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<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">1507860</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1507860</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Revolutionary drug repositioning: the preventive and therapeutic potential of metformin and other antidiabetic drugs in age-related macular degeneration</article-title>
<alt-title alt-title-type="left-running-head">Zhou and Xue</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1507860">10.3389/fphar.2024.1507860</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhou</surname>
<given-names>Yating</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2058579/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Xue</surname>
<given-names>Fei</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2764571/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<aff>
<institution>Kunshan Hospital of Traditional Chinese Medicine</institution>, <addr-line>Suzhou</addr-line>, <addr-line>Jiangsu</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/2691714/overview">Charupong Saengboonmee</ext-link>, Khon Kaen University, Thailand</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/1346311/overview">Giovanni Luca Romano</ext-link>, Kore University of Enna, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/62260/overview">Chin-Hsiao Tseng</ext-link>, National Taiwan University, Taiwan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Fei Xue, <email>2090168460@qq.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1507860</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhou and Xue.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhou and Xue</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>Age-related macular degeneration (AMD) is a leading cause of blindness among the elderly worldwide. Anti-vascular endothelial growth factor (anti-VEGF) injections remain the first-line therapy for AMD. However, their high cost and the need for frequent administration pose challenges to long-term adherence, highlighting the need for accessible and cost-effective preventive strategies. Emerging evidence suggests that traditional antidiabetic drugs, such as metformin, sulfonylureas, and thiazolidinediones, may offer neuroprotective benefits, opening new avenues for AMD prevention. Among these, metformin has emerged as the most promising candidate, demonstrating significant potential in reducing AMD risk, even at low cumulative doses, primarily through AMP-activated protein kinase (AMPK) activation. Sulfonylureas, although effective in stimulating insulin secretion, carry risks such as hypoglycemia, hyperinsulinemia, and a possible association with increased cancer risk. Similarly, thiazolidinediones, while improving insulin sensitivity, are associated with adverse effects, including cardiovascular risks and macular edema, limiting their broader application in AMD prevention. This paper explores the preventive potential and underlying mechanisms of these antidiabetic drugs in AMD and discusses the role of artificial intelligence in optimizing individualized prevention strategies. By advancing precision medicine, these approaches may improve public health outcomes and reduce the burden of aging-related vision loss.</p>
</abstract>
<kwd-group>
<kwd>age-related macular degeneration (AMD)</kwd>
<kwd>antidiabetic drugs</kwd>
<kwd>metformin</kwd>
<kwd>AMPK activation</kwd>
<kwd>precision medicine</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Translational Pharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<sec id="s1-1">
<title>1.1 The global challenge of AMD: an unresolved issue</title>
<p>Age-related macular degeneration (AMD) is a degenerative eye disease primarily affecting individuals aged 55 years and older, and it is a leading cause of irreversible vision loss in developed countries (<xref ref-type="bibr" rid="B48">Li et al., 2020</xref>). Globally, approximately 8.7% of the population is affected by AMD, with an estimated 196 million patients in 2020, projected to increase to 288 million by 2040 (<xref ref-type="bibr" rid="B85">Wong et al., 2014</xref>). Late-stage AMD includes neovascular (wet) and geographic atrophy (late dry, GA) forms, both of which are closely associated with significant vision loss. Major risk factors include smoking, poor nutrition, cardiovascular disease, and genetic predisposition (<xref ref-type="bibr" rid="B49">Lim et al., 2012</xref>; <xref ref-type="bibr" rid="B21">de Jong et al., 2020</xref>). Early symptoms of AMD include blurry vision, central vision loss, and distorted lines, which may ultimately lead to complete central vision loss. These impairments severely impact daily life and increase the risk of mental health issues such as anxiety, depression, and social isolation (<xref ref-type="bibr" rid="B30">Gheorghe et al., 2015</xref>; <xref ref-type="bibr" rid="B38">Hwang et al., 2023a</xref>).</p>
