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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">926717</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2022.926717</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Outcomes of Sodium-Glucose Co-transporter 2 Inhibitors (SGLT2I) on Diabetes-Associated Neuropathy: A Systematic Review and meta-Analysis</article-title>
<alt-title alt-title-type="left-running-head">Kandeel</alt-title>
<alt-title alt-title-type="right-running-head">SGLT2 Inhibitors in Diabetic Neuropathy</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kandeel</surname>
<given-names>Mahmoud</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1184999/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biomedical Sciences</institution>, <institution>College of Veterinary Medicine</institution>, <institution>King Faisal University</institution>, <addr-line>Al-Hofuf</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pharmacology</institution>, <institution>Faculty of Veterinary Medicine</institution>, <institution>Kafrelshikh University</institution>, <addr-line>Kafrelshikh</addr-line>, <country>Egypt</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/1043943/overview">Pasquale Paolisso</ext-link>, University of Naples Federico II, Italy</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/1105502/overview">Giuseppe Signoriello</ext-link>, University of Campania Luigi Vanvitelli, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/667844/overview">Annamaria Mascolo</ext-link>, Second University of Naples, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mahmoud Kandeel, <email>mkandeel@kfu.edu.sa</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Drugs Outcomes Research and Policies, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>926717</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Kandeel.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Kandeel</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Diabetes mellitus (DM) is one of the leading causes of morbidity and mortality worldwide. DM patients with diabetic neuropathy (DN) usually present with distal pain, sensorimotor polyneuropathy, postural hypotension, or erectile dysfunction. They also may present with other nerve pathologies such as inflammatory neuropathies and carpal tunnel syndrome. We conducted a systematic review and meta-analysis to assess the benefits of using sodium&#x2013;glucose co-transporter-2 inhibitors (SGLT2Is) to manage DN. An extensive systematic literature review was conducted to include all articles published up to 24 February 2022. All clinical studies included patients with DM and reported the outcomes of SGLT2I on diabetes-associated neuropathy. Six studies were identified for meta-analysis, including a total of 5312 diabetic patients. The average age of the included patients ranged from 41 to 74&#xa0;years and 34&#x2013;73&#xa0;years in the SGLT2I treatment and control groups, respectively. SGLT2I moderately improved the manifestations of diabetic peripheral neuropathy events and nerve conduction velocity. Furthermore, the SGLT2I treatment group had a statistically significant higher mean heart-to-mediastinum ratio (MD 0.41; 95% 0.17, 0.64; <italic>p</italic> &#x3d; 0.0006). However, the mean heart rates (MD &#x2212;4.51; 95% &#x2212;10.05, 1.04; <italic>p</italic> &#x3d; 0.11) and wash out rates (MD 2.13; 95% &#x2212;8.48, 12.75; <italic>p</italic> &#x3d; 0.69) were not significantly different between the two groups. SGLT2Is could therefore be considered neuroprotective in patients with DN, possibly by considerably increasing the sensory and motor nerve conduction velocity, improving the clinical manifestations of DPN, and reducing sympathetic nervous system activity.</p>
<p>
<bold>Systematic Review Registration:</bold> <ext-link ext-link-type="uri" xlink:href="http://dx.doi.org/http://www.crd.york.ac.uk/prospero/">http://www.crd.york.ac.uk/prospero/</ext-link>, identifier CRD42022312828</p>
</abstract>
<kwd-group>
<kwd>peripheral neuropathy</kwd>
<kwd>diabetes</kwd>
<kwd>SGLT2I</kwd>
<kwd>meta-analysis</kwd>
<kwd>dapagliflozin</kwd>
</kwd-group>
<contract-sponsor id="cn001">Deanship of Scientific Research, King Faisal University<named-content content-type="fundref-id">10.13039/501100004686</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Diabetes mellitus (DM) leads to considerable global morbidity and mortality. The current worldwide prevalence of DM is approximately 11%, expected to increase to 13% by 2045. The disease is especially prevalent in North Africa and the Middle East (<xref ref-type="bibr" rid="B31">Saeedi et al., 2019</xref>). DM is associated with microvascular (peripheral vascular disease, cardiovascular disease, and stroke) and macrovascular (diabetic neuropathy [DN], nephropathy, and oculopathy) complications. The most common microvascular complication is DN, which develops in approximately 50% of diabetic patients (<xref ref-type="bibr" rid="B40">Zimmet, 2017</xref>; <xref ref-type="bibr" rid="B13">IDF, 2019</xref>). DM is characterized by peripheral insulin resistance (due to hyperglycemia) followed by compensatory hyperinsulinemia, leading to mitochondrial dysfunction, increased inflammation, endoplasmic reticulum stress, and altered energy metabolism. The same disturbances occur in some neurological disorders, leading to functional alterations in neurons and cell death (<xref ref-type="bibr" rid="B28">Pugazhenthi et al., 2017</xref>). Patients with DN usually present with distal pain, sensorimotor polyneuropathy, postural hypotension, or erectile dysfunction. They also may present with other nerve pathologies such as inflammatory neuropathies and carpal tunnel syndrome (<xref ref-type="bibr" rid="B27">Pop-Busui et al., 2017</xref>). DN impairs the patient&#x2019;s quality of life by increasing the risk of foot ulcers, falls, and fractures, highlighting the need for drugs that prevent and control the condition (<xref ref-type="bibr" rid="B2">Boulton, 2014</xref>).</p>
<p>Antidiabetic medications have a significant role in controlling DM and preventing complications. These drugs might positively improve brain cell metabolism, which is thought to be of clinical importance for patients with DM-associated neurological disorders. In recent years, research has led to the considerable progression of antidiabetic drugs, including glucagon-like peptide-1 receptor agonists, dipeptidyl peptidase-4 inhibitors, and sodium&#x2013;glucose co-transporter-2 inhibitors (SGLT2Is). These drugs can reduce glycated hemoglobin, do not promote hypoglycemia, and can cause weight loss. SGLT2Is reduce plasma glucose by inhibiting the reabsorption of glucose from the kidney regardless of cell mass or function, inducing glucosuria. Glucose loss in urine results in negative energy balance and weight loss, and the corresponding inhibition of sodium absorption in the proximal tubules decreases blood pressure (<xref ref-type="bibr" rid="B37">Vasilakou et al., 2013</xref>). SGLT2Is exert an insulin-independent hypoglycemic effect that can reduce blood glucose even with decreased insulin secretory capacity. This mechanism improves insulin resistance, decreases glucose toxicity, and enhances pancreatic cell function. SGLT2Is also improve mitochondrial function and insulin signaling in the brain and prevent cognitive decline by protecting synaptic plasticity. Furthermore, by elevating blood ketone bodies, SGLT2Is modulate the pathological pathway in neurodegenerative diseases (<xref ref-type="bibr" rid="B30">Sa-Nguanmoo et al., 2017</xref>; <xref ref-type="bibr" rid="B39">Wici&#x144;ski et al., 2020</xref>; <xref ref-type="bibr" rid="B34">Sim et al., 2021</xref>).</p>
