Yalda Khazaei-Poul, Sara Ziayifard, Ava Rashtchian, Abbas Pyriae, Seyed Ali Ziai
{"title":"探索药物再利用作为非酒精性脂肪性肝病(NAFLD)的治疗策略:潜在靶点和途径的鉴定","authors":"Yalda Khazaei-Poul, Sara Ziayifard, Ava Rashtchian, Abbas Pyriae, Seyed Ali Ziai","doi":"10.22037/ghfbb.v18i2.3071","DOIUrl":null,"url":null,"abstract":"<p><strong>Aim: </strong>This study investigates drug repurposing as a viable approach identifying existing pharmacological agents that could be applied to NAFLD management.</p><p><strong>Background: </strong>Non-alcoholic fatty liver disease (NAFLD) is a prevalent and complex liver condition affecting approximately 25% of the global population, with significant links to metabolic disorders such as obesity and type 2 diabetes. Despite its high burden, no approved therapies currently exist for NAFLD, underscoring the need for effective treatments.</p><p><strong>Methods: </strong>We utilized two publicly available datasets (GSE126848 and GSE130970) to identify differentially expressed genes (DEGs) and constructed a protein-protein interaction (PPI) network using Cytoscape. Hub and bottleneck (H&B) genes were identified and further analyzed for pathway enrichment using DAVID and KEGG. Drug candidates were identified through the Connectivity Map (CMap) platform, focusing on compounds with counter-gene signatures.</p><p><strong>Results: </strong>Pathway analysis highlighted critical pathways involved in NAFLD pathogenesis, including the AGE-RAGE and Rap1 signaling pathways. Several promising repurposed drugs, such as WYE-354 and Triciribine, were identified, targeting key mechanisms like lipid metabolism and inflammation.</p><p><strong>Conclusion: </strong>This study suggests that drug repurposing may accelerate the development of effective NAFLD therapies, although further clinical validation is needed to confirm the therapeutic potential of these findings.</p>","PeriodicalId":12636,"journal":{"name":"Gastroenterology and Hepatology From Bed to Bench","volume":"18 2","pages":"230-245"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12421938/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.\",\"authors\":\"Yalda Khazaei-Poul, Sara Ziayifard, Ava Rashtchian, Abbas Pyriae, Seyed Ali Ziai\",\"doi\":\"10.22037/ghfbb.v18i2.3071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aim: </strong>This study investigates drug repurposing as a viable approach identifying existing pharmacological agents that could be applied to NAFLD management.</p><p><strong>Background: </strong>Non-alcoholic fatty liver disease (NAFLD) is a prevalent and complex liver condition affecting approximately 25% of the global population, with significant links to metabolic disorders such as obesity and type 2 diabetes. Despite its high burden, no approved therapies currently exist for NAFLD, underscoring the need for effective treatments.</p><p><strong>Methods: </strong>We utilized two publicly available datasets (GSE126848 and GSE130970) to identify differentially expressed genes (DEGs) and constructed a protein-protein interaction (PPI) network using Cytoscape. Hub and bottleneck (H&B) genes were identified and further analyzed for pathway enrichment using DAVID and KEGG. Drug candidates were identified through the Connectivity Map (CMap) platform, focusing on compounds with counter-gene signatures.</p><p><strong>Results: </strong>Pathway analysis highlighted critical pathways involved in NAFLD pathogenesis, including the AGE-RAGE and Rap1 signaling pathways. Several promising repurposed drugs, such as WYE-354 and Triciribine, were identified, targeting key mechanisms like lipid metabolism and inflammation.</p><p><strong>Conclusion: </strong>This study suggests that drug repurposing may accelerate the development of effective NAFLD therapies, although further clinical validation is needed to confirm the therapeutic potential of these findings.</p>\",\"PeriodicalId\":12636,\"journal\":{\"name\":\"Gastroenterology and Hepatology From Bed to Bench\",\"volume\":\"18 2\",\"pages\":\"230-245\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12421938/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Gastroenterology and Hepatology From Bed to Bench\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22037/ghfbb.v18i2.3071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gastroenterology and Hepatology From Bed to Bench","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22037/ghfbb.v18i2.3071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.
Aim: This study investigates drug repurposing as a viable approach identifying existing pharmacological agents that could be applied to NAFLD management.
Background: Non-alcoholic fatty liver disease (NAFLD) is a prevalent and complex liver condition affecting approximately 25% of the global population, with significant links to metabolic disorders such as obesity and type 2 diabetes. Despite its high burden, no approved therapies currently exist for NAFLD, underscoring the need for effective treatments.
Methods: We utilized two publicly available datasets (GSE126848 and GSE130970) to identify differentially expressed genes (DEGs) and constructed a protein-protein interaction (PPI) network using Cytoscape. Hub and bottleneck (H&B) genes were identified and further analyzed for pathway enrichment using DAVID and KEGG. Drug candidates were identified through the Connectivity Map (CMap) platform, focusing on compounds with counter-gene signatures.
Results: Pathway analysis highlighted critical pathways involved in NAFLD pathogenesis, including the AGE-RAGE and Rap1 signaling pathways. Several promising repurposed drugs, such as WYE-354 and Triciribine, were identified, targeting key mechanisms like lipid metabolism and inflammation.
Conclusion: This study suggests that drug repurposing may accelerate the development of effective NAFLD therapies, although further clinical validation is needed to confirm the therapeutic potential of these findings.