<p>From an economic perspective, the treatment costs of AMD impose a significant burden on individuals, families, and society. Neovascular AMD is a primary cause of irreversible vision loss, with patients incurring an average cost of &#x20ac;17,265 in the first year post-diagnosis, primarily attributed to direct medical expenses (<xref ref-type="bibr" rid="B1">Abraldes et al., 2024</xref>). Although anti-vascular endothelial growth factor (anti-VEGF) therapy is the current mainstay of treatment, its high cost and the need for frequent injections make it difficult for many patients, particularly those with lower incomes, to maintain long-term treatment adherence (<xref ref-type="bibr" rid="B10">Brown et al., 2021</xref>; <xref ref-type="bibr" rid="B69">Spooner et al., 2018</xref>). Therefore, there is an urgent need to develop new, cost-effective, and broadly applicable treatment and prevention strategies, especially given the growing patient population and increasing aging demographic.</p>
</sec>
<sec id="s1-2">
<title>1.2 The unexpected potential of antidiabetic drugs: a possible game changer</title>
<p>In recent years, traditional antidiabetic drugs have shown potential in treating a variety of diseases, prompting renewed attention from the academic community. Diabetes, especially type 2 diabetes, is considered a potential risk factor for AMD (<xref ref-type="bibr" rid="B39">Hwang et al., 2023b</xref>; <xref ref-type="bibr" rid="B14">Chen et al., 2014</xref>). Diabetes-induced oxidative stress, chronic inflammation, and the accumulation of advanced glycation end products may contribute to the development of AMD by damaging the retinal pigment epithelium (RPE) and endothelial cells (<xref ref-type="bibr" rid="B41">Jadeja and Martin, 2021</xref>; <xref ref-type="bibr" rid="B71">Tian et al., 2005</xref>; <xref ref-type="bibr" rid="B24">Dionysopoulou et al., 2023</xref>; <xref ref-type="bibr" rid="B4">Amato et al., 2021</xref>).</p>
<p>In this context, antidiabetic drugs, particularly metformin, have garnered increasing attention for their potential in preventing AMD progression. Research indicates that metformin may offer neuroprotection by improving metabolic status and reducing inflammation (<xref ref-type="bibr" rid="B63">Romdhoniyyah et al., 2021</xref>; <xref ref-type="bibr" rid="B29">Francisco and Rowan, 2023</xref>; <xref ref-type="bibr" rid="B25">Du et al., 2022</xref>; <xref ref-type="bibr" rid="B9">Brown et al., 2019</xref>), especially in high-risk elderly populations, thereby delaying disease progression and enhancing quality of life (<xref ref-type="bibr" rid="B34">Holtz et al., 2023</xref>; <xref ref-type="bibr" rid="B5">Amin et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Khanna et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Kaufmann et al., 2023</xref>). Other antidiabetic drugs, such as sulfonylureas and thiazolidinediones, have also shown potential for AMD prevention in early studies (<xref ref-type="bibr" rid="B29">Francisco and Rowan, 2023</xref>; <xref ref-type="bibr" rid="B59">Picard et al., 2024</xref>). These findings suggest that drug repurposing may provide new preventive pathways and offer a more cost-effective solution for AMD patients. Additionally, novel delivery systems, such as lipid-based nanoparticles, may enhance ocular bioavailability and support the application of antidiabetic drugs in targeting the posterior segment of the eye (<xref ref-type="bibr" rid="B60">Puglia et al., 2021</xref>). Therefore, this paper will further explore the potential and practical applications of these antidiabetic drugs in AMD prevention and treatment.</p>
</sec>
</sec>
<sec id="s2">
<title>2 Multifunctional mechanisms of diabetes drugs: from glucose lowering to retinal protection</title>
<sec id="s2-1">
<title>2.1 Retinal protective effects of metformin: an affordable star drug</title>