<p>Treating DN has been a significant challenge, even though various antidiabetic drugs have been proposed to control hyperglycemic status and diabetic complications. Moreover, although the additional metabolic benefits of SGLT2Is have encouraged ongoing clinical evaluation of these inhibitors for DN treatment (<xref ref-type="bibr" rid="B7">Donnan et al., 2019</xref>; <xref ref-type="bibr" rid="B4">Caparrotta et al., 2021</xref>), the body of available data has not been previously systematically reviewed. In our preliminary literature review, we found that most of the relevant studies were not designed to compare the short-term and long-term outcomes of SGLT2I administration for diabetic patients with neuropathy. The many limitations of these studies included convenience sample bias, heterogeneity, variable study endpoints, and inconsistent follow-up periods. These limitations resulted in inconsistent data, making it difficult to draw firm conclusions from the available evidence. Therefore, we conducted a systematic review and meta-analysis to reveal the beneficial role of SGLT2Is in treating DN patients. Knowledge of these benefits could help healthcare providers offer effective DN interventions.</p>
</sec>
<sec id="s2">
<title>2 Methods</title>
<sec id="s2-1">
<title>2.1 Study Documentation and Registration</title>
<p>For this systematic review and meta-analysis, we followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) criteria (<xref ref-type="bibr" rid="B25">Moher et al., 2009</xref>) and the recommendations of the Cochrane collaboration (<xref ref-type="bibr" rid="B6">Green et al., 2008</xref>) (<xref ref-type="sec" rid="s11">Supplementary Table S1</xref>). The study&#x2019;s methodology was documented in a protocol registered at the International Prospective Register of Systematic Reviews (<ext-link ext-link-type="uri" xlink:href="http://www.crd.york.ac.uk/prospero/">http://www.crd.york.ac.uk/prospero/</ext-link>; registration number CRD42022312828).</p>
</sec>
<sec id="s2-2">
<title>2.2 Data Sources</title>
<p>An exhaustive literature search was implemented to include all articles up to 24 February 2022, using the following databases: PubMed, Web of Science (ISI), Google Scholar, Scopus, EMBASE, Clinical trials, Cochrane Collaboration, Virtual Health Library, NYAM, SIGLE, Controlled Trials, and WHO International Clinical Trials Registry Platform. There were no limitations on patients&#x2019; age, sex, ethnicity, language, race, or location.</p>
<p>The following keywords were used in every possible combination: &#x201c;Sodium&#x2013;glucose co-transporter 2 inhibitors&#x201d;, &#x201c;SGLT2&#x201d;, &#x201c;Dapagliflozin&#x201d;, &#x201c;Empagliflozin&#x201d;, &#x201c;Canagliflozin&#x201d;, &#x201c;Luseogliflozin&#x201d;, &#x201c;Ipragliflozin&#x201d;, &#x201c;Ertugliflozin&#x201d;, &#x201c;Sotagliflozin&#x201d;, &#x201c;Sergliflozin&#x201d;, &#x201c;Tofogliflozin&#x201d;, &#x201c;Remogliflozin&#x201d;, &#x201c;Neuropathy&#x201d;, &#x201c;Nerve&#x201d;, &#x201c;Nervus&#x201d;, and &#x201c;Nerves&#x201d;. Within the thesaurus of each searched database, the search technique used controlled vocabulary phrases. To guarantee that a wide variety of relevant articles were screened, we used a combination of medical topic headings (MeSH) and text terms. The references within the retrieved studies were manually searched to identify any other unindexed literature. Cross-referencing was used until no further relevant articles were found.</p>
</sec>
<sec id="s2-3">
<title>2.3 Study Selection</title>
<p>DM patients in clinical investigations were included if the study reported the effects of SGLT2I on diabetes-related neuropathy. Guidelines, review papers, non-human research, case reports, comments, letters, editorials, posters, and book chapters were removed since the corresponding data could not be retrieved. Two reviewers separately screened titles, abstracts, and full-text publications for potentially relevant papers that matched the inclusion criteria. Any disagreement between the reviewers was resolved by discussion.</p>
</sec>
<sec id="s2-4">
<title>2.4 Data Extraction</title>
<p>The extracted parameters were study characteristics (the title of the included study, the first author&#x2019;s last name, study period, study design, year of publication, and study region), demographic characteristics (sample size, gender, age, socioeconomic status, duration of diabetes, and comorbidities), and laboratory findings (lipid profile, glycemic status, liver functions, and renal functions). We extracted data related to DN events, improvement in neuropathic symptoms, and nerve conduction velocities. Two reviewers extracted the data independently into a Microsoft Excel spreadsheet. The data were extracted from graphs using <ext-link ext-link-type="uri" xlink:href="https://automeris.io/WebPlotDigitizer">WebPlotDigitizer</ext-link> software (<xref ref-type="bibr" rid="B29">Rohatgi, 2018</xref>).</p>
</sec>
<sec id="s2-5">
<title>2.5 Assessment of Bias</title>
<p>The risk of bias in the randomized clinical trials was assessed using the Cochrane Collaboration tool (<xref ref-type="bibr" rid="B11">Higgins et al., 2011</xref>). The quality of the observational studies was estimated using the National Institute of Health (NIH) quality assessment tool (<xref ref-type="bibr" rid="B26">National Heart et al., 2014</xref>).</p>
</sec>
<sec id="s2-6">
<title>2.6 Statistical Analysis</title>
<p>The weighted mean difference was used to analyze the continuous variables. Data reported as median and range values were converted to mean and standard deviation (SD) based on equations from Hozo et al. (<xref ref-type="bibr" rid="B12">Hozo et al., 2005</xref>). The fixed-effect model was employed if fixed population effects were assumed; otherwise, the random-effects model was utilized. Statistical heterogeneity was assessed using the Higgins <italic>I</italic>
<sup>
<italic>2</italic>
</sup> statistic at&#x2009;&#x3e;&#x2009;50%, and the Cochrane Q (<sub>
<italic>&#x3a7;</italic>
</sub>
<sup>2</sup> test), at <italic>p</italic> &#x3c; 0.10 (<xref ref-type="bibr" rid="B10">Higgins et al., 2003</xref>). Data analysis was performed using Review Manager software v. 5.4 (Cochrane Collaboration, Copenhagen, Denmark) and Comprehensive Meta-Analysis v. 3 software (<xref ref-type="bibr" rid="B1">Borenstein et al., 2005</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Search Results</title>
