Literature DB >> 31564435

Impact of Rare and Common Genetic Variants on Diabetes Diagnosis by Hemoglobin A1c in Multi-Ancestry Cohorts: The Trans-Omics for Precision Medicine Program.

Chloé Sarnowski1, Aaron Leong2, Laura M Raffield3, Peitao Wu4, Paul S de Vries5, Daniel DiCorpo4, Xiuqing Guo6, Huichun Xu7, Yongmei Liu8, Xiuwen Zheng9, Yao Hu10, Jennifer A Brody11, Mark O Goodarzi12, Bertha A Hidalgo13, Heather M Highland14, Deepti Jain9, Ching-Ti Liu4, Rakhi P Naik15, Jeffrey R O'Connell16, James A Perry16, Bianca C Porneala17, Elizabeth Selvin18, Jennifer Wessel19, Bruce M Psaty20, Joanne E Curran21, Juan M Peralta21, John Blangero21, Charles Kooperberg10, Rasika Mathias22, Andrew D Johnson23, Alexander P Reiner24, Braxton D Mitchell25, L Adrienne Cupples26, Ramachandran S Vasan27, Adolfo Correa28, Alanna C Morrison5, Eric Boerwinkle29, Jerome I Rotter6, Stephen S Rich30, Alisa K Manning31, Josée Dupuis26, James B Meigs31.   

Abstract

Hemoglobin A1c (HbA1c) is widely used to diagnose diabetes and assess glycemic control in individuals with diabetes. However, nonglycemic determinants, including genetic variation, may influence how accurately HbA1c reflects underlying glycemia. Analyzing the NHLBI Trans-Omics for Precision Medicine (TOPMed) sequence data in 10,338 individuals from five studies and four ancestries (6,158 Europeans, 3,123 African-Americans, 650 Hispanics, and 407 East Asians), we confirmed five regions associated with HbA1c (GCK in Europeans and African-Americans, HK1 in Europeans and Hispanics, FN3K and/or FN3KRP in Europeans, and G6PD in African-Americans and Hispanics) and we identified an African-ancestry-specific low-frequency variant (rs1039215 in HBG2 and HBE1, minor allele frequency (MAF) = 0.03). The most associated G6PD variant (rs1050828-T, p.Val98Met, MAF = 12% in African-Americans, MAF = 2% in Hispanics) lowered HbA1c (-0.88% in hemizygous males, -0.34% in heterozygous females) and explained 23% of HbA1c variance in African-Americans and 4% in Hispanics. Additionally, we identified a rare distinct G6PD coding variant (rs76723693, p.Leu353Pro, MAF = 0.5%; -0.98% in hemizygous males, -0.46% in heterozygous females) and detected significant association with HbA1c when aggregating rare missense variants in G6PD. We observed similar magnitude and direction of effects for rs1039215 (HBG2) and rs76723693 (G6PD) in the two largest TOPMed African American cohorts, and we replicated the rs76723693 association in the UK Biobank African-ancestry participants. These variants in G6PD and HBG2 were monomorphic in the European and Asian samples. African or Hispanic ancestry individuals carrying G6PD variants may be underdiagnosed for diabetes when screened with HbA1c. Thus, assessment of these variants should be considered for incorporation into precision medicine approaches for diabetes diagnosis.
Copyright © 2019 American Society of Human Genetics. All rights reserved.

Entities:  

Keywords:  The Trans-Omics for Precision Medicine (TOPMed) program; hemoglobin A1c; multi-ancestry sample; whole-genome sequence association analyses

Mesh:

Substances:

Year:  2019        PMID: 31564435      PMCID: PMC6817529          DOI: 10.1016/j.ajhg.2019.08.010

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  40 in total

1.  Effects of hemoglobin C and S traits on glycohemoglobin measurements by eleven methods.

Authors:  William L Roberts; Sekineh Safar-Pour; Barun K De; Curt L Rohlfing; Cas W Weykamp; Randie R Little
Journal:  Clin Chem       Date:  2005-02-03       Impact factor: 8.327

2.  Effects of hemoglobin C and S traits on the results of 14 commercial glycated hemoglobin assays.

Authors:  Shella K Mongia; Randie R Little; Curt L Rohlfing; Steve Hanson; Richard F Roberts; William E Owen; Mario A D'Costa; Christine A Reyes; Veronica I Luzzi; William L Roberts
Journal:  Am J Clin Pathol       Date:  2008-07       Impact factor: 2.493