<p>Metformin, a traditional antidiabetic drug, has garnered increasing attention in recent years for its potential protective effects against AMD. These protective effects involve several interrelated mechanisms. Firstly, metformin activates the AMP-activated protein kinase (AMPK) pathway, which plays a key role in protecting RPE cells by inhibiting oxidative stress and inflammation (<xref ref-type="bibr" rid="B20">Datta et al., 2017</xref>; <xref ref-type="bibr" rid="B87">Xu et al., 2018</xref>). AMPK activation inhibits Mechanistic target of rapamycin (mTOR) and activates the Unc-51-like kinase (ULK) complex, initiating autophagy to clear damaged organelles and decrease reactive oxygen species (ROS) This leads to the inhibition of NOD, LRR and pyrin domain-containing protein 3 (NLRP3) inflammasome activation, thereby protecting RPE cells (<xref ref-type="bibr" rid="B53">Meyer et al., 2019</xref>; <xref ref-type="bibr" rid="B92">Zhao et al., 2020</xref>; <xref ref-type="bibr" rid="B88">Yang et al., 2019</xref>). Furthermore, metformin activates mitophagy, reducing mitochondrial ROS (mtROS) and chronic inflammation (<xref ref-type="bibr" rid="B50">Lu et al., 2021</xref>; <xref ref-type="bibr" rid="B72">Toppila et al., 2024</xref>). Additionally, AMPK activation also enhances mitochondrial function by improving oxidative phosphorylation, restoring ATP levels, and meeting the high metabolic demands of RPE cells, thus maintaining mitochondrial homeostasis (<xref ref-type="bibr" rid="B87">Xu et al., 2018</xref>; <xref ref-type="bibr" rid="B22">Dieguez et al., 2024</xref>). Through these combined mechanisms, metformin protects RPE cells from oxidative damage and is hypothesized to slow the progression of AMD.</p>
<p>One of the pathological features of advanced AMD is vascular endothelial growth factor (VEGF)-driven neovascularization (<xref ref-type="bibr" rid="B57">Ohno-Matsui et al., 2001</xref>). Studies have shown that metformin inhibits pathological neovascularization by downregulating the VEGF receptor Flk1, which has potential benefits for preventing or treating nAMD (<xref ref-type="bibr" rid="B43">Joe et al., 2015</xref>; <xref ref-type="bibr" rid="B32">Han et al., 2018</xref>). However, the effect of metformin on angiogenesis is inconsistent across studies, potentially due to tissue-specific differences, necessitating further research to clarify these mechanisms (<xref ref-type="bibr" rid="B19">Dallaglio et al., 2014</xref>). Recent studies have also shown that metformin indirectly inhibits neovascularization by modulating the gut microbiome (<xref ref-type="bibr" rid="B91">Zhang et al., 2023</xref>). Metformin increases the abundance of Bifidobacterium and Akkermansia and promotes the production of short-chain fatty acids, thereby reducing pathological retinal neovascularization through the &#x201c;gut-retina axis.&#x201d; In addition to neovascularization, epithelial-mesenchymal transition (EMT) is another critical pathological process in late-stage AMD that is associated with subretinal fibrosis (<xref ref-type="bibr" rid="B86">Wu et al., 2022</xref>; <xref ref-type="bibr" rid="B68">Shu et al., 2020</xref>). Metformin inhibits EMT by upregulating microRNA-140-3p, suppressing Lin-28 Homolog B activity, and consequently downregulating the JNK/STAT3 pathway, reducing fibrosis (<xref ref-type="bibr" rid="B36">Hua et al., 2023</xref>; <xref ref-type="bibr" rid="B54">Mitra et al., 2024</xref>; <xref ref-type="bibr" rid="B83">Wang et al., 2021</xref>). The detailed mechanisms are illustrated in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The Multifaceted Mechanisms of Metformin in AMD. Illustrates the multifaceted mechanisms of metformin in the treatment of AMD. Metformin activates the AMPK pathway, which inhibits oxidative stress and inflammation. The activation of AMPK initiates both cellular and mitochondrial autophagy, reducing the release of mitochondrial DNA and ROS, thereby inhibiting NLRP3 inflammasome activation and protecting RPE cells. In addition, AMPK improves mitochondrial function, restores ATP levels, and meets the high metabolic demands of RPE cells. Metformin also inhibits pathological neovascularization by downregulating the VEGF receptor (Flk-1/VEGFR-2). Furthermore, it modulates the gut microbiome, increasing SCFA production, which further suppresses retinal neovascularization. Lastly, metformin upregulates miR-140-3p, suppresses LIN28B activity, and inhibits the JNK/STAT3 pathway, thereby reducing EMT and inhibiting subretinal fibrosis.</p>
</caption>
<graphic xlink:href="fphar-15-1507860-g001.tif"/>
</fig>
