Multimorbidity Accumulation Among Middle-Aged Americans: Differences by Race/Ethnicity and Body Mass Index

Author:

Botoseneanu Anda12ORCID,Markwardt Sheila3,Nagel Corey L4,Allore Heather G56ORCID,Newsom Jason T7,Dorr David A8ORCID,Quiñones Ana R93ORCID

Affiliation:

1. Department of Health & Human Services, University of Michigan, Dearborn, USA

2. Institute of Gerontology, University of Michigan, Ann Arbor, USA

3. School of Public Health, Oregon Health & Science University, Portland, USA

4. College of Nursing, University of Arkansas for Medical Sciences, Little Rock, USA

5. Department of Internal Medicine, School of Medicine, Yale University, New Haven, Connecticut,USA

6. Department of Biostatistics, School of Public Health, Yale University, New Haven, Connecticut, USA

7. Department of Psychology, Portland State University, Oregon, USA

8. Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, USA

9. Department of Family Medicine, Oregon Health & Science University, Portland, USA

Abstract

Abstract Background Obesity and multimorbidity are more prevalent among U.S. racial/ethnic minority groups. Evaluating racial/ethnic disparities in disease accumulation according to body mass index (BMI) may guide interventions to reduce multimorbidity burden in vulnerable racial/ethnic groups. Method We used data from the 1998–2016 Health and Retirement Study on 8 106 participants aged 51–55 at baseline. Disease burden and multimorbidity (≥2 co-occurring diseases) were assessed using 7 chronic diseases: arthritis, cancer, heart disease, diabetes, hypertension, lung disease, and stroke. Four BMI categories were defined per convention: normal, overweight, obese class 1, and obese class 2/3. Generalized estimating equations models with inverse probability weights estimated the accumulation of chronic diseases. Results Overweight and obesity were more prevalent in non-Hispanic Black (82.3%) and Hispanic (78.9%) than non-Hispanic White (70.9 %) participants at baseline. The baseline burden of disease was similar across BMI categories, but disease accumulation was faster in the obese class 2/3 and marginally in the obese class 1 categories compared with normal BMI. Black participants across BMI categories had a higher initial burden and faster accumulation of disease over time, while Hispanics had a lower initial burden and similar rate of accumulation, compared with Whites. Black participants, including those with normal BMI, reach the multimorbidity threshold 5–6 years earlier compared with White participants. Conclusions Controlling weight and reducing obesity early in the lifecourse may slow the progression of multimorbidity in later life. Further investigations are needed to identify the factors responsible for the early and progressing nature of multimorbidity in Blacks of nonobese weight.

Funder

National Institutes of Health

National Institute on Aging

Michigan Institute for Clinical and Health Research

Publisher

Oxford University Press (OUP)

Subject

Geriatrics and Gerontology,Aging

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