3.  Recognition of rare hemoglobin variants by hemoglobin A1c measurement procedures.

Authors:  Sydney W Strickland; Sean T Campbell; Randie R Little; David E Bruns; Lindsay A L Bazydlo
Journal:  Clin Chim Acta       Date:  2017-11-14       Impact factor: 3.786

4.  Racial Differences in the Relationship of Glucose Concentrations and Hemoglobin A1c Levels.

Authors:  Richard M Bergenstal; Robin L Gal; Crystal G Connor; Rose Gubitosi-Klug; Davida Kruger; Beth A Olson; Steven M Willi; Grazia Aleppo; Ruth S Weinstock; Jamie Wood; Michael Rickels; Linda A DiMeglio; Kathleen E Bethin; Santica Marcovina; Andreana Tassopoulos; Sooji Lee; Elaine Massaro; Suzan Bzdick; Brian Ichihara; Eileen Markmann; Paul McGuigan; Stephanie Woerner; Michelle Ecker; Roy W Beck
Journal:  Ann Intern Med       Date:  2017-06-13       Impact factor: 25.391

5.  Glucosylation of human haemoglobin a in red blood cells studied in vitro. Kinetics of the formation and dissociation of haemoglobin A1c.

Authors:  H B Mortensen; C Christophersen
Journal:  Clin Chim Acta       Date:  1983-11-15       Impact factor: 3.786

6.  SeqArray-a storage-efficient high-performance data format for WGS variant calls.

Authors:  Xiuwen Zheng; Stephanie M Gogarten; Michael Lawrence; Adrienne Stilp; Matthew P Conomos; Bruce S Weir; Cathy Laurie; David Levine
Journal:  Bioinformatics       Date:  2017-08-01       Impact factor: 6.937

7.  Association of Sickle Cell Trait With Hemoglobin A1c in African Americans.

Authors:  Mary E Lacy; Gregory A Wellenius; Anne E Sumner; Adolfo Correa; Mercedes R Carnethon; Robert I Liem; James G Wilson; David B Sacks; David R Jacobs; April P Carson; Xi Luo; Annie Gjelsvik; Alexander P Reiner; Rakhi P Naik; Simin Liu; Solomon K Musani; Charles B Eaton; Wen-Chih Wu
Journal:  JAMA       Date:  2017-02-07       Impact factor: 157.335

8.  Performance of A1C for the classification and prediction of diabetes.

Authors:  Elizabeth Selvin; Michael W Steffes; Edward Gregg; Frederick L Brancati; Josef Coresh
Journal:  Diabetes Care       Date:  2010-09-20       Impact factor: 19.112

9.  Whole-Genome-Sequence-Based Haplotypes Reveal Single Origin of the Sickle Allele during the Holocene Wet Phase.

Authors:  Daniel Shriner; Charles N Rotimi
Journal:  Am J Hum Genet       Date:  2018-03-08       Impact factor: 11.025

10.  Is there a need for neonatal screening of glucose-6-phosphate dehydrogenase deficiency in Canada?

Authors:  Aaron Leong
Journal:  Mcgill J Med       Date:  2007-01
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  14 in total

Review 1.  Importance of Genetic Studies of Cardiometabolic Disease in Diverse Populations.

Authors:  Lindsay Fernández-Rhodes; Kristin L Young; Adam G Lilly; Laura M Raffield; Heather M Highland; Genevieve L Wojcik; Cary Agler; Shelly-Ann M Love; Samson Okello; Lauren E Petty; Mariaelisa Graff; Jennifer E Below; Kimon Divaris; Kari E North
Journal:  Circ Res       Date:  2020-06-04       Impact factor: 17.367

2.  Comprehensive characterization of protein-protein interactions perturbed by disease mutations.

Authors:  Feixiong Cheng; Junfei Zhao; Yang Wang; Weiqiang Lu; Zehui Liu; Yadi Zhou; William R Martin; Ruisheng Wang; Jin Huang; Tong Hao; Hong Yue; Jing Ma; Yuan Hou; Jessica A Castrillon; Jiansong Fang; Justin D Lathia; Ruth A Keri; Felice C Lightstone; Elliott Marshall Antman; Raul Rabadan; David E Hill; Charis Eng; Marc Vidal; Joseph Loscalzo
Journal:  Nat Genet       Date:  2021-02-08       Impact factor: 38.330

3.  Analyses of biomarker traits in diverse UK biobank participants identify associations missed by European-centric analysis strategies.