<p>In addition to the support from mechanistic studies, recent epidemiological research has also provided evidence for the preventive role of metformin in reducing the risk of AMD. Multiple studies, as summarized in <xref ref-type="table" rid="T1">Table 1</xref>, have demonstrated a significant association between metformin use and reduced AMD risk, with some studies highlighting a dose-response relationship (<xref ref-type="bibr" rid="B45">Khanna et al., 2022</xref>; <xref ref-type="bibr" rid="B44">Kaufmann et al., 2023</xref>; <xref ref-type="bibr" rid="B55">Moir et al., 2024</xref>; <xref ref-type="bibr" rid="B2">Aggarwal et al., 2024</xref>; <xref ref-type="bibr" rid="B42">Jiang et al., 2022</xref>; <xref ref-type="bibr" rid="B79">Tseng, 2023</xref>). Furthermore, a recent meta-analysis integrating multiple studies has further supported this protective trend (<xref ref-type="bibr" rid="B34">Holtz et al., 2023</xref>). However, some studies have not found a significant effect of metformin on AMD risk, indicating that, while the overall evidence leans positive, the heterogeneity among study results warrants attention (<xref ref-type="bibr" rid="B67">Shen et al., 2024</xref>; <xref ref-type="bibr" rid="B28">Eton et al., 2022</xref>; <xref ref-type="bibr" rid="B37">Huang et al., 2023</xref>). Recent epidemiological research has predominantly supported the preventive role of metformin in AMD, while its potential therapeutic effects remain under investigation. Therefore, larger-scale, well-designed prospective studies are needed to clarify the actual efficacy of metformin in AMD prevention and treatment.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Metformin use and risk of AMD: Summary of evidence.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Author(s)/Country/Region</th>
<th align="center">Study type</th>
<th align="center">Database</th>
<th align="center">Age</th>
<th align="center">Diagnostic criteria</th>
<th align="center">Sample size</th>
<th align="center">AMD risk (OR/HR)</th>
<th align="center">Conclusion</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<xref ref-type="bibr" rid="B55">Moir et al. (2024)</xref>, United States</td>
<td align="center">Observational Cohort</td>
<td align="center">Merative MarketScan Database</td>
<td align="center">&#x2265;60</td>
<td align="center">ICD-11</td>
<td align="center">Total: 21,007 (Non-diabetic: 15,219)</td>
<td align="center">OR &#x3d; 0.88 (95% CI: 0.79&#x2013;0.99)</td>
<td align="center">Positive&#x2014;Metformin reduces GA risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B45">Khanna et al. (2022)</xref>, United States</td>
<td align="center">Case-Control Study</td>
<td align="center">Merative MarketScan Database</td>
<td align="center">&#x2265;55</td>
<td align="center">ICD-9, ICD-10</td>
<td align="center">Total: 173,848</td>
<td align="center">OR &#x3d; 0.95 (95% CI: 0.91&#x2013;0.98)</td>
<td align="center">Positive&#x2014;Metformin reduces AMD risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B2">Aggarwal et al. (2024)</xref>, United States</td>
<td align="center">Case-Control Study</td>
<td align="center">Merative MarketScan Database</td>
<td align="center">&#x2265;55</td>
<td align="center">ICD-10</td>
<td align="center">Total: 464,021 participants (Non-diabetic)</td>
<td align="center">OR &#x3d; 0.83 (95% CI: 0.74&#x2013;0.87)</td>
<td align="center">Positive&#x2014;Reduced AMD risk in non-diabetic</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B44">Kaufmann et al. (2023)</xref>, United States</td>
<td align="center">Case-Control Study</td>
<td align="center">Merative MarketScan Database</td>
<td align="center">&#x2265;55</td>
<td align="center">ICD-9, ICD-10</td>
<td align="center">Total: 388,125 (Diabetic: 99,448)</td>
<td align="center">OR &#x3d; 0.97 (95% CI: 0.95&#x2013;0.99)</td>
<td align="center">Positive&#x2014;Reduced dry AMD risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B42">Jiang et al. (2022)</xref>, China</td>
<td align="center">Retrospective Study</td>
<td align="center">Hospital Records</td>
<td align="center">&#x2265;50</td>
<td align="center">ICD-10</td>
<td align="center">Total: 324</td>
<td align="center">OR &#x3d; 0.23 (95% CI: 0.13&#x2013;0.38)</td>
<td align="center">Positive&#x2014;Significant reduction in AMD risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B79">Tseng (2023)</xref>, Taiwan</td>
<td align="center">Retrospective Cohort</td>
<td align="center">Taiwan National Health Insurance</td>
