South African Medical Research Council/WITS Developmental Pathways for Health Research Unit (DPHRU), Department of Paediatrics, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2000, South Africa.
Non-Communicable Diseases Research Unit, South African Medical Research Council, Cape Town 7505, South Africa.
Nutrients. 2021 Dec 20;13(12):4558. doi: 10.3390/nu13124558.
The study evaluated the association between nutrient patterns with body fat and regional adiposity in middle-aged black South African (SA) men and women and determined if this differed by sex. Body fat and regional adiposity (dual-energy x-ray absorptiometry), and dietary intake (7-day quantified food frequency questionnaire) were measured in black SA men ( = 414) and women ( = 346). Using principal component analysis, nutrient patterns were computed from 25 nutrients in the combined sample. Four nutrient patterns were extracted, explaining 67% of the variance in nutrient intake. Animal and fat, as well as the vitamin C, sugar, and potassium driven patterns, were positively associated with total adiposity. In contrast, the retinol and vitamin B12 pattern was associated with the centralisation of fat. Notably, the strength of the association between the animal-driven nutrient pattern and BMI was greater in men (1.14 kg/m, 95% CI (0.63-1.66)) than in women (0.81 kg/m, 95% CI (0.25-1.36)) (P = 0.017). In contrast, the plant-driven pattern was associated with higher abdominal subcutaneous adipose tissue (SAT) in women (44 cm, 95% CI (22-67)) but not men (P = 1.54 × 10). These differences suggest that although men and women have similar nutrient patterns, their associations with the whole body and regional body fat are different.
本研究评估了营养模式与中年南非黑人(SA)男性和女性体脂肪和局部肥胖的相关性,并确定其是否存在性别差异。对南非黑人男性(n = 414)和女性(n = 346)的体脂肪和局部肥胖(双能 X 射线吸收法)和膳食摄入(7 天定量食物频率问卷)进行了测量。使用主成分分析,从组合样本中的 25 种营养素中计算出营养模式。从组合样本中提取了四个营养模式,解释了 67%的营养素摄入方差。动物和脂肪以及维生素 C、糖和钾驱动的模式与总肥胖呈正相关。相比之下,视黄醇和维生素 B12 模式与脂肪的集中化有关。值得注意的是,动物驱动的营养模式与 BMI 之间的关联强度在男性(1.14kg/m,95%CI(0.63-1.66))中强于女性(0.81kg/m,95%CI(0.25-1.36))(P=0.017)。相比之下,植物驱动的模式与女性腹部皮下脂肪组织(SAT)的增加相关(44cm,95%CI(22-67)),但与男性无关(P=1.54×10)。这些差异表明,尽管男性和女性具有相似的营养模式,但它们与全身和局部体脂肪的相关性不同。