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Srinivasan S, Chen L, Udler M, Todd J, Kelsey MM, Haymond MW, Arslanian S, Zeitler P, Gubitosi-Klug R, Nadeau KJ, Kutney K, White NH, Li JH, Perry JA, Kaur V, Brenner L, Mercader JM, Dawed A, Pearson ER, Yee SW, Giacomini KM, Pollin T, Florez JC. Initial Insights into the Genetic Variation Associated with Metformin Treatment Failure in Youth with Type 2 Diabetes. Pediatr Diabetes 2023; 2023:8883199. [PMID: 38590442 PMCID: PMC11000826 DOI: 10.1155/2023/8883199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/10/2024] Open
Abstract
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.
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Affiliation(s)
- Shylaja Srinivasan
- Division of Pediatric Endocrinology, University of California at San Francisco, San Francisco, CA, USA
| | - Ling Chen
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Miriam Udler
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard & Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Jennifer Todd
- Division of Pediatric Endocrinology, University of Vermont, Burlington, VA, USA
| | - Megan M. Kelsey
- Division of Pediatric Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Morey W. Haymond
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Silva Arslanian
- UPMC Children’s Hospital of Pittsburgh, Departments of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Philip Zeitler
- Division of Pediatric Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Rose Gubitosi-Klug
- Division of Pediatric Endocrinology and Metabolism, Case Western Reserve University and Rainbow Babies and Children’s Hospital, Cleveland, OH, USA
| | - Kristen J. Nadeau
- Division of Pediatric Endocrinology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Katherine Kutney
- Division of Pediatric Endocrinology and Metabolism, Case Western Reserve University and Rainbow Babies and Children’s Hospital, Cleveland, OH, USA
| | - Neil H. White
- Division of Endocrinology, Metabolism & Lipid Research, Washington University School of Medicine, St Louise, MO, USA
| | - Josephine H. Li
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard & Massachusetts Institute of Technology, Cambridge, MA, USA
| | - James A. Perry
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Varinderpal Kaur
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Laura Brenner
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Josep M. Mercader
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard & Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Adem Dawed
- Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK
| | - Ewan R. Pearson
- Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK
| | - Sook-Wah Yee
- Department of Bioengineering and Therapeutics, University of California, San Francisco, CA, USA
| | - Kathleen M. Giacomini
- Department of Bioengineering and Therapeutics, University of California, San Francisco, CA, USA
| | - Toni Pollin
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Jose C. Florez
- Center for Genomic Medicine and Diabetes Unit, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard & Massachusetts Institute of Technology, Cambridge, MA, USA
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Gardner M, O’Sulleabhain L, Kroenke C, Liu V, Kipnis P. Proceedings from the 9th annual conference on the science of dissemination and implementation. Implement Sci 2017. [PMCID: PMC5414666 DOI: 10.1186/s13012-017-0575-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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