<td align="center">50&#x2013;79</td>
<td align="center">ICD-9-CM</td>
<td align="center">Total: 26,606 (Ever Users: 13,303, Never Users: 13,303)</td>
<td align="center">HR &#x3d; 0.756 (95% CI: 0.673&#x2013;0.850)</td>
<td align="center">Positive&#x2014;Significant reduction in AMD risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B67">Shen et al. (2024)</xref>, United States</td>
<td align="center">Randomized Phase II</td>
<td align="center">Multi-center Study</td>
<td align="center">&#x2265;55</td>
<td align="center">Image-based Diagnosis of GA</td>
<td align="center">Total: 66 participants (Non-diabetic)</td>
<td align="center">Rate Difference &#x3d; 0.07&#xa0;mm/year (95% CI: &#x2212;0.05 to 0.18, <italic>p</italic> &#x3d; 0.26)</td>
<td align="center">Neutral&#x2014;No significant effect on GA progression</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B27">Elhalag et al. (2024)</xref>, United States</td>
<td align="center">Meta-analysis</td>
<td align="center">PubMed, Scopus, Web of Science</td>
<td align="center">Unlimited</td>
<td align="center">Various</td>
<td align="center">Total: 1,447,470 patients (Diabetic)</td>
<td align="center">OR &#x3d; 0.37 (95% CI: 0.14&#x2013;1.02), <italic>p</italic> &#x3d; 0.05</td>
<td align="center">Neutral&#x2014;No significant difference</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B38">Huang et al. (2023a)</xref>, Taiwan</td>
<td align="center">Cohort Study</td>
<td align="center">Taiwan National Health Insurance</td>
<td align="center">&#x2265;50</td>
<td align="center">ICD-9, ICD-10</td>
<td align="center">Total: 728,703 new (Diabetic)</td>
<td align="center">OR &#x3d; 0.93 (&#x3c;5 defined daily dose/month); OR &#x3d; 1.39 (&#x3e;25 defined daily dose/month)</td>
<td align="center">Neutral&#x2014;Dose-dependent association with AMD risk</td>
</tr>
<tr>
<td align="center">
<xref ref-type="bibr" rid="B28">Eton et al. (2022)</xref>, United States</td>
<td align="center">Retrospective Cohort</td>
<td align="center">Clinformatics<sup>TM</sup> Database</td>
<td align="center">&#x2265;55</td>
<td align="center">ICD-9, ICD-10</td>
<td align="center">Total: 1,007,226 (Diabetic)</td>
<td align="center">Current Users: HR &#x3d; 1.08 (95% CI: 1.04&#x2013;1.12); Prior Users: HR &#x3d; 0.95 (95% CI: 0.92&#x2013;0.98)</td>
<td align="center">Neutral&#x2014;Conflicting associations observed</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Neuroprotective effects of sulfonylureas: untapped potential</title>
<p>Glibenclamide, a traditional sulfonylurea used to control blood glucose levels in type 2 diabetes, has recently attracted attention for its neuroprotective effects in the retina. By targeting sulfonylurea receptor 1 (SUR1) and co-localizing with potassium channels (Kir6.2) and cation channels (TRPM4), glibenclamide modulates ion flow across the cell membrane, reducing cell depolarization and effectively mitigating oxidative stress-induced damage to RPE cells. Additionally, it inhibits the activation of the NLRP3 inflammasome, thereby reducing chronic inflammatory responses (<xref ref-type="bibr" rid="B7">Berdugo et al., 2021</xref>; <xref ref-type="bibr" rid="B90">Zhang et al., 2017</xref>; <xref ref-type="bibr" rid="B33">He et al., 2022</xref>), improving retinal cell function, balancing growth factors, and reducing retinal damage (<xref ref-type="bibr" rid="B85">Wong et al., 2014</xref>) as well as extending the lifespan of retinal ganglion cells (<xref ref-type="bibr" rid="B17">Conti et al., 2022</xref>; <xref ref-type="bibr" rid="B16">Chou et al., 2018</xref>). Recent <italic>in vitro</italic> experiments and case-control studies have demonstrated that glibenclamide protects cone cells from oxidative stress and apoptosis, thereby lowering the risk of developing late-stage dry AMD (<xref ref-type="bibr" rid="B59">Picard et al., 2024</xref>). However, large-scale clinical trials are currently lacking, and further research is needed to determine the practical application and feasibility of glibenclamide in AMD prevention and treatment.</p>
</sec>
<sec id="s2-3">
<title>2.3 Thiazolidinediones: a double-edged sword for retinal protection</title>
