. In NP surgical models and drug-induced NP models, TRPA1 is overexpressed and targeted by miR-155 (<xref ref-type="bibr" rid="B39">Miao et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B15">Duan et&#x20;al., 2020</xref>), miR-141-5p (<xref ref-type="bibr" rid="B73">Zhang and Chen, 2021</xref>), mmu-miR-449a (<xref ref-type="bibr" rid="B35">Lu et&#x20;al., 2017</xref>). Ectopic action potential generation is considered to be one of causes of NP formulation. Na<sub>V</sub>s intrinsically contribute to ectopic activity generation (<xref ref-type="bibr" rid="B2">Bannister et&#x20;al., 2020</xref>) and are typically encoded by different subunits, Na<sub>V</sub>1.1-Na<sub>V</sub>1.9. DRG neurons contain the most varied kind of Na<sub>V</sub> subtypes. Among them, Na<sub>V</sub>1.3 (<xref ref-type="bibr" rid="B7">Chen et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B71">Ye et&#x20;al., 2020</xref>), Na<sub>V</sub>1.6 (<xref ref-type="bibr" rid="B27">Li L et&#x20;al., 2019</xref>), Na<sub>V</sub>1.7 (<xref ref-type="bibr" rid="B54">Sun et&#x20;al., 2021</xref>) and Na<sub>V</sub>1.8 (<xref ref-type="bibr" rid="B67">Yan et&#x20;al., 2020b</xref>) are overexpressed in NP and are targeted by miR-96, miR-183, miR-182 and miR-30b. In addition, Sun and colleagues (<xref ref-type="bibr" rid="B54">Sun et&#x20;al., 2021</xref>) demonstrated that miR-96 knockout mice showed thermal and mechanical allodynia. This allodynia was alleviated by intraperitoneal or intrathecal injection of Na<sub>V</sub>1.7 or Na<sub>V</sub>1.8 blockers. SNI-induced suppressed expression of miR-96 in SDH showed negative correlation to overexpression of Na<sub>V</sub>1.7-Na<sub>V</sub>1.9. This dysregulation promotes the NP process, and can be attenuated by intrathecal injection of corresponding Na<sub>V</sub>s blockers. Thus, alternation in the expression of Na<sub>V</sub>s in nerve injury-induced NP might be efficacious for pain relief. Furthermore, increased expression and function of Ca<sub>V</sub>s also caused NP by increasing transmitter release (<xref ref-type="bibr" rid="B12">Davies et&#x20;al., 2007</xref>). Ca<sub>V</sub>s are grouped into two classes, namely, high-voltage activated type and low-voltage activated type (also known as T-type) (<xref ref-type="bibr" rid="B5">Catterall et&#x20;al., 2005</xref>). Apart from T-type Ca<sub>V</sub>s, Ca<sub>V</sub>s have three types of subunits, namely, the &#x3b1;1&#x20;channel-forming subunit, the intracellular <italic>&#x3b2;</italic> subunit and the &#x3b1;2&#x3b4; auxiliary subunit. The &#x3b1;2&#x3b4; auxiliary subunit is composed of two disulfide-bonded polypeptides (&#x3b1;2 and &#x3b4;) (<xref ref-type="bibr" rid="B13">Dolphin, 2018</xref>). Furthermore, Ca<sub>V</sub>1.2 that encodes the &#x3b1;1 subunit of Ca<sub>V</sub>s targeted by miR-103 is upregulated in SNL rats (<xref ref-type="bibr" rid="B17">Favereaux et&#x20;al., 2011</xref>); Ca<sub>V</sub>2.3, which targeted by miR-34c-5p, is downregulated in bone metastatic pain mice (<xref ref-type="bibr" rid="B19">Gandla et&#x20;al., 2017</xref>). Both mRNA and protein levels of the &#x3b1;2&#x3b4;-1 subunit and &#x3b1;2&#x3b4;-2 subunit of Ca<sub>V</sub> are upregulated in SNI mice and are correlated with mechanical allodynia (<xref ref-type="bibr" rid="B43">Peng et&#x20;al., 2017</xref>). The miR-183 cluster (miR-183/96/182) controls over 80% of NP-related genes and scales mechanical allodynia by modulating the &#x3b1;2&#x3b4;-1 subunit and &#x3b1;2&#x3b4;-2 subunit (<xref ref-type="bibr" rid="B43">Peng et&#x20;al., 2017</xref>). Thus, post-injury alteration in &#x3b1;2&#x3b4; expression level, bound with upstream miRNAs dysregulations, provides convincing evidence for potential biomarkers and regulators in NP and therapeutic possibilities of&#x20;Ca<sub>V</sub>s.</p>