<p>The literature search yielded 89 articles, of which 34 were duplicates. Of the 55 articles included in the title and abstract screening, eight were eligible for full-text screening. Four articles were included in the data extraction process, and two additional articles were identified through the manual search. Six publications qualified for the systematic review and meta-analysis. <xref ref-type="sec" rid="s11">Supplementary Table S2</xref> shows the search technique for each database that was searched. The PRISMA flowchart depicts the searching strategy, screening, and eligibility (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>PRISMA flowchart depicting the process of doing a literature search, screening titles, abstracts, and full texts, conducting a systematic review, and conducting a meta-analysis.</p>
</caption>
<graphic xlink:href="fphar-13-926717-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>3.2 Demographic Characteristics of the Included Studies</title>
<p>The present systematic review included six articles including 5312 diabetic patients. Four studies employed a randomized clinical design (RCT), and two studies used an observational design. The SGLT2I dose ranged from 10 to 100&#xa0;mg. The average age of the included patients ranged from 41 to 74&#xa0;years and 34&#x2013;73&#xa0;years in the SGLT2I and control groups, respectively. There were 3417 males (64.32%) with an average BMI ranging from 22.72 to 28.9 (kg/m<sup>2</sup>). The mean duration of DM ranged from 4.8 to 38.3&#xa0;years among the SGLT2I group and from 4.3 to 32.4&#xa0;years among the control group. The mean follow-up duration ranged from 6&#xa0;months to 2.45&#xa0;years (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Demographic characteristics of the included studies.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left"/>
<th rowspan="3" align="center">Study ID</th>
<th rowspan="3" align="center">Study region</th>
<th rowspan="3" align="center">Study design</th>
<th rowspan="3" align="center">Study period</th>
<th rowspan="3" align="center">Intervention</th>
<th rowspan="3" align="center">Control</th>
<th colspan="2" align="center">Sample size</th>
<th colspan="2" align="center">Age (Years)</th>
<th colspan="2" align="center">Gender (male)</th>
<th colspan="2" align="center">BMI (kg/m2)</th>
<th colspan="2" align="center">Hypertension</th>
<th colspan="2" align="center">Duration of Diabetes</th>
<th rowspan="3" align="center">Follow-Up</th>
</tr>
<tr>
<th align="center">Intervention</th>
<th align="center">Control</th>
<th align="center">Intervention</th>
<th align="center">Control</th>
<th align="center">Intervention</th>
<th align="center">Control</th>
<th align="center">Intervention</th>
<th align="center">Control</th>
<th align="center">Intervention</th>
<th align="center">Control</th>
<th align="center">Intervention</th>
<th align="center">Control</th>
</tr>
<tr>
<th align="center">Number</th>
<th align="center">Number</th>
<th align="center">Mean &#xb1; SD</th>
<th align="center">Mean &#xb1; SD</th>
<th align="center">Number</th>
<th align="center">Number</th>
<th align="center">Mean &#xb1; SD</th>
<th align="center">Mean &#xb1; SD</th>
<th align="center">Number</th>
<th align="center">Number</th>
<th align="center">Mean &#xb1; SD</th>
<th align="center">Mean &#xb1; SD</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">
<xref ref-type="bibr" rid="B14">Jordan et al. (2017)</xref>
</td>
<td align="left">Germany</td>
<td align="left">RCT</td>
<td align="left">13 January 2011 to 3 September 2014</td>
<td align="left">empagliflozin 25&#xa0;mg once daily (qd) for 5&#xa0;days</td>
<td align="left">Diuretic and empagliflozin in combination</td>
<td align="center">22</td>
<td align="center">56.0 (40&#x2013;65)&#x2a;</td>
<td align="center">15</td>
<td align="center">26.8 (23.9&#x2013;29.7)</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">__</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">2</td>
<td align="left">
<xref ref-type="bibr" rid="B22">Liao et al. (2022)</xref>
</td>
<td align="left">United States</td>
<td align="left">RCT</td>
<td align="left">19 February 2014 to 5 December 2019</td>
<td align="left">Canagliflozin One 100&#xa0;mg</td>
<td align="left">Placebo</td>
<td align="center">4401</td>
<td align="center">63.0 &#xb1; 9.2</td>
<td align="center">2907</td>
<td align="center">31.3 &#xb1; 6.2</td>
<td align="center">2172</td>
<td align="center">15.8 &#xb1; 8.6</td>
<td align="center">2.45&#xa0;years</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">3</td>
<td align="left">
<xref ref-type="bibr" rid="B24">Mehta et al. (2021)</xref>
</td>
<td align="left">India</td>
<td align="left">RCT</td>
<td align="left">September 2020 and August 2021</td>
<td align="left">empagliflozin 25&#xa0;mg once daily</td>
<td align="left">oral hypoglycemic agent</td>
<td align="center">50</td>
<td align="center">50</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">29</td>
<td align="center">30</td>
<td align="center">26.9 &#xb1; 0.5</td>
<td align="center">28.9 &#xb1; 0.7</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">6&#xa0;months</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">
<xref ref-type="bibr" rid="B32">Sardu et al. (2022)</xref>
</td>
<td align="left">Italy</td>
<td align="left">Prospective case-control</td>
<td align="left">June 2018 to March 2021</td>
<td align="left">SGLT2I</td>
<td align="left">Non SGLT2I</td>
<td align="center">161</td>
<td align="center">446</td>
<td align="center">61 (41&#x2013;74)</td>
<td align="center">57 (34&#x2013;73)</td>
<td align="center">81</td>
<td align="center">234</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">92</td>
<td align="center">266</td>
<td align="center">NR</td>
<td align="center">NR</td>
<td align="center">12&#xa0;months</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">
<xref ref-type="bibr" rid="B33">Shimizu et al. (2020)</xref>
</td>
<td align="left">Japan</td>
<td align="left">RCT</td>
<td align="left">February 2018 to March 2019</td>
<td align="left">empagliflozin (10&#xa0;mg/day)</td>
<td align="left">Placebo</td>
<td align="center">46</td>
<td align="center">50</td>
<td align="center">63.9 (10.4)</td>
<td align="center">64.6 (11.6)</td>
<td align="center">38</td>
<td align="center">39</td>
<td align="center">25.2 (3.7)</td>
<td align="center">25.2 (4.1)</td>
<td align="center">38</td>
<td align="center">39</td>
<td align="center">38.3 (43.4)</td>
<td align="center">32.4 (43.3)</td>
<td align="center">4, 12, and 24&#xa0;weeks</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">
<xref ref-type="bibr" rid="B38">Wang et al. (2019)</xref>
</td>
<td align="left">China</td>
<td align="left">Retrospective Study</td>
<td align="left">August 2017 to May 2018</td>
<td align="left">mecobalamin and oral dapagliflozin (10&#xa0;mg/tablet</td>
<td align="left">oral mecobalamin tablets (0.5&#xa0;mg/) 3 times a day</td>
<td align="center">43</td>
<td align="center">43</td>
<td align="center">62.5 &#xb1; 5.1</td>
<td align="center">63.4 &#xb1; 4.8</td>