<p>Thiazolidinediones (TZDs), such as rosiglitazone and pioglitazone, are Peroxisome proliferator-activated receptor gamma (PPAR&#x3b3;) agonists initially used to control blood glucose levels in type 2 diabetes but have shown complex effects in AMD. TZDs can inhibit VEGF gene promoter activity, reducing VEGF expression and suppressing neovascularization (<xref ref-type="bibr" rid="B58">Peeters et al., 2006</xref>). However, they may also increase VEGF levels, leading to vascular leakage and new vessel formation (<xref ref-type="bibr" rid="B46">Ku et al., 2017</xref>). Additionally, TZDs reduce chronic inflammation by inhibiting Tumor necrosis factor-alpha (TNF-&#x3b1;) (<xref ref-type="bibr" rid="B11">Carta et al., 2011</xref>). Due to tissue-specific effects, the impact of TZDs can vary across different pathological conditions. A 2-year study found that patients using TZDs experienced a reduction in subretinal fluid after anti-VEGF treatment, but with an associated increased risk of intraretinal fluid (IRF), indicating the need for further investigation into their long-term effects (<xref ref-type="bibr" rid="B18">Core et al., 2023</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>3 The prospects of drug repurposing: overcoming the barriers of indications</title>
<sec id="s3-1">
<title>3.1 Drug repurposing: bridging endocrinology and ophthalmology</title>
<p>Drug repurposing, the application of approved drugs to new indications, has gained significant attention in recent years. Its advantages include shortening drug development timelines, reducing costs and risks, and accelerating clinical translation to benefit more patients (<xref ref-type="bibr" rid="B61">Pushpakom et al., 2019</xref>). Classic examples include Viagra (originally developed for cardiovascular conditions but later used for erectile dysfunction and pulmonary hypertension) (<xref ref-type="bibr" rid="B31">Ghofrani et al., 2006</xref>), and Thalidomide (repurposed from a morning sickness treatment to a therapy for leprosy and multiple myeloma) (<xref ref-type="bibr" rid="B84">Wang et al., 2016</xref>). The repurposing of diabetes drugs, such as metformin, holds the potential to offer a more affordable and accessible treatment option for patients. This interdisciplinary approach shows promise in providing safe and effective strategies for managing retinal degenerative diseases, including AMD.</p>
</sec>
<sec id="s3-2">
<title>3.2 Exploring applications beyond diabetes: a revolutionary approach</title>
<p>A bold but worth-exploring question is whether metformin could be integrated into health management plans for high-risk elderly populations to prevent AMD. Similar to the widespread use of aspirin in cardiovascular prevention, metformin&#x2019;s potential preventive effects in non-diabetic populations are gaining attention. A recent study in JAMA Ophthalmology found that metformin use was associated with a reduced risk of AMD, even in patients without diabetes (<xref ref-type="bibr" rid="B2">Aggarwal et al., 2024</xref>). However, it is important to interpret this finding with caution. Most evidence supporting metformin&#x2019;s role in AMD prevention, including this study, comes from observational data, which may not entirely exclude the possibility of undiagnosed diabetes among registered metformin users. Since metformin is primarily prescribed for type 2 diabetes, it is likely that some of these users were in prediabetic or early diabetic stages. This limitation highlights the necessity of future prospective studies to validate metformin&#x2019;s independent preventive effects in strictly non-diabetic populations and to elucidate its underlying mechanisms.</p>
<p>In comparison, the potential of sulfonylureas and TZDs for AMD prevention is more limited. Sulfonylureas, though effective in stimulating insulin secretion, are associated with higher risks of hypoglycemia, hyperinsulinemia (<xref ref-type="bibr" rid="B73">Tseng and Tai, 1992</xref>), and possibly cancer (<xref ref-type="bibr" rid="B35">Hsieh et al., 2012</xref>). TZDs, while improving insulin resistance, carry risks such as cardiovascular events with rosiglitazone and bladder cancer with pioglitazone (<xref ref-type="bibr" rid="B74">Tseng, 2012</xref>). Their association with macular edema further restricts their potential use in retinal disease prevention (<xref ref-type="bibr" rid="B56">Nien and Tseng, 2014</xref>).</p>