<p>Several studies indicated that epigenetic changes, translational modification and post-translational control influence NP development and management. Epigenetic changes are considered to involve histone acetylation and DNA methylation. As such, gene expression is regulated but does not change the coding sequence. DNA methylation likely reduces transcription efficiency, whilst histone acetylation in DNA presents the active transcriptional region (<xref ref-type="bibr" rid="B24">Jenuwein and Allis, 2001</xref>). Methyl-CpG-binding protein 2 (MeCP2), a protein with affinity for methylated DNA and repressing transcription from methylated gene promoter, is vital for neuronal proliferation and embryonic development. Manners et&#x20;al. (<xref ref-type="bibr" rid="B37">Manners et&#x20;al., 2016</xref>) found that SNI caused the redistribution of MeCP2 to methyl-CpG binding domain. Enriched MeCP2 can bind to the miR-126 locus in NP condition and restrain miR-126 transcription. Repressed miR-126 expression contributes to the up-regulation of its two target genes Dnmt1 and Vegfa in SNI mice. DNA methyltransferase 3A (Dnmt3a) was increased in injured DRG. Xu et&#x20;al. (<xref ref-type="bibr" rid="B65">Xu et&#x20;al., 2017</xref>) indicated that SNL-induced miR-143 downregulation is a negative regulator in Dnmt3a expression in DRG. Furthermore, histone deacetylases (HDACs) were implied in the mechanisms of transcriptional regulation, cell cycle progression, neuron degeneration and regulation of neuronal plasticity. Overexpression of HDAC4 alleviated the effects of miR-206-3p on NP (<xref ref-type="bibr" rid="B60">Wen et&#x20;al., 2019</xref>). Overall, miRNA-regulated DNA methylation and histone acetylation may be a potential target for NP therapeutic management. The interactions between transcriptional factors (TFs) and mitogen-activated protein kinases (MAPKs) are also involved in NP. MAPK6&#x20;up-regulation in SDH of CCI rats was deemed to be a direct downstream target gene of miR-26a-5p (<xref ref-type="bibr" rid="B83">Zhu et&#x20;al., 2018</xref>). Suppressed miR-125a-3p contributed to p38 MAPK up-regulation in rat trigeminal ganglions at different time points with prosopalgia (<xref ref-type="bibr" rid="B14">Dong et&#x20;al., 2014</xref>). Inhibition of miR-155 reduces NP during chemotherapeutic bortezomib <italic>via</italic> downstream signals p38-MAPK (<xref ref-type="bibr" rid="B15">Duan et&#x20;al., 2020</xref>). Additionally, in diabetes mellitus rats, miR-133a-3p antagomir administration lightened diabetic NP and down-regulated p38 MAPK (p-p38) phosphorylation (<xref ref-type="bibr" rid="B6">Chang et&#x20;al., 2020</xref>). Hence, pain-related miRNAs and proteins may reveal critical insights into how neurons process incoming stimuli inputs and attempt to create an effective method for low risk of inflammation and NP management.</p>
<p>PPI network analysis may help predicted some target genes to broaden the treatment options for NP in the near future. Mras connected with Pik3ca displayed highest connective score with combined score of 0.997 predicted by PPI network. Mras is a member of the Ras family of small GTPases that impacts mouse embryonic stem cell plasticity and neurogenesis (<xref ref-type="bibr" rid="B38">Mathieu et&#x20;al., 2013</xref>). Pik3ca is usually described as an oncogenic gene and related to PI3K-AKT signaling pathway (<xref ref-type="bibr" rid="B26">Koundouros et&#x20;al., 2020</xref>), which is in line with <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>. Another pair with high combined score of 0.996 is Creb1 and EP300. Creb1 encodes a transcription factor. This protein activity is regulated by protein kinase A (<xref ref-type="bibr" rid="B36">Maekawa et&#x20;al., 2008</xref>) and also related to PI3K-AKT signaling