Shylaja Srinivasan, Ling Chen, Miriam Udler, Jennifer Todd, Megan M Kelsey, Morey W Haymond, Silva Arslanian, Philip Zeitler, Rose Gubitosi-Klug, Kristen J Nadeau, Katherine Kutney, Neil H White, Josephine H Li, James A Perry, Varinderpal Kaur, Laura Brenner, Josep M Mercader, Adem Dawed, Ewan R Pearson, Sook-Wah Yee, Kathleen M Giacomini, Toni Pollin, Jose C Florez
{"title":"青年2型糖尿病患者二甲双胍治疗失败相关基因变异的初步观察","authors":"Shylaja Srinivasan, Ling Chen, Miriam Udler, Jennifer Todd, Megan M Kelsey, Morey W Haymond, Silva Arslanian, Philip Zeitler, Rose Gubitosi-Klug, Kristen J Nadeau, Katherine Kutney, Neil H White, Josephine H Li, James A Perry, Varinderpal Kaur, Laura Brenner, Josep M Mercader, Adem Dawed, Ewan R Pearson, Sook-Wah Yee, Kathleen M Giacomini, Toni Pollin, Jose C Florez","doi":"10.1155/2023/8883199","DOIUrl":null,"url":null,"abstract":"<p><p>Metformin is the first-line treatment for type 2 diabetes (T2D) in youth but with limited sustained glycemic response. To identify common variants associated with metformin response, we used a genome-wide approach in 506 youth from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study and examined the relationship between T2D partitioned polygenic scores (pPS), glycemic traits, and metformin response in these youth. Several variants met a suggestive threshold (<i>P</i> < 1 × 10<sup>-6</sup>), though none including published adult variants reached genome-wide significance. We pursued replication of top nine variants in three cohorts, and rs76195229 in <i>ATRNL1</i> was associated with worse metformin response in the Metformin Genetics Consortium (<i>n</i> = 7,812), though statistically not being significant after Bonferroni correction (<i>P</i> = 0.06). A higher <i>β</i>-cell pPS was associated with a lower insulinogenic index (<i>P</i> = 0.02) and C-peptide (<i>P</i> = 0.047) at baseline and higher pPS related to two insulin resistance processes were associated with increased C-peptide at baseline (<i>P</i> = 0.04,0.02). Although pPS were not associated with changes in glycemic traits or metformin response, our results indicate a trend in the association of the <i>β</i>-cell pPS with reduced <i>β</i>-cell function over time. Our data show initial evidence for genetic variation associated with metformin response in youth with T2D.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11000826/pdf/","citationCount":"0","resultStr":"{\"title\":\"Initial Insights into the Genetic Variation Associated with Metformin Treatment Failure in Youth with Type 2 Diabetes.\",\"authors\":\"Shylaja Srinivasan, Ling Chen, Miriam Udler, Jennifer Todd, Megan M Kelsey, Morey W Haymond, Silva Arslanian, Philip Zeitler, Rose Gubitosi-Klug, Kristen J Nadeau, Katherine Kutney, Neil H White, Josephine H Li, James A Perry, Varinderpal Kaur, Laura Brenner, Josep M Mercader, Adem Dawed, Ewan R Pearson, Sook-Wah Yee, Kathleen M Giacomini, Toni Pollin, Jose C Florez\",\"doi\":\"10.1155/2023/8883199\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Metformin is the first-line treatment for type 2 diabetes (T2D) in youth but with limited sustained glycemic response. To identify common variants associated with metformin response, we used a genome-wide approach in 506 youth from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study and examined the relationship between T2D partitioned polygenic scores (pPS), glycemic traits, and metformin response in these youth. Several variants met a suggestive threshold (<i>P</i> < 1 × 10<sup>-6</sup>), though none including published adult variants reached genome-wide significance. We pursued replication of top nine variants in three cohorts, and rs76195229 in <i>ATRNL1</i> was associated with worse metformin response in the Metformin Genetics Consortium (<i>n</i> = 7,812), though statistically not being significant after Bonferroni correction (<i>P</i> = 0.06). A higher <i>β</i>-cell pPS was associated with a lower insulinogenic index (<i>P</i> = 0.02) and C-peptide (<i>P</i> = 0.047) at baseline and higher pPS related to two insulin resistance processes were associated with increased C-peptide at baseline (<i>P</i> = 0.04,0.02). Although pPS were not associated with changes in glycemic traits or metformin response, our results indicate a trend in the association of the <i>β</i>-cell pPS with reduced <i>β</i>-cell function over time. Our data show initial evidence for genetic variation associated with metformin response in youth with T2D.</p>\",\"PeriodicalId\":3,\"journal\":{\"name\":\"ACS Applied Electronic Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11000826/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Electronic Materials\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1155/2023/8883199\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/5/24 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1155/2023/8883199","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/5/24 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Initial Insights into the Genetic Variation Associated with Metformin Treatment Failure in Youth with Type 2 Diabetes.
Metformin is the first-line treatment for type 2 diabetes (T2D) in youth but with limited sustained glycemic response. To identify common variants associated with metformin response, we used a genome-wide approach in 506 youth from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study and examined the relationship between T2D partitioned polygenic scores (pPS), glycemic traits, and metformin response in these youth. Several variants met a suggestive threshold (P < 1 × 10-6), though none including published adult variants reached genome-wide significance. We pursued replication of top nine variants in three cohorts, and rs76195229 in ATRNL1 was associated with worse metformin response in the Metformin Genetics Consortium (n = 7,812), though statistically not being significant after Bonferroni correction (P = 0.06). A higher β-cell pPS was associated with a lower insulinogenic index (P = 0.02) and C-peptide (P = 0.047) at baseline and higher pPS related to two insulin resistance processes were associated with increased C-peptide at baseline (P = 0.04,0.02). Although pPS were not associated with changes in glycemic traits or metformin response, our results indicate a trend in the association of the β-cell pPS with reduced β-cell function over time. Our data show initial evidence for genetic variation associated with metformin response in youth with T2D.