<p>Metformin&#x2019;s anti-inflammatory and antioxidant properties not only support AMD prevention but also suggest broader benefits, including anti-aging, cardiovascular protection, cancer prevention, and depression management (<xref ref-type="bibr" rid="B47">Kulkarni et al., 2020</xref>; <xref ref-type="bibr" rid="B23">Dihoum et al., 2023</xref>; <xref ref-type="bibr" rid="B89">Yao et al., 2024</xref>; <xref ref-type="bibr" rid="B62">R&#xed;os et al., 2024</xref>; <xref ref-type="bibr" rid="B70">Syed et al., 2022</xref>). Additionally, epidemiological studies indicate metformin may reduce risks of dementia (<xref ref-type="bibr" rid="B15">Chin-Hsiao, 2019</xref>), hypertension (<xref ref-type="bibr" rid="B75">Tseng, 2018</xref>), atrial fibrillation (<xref ref-type="bibr" rid="B77">Tseng, 2021a</xref>), heart failure (<xref ref-type="bibr" rid="B76">Tseng, 2019</xref>), and inflammatory bowel disease (<xref ref-type="bibr" rid="B78">Tseng, 2021b</xref>). These findings highlight metformin&#x2019;s unique value across multiple fields, supporting its potential as a widely applicable preventive medication.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Safety, controversies, and risks</title>
<sec id="s4-1">
<title>4.1 Long-term use in non-diabetic populations: side effects and solutions</title>
<p>While metformin shows potential in preventing AMD in non-diabetic populations, its long-term use raises some safety concerns. The most common side effects are gastrointestinal issues, including diarrhea, nausea, and abdominal discomfort, particularly during the early stages of treatment (<xref ref-type="bibr" rid="B8">Bonnet and Scheen, 2017</xref>). Another key concern is vitamin B12 deficiency, which may lead to anemia and neurological symptoms, especially in elderly patients (<xref ref-type="bibr" rid="B40">Infante et al., 2021</xref>). Regular monitoring of vitamin B12 levels and supplementation when necessary is recommended for patients on long-term metformin therapy (<xref ref-type="bibr" rid="B65">Shahjahan et al., 2024</xref>). Although rare, there is a risk of lactic acidosis, particularly in patients with impaired liver or kidney function (<xref ref-type="bibr" rid="B82">Visconti et al., 2016</xref>). Notably, recent studies have highlighted that type 2 diabetes patients hospitalized for heart failure and/or acute coronary syndrome may face an elevated risk of metformin-related lactic acidosis, which, though infrequent, can be fatal (<xref ref-type="bibr" rid="B80">Tseng, 2024</xref>). This underscores the importance of careful patient selection and monitoring when prescribing metformin in populations with comorbidities.</p>
<p>Genetic testing can identify individuals most likely to benefit from metformin while minimizing side effect risks. Variations in organic cation transporter 1 (OCT1), encoded by the SLC22A1 gene, significantly influence metformin absorption and efficacy (<xref ref-type="bibr" rid="B12">Chan et al., 2018</xref>). For instance, the rs72552763 (Met420del) variant reduces drug uptake, increasing gastrointestinal side effects, while rs628031 (Met408Val) may lower OCT1 expression, affecting absorption and efficacy differently across populations (<xref ref-type="bibr" rid="B3">Aladhab et al., 2023</xref>; <xref ref-type="bibr" rid="B52">Mato et al., 2018</xref>). Incorporating genetic testing into clinical practice enables targeted therapy by identifying high-risk individuals, optimizing metformin use, and supporting personalized strategies, particularly for AMD prevention.</p>
</sec>
<sec id="s4-2">
<title>4.2 Should metformin be combined with anti-VEGF therapy?</title>
<p>Current research on metformin primarily focuses on its preventive effects against AMD; however, a few studies have begun to explore its potential in treating AMD (<xref ref-type="bibr" rid="B26">Ebeling et al., 2022</xref>; <xref ref-type="bibr" rid="B51">Luo et al., 2021</xref>). Anti-VEGF therapy is the current standard treatment for wet AMD, significantly improving vision by inhibiting the growth of pathological neovascularization (<xref ref-type="bibr" rid="B6">Amoaku et al., 2015</xref>). While there is no direct evidence supporting metformin as a standalone treatment for AMD, findings from diabetic macular edema (DME) research provide valuable insights. For instance, one study reported that combining metformin with anti-VEGF therapy significantly improved visual acuity and central macular thickness in DME patients, while reducing the frequency of anti-VEGF injections (<xref ref-type="bibr" rid="B66">Shao et al., 2022</xref>). Another study suggested that metformin may enhance vision recovery, reduce retinal thickness, and mitigate anti-VEGF resistance (<xref ref-type="bibr" rid="B81">Uwimana et al., 2022</xref>). Although these findings hint at a potential auxiliary role for metformin in AMD treatment, they are primarily derived from DME studies. High-quality clinical trials are needed to determine whether similar benefits can be observed in AMD patients. Future research should also clarify the underlying mechanisms and assess the safety and efficacy of metformin when used in combination with anti-VEGF therapy.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Future directions: establishing a new framework for AMD prevention</title>
