Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam University Medical Center, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands.
Center for Research on Genomics & Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20894, USA.
Int J Environ Res Public Health. 2021 Nov 15;18(22):11996. doi: 10.3390/ijerph182211996.
Early-life factors (ELFs) such as childhood nutrition and childhood socio-economic status could be the drivers of the increase in metabolic syndrome (MetSyn) among African populations, but data are lacking. This study evaluated whether markers of childhood nutritional status and childhood socio-economic status were associated with MetSyn in adulthood among migrant Ghanaians living in Europe and non-migrant Ghanaians living in Ghana.
Data from the Research on Obesity and Diabetes among African Migrants (RODAM) study, involving 2008 migrants and 2320 non-migrants aged ≥25 years, were analysed for this study. We used leg-length to height ratio (LHR), which is an anthropometric marker of childhood nutritional status, and parental education, which is a marker of childhood socio-economic status, as proxies. Adjusted odds ratios (AOR) and 95% confidence intervals (95% CI) were calculated by logistic regression with adjustments for demographic and lifestyle factors.
Parental education was higher among Ghanaians in Europe than among residents in rural and urban Ghana. The prevalence of MetSyn was 18.5%, 27.7% and 33.5% for rural, urban, and migrant residents, respectively. LHR was inversely associated with MetSyn among migrants. Compared with high paternal education, individuals with low paternal education had lower odds of MetSyn in migrants (AOR 0.71 95% CI 0.54-0.94). In contrast, compared with high maternal education, individuals with intermediate maternal education had higher odds of MetSyn in urban Ghanaians (AOR 4.53 95% CI 1.50-3.74). No associations were found among rural Ghanaians.
The magnitude and direction of the associations between ELFs and MetSyn differ across geographical locations. Intermediate maternal education was positively associated with MetSyn among urban Ghanaians, while LHR and low paternal education were inversely associated with MetSyn among migrant Ghanaians. Further research into the interplay of genetics, environment and behaviour is needed to elucidate the underlying pathological mechanisms of MetSyn amongst migrants.
儿童时期的营养和社会经济状况等早期生活因素可能是导致非洲人群代谢综合征(MetSyn)增加的驱动因素,但目前相关数据有限。本研究评估了在欧洲生活的移民加纳人和在加纳生活的非移民加纳人中,儿童期营养状况和社会经济地位的标志物是否与成年期的 MetSyn 有关。
本研究分析了非洲移民肥胖和糖尿病研究(RODAM)的数据,该研究共纳入 2008 名移民和 2320 名≥25 岁的非移民。我们使用腿长身高比(LHR)作为儿童营养状况的人体测量标志物,以及父母教育程度作为儿童社会经济地位的标志物。采用 logistic 回归进行调整,校正了人口统计学和生活方式因素。
欧洲加纳人的父母教育程度高于加纳农村和城市居民。农村、城市和移民居民的 MetSyn 患病率分别为 18.5%、27.7%和 33.5%。LHR 与移民人群中的 MetSyn 呈负相关。与高父亲教育程度相比,父亲教育程度低的个体患 MetSyn 的几率较低(移民人群中比值比为 0.71,95%置信区间为 0.54-0.94)。相比之下,与高母亲教育程度相比,母亲教育程度中等的个体在加纳城市居民中患 MetSyn 的几率更高(比值比为 4.53,95%置信区间为 1.50-3.74)。在加纳农村居民中没有发现相关性。
早期生活因素与 MetSyn 之间的关联的大小和方向在地理位置上有所不同。加纳城市居民中,中等程度的母亲教育程度与 MetSyn 呈正相关,而 LHR 和低父亲教育程度与移民加纳人群中的 MetSyn 呈负相关。需要进一步研究遗传、环境和行为之间的相互作用,以阐明移民人群中 MetSyn 的潜在病理机制。