Aris Izzuddin M, Bernard Jonathan Y, Chen Ling-Wei, Tint Mya Thway, Pang Wei Wei, Lim Wai Yee, Soh Shu E, Saw Seang-Mei, Godfrey Keith M, Gluckman Peter D, Chong Yap-Seng, Yap Fabian, Kramer Michael S, Lee Yung Seng
Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research Singapore.
Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
Int J Epidemiol. 2017 Apr 1;46(2):513-525. doi: 10.1093/ije/dyw232.
: Infant body mass index (BMI) peak has received much interest recently as a potential predictor of future obesity and metabolic risk. No studies, however, have examined infant BMI peak in Asian populations, in whom the risk of metabolic disease is higher.
: We utilized data among 1020 infants from a mother-offspring cohort, who were Singapore citizens or permanent residents of Chinese, Malay or Indian ethnicity with homogeneous parental ethnic backgrounds, and did not receive chemotherapy, psychotropic drugs or have diabetes mellitus. Ethnicity was self-reported at recruitment and later confirmed using genotype analysis. Subject-specific BMI curves were fitted to infant BMI data using natural cubic splines with random coefficients to account for repeated measures in each child. We estimated characteristics of the child's BMI peak [age and magnitude at peak, average pre-peak velocity (aPPV)]. Systolic (SBP) and diastolic blood pressure (DBP), BMI, sum of skinfolds (SSF) and fat-mass index (FMI) were measured during a follow-up visit at age 48 months. Weighted multivariable linear regression was used to assess the predictors (maternal BMI, gestational weight gain, ethnicity, infant sex, gestational age, birthweight-for-gestational age and breastfeeding duration) of infant BMI peak and its associations with outcomes at 48 months. Comparisons between ethnicities were tested using Bonferroni post-hoc correction.
: Of 1020 infants, 80.5% were followed up at the 48-month visit. Mean (SD) BMI, SSF and FMI at 48 months were 15.6 (1.8) kg/m 2 , 16.5 (5.3) mm and 3.8 (1.3) kg/m 2 , respectively. Mean (SD) age at peak