Multiple Nonglycemic Genomic Loci Are Newly Associated With Blood Level of Glycated Hemoglobin in East Asians

Author:

Chen Peng1,Takeuchi Fumihiko2,Lee Jong-Young3,Li Huaixing4,Wu Jer-Yuarn56,Liang Jun7,Long Jirong8,Tabara Yasuharu9,Goodarzi Mark O.10,Pereira Mark A.11,Kim Young Jin3,Go Min Jin3,Stram Daniel O.12,Vithana Eranga131415,Khor Chiea-Chuen1141617,Liu Jianjun116,Liao Jiemin1314,Ye Xingwang4,Wang Yiqin4,Lu Ling4,Young Terri L.1518,Lee Jeannette1,Thai Ah Chuan19,Cheng Ching-Yu1131420,van Dam Rob M.119,Friedlander Yechiel21,Heng Chew-Kiat17,Koh Woon-Puay122,Chen Chien-Hsiun56,Chang Li-Ching5,Pan Wen-Harn5,Qi Qibin23,Isono Masato2,Zheng Wei8,Cai Qiuyin8,Gao Yutang24,Yamamoto Ken25,Ohnaka Keizo26,Takayanagi Ryoichi27,Kita Yoshikuni28,Ueshima Hirotsugu29,Hsiung Chao A.30,Cui Jinrui10,Sheu Wayne H.-H.313233,Rotter Jerome I.34,Chen Yii-Der I.34,Hsu Chris12,Okada Yukinori3536,Kubo Michiaki37,Takahashi Atsushi36,Tanaka Toshihiro3538,van Rooij Frank J.A.39,Ganesh Santhi K.40,Huang Jinyan41,Huang Tao41,Yuan Jianmin42,Hwang Joo-Yeon43,Gross Myron D.44,Assimes Themistocles L.45,Miki Tetsuro46,Shu Xiao-Ou8,Qi Lu4748,Chen Yuan-Tson549,Lin Xu4,Aung Tin13,Wong Tien-Yin1314,Teo Yik-Ying113165051,Kim Bong-Jo3,Kato Norihiro2,Tai E-Shyong11922,

Affiliation:

1. Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore

2. National Center for Global Health and Medicine, Tokyo, Japan

3. Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea

4. Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China

5. Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan

6. School of Chinese Medicine, China Medical University, Taichung, Taiwan

7. Department of Endocrinology, Xuzhou Central Hospital, Xuzhou Clinical School of Xuzhou Medical College, Affiliated Hospital of Southeast University, Xuzhou, Jiangsu, China

8. Vanderbilt Epidemiology Center and Division of Epidemiology, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN

9. Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Sakyo-ku, Kyoto, Japan

10. Division of Endocrinology, Diabetes, and Metabolism, Cedars-Sinai Medical Center, Los Angeles, CA

11. Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN

12. Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA

13. Singapore Eye Research Institute, Singapore National Eye Centre, Singapore

14. Department of Ophthalmology, National University of Singapore, Singapore

15. Neuroscience and Behavioural Disorders (NBD) Program, Duke-National University of Singapore Graduate Medical School, Singapore

16. Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore

17. Department of Paediatrics, National University of Singapore, Singapore

18. Duke Eye Center, Duke University Medical Center, Durham, NC

19. Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

20. Centre for Quantitative Medicine, Office of Clinical Sciences, Duke-National University of Singapore Graduate Medical School, Singapore

21. Hebrew University, School of Public Health, Jerusalem, Israel

22. Duke-National University of Singapore Graduate Medical School, Singapore

23. Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY

24. Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China

25. Division of Genomics, Medical Institute of Bioregulation, Kyushu University, Fukuoka, Japan

26. Department of Geriatric Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan

27. Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan

28. Department of Health Science, Shiga University of Medical Science, Seta Tsukinowa-cho, Otsu, Japan

29. Department of Health Science, and Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Seta Tsukinowa-cho, Otsu, Japan

30. Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan

31. Division of Endocrine and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan

32. School of Medicine, National Yang-Ming University, Taipei, Taiwan

33. School of Medicine, National Defense Medical Center, Taipei, Taiwan

34. Institute for Translational Genomics and Biomedical Sciences, Los Angeles Biomedical Research Institute, Harbor-University of California, Los Angeles Medical Center, Torrance, CA

35. Department of Human Genetics and Disease Diversity, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan

36. Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan

37. Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan

38. Laboratory for Cardiovascular Diseases, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan

39. Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands

40. Departments of Internal Medicine and Human Genetics, University of Michigan, Ann Arbor, MI

41. Department of Epidemiology, Harvard School of Public Health, Boston, MA

42. University of Pittsburgh Cancer Institute, Pittsburgh, PA

43. Center for Genome Science, National Institute of Health, Chungcheongbuk-do, Republic of Korea

44. Department of Laboratory Medicine and Pathology, Medical School, University of Minnesota, Minneapolis, MN

45. Department of Medicine, Stanford University School of Medicine, Stanford, CA

46. Department of Geriatric Medicine, Ehime University Graduate School of Medicine, Toon, Ehime, Japan

47. Department of Nutrition, Harvard School of Public Health, Boston, MA

48. Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA

49. Department of Pediatrics, Duke University Medical Center, Durham, NC

50. NUS Graduate School for Integrative Science and Engineering, National University of Singapore, Singapore

51. Life Sciences Institute, National University of Singapore, Singapore

Abstract

Glycated hemoglobin A1c (HbA1c) is used as a measure of glycemic control and also as a diagnostic criterion for diabetes. To discover novel loci harboring common variants associated with HbA1c in East Asians, we conducted a meta-analysis of 13 genome-wide association studies (GWAS; N = 21,026). We replicated our findings in three additional studies comprising 11,576 individuals of East Asian ancestry. Ten variants showed associations that reached genome-wide significance in the discovery data set, of which nine (four novel variants at TMEM79 [P value = 1.3 × 10−23], HBS1L/MYB [8.5 × 10−15], MYO9B [9.0 × 10−12], and CYBA [1.1 × 10−8] as well as five variants at loci that had been previously identified [CDKAL1, G6PC2/ABCB11, GCK, ANK1, and FN3KI]) showed consistent evidence of association in replication data sets. These variants explained 1.76% of the variance in HbA1c. Several of these variants (TMEM79, HBS1L/MYB, CYBA, MYO9B, ANK1, and FN3K) showed no association with either blood glucose or type 2 diabetes. Among individuals with nondiabetic levels of fasting glucose (<7.0 mmol/L) but elevated HbA1c (≥6.5%), 36.1% had HbA1c <6.5% after adjustment for these six variants. Our East Asian GWAS meta-analysis has identified novel variants associated with HbA1c as well as demonstrated that the effects of known variants are largely transferable across ethnic groups. Variants affecting erythrocyte parameters rather than glucose metabolism may be relevant to the use of HbA1c for diagnosing diabetes in these populations.

Publisher

American Diabetes Association

Subject

Endocrinology, Diabetes and Metabolism,Internal Medicine

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