pathway (<xref ref-type="bibr" rid="B46">Rodon et&#x20;al., 2014</xref>). Creb1 was recognized as one of most enriched genes in brain and found to regulate a quite number of downstream genes in NP process (<xref ref-type="bibr" rid="B68">Yan et&#x20;al., 2019</xref>). EP300 is identified as a transcriptional co-activator and is important in the processes of cell proliferation and differentiation (<xref ref-type="bibr" rid="B51">Son et&#x20;al., 2019</xref>). Knockdown of miR-30a-3p in L4-6 spinal dorsal toot increased EP300 level and induced NP (<xref ref-type="bibr" rid="B55">Tan et&#x20;al., 2020</xref>). At present, there is no study targeting Mras and Pik3ca in neuropathic pain. Using Pik3ca inhibitors in NP model may be an initial attempt to ameliorate pain in the near future.</p>
<p>Bioinformatics insights into the potential neurobiological mechanisms correlative of NP were investigated in a comprehensive and systematic literature search framework. This framework provided guidance for literature validation of microRNA regulatory networks inferred from real experimental data. An extensive range of miRNAs was obtained to explore the relationship among their downstream genes <italic>via</italic> network and pathway-based analysis. Based on this analysis, it is helpful to form integrative research strategies from NP mechanisms to treatment. Some limitations still exist in this study. Firstly, a few microRNAs revealed contradictory results in NP process, which may be caused by differences in tissue collection timing, modeling methods and detected tissue region. Secondly, the GRADE system to evaluate level of evidence and Funnel plots for publication assessment are lacking. Although the outcomes deduced from bioinformatic analysis, to some extent, may exist heterogeneity from different study designs, network analysis combined pathway analysis can be more robust for possible false positive results.</p>
<p>In summary, we investigated miRNA expression and their target gene roles in NP. Bioinformatics analysis elucidates that several miRNAs (miR-200b-3p, miR-96, miR-182, miR-183, miR-30b, miR-155 and miR-145) and its target genes are involved in known relevant pathways of NP. Targets on voltage-gated sodium channels may be harnessed for pain relief. As knowledge of molecular, genetic and epigenetic mechanisms about pain specificity and neuron plasticity accrues from rodent models, further delineation of signal processing and modulation in neuronal ensembles is key to achieving therapeutic success in future studies.</p>
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<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization and Methodology, X-QW and P-JC; Investigation, XS, Y-MC and J-BG; Formal analysis: ZY; Writing&#x2014;Original Draft Preparation, Y-LZ; Writing&#x2014;Review and Editing,&#x20;GS.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China (81871844); Shuguang Program supported by Shanghai Education Development Foundation and Shanghai Municipal Education Commission (18SG48); the Shanghai Key Lab of Human Performance (Shanghai University of Sport) (11DZ2261100); The scientific and technological research program of the Shanghai Science and Technology Committee (19080503100); Shanghai Frontiers Science Research Base of Exercise and Metabolic Health.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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="s9">
<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>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmolb.2021.780730/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmolb.2021.780730/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table2.DOCX" id="SM2" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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