Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study
Background The prognostic value of anthropometric, adipokine, and computed tomography measures of adiposity to predict diabetes in Black, specifically by normoglycemia versus prediabetes, remains incompletely understood. Methods and Results Among Black participants without diabetes in the JHS (Jacks...
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oai:doaj.org-article:361e82dc99314656bf329e3654d9b7592021-11-23T11:36:35ZAssociation of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study10.1161/JAHA.120.0207162047-9980https://doaj.org/article/361e82dc99314656bf329e3654d9b7592021-09-01T00:00:00Zhttps://www.ahajournals.org/doi/10.1161/JAHA.120.020716https://doaj.org/toc/2047-9980Background The prognostic value of anthropometric, adipokine, and computed tomography measures of adiposity to predict diabetes in Black, specifically by normoglycemia versus prediabetes, remains incompletely understood. Methods and Results Among Black participants without diabetes in the JHS (Jackson Heart Study), waist circumference [WC], body mass index, adiponectin, leptin, and leptin:adiponectin ratio were standardized in sample 1 (2422 participants at baseline [2000–2004]) and WC, body mass index, visceral adipose tissue (VAT), subcutaneous adipose tissue, and liver attenuation in 1537 participants at examination 2 (2005–2008) (sample 2). Hazard ratios (HRs) for diabetes were estimated using interval‐censored Cox modeling adjusting for traditional risk factors and validated with the C index. Over 5 years, 300 and 122 incident diabetes cases occurred in sample 1 and sample 2, respectively. In sample 1 and sample 2, a 1‐SD higher log‐leptin:adiponectin ratio and VAT had the strongest associations (HR, 1.95 [95% CI, 1.67–2.27] and 1.76 [95% CI, 1.52–2.04]) and discriminatory power (C index 0.68 [95% CI, 0.64–0.71] and C index 0.67 [95% CI, 0.61–0.74]) with diabetes. The normoglycemic compared with the prediabetes group had a 1.3 to 1.9 times greater magnitude of associations with diabetes for WC, liver attenuation, and VAT (P interaction <0.10). In sample 2, C indices for WC (HR, 0.84; 95% CI, 0.73–0.95), VAT (HR, 0.91; 95% CI, 0.85–0.98), and liver attenuation (HR, 0.90; 95% CI, 0.77–1.00) were greater than HbA1c (HR, 0.74; 95% CI, 0.57–0.90) in normoglycemia, whereas HbA1c was best in prediabetes (HR, 0.72; 95% CI, 0.66–0.78). Conclusions Overall, among Black adults, multiple measures of adiposity were associated with incident diabetes with modest predictive ability. In Black patients with normoglycemia, WC, liver attenuation, and VAT may appropriately identify those at high risk for diabetes, whereas HbA1c was the best predictor in individuals with prediabetes.Joshua J. JosephBjorn KluweJustin B. Echouffo‐TcheuguiSongzhu ZhaoGuy BrockDavid KlineJames B. OdeiRita R. KalyaniDavid P. BradleyWilla A. HsuehMario SimsSherita H. GoldenWileyarticleadiposityBlack adultsdiabeteshealth equityvisceral adipose tissuewaist circumferenceDiseases of the circulatory (Cardiovascular) systemRC666-701ENJournal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, Vol 10, Iss 18 (2021) |
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adiposity Black adults diabetes health equity visceral adipose tissue waist circumference Diseases of the circulatory (Cardiovascular) system RC666-701 |
spellingShingle |
adiposity Black adults diabetes health equity visceral adipose tissue waist circumference Diseases of the circulatory (Cardiovascular) system RC666-701 Joshua J. Joseph Bjorn Kluwe Justin B. Echouffo‐Tcheugui Songzhu Zhao Guy Brock David Kline James B. Odei Rita R. Kalyani David P. Bradley Willa A. Hsueh Mario Sims Sherita H. Golden Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
description |
Background The prognostic value of anthropometric, adipokine, and computed tomography measures of adiposity to predict diabetes in Black, specifically by normoglycemia versus prediabetes, remains incompletely understood. Methods and Results Among Black participants without diabetes in the JHS (Jackson Heart Study), waist circumference [WC], body mass index, adiponectin, leptin, and leptin:adiponectin ratio were standardized in sample 1 (2422 participants at baseline [2000–2004]) and WC, body mass index, visceral adipose tissue (VAT), subcutaneous adipose tissue, and liver attenuation in 1537 participants at examination 2 (2005–2008) (sample 2). Hazard ratios (HRs) for diabetes were estimated using interval‐censored Cox modeling adjusting for traditional risk factors and validated with the C index. Over 5 years, 300 and 122 incident diabetes cases occurred in sample 1 and sample 2, respectively. In sample 1 and sample 2, a 1‐SD higher log‐leptin:adiponectin ratio and VAT had the strongest associations (HR, 1.95 [95% CI, 1.67–2.27] and 1.76 [95% CI, 1.52–2.04]) and discriminatory power (C index 0.68 [95% CI, 0.64–0.71] and C index 0.67 [95% CI, 0.61–0.74]) with diabetes. The normoglycemic compared with the prediabetes group had a 1.3 to 1.9 times greater magnitude of associations with diabetes for WC, liver attenuation, and VAT (P interaction <0.10). In sample 2, C indices for WC (HR, 0.84; 95% CI, 0.73–0.95), VAT (HR, 0.91; 95% CI, 0.85–0.98), and liver attenuation (HR, 0.90; 95% CI, 0.77–1.00) were greater than HbA1c (HR, 0.74; 95% CI, 0.57–0.90) in normoglycemia, whereas HbA1c was best in prediabetes (HR, 0.72; 95% CI, 0.66–0.78). Conclusions Overall, among Black adults, multiple measures of adiposity were associated with incident diabetes with modest predictive ability. In Black patients with normoglycemia, WC, liver attenuation, and VAT may appropriately identify those at high risk for diabetes, whereas HbA1c was the best predictor in individuals with prediabetes. |
format |
article |
author |
Joshua J. Joseph Bjorn Kluwe Justin B. Echouffo‐Tcheugui Songzhu Zhao Guy Brock David Kline James B. Odei Rita R. Kalyani David P. Bradley Willa A. Hsueh Mario Sims Sherita H. Golden |
author_facet |
Joshua J. Joseph Bjorn Kluwe Justin B. Echouffo‐Tcheugui Songzhu Zhao Guy Brock David Kline James B. Odei Rita R. Kalyani David P. Bradley Willa A. Hsueh Mario Sims Sherita H. Golden |
author_sort |
Joshua J. Joseph |
title |
Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
title_short |
Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
title_full |
Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
title_fullStr |
Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
title_full_unstemmed |
Association of Adiposity With Incident Diabetes Among Black Adults in the Jackson Heart Study |
title_sort |
association of adiposity with incident diabetes among black adults in the jackson heart study |
publisher |
Wiley |
publishDate |
2021 |
url |
https://doaj.org/article/361e82dc99314656bf329e3654d9b759 |
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