<td align="center">23</td>
<td align="center">21</td>
<td align="center">22.72 &#xb1; 2.08</td>
<td align="center">22.65 &#xb1; 2.20</td>
<td align="center">11</td>
<td align="center">12</td>
<td align="center">4.8 &#xb1; 2.6</td>
<td align="center">4.3 &#xb1; 1.2</td>
<td align="center">1&#xa0;month</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;Data reported in the form of mean and range, &#x2a;&#x2a; Data reported in the form of median and interquartile range.</p>
</fn>
<fn>
<p>RCT, Randomized controlled trial; SGLT2I, Sodium-glucose Cotransporter 2 Inhibitors, NR, Non-reported.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Risk of Bias and Quality Assessment</title>
<p>Based on the Cochrane Collaboration&#x2019;s tool for assessing the risk of bias, all four included RCTs (<xref ref-type="bibr" rid="B14">Jordan et al., 2017</xref>; <xref ref-type="bibr" rid="B33">Shimizu et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Mehta et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Liao et al., 2022</xref>) showed a low risk of selection bias, performance bias, and reporting bias. Three studies (<xref ref-type="bibr" rid="B14">Jordan et al., 2017</xref>; <xref ref-type="bibr" rid="B24">Mehta et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Liao et al., 2022</xref>) showed an unclear risk of selection bias, while two (<xref ref-type="bibr" rid="B14">Jordan et al., 2017</xref>; <xref ref-type="bibr" rid="B24">Mehta et al., 2021</xref>) showed a high risk of detection bias. Three of the four studies (<xref ref-type="bibr" rid="B33">Shimizu et al., 2020</xref>; <xref ref-type="bibr" rid="B24">Mehta et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Liao et al., 2022</xref>) showed a low risk of attribution bias, and one study (<xref ref-type="bibr" rid="B14">Jordan et al., 2017</xref>) showed a high risk. The NIH quality assessment tool revealed that two studies (<xref ref-type="bibr" rid="B38">Wang et al., 2019</xref>; <xref ref-type="bibr" rid="B32">Sardu et al., 2022</xref>) were good quality (<xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="table" rid="T1">Table 1</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>
<bold>(A)</bold> Risk of bias graph, <bold>(B)</bold> Risk of bias summary: review authors&#x2019; judgments about each risk of bias item presented as percentages across all included studies.</p>
</caption>
<graphic xlink:href="fphar-13-926717-g002.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Outcomes of Sodium-Glucose Co-transporter 2 Inhibitors Administration</title>
<sec id="s3-4-1">
<title>3.4.1 Peripheral Neuropathy Events</title>
<p>
<xref ref-type="bibr" rid="B22">Liao et al. (2022)</xref> reported the impact of SGLT2I on diabetes-associated peripheral neuropathy. Of the 4401 patients included, 334 (15.16%) experienced neuropathies in the SGLT2I group and 323 (14.68%) in the control group. Moreover, 84 (3.81%) patients experienced sensorimotor polyneuropathy events in the SGLT2I group compared to 90 (4.09%) patients in the control group. Furthermore, 84 (3.81%) and 92 (4.18%) patients experienced DN in the SGLT2I and the control groups, respectively. <xref ref-type="bibr" rid="B38">Wang et al. (2019)</xref> assessed the impact of dapagliflozin combined with mecobalamin on sensory and motor never conduction velocity. They reported a relative improvement in the conduction velocity of the median and common peroneal nerves in the SGLT2I group relative to patients treated with oral mecobalamin tablets only.</p>
</sec>
<sec id="s3-4-2">
<title>3.4.2 Autonomic Neuropathy</title>
<sec id="s3-4-2-1">
<title>3.4.2.1 Heart Rate</title>
<p>Two studies (<xref ref-type="bibr" rid="B14">Jordan et al., 2017</xref>; <xref ref-type="bibr" rid="B32">Sardu et al., 2022</xref>), including 645 patients, assessed the difference in heart rate between SGLT2I and control groups. In the random-effects model (<italic>I</italic>
<sup>2</sup> &#x3d; 81%, <italic>p&#x2009;</italic>&#x3d;&#x2009;0.02), the difference between the two groups was not statistically significant (MD -4.51; 95% &#x2212;10.05, 1.04; <italic>p&#x2009;</italic>&#x3d;&#x2009;0.11) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Forest plot of summary analysis of the mean difference and 95% CI of the mean heart rate between SGLT2-I and control groups; the mean heart to mediastinum ratio between SGLT2-I and control groups and the mean wash-out rate between SGLT2-I and control groups. Each trial&#x2019;s statistical weight is represented by the size of the blue squares. The grey diamond represents the pooled point estimate. A significant outcome (IV &#x003d; inverse variance) is indicated by the placement of diamonds and squares (together with 95 percent confidence intervals) beyond the vertical line (unit value).</p>
</caption>
<graphic xlink:href="fphar-13-926717-g003.tif"/>
</fig>
</sec>
<sec id="s3-4-2-2">
<title>3.4.2.2 Heart-to-Mediastinum Ratio</title>
<p>Two studies (<xref ref-type="bibr" rid="B33">Shimizu et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Sardu et al., 2022</xref>), including 653 patients, reported the mean heart-to-mediastinum ratio in patients treated with SGLT2I and the control group. The mean heart-to-mediastinum ratio was significantly higher in the SGLT2I group (MD 0.41; 95% 0.17, 0.64; <italic>p</italic> &#x3d; 0.0006) in the random-effects model (<italic>I</italic>
<sup>2</sup> &#x3d; 61%, <italic>p</italic> &#x3d; 0.11) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
</sec>
<sec id="s3-4-2-3">
<title>3.4.2.3 Wash out Rate (%)</title>
<p>The wash-out ratio difference between the SGLT2I and control groups was reported in two studies, including 651 patients (<xref ref-type="bibr" rid="B33">Shimizu et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Sardu et al., 2022</xref>). In the random-effects model (<italic>I</italic>
<sup>2</sup> &#x3d; 93%, <italic>p&#x2009;</italic>&#x3d;&#x2009;0.0002), the two groups were not statistically different (MD 2.13; 95% &#x2212;8.48, 12.75; <italic>p&#x2009;</italic>&#x3d;&#x2009;0.69) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
</sec>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Discussion</title>
<p>Computational tools and meta-analysis are gold standards in diseases epidemiology, treatment and control (<xref ref-type="bibr" rid="B18">Kandeel et al., 2021</xref>; <xref ref-type="bibr" rid="B15">Kandeel and El-Deeb, 2022a</xref>; <xref ref-type="bibr" rid="B16">Kandeel and El-Deeb, 2022b</xref>; <xref ref-type="bibr" rid="B3">Burayk et al., 2022</xref>; <xref ref-type="bibr" rid="B17">Kandeel et al., 2022</xref>; <xref ref-type="bibr" rid="B21">Kim et al., 2022</xref>). DN is the most encountered microvascular complication of diabetes. It is treated by controlling glycemic status, improving microcirculation and the metabolic profile, and increasing neurotrophic treatments (<xref ref-type="bibr" rid="B19">Khdour, 2020</xref>). Although many published studies have demonstrated that SGLT2I is effective in controlling glycemic status, the effectiveness of SGLT2I for improving diabetic peripheral neuropathy warranted further investigation. The literature is still limited regarding the impact of SGLT2I on the outcomes of diabetes-associated neuropathy due to the lack of well-structured randomized clinical trials and prospective cohort studies (<xref ref-type="bibr" rid="B23">Lupsa and Inzucchi, 2018</xref>; <xref ref-type="bibr" rid="B9">El Mouhayyar et al., 2020</xref>). Therefore, this meta-analysis was performed to reveal the effectiveness of SGLT2I in improving peripheral neuropathy and autonomic neuropathy manifestations in DM patients.</p>
