Tilves Curtis, Zmuda Joseph M, Kuipers Allison L, Nair Sangeeta, Carr John Jeffrey, Terry James G, Peddada Shyamal, Wheeler Victor, Miljkovic Iva
Department of Epidemiology University of Pittsburgh Pittsburgh Pennsylvania USA.
Department of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.
Obes Sci Pract. 2021 May 21;7(6):738-750. doi: 10.1002/osp4.529. eCollection 2021 Dec.
Regional body compositions are differentially associated with cardiometabolic risk factors. Simultaneous inclusion of both upper and lower body composition predictors in models is not often done, and studies which do include both measures (1) tend to exclude some tissue(s) of potential metabolic relevance, and (2) have used study populations with underrepresentation of individuals with African ancestries. Further, most body composition analyses do not employ compositional data analytic approaches, which may result in spurious associations.
The objective of this analysis was to assess associations of abdominal and thigh adipose (AT) and muscle tissues with hypertension and type 2 diabetes using compositional data analytic methods.
This cross-sectional analysis included 610 African Caribbean men (median age: 62 years; mean BMI: 27.8 kg/m). Abdominal (three components: subcutaneous [ASAT] and visceral [VAT] AT, 'other' abdominal tissue) and mid-thigh (four components: subcutaneous and intermuscular AT, muscle, bone) compositions were measured by computed tomography; additive log ratio transformations were applied to each composition. Regression models were used to simultaneously assess associations of abdominal and thigh component ratios with continuous risk factors (blood pressures, fasting glucose and insulin, HOMA-IR) and disease categories.
A two-fold increase in ASAT:'Other' ratio was associated with higher continuous risk factors and with odds of being in a higher hypertension (OR: 1.77, 95%CI: 1.10-2.84) or diabetes (OR: 1.81, 95%CI: 1.06-3.10) category. A two-fold increased VAT ratio was only associated with higher log-insulin and log-HOMA-IR ( = 0.10, < 0.05 for both), while a two-fold increased thigh muscle:bone ratio was associated with a lower diabetes category (OR: 0.37, 95%CI: 0.14-1.01).
These findings support ASAT as a significant driver of cardiometabolic disease in African Ancestry populations, independent of other abdominal and thigh tissues.
身体不同部位的组成与心血管代谢危险因素存在差异关联。在模型中同时纳入上半身和下半身成分预测指标的情况并不常见,而且那些同时纳入这两种测量指标的研究(1)往往会排除一些具有潜在代谢相关性的组织,(2)所使用的研究人群中非洲裔个体代表性不足。此外,大多数身体成分分析未采用成分数据分析方法,这可能导致虚假关联。
本分析的目的是使用成分数据分析方法评估腹部和大腿脂肪(AT)及肌肉组织与高血压和2型糖尿病之间的关联。
这项横断面分析纳入了610名非洲裔加勒比男性(中位年龄:62岁;平均BMI:27.8kg/m)。通过计算机断层扫描测量腹部(三个成分:皮下[ASAT]和内脏[VAT]AT、“其他”腹部组织)和大腿中部(四个成分:皮下和肌间AT、肌肉、骨骼)的组成;对每个组成应用加法对数比变换。使用回归模型同时评估腹部和大腿成分比与连续危险因素(血压、空腹血糖和胰岛素、HOMA-IR)及疾病类别之间的关联。
ASAT与“其他”组织的比例增加两倍与更高的连续危险因素以及处于更高高血压(OR:1.77,9�%CI:1.10 - 2.84)或糖尿病(OR:1.81,9�%CI:1.06 - 3.10)类别的几率相关。VAT比例增加两倍仅与更高的对数胰岛素和对数HOMA-IR相关(两者均P = 0.10,P < 0.05),而大腿肌肉与骨骼的比例增加两倍与较低的糖尿病类别相关(OR:0.37,9�%CI:0.14 - 1.01)。
这些发现支持ASAT是非洲裔人群心血管代谢疾病的重要驱动因素,独立于其他腹部和大腿组织。