Authors:  Yun Li; Laura M Raffield; Quan Sun; Misa Graff; Bryce Rowland; Jia Wen; Le Huang; Tyne W Miller-Fleming; Jeffrey Haessler; Michael H Preuss; Jin-Fang Chai; Moa P Lee; Christy L Avery; Ching-Yu Cheng; Nora Franceschini; Xueling Sim; Nancy J Cox; Charles Kooperberg; Kari E North
Journal:  J Hum Genet       Date:  2021-08-11       Impact factor: 3.755

4.  Whole-genome sequencing association analysis of quantitative red blood cell phenotypes: The NHLBI TOPMed program.

Authors:  Yao Hu; Adrienne M Stilp; Caitlin P McHugh; Shuquan Rao; Deepti Jain; Xiuwen Zheng; John Lane; Sébastian Méric de Bellefon; Laura M Raffield; Ming-Huei Chen; Lisa R Yanek; Marsha Wheeler; Yao Yao; Chunyan Ren; Jai Broome; Jee-Young Moon; Paul S de Vries; Brian D Hobbs; Quan Sun; Praveen Surendran; Jennifer A Brody; Thomas W Blackwell; Hélène Choquet; Kathleen Ryan; Ravindranath Duggirala; Nancy Heard-Costa; Zhe Wang; Nathalie Chami; Michael H Preuss; Nancy Min; Lynette Ekunwe; Leslie A Lange; Mary Cushman; Nauder Faraday; Joanne E Curran; Laura Almasy; Kousik Kundu; Albert V Smith; Stacey Gabriel; Jerome I Rotter; Myriam Fornage; Donald M Lloyd-Jones; Ramachandran S Vasan; Nicholas L Smith; Kari E North; Eric Boerwinkle; Lewis C Becker; Joshua P Lewis; Goncalo R Abecasis; Lifang Hou; Jeffrey R O'Connell; Alanna C Morrison; Terri H Beaty; Robert Kaplan; Adolfo Correa; John Blangero; Eric Jorgenson; Bruce M Psaty; Charles Kooperberg; Russell T Walton; Benjamin P Kleinstiver; Hua Tang; Ruth J F Loos; Nicole Soranzo; Adam S Butterworth; Debbie Nickerson; Stephen S Rich; Braxton D Mitchell; Andrew D Johnson; Paul L Auer; Yun Li; Rasika A Mathias; Guillaume Lettre; Nathan Pankratz; Cathy C Laurie; Cecelia A Laurie; Daniel E Bauer; Matthew P Conomos; Alexander P Reiner
Journal:  Am J Hum Genet       Date:  2021-04-21       Impact factor: 11.025

5.  The trans-ancestral genomic architecture of glycemic traits.

Authors:  Ji Chen; Cassandra N Spracklen; Gaëlle Marenne; Arushi Varshney; Laura J Corbin; Jian'an Luan; Sara M Willems; Ying Wu; Xiaoshuai Zhang; Momoko Horikoshi; Thibaud S Boutin; Reedik Mägi; Johannes Waage; Ruifang Li-Gao; Kei Hang Katie Chan; Jie Yao; Mila D Anasanti; Audrey Y Chu; Annique Claringbould; Jani Heikkinen; Jaeyoung Hong; Jouke-Jan Hottenga; Shaofeng Huo; Marika A Kaakinen; Tin Louie; Winfried März; Hortensia Moreno-Macias; Anne Ndungu; Sarah C Nelson; Ilja M Nolte; Kari E North; Chelsea K Raulerson; Debashree Ray; Rebecca Rohde; Denis Rybin; Claudia Schurmann; Xueling Sim; Lorraine Southam; Isobel D Stewart; Carol A Wang; Yujie Wang; Peitao Wu; Weihua Zhang; Tarunveer S Ahluwalia; Emil V R Appel; Lawrence F Bielak; Jennifer A Brody; Noël P Burtt; Claudia P Cabrera; Brian E Cade; Jin Fang Chai; Xiaoran Chai; Li-Ching Chang; Chien-Hsiun Chen; Brian H Chen; Kumaraswamy Naidu Chitrala; Yen-Feng Chiu; Hugoline G de Haan; Graciela E Delgado; Ayse Demirkan; Qing Duan; Jorgen Engmann; 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Cornelia van Duijn; Veronique Vitart; Peter Vollenweider; Tanja G M Vrijkotte; Lynne E Wagenknecht; Mark Walker; Ya X Wang; Nick J Wareham; Richard M Watanabe; Hugh Watkins; Wen B Wei; Ananda R Wickremasinghe; Gonneke Willemsen; James F Wilson; Tien-Yin Wong; Jer-Yuarn Wu; Anny H Xiang; Lisa R Yanek; Loïc Yengo; Mitsuhiro Yokota; Eleftheria Zeggini; Wei Zheng; Alan B Zonderman; Jerome I Rotter; Anna L Gloyn; Mark I McCarthy; Josée Dupuis; James B Meigs; Robert A Scott; Inga Prokopenko; Aaron Leong; Ching-Ti Liu; Stephen C J Parker; Karen L Mohlke; Claudia Langenberg; Eleanor Wheeler; Andrew P Morris; Inês Barroso
Journal:  Nat Genet       Date:  2021-05-31       Impact factor: 41.307

