College of Education, University of Rhode Island, Kingston, RI, United States.
Department of Kinesiology, University of Connecticut, Storrs, CT, United States.
Front Public Health. 2024 Feb 20;12:1373544. doi: 10.3389/fpubh.2024.1373544. eCollection 2024.
This study examined the relationship between fat distribution and diabetes by sex-specific racial/ethnic groups.
A secondary data analysis of National Health and Nutrition Examination Survey 2011-2018 data ( = 11,972) was completed. Key variables examined were visceral adipose tissue area (VATA), subcutaneous fat area (SFA), diabetes prevalence, and race/ethnicity. The association of VATA and SFA and diabetes prevalence was examined separately and simultaneously using multiple logistic regression. Bonferroni corrections were applied to all multiple comparisons between racial/ethnic groups. All analyses were adjusted for demographics and muscle mass.
VATA was positively associated with diabetes in both sexes ( < 0.001) and across all racial/ethnic groups ( < 0.05) except Black females. No statistically significant relationships were observed between SFA and diabetes while accounting for VATA with the exception of White females ( = 0.032). When comparing racial/ethnic groups, the relationship between VATA and diabetes was stronger in White and Hispanic females than in Black females ( < 0.005) while the relationship between SFA and diabetes did not differ between any racial/ethnic groups.
This study found that VATA is associated with diabetes for both sexes across almost all racial/ethnic groups independent of SFA whereas the only significant relationship between SFA and diabetes, independent of VATA, was observed in White females. The findings indicated that visceral fat was more strongly associated with diabetes than subcutaneous. Additionally, there are health disparities in sex-specific racial/ethnic groups thus further study is warranted.
本研究通过按性别和种族/民族划分的特定群体,研究了脂肪分布与糖尿病之间的关系。
对 2011-2018 年全国健康与营养调查(NHANES)的二次数据分析( = 11972)完成。检查的关键变量包括内脏脂肪组织面积(VATA)、皮下脂肪面积(SFA)、糖尿病患病率和种族/民族。使用多变量逻辑回归分别和同时检查 VATA 和 SFA 与糖尿病患病率的关系。对所有种族/民族组之间的多重比较应用了 Bonferroni 校正。所有分析均针对人口统计学和肌肉质量进行了调整。
VATA 与两性( < 0.001)以及几乎所有种族/民族群体( < 0.05)的糖尿病均呈正相关,但黑人女性除外。在考虑 VATA 的情况下,SFA 与糖尿病之间没有统计学上的显著关系,但白人女性除外( = 0.032)。在比较种族/民族群体时,VATA 与糖尿病之间的关系在白人和西班牙裔女性中比在黑人女性中更强( < 0.005),而 SFA 与糖尿病之间的关系在任何种族/民族群体之间均无差异。
本研究发现,VATA 与几乎所有种族/民族群体的两性糖尿病独立于 SFA 有关,而 SFA 与糖尿病之间唯一有统计学意义的关系是在白人女性中独立于 VATA 存在。这些发现表明,内脏脂肪与糖尿病的相关性强于皮下脂肪。此外,不同性别和种族/民族群体之间存在健康差异,因此需要进一步研究。