<p>The analysis revealed that SGLT2I moderately improved DPN manifestations. This includes a significant improvement in sensory and motor never conduction velocity. However, there were comparable diabetic-associated neuropathy events among the SGLT2I and the control groups. Furthermore, patients treated with SGLT2I showed a relative decline in the mean heart rate level, mean ratio of heart to the mediastinum and an increase in wash-out rate. These results imply that SGLT2I could be a promising treatment choice for patients with DPN. However, these findings should be cautiously interpreted as only differences in the heart-to-mediastinum ratio attained statistical significance.</p>
<p>Long-term hyperglycemia induces oxidative stress. The released oxygen-free radicals cause ischemia and hypoxia of nerve tissue, resulting in progressive cell damage. SGLT2I has been found to reduce glucose reabsorption in the renal tubules by inhibiting SGLT2 release in the proximal tubule. Furthermore, SGLT2I regulates the levels of serum malondialdehyde, superoxide dismutase, and cyclooxygenase-2, which decelerates free radical damage to nerve cells, improving DPN manifestations. Although hyperglycemia is a potential risk factor for DPN, other factors have a considerable role in DPN pathogenesis, such as obesity, hypertension, smoking, dyslipidemia, and cardiovascular diseases. These factors may explain the lack of statistical significance observed in determining the efficacy of SGLT2I in improving DPN manifestations (<xref ref-type="bibr" rid="B35">Tesfaye et al., 2005</xref>; <xref ref-type="bibr" rid="B41">Zoungas et al., 2017</xref>; <xref ref-type="bibr" rid="B36">van der Velde et al., 2020</xref>). Mitochondrial dysfunction and lipid metabolism disturbance contribute to the microvascular complications of DM. The treatment goal is not simply to control the glycemic status but to pursue novel therapies targeting these etiopathologies (<xref ref-type="bibr" rid="B8">Eid et al., 2019</xref>).</p>
<p>Overactivation of the sympathetic nervous system causes up-regulation of SGLT2 pathways. This upregulation increases the risk of vasovagal attacks, myocardial ischemia, cardiac arrhythmias, and sudden death (<xref ref-type="bibr" rid="B20">Kie&#x107;-Wilk et al., 2019</xref>). SGLT2I therapy could modulate autonomic neuropathy in diabetic patients by regulating the vasovagal tone, heart rate, and sympathetic nervous system. Conversely, the underlying mechanisms of sympathetic changes associated with SGLT2I merit further assessment.</p>
<sec id="s4-1">
<title>4.1 Strengths and Limitations</title>
<p>This meta-analysis compiled the rapidly emerging evidence of the impact of SGLT2I on DPN outcomes. It was conducted systematically following the PRISMA and Cochrane guidelines, limiting potential bias. Furthermore, the meta-analysis included consideration of several outcomes to assess the results of SGLT2I. The comprehensiveness of the meta-analysis notwithstanding, study limitations should be considered when interpreting the meta-analysis results. Significant heterogeneity was detected between the included studies. This heterogeneity might result from differences in patient demographic characteristics, assessment methods, interventions, treatment protocols and follow-up periods. Furthermore, caution is required when interpreting the findings, as many confounders could contribute to the outcomes of SGLT2I administration in patients with DPN.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion</title>
<p>SGLT2I could be neuroprotective in patients with DN by considerably increasing the sensory and motor nerve conduction velocity, improving clinical manifestations of DPN, and reducing sympathetic nervous system activity. Integrating these findings into treatment guidelines may help healthcare providers improve DN outcomes in DM patients, satisfying the patient&#x2019;s desire to adhere to the treatment and enhance their quality of life. However, further studies should be conducted to mitigate the potential limitations of the present meta-analysis.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>MK performed all data processing, analysis and wrote the manuscript.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work was supported by the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia (Project No. GRANT221).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The author declares 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>
<ack>
<p>The authors acknowledge the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia for financial support [Project No. GRANT221].</p>
</ack>
<sec id="s11">
<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/fphar.2022.926717/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2022.926717/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Borenstein</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hedges</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Higgins</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Rothstein</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2005</year>). <source>Comprehensive Meta-Analysis V2</source>. <publisher-name>[Computer software and manual]</publisher-name>, <fpage>2007</fpage>. </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boulton</surname>
<given-names>A. J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Diabetic Neuropathy and Foot Complications</article-title>. <source>Handb. Clin. Neurol.</source> <volume>126</volume>, <fpage>97</fpage>&#x2013;<lpage>107</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-444-53480-4.00008-4</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burayk</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Oh-Hashi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kandeel</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Drug Discovery of New Anti-inflammatory Compounds by Targeting Cyclooxygenases</article-title>. <source>Pharm. (Basel)</source> <volume>15</volume> (<issue>3</issue>), <fpage>282</fpage>. <pub-id pub-id-type="doi">10.3390/ph15030282</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caparrotta</surname>
<given-names>T. M.</given-names>
</name>
<name>
<surname>Greenhalgh</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Osinski</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Gifford</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Moser</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wild</surname>