6.  My personal mutanome: a computational genomic medicine platform for searching network perturbing alleles linking genotype to phenotype.

Authors:  Yadi Zhou; Junfei Zhao; Jiansong Fang; William Martin; Lang Li; Ruth Nussinov; Timothy A Chan; Charis Eng; Feixiong Cheng
Journal:  Genome Biol       Date:  2021-01-29       Impact factor: 13.583

7.  HbA1c Performance in African Descent Populations in the United States With Normal Glucose Tolerance, Prediabetes, or Diabetes: A Scoping Review.

Authors:  Lakshay Khosla; Sonali Bhat; Lee Ann Fullington; Margrethe F Horlyck-Romanovsky
Journal:  Prev Chronic Dis       Date:  2021-03-11       Impact factor: 2.830

Review 8.  The importance of increasing population diversity in genetic studies of type 2 diabetes and related glycaemic traits.

Authors:  Inês Barroso
Journal:  Diabetologia       Date:  2021-09-30       Impact factor: 10.460

9.  A System for Phenotype Harmonization in the National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine (TOPMed) Program.

Authors:  Adrienne M Stilp; Leslie S Emery; Jai G Broome; Erin J Buth; Alyna T Khan; Cecelia A Laurie; Fei Fei Wang; Quenna Wong; Dongquan Chen; Catherine M D'Augustine; Nancy L Heard-Costa; Chancellor R Hohensee; William Craig Johnson; Lucia D Juarez; Jingmin Liu; Karen M Mutalik; Laura M Raffield; Kerri L Wiggins; Paul S de Vries; Tanika N Kelly; Charles Kooperberg; Pradeep Natarajan; Gina M Peloso; Patricia A Peyser; Alex P Reiner; Donna K Arnett; Stella Aslibekyan; Kathleen C Barnes; Lawrence F Bielak; Joshua C Bis; Brian E Cade; Ming-Huei Chen; Adolfo Correa; L Adrienne Cupples; Mariza de Andrade; Patrick T Ellinor; Myriam Fornage; Nora Franceschini; Weiniu Gan; Santhi K Ganesh; Jan Graffelman; Megan L Grove; Xiuqing Guo; Nicola L Hawley; Wan-Ling Hsu; Rebecca D Jackson; Cashell E Jaquish; Andrew D Johnson; Sharon L R Kardia; Shannon Kelly; Jiwon Lee; Rasika A Mathias; Stephen T McGarvey; Braxton D Mitchell; May E Montasser; Alanna C Morrison; Kari E North; Seyed Mehdi Nouraie; Elizabeth C Oelsner; Nathan Pankratz; Stephen S Rich; Jerome I Rotter; Jennifer A Smith; Kent D Taylor; Ramachandran S Vasan; Daniel E Weeks; Scott T Weiss; Carla G Wilson; Lisa R Yanek; Bruce M Psaty; Susan R Heckbert; Cathy C Laurie
Journal:  Am J Epidemiol       Date:  2021-10-01       Impact factor: 5.363

10.  Association of G6PD variants with hemoglobin A1c and impact on diabetes diagnosis in East Asian individuals.

Authors:  Aaron Leong; Victor Jun Yu Lim; Chaolong Wang; Jin-Fang Chai; Rajkumar Dorajoo; Chew-Kiat Heng; Rob M van Dam; Woon-Puay Koh; Jian-Min Yuan; Jost B Jonas; Ya Xing Wang; Wen-Bin Wei; Jianjun Liu; Dermot F Reilly; Tien-Yin Wong; Ching-Yu Cheng; Xueling Sim
Journal:  BMJ Open Diabetes Res Care       Date:  2020-03
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