Analysis of Attained Height and Diabetes Among 554,122 Adults Across 25 Low- and Middle-Income Countries

Author:

Teufel Felix1,Geldsetzer Pascal12ORCID,Manne-Goehler Jennifer34,Karlsson Omar56,Koncz Viola17,Deckert Andreas1,Theilmann Michaela1,Marcus Maja-Emilia8,Ebert Cara9,Seiglie Jacqueline A.1011ORCID,Agoudavi Kokou12,Andall-Brereton Glennis13,Gathecha Gladwell14,Gurung Mongal S.15,Guwatudde David16,Houehanou Corine17,Hwalla Nahla18,Kagaruki Gibson B.19,Karki Khem B.20,Labadarios Demetre21,Martins Joao S.22,Msaidie Mohamed23,Norov Bolormaa24,Sibai Abla M.25,Sturua Lela26,Tsabedze Lindiwe27,Wesseh Chea S.28,Davies Justine2930,Atun Rifat3132,Vollmer Sebastian8,Subramanian S.V.3334,Bärnighausen Till13135,Jaacks Lindsay M.3136ORCID,De Neve Jan-Walter1ORCID

Affiliation:

1. Heidelberg Institute of Global Health, Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany

2. Division of Primary Care and Population Health, Department of Medicine, Stanford University, Stanford, CA

3. Division of Infectious Diseases, Brigham and Women’s Hospital, Boston, MA

4. Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA

5. Takemi Program in International Health, Harvard T.H. Chan School of Public Health, Boston, MA

6. Centre for Economic Demography, Lund University, Lund, Sweden

7. Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians University of Munich, Munich, Germany

8. Department of Economics and Centre for Modern Indian Studies, Georg-August-Universität Göttingen, Göttingen, Germany

9. RWI – Leibniz Institute for Economic Research, Essen (Berlin Office), Germany

10. Diabetes Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA

11. Department of Medicine, Harvard Medical School, Boston, MA

12. Togo Ministry of Health, Lomé, Togo

13. Caribbean Public Health Agency, Port of Spain, Trinidad and Tobago

14. Division of Non-communicable Diseases, Kenya Ministry of Health, Nairobi, Kenya

15. Health Research and Epidemiology Unit, Ministry of Health, Thimphu, Bhutan

16. Department of Epidemiology and Biostatistics, School of Public Health, Makerere University, Kampala, Uganda

17. Laboratory of Epidemiology of Chronic and Neurological Diseases, Faculty of Health Sciences, University of Abomey-Calavi, Cotonou, Benin

18. Faculty of Agricultural and Food Sciences, American University of Beirut, Beirut, Lebanon

19. National Institute for Medical Research, Dar es Salaam, Tanzania

20. Nepal Health Research Council, Kathmandu, Nepal

21. Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa

22. Faculty of Medicine and Health Sciences, National University of East Timor, Dili, Timor-Leste

23. Ministry of Health, Solidarity, Social Cohesion and Gender, Government of the Union of Comoros, Moroni, Union of Comoros

24. National Center for Public Health, Ulaanbaatar, Mongolia

25. Department of Epidemiology and Population Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon

26. Non-Communicable Disease Department, National Center for Disease Control and Public Health, Tbilisi, Georgia

27. Eswatini Ministry of Health, Mbabane, Eswatini

28. Liberia Ministry of Health, Monrovia, Liberia

29. Medical Research Council/Wits Rural Public Health and Health Transition Research Unit, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa

30. Institute of Applied Health Research, University of Birmingham, Birmingham, U.K.

31. Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA

32. Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA

33. Harvard Center for Population and Development Studies, Cambridge, MA

34. Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA

35. Africa Health Research Institute, Somkhele, South Africa

36. Public Health Foundation of India, New Delhi, India

Abstract

OBJECTIVE The prevalence of type 2 diabetes is rising rapidly in low-income and middle-income countries (LMICs), but the factors driving this rapid increase are not well understood. Adult height, in particular shorter height, has been suggested to contribute to the pathophysiology and epidemiology of diabetes and may inform how adverse environmental conditions in early life affect diabetes risk. We therefore systematically analyzed the association of adult height and diabetes across LMICs, where such conditions are prominent. RESEARCH DESIGN AND METHODS We pooled individual-level data from nationally representative surveys in LMICs that included anthropometric measurements and diabetes biomarkers. We calculated odds ratios (ORs) for the relationship between attained adult height and diabetes using multilevel mixed-effects logistic regression models. We estimated ORs for the pooled sample, major world regions, and individual countries, in addition to stratifying all analyses by sex. We examined heterogeneity by individual-level characteristics. RESULTS Our sample included 554,122 individuals across 25 population-based surveys. Average height was 161.7 cm (95% CI 161.2–162.3), and the crude prevalence of diabetes was 7.5% (95% CI 6.9–8.2). We found no relationship between adult height and diabetes across LMICs globally or in most world regions. When stratifying our sample by country and sex, we found an inverse association between adult height and diabetes in 5% of analyses (2 out of 50). Results were robust to alternative model specifications. CONCLUSIONS Adult height is not associated with diabetes across LMICs. Environmental factors in early life reflected in attained adult height likely differ from those predisposing individuals for diabetes.

Funder

Alexander von Humboldt-Stiftung

Deutsche Forschungsgemeinschaft

Publisher

American Diabetes Association

Subject

Advanced and Specialized Nursing,Endocrinology, Diabetes and Metabolism,Internal Medicine

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