<given-names>S. H.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Sodium-Glucose Co-transporter 2 Inhibitors (SGLT2i) Exposure and Outcomes in Type 2 Diabetes: A Systematic Review of Population-Based Observational Studies</article-title>. <source>Diabetes Ther.</source> <volume>12</volume> (<issue>4</issue>), <fpage>991</fpage>&#x2013;<lpage>1028</lpage>. <pub-id pub-id-type="doi">10.1007/s13300-021-01004-2</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Donnan</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Grandy</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Chibrikov</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Marra</surname>
<given-names>C. A.</given-names>
</name>
<name>
<surname>Aubrey-Bassler</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Johnston</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Comparative Safety of the Sodium Glucose Co-transporter 2 (SGLT2) Inhibitors: a Systematic Review and Meta-Analysis</article-title>. <source>BMJ open</source> <volume>9</volume> (<issue>1</issue>), <fpage>e022577</fpage>. <pub-id pub-id-type="doi">10.1136/bmjopen-2018-022577</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eid</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sas</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Abcouwer</surname>
<given-names>S. F.</given-names>
</name>
<name>
<surname>Feldman</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Gardner</surname>
<given-names>T. W.</given-names>
</name>
<name>
<surname>Pennathur</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>New Insights into the Mechanisms of Diabetic Complications: Role of Lipids and Lipid Metabolism</article-title>. <source>Diabetologia</source> <volume>62</volume> (<issue>9</issue>), <fpage>1539</fpage>&#x2013;<lpage>1549</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-019-4959-1</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El Mouhayyar</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Riachy</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Khalil</surname>
<given-names>A. B.</given-names>
</name>
<name>
<surname>Eid</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Azar</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>SGLT2 Inhibitors, GLP-1 Agonists, and DPP-4 Inhibitors in Diabetes and Microvascular Complications: a Review</article-title>. <source>Int. J. Endocrinol.</source> <volume>2020</volume>, <fpage>1762164</fpage>. <pub-id pub-id-type="doi">10.1155/2020/1762164</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Green</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Higgins</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Alderson</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Clarke</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Mulrow</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Oxman</surname>
<given-names>A. D.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series</article-title>. <source>Naunyn-Schmiedeberg&#x2019;s Arch Exp Pathol Pharmakol</source> <volume>5</volume>, <fpage>S38</fpage>. </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Higgins</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Thompson</surname>
<given-names>S. G.</given-names>
</name>
<name>
<surname>Deeks</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Altman</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Measuring Inconsistency in Meta-Analyses</article-title>. <source>BMJ</source> <volume>327</volume> (<issue>7414</issue>), <fpage>557</fpage>&#x2013;<lpage>560</lpage>. <pub-id pub-id-type="doi">10.1136/bmj.327.7414.557</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Higgins</surname>
<given-names>J. P. T.</given-names>
</name>
<name>
<surname>Altman</surname>
<given-names>D. G.</given-names>
</name>
<name>
<surname>Gotzsche</surname>
<given-names>P. C.</given-names>
</name>
<name>
<surname>Juni</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Moher</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Oxman</surname>
<given-names>A. D.</given-names>
</name>
<etal/>
</person-group> (<year>2011</year>). <article-title>The Cochrane Collaboration&#x27;s Tool for Assessing Risk of Bias in Randomised Trials</article-title>. <source>BMJ</source> <volume>343</volume>, <fpage>d5928</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.d5928</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hozo</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>Djulbegovic</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Hozo</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Estimating the Mean and Variance from the Median, Range, and the Size of a Sample</article-title>. <source>BMC Med. Res. Methodol.</source> <volume>5</volume> (<issue>1</issue>), <fpage>13</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2288-5-13</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Idf</surname>
</name>
</person-group> (<year>2019</year>). <source>Diabetes Facts &#x26; Figures, the IDF Diabetes Atlas Ninth Edition 2019</source>. </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jordan</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tank</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Heusser</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Heise</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Wanner</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Heer</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>The Effect of Empagliflozin on Muscle Sympathetic Nerve Activity in Patients with Type II Diabetes Mellitus</article-title>. <source>J. Am. Soc. Hypertens.</source> <volume>11</volume> (<issue>9</issue>), <fpage>604</fpage>&#x2013;<lpage>612</lpage>. <pub-id pub-id-type="doi">10.1016/j.jash.2017.07.005</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kandeel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>El-Deeb</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Omicron Variant Receptor-Binding Domain Phylogenetics and Molecular Dynamics</article-title>. <source>Comput. Biol. Med.</source> <volume>146</volume>, <fpage>105633</fpage>. <pub-id pub-id-type="doi">10.1016/j.compbiomed.2022.105633</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kandeel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>El-Deeb</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>The Application of Natural Camel Milk Products to Treat Autism-Spectrum Disorders: Risk Assessment and Meta-Analysis of Randomized Clinical Trials</article-title>. <source>Bioinorg. Chem. Appl.</source> <volume>2022</volume>, <fpage>6422208</fpage>. <pub-id pub-id-type="doi">10.1155/2022/6422208</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kandeel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Fayez</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kitade</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kwon</surname>