<sec id="s5-1">
<title>5.1 Personalized treatment and AI optimization</title>
<p>Future research should focus on identifying which patients are most likely to benefit from metformin for AMD prevention. Additionally, its potential role in treatment for certain AMD subtypes could also be explored. By integrating patient genetic profiles, inflammation levels, and other biomarkers with the chemical properties of the drug, AI (Artificial Intelligence) can combine genetic or proteomic data with chemical structures to score treatment effectiveness, helping to select patients who are most likely to respond favorably (<xref ref-type="bibr" rid="B64">Romm and Tsigelny, 2020</xref>). Additionally, AI can predict drug interactions based on structural and target similarities, optimizing dosage regimens to maximize efficacy (<xref ref-type="bibr" rid="B13">Chen et al., 2023</xref>). These AI-driven approaches will contribute to building personalized treatment models, shifting AMD management from &#x201c;one-size-fits-all&#x201d; to precision medicine.</p>
</sec>
<sec id="s5-2">
<title>5.2 The necessity of clinical trials and multidisciplinary collaboration</title>
<p>The successful implementation of drug repurposing requires close interdisciplinary collaboration. Experts in ophthalmology, endocrinology, and public health should work together to design clinical trials that assess the efficacy of metformin for AMD prevention in diverse populations. Multicenter collaborations can ensure that the treatment is applicable to a broad patient base, particularly in resource-limited regions. Additionally, the involvement of social scientists can effectively evaluate the societal acceptance and cost-effectiveness of repurposed drugs, facilitating global adoption.</p>
</sec>
<sec id="s5-3">
<title>5.3 Integrating metformin into elderly health management</title>
<p>Incorporating metformin into elderly health management as a preventive medication could be a promising future strategy. For elderly individuals with high AMD risk factors (e.g., family history, smoking, malnutrition), metformin may play a critical role in reducing AMD risk and slowing disease progression. Early intervention with metformin could not only lower AMD incidence but also reduce healthcare costs. Governments and health organizations should support related research and develop guidelines to implement this preventive strategy, achieving true &#x201c;prevention before disease&#x201d; in public health.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>6 Conclusion</title>
<p>The application of metformin has extended beyond diabetes management, with recent studies highlighting its unique advantages in AMD prevention and treatment. This paper explores the strategy of drug repurposing, positioning this &#x201c;cost-effective&#x201d; medication as a solution to the challenge of vision loss in AMD. Compared to existing high-cost treatments, the cross-application of metformin, especially in resource-limited areas, may offer a more affordable alternative. While research on sulfonylureas and TZDs in AMD prevention remains preliminary, their neuroprotective effects provide important directions for future study. Additionally, integrating AI to predict drug selection and individual responses could help advance precision medicine in ophthalmology. Overall, metformin not only offers new hope for AMD patients but also presents a novel opportunity for health management in an aging society.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>YTZ: Conceptualization, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing. FX: Conceptualization, Supervision, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>The images in this article were created by the author using the Figdraw platform. We would like to thank the platform for its support.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<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="ai-statement" id="s12">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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