<given-names>H.-J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Antiviral Drug Discovery by Targeting the SARS-CoV-2 Polyprotein Processing by Inhibition of the Main Protease</article-title>. <source>PeerJ</source> <volume>10</volume>, <fpage>e12929</fpage>. <pub-id pub-id-type="doi">10.7717/peerj.12929</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kandeel</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Park</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Morsy</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Venugopala</surname>
<given-names>K. N.</given-names>
</name>
<name>
<surname>Oh-hashi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Al-Nazawi</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Virtual Screening and Inhibition of Middle East Respiratory Syndrome Coronavirus Replication by Targeting Papain-like Protease</article-title>. <source>Dsahmj</source> <volume>3</volume> (<issue>4</issue>), <fpage>179</fpage>&#x2013;<lpage>187</lpage>. <pub-id pub-id-type="doi">10.2991/dsahmj.k.210921.001</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khdour</surname>
<given-names>M. R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Treatment of Diabetic Peripheral Neuropathy: a Review</article-title>. <source>J. Pharm. Pharmacol.</source> <volume>72</volume> (<issue>7</issue>), <fpage>863</fpage>&#x2013;<lpage>872</lpage>. <pub-id pub-id-type="doi">10.1111/jphp.13241</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kie&#x107;-Wilk</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Gasto&#x142;</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Pawli&#x144;ski</surname>
<given-names>&#x141;.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Cardiovascular Autonomic Neuropathy in the Course of Diabetes - the Review of Actual Knowledge</article-title>. <source>Postepy Biochem.</source> <volume>65</volume> (<issue>4</issue>), <fpage>306</fpage>&#x2013;<lpage>312</lpage>. <pub-id pub-id-type="doi">10.18388/pb.2019_287</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hwang</surname>
<given-names>S. Y.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Baek</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Abiraterone Acetate Attenuates SARS-CoV-2 Replication by Interfering with the Structural Nucleocapsid Protein</article-title>. <source>Biomol. Ther. Seoul.</source> <volume>1</volume>, <fpage>1</fpage>. <pub-id pub-id-type="doi">10.4062/biomolther.2022.037</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Young</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Di Tanna</surname>
<given-names>G. L.</given-names>
</name>
<name>
<surname>Arnott</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>The Impact of Canagliflozin on the Risk of Neuropathy Events: a Post-hoc Exploratory Analysis of the CREDENCE Trial</article-title>. <source>Diabetes &#x26; Metabolism</source> <volume>48</volume>, <fpage>101331</fpage>. <pub-id pub-id-type="doi">10.1016/j.diabet.2022.101331</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lupsa</surname>
<given-names>B. C.</given-names>
</name>
<name>
<surname>Inzucchi</surname>
<given-names>S. E.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Use of SGLT2 Inhibitors in Type 2 Diabetes: Weighing the Risks and Benefits</article-title>. <source>Diabetologia</source> <volume>61</volume> (<issue>10</issue>), <fpage>2118</fpage>&#x2013;<lpage>2125</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-018-4663-6</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mehta</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Nain</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Agrawal</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Singh</surname>
<given-names>R. P.</given-names>
</name>
<name>
<surname>Kaur</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Maity</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Effectiveness of Empagliflozin with Vitamin D Supplementation in Peripheral Neuropathy in Type 2 Diabetic Patients</article-title>. <source>Cureus</source> <volume>13</volume> (<issue>12</issue>), <fpage>e20208</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.20208</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moher</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Liberati</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Tetzlaff</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Altman</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA Statement</article-title>. <source>BMJ</source> <volume>339</volume>, <fpage>b2535</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.b2535</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>National Heart, Lung, and Blood Institute</surname>
</name>
</person-group> (<year>2014</year>). <source>National Institute of Health, Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies</source>. <publisher-loc>Bethesda</publisher-loc>: <publisher-name>National Heart, Lung, and Blood Institute</publisher-name>. </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pop-Busui</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Boulton</surname>
<given-names>A. J. M.</given-names>
</name>
<name>
<surname>Feldman</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Bril</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Freeman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Malik</surname>
<given-names>R. A.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Diabetic Neuropathy: a Position Statement by the American Diabetes Association</article-title>. <source>Diabetes Care</source> <volume>40</volume> (<issue>1</issue>), <fpage>136</fpage>&#x2013;<lpage>154</lpage>. <pub-id pub-id-type="doi">10.2337/dc16-2042</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pugazhenthi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Reddy</surname>
<given-names>P. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Common Neurodegenerative Pathways in Obesity, Diabetes, and Alzheimer&#x27;s Disease</article-title>. <source>Biochim. Biophys. Acta Mol. Basis Dis.</source> <volume>1863</volume> (<issue>5</issue>), <fpage>1037</fpage>&#x2013;<lpage>1045</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbadis.2016.04.017</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Rohatgi</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <source>WebPlotDigitizer (Version 4.2) [Computer Software]</source>. </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sa-Nguanmoo</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Tanajak</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Kerdphoo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jaiwongkam</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Pratchayasakul</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Chattipakorn</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>SGLT2-inhibitor and DPP-4 Inhibitor Improve Brain Function via Attenuating Mitochondrial Dysfunction, Insulin Resistance, Inflammation, and Apoptosis in HFD-Induced Obese Rats</article-title>. <source>Toxicol. Appl. Pharmacol.</source> <volume>333</volume>, <fpage>43</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1016/j.taap.2017.08.005</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saeedi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Petersohn</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Salpea</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Malanda</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Karuranga</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Unwin</surname>
<given-names>N.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Global and Regional Diabetes Prevalence Estimates for 2019 and Projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas, 9th Edition</article-title>. <source>Diabetes Res. Clin. Pract.</source> <volume>157</volume>, <fpage>107843</fpage>. <pub-id pub-id-type="doi">10.1016/j.diabres.2019.107843</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sardu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Massetti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Rambaldi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Gatta</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Cappabianca</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sasso</surname>
<given-names>F. C.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <source>SGLT2-inhibitors Modulate the Cardiac Autonomic Neuropathy and Reduce the Vaso-Vagal Syncope Recurrence in Patients with Type 2 Diabetes Mellitus: The SCAN Study</source>. </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shimizu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Kubota</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Hoshika</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Mozawa</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Tara</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tokita</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Effects of Empagliflozin versus Placebo on Cardiac Sympathetic Activity in Acute Myocardial Infarction Patients with Type 2 Diabetes Mellitus: the EMBODY Trial</article-title>. <source>Cardiovasc. Diabetol.</source> <volume>19</volume> (<issue>1</issue>), <fpage>148</fpage>&#x2013;<lpage>212</lpage>. <pub-id pub-id-type="doi">10.1186/s12933-020-01127-z</pub-id> </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sim</surname>
<given-names>A. Y.</given-names>
</name>
<name>
<surname>Barua</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>Y.-h.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J. E.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Role of DPP-4 and SGLT2 Inhibitors Connected to Alzheimer Disease in Type 2 Diabetes Mellitus</article-title>. <source>Front. Neurosci.</source> <volume>15</volume>, <fpage>969</fpage>. <pub-id pub-id-type="doi">10.3389/fnins.2021.708547</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tesfaye</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chaturvedi</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Eaton</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Manes</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Ionescu-Tirgoviste</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2005</year>). <article-title>Vascular Risk Factors and Diabetic Neuropathy</article-title>. <source>N. Engl. J. Med.</source> <volume>352</volume> (<issue>4</issue>), <fpage>341</fpage>&#x2013;<lpage>350</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa032782</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van der Velde</surname>
<given-names>J. H. P. M.</given-names>
</name>
<name>
<surname>Koster</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Strotmeyer</surname>
<given-names>E. S.</given-names>
</name>
<name>
<surname>Mess</surname>
<given-names>W. H.</given-names>
</name>
<name>
<surname>Hilkman</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Reulen</surname>
<given-names>J. P. H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Cardiometabolic Risk Factors as Determinants of Peripheral Nerve Function: the Maastricht Study</article-title>. <source>Diabetologia</source> <volume>63</volume> (<issue>8</issue>), <fpage>1648</fpage>&#x2013;<lpage>1658</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-020-05194-5</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vasilakou</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Karagiannis</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Athanasiadou</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mainou</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Liakos</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bekiari</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Sodium-glucose Cotransporter 2 Inhibitors for Type 2 Diabetes: a Systematic Review and Meta-Analysis</article-title>. <source>Ann. Intern. Med.</source> <volume>159</volume> (<issue>4</issue>), <fpage>262</fpage>&#x2013;<lpage>274</lpage>. <pub-id pub-id-type="doi">10.7326/0003-4819-159-4-201308200-00007</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Effect of Dapagliflozin Combined with Mecobalamin on Blood Glucose Concentration and Serum MDA, SOD, and COX-2 in Patients with Type 2 Diabetes Mellitus Complicated with Peripheral Neuropathy</article-title>. <source>Acta medica Mediterr.</source> <volume>35</volume> (<issue>4</issue>), <fpage>2211</fpage>&#x2013;<lpage>2215</lpage>. </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wici&#x144;ski</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>W&#xf3;dkiewicz</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>G&#xf3;rski</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Walczak</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Malinowski</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Perspective of SGLT2 Inhibition in Treatment of Conditions Connected to Neuronal Loss: Focus on Alzheimer&#x2019;s Disease and Ischemia-Related Brain Injury</article-title>. <source>Pharmaceuticals</source> <volume>13</volume> (<issue>11</issue>), <fpage>379</fpage>. <pub-id pub-id-type="doi">10.3390/ph13110379</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zimmet</surname>
<given-names>P. Z.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Diabetes and its Drivers: the Largest Epidemic in Human History?</article-title> <source>Clin. Diabetes Endocrinol.</source> <volume>3</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1186/s40842-016-0039-3</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zoungas</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Arima</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Gerstein</surname>
<given-names>H. C.</given-names>
</name>
<name>
<surname>Holman</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Woodward</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Reaven</surname>
<given-names>P.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Effects of Intensive Glucose Control on Microvascular Outcomes in Patients with Type 2 Diabetes: a Meta-Analysis of Individual Participant Data from Randomised Controlled Trials</article-title>. <source>Lancet Diabetes Endocrinol.</source> <volume>5</volume> (<issue>6</issue>), <fpage>431</fpage>&#x2013;<lpage>437</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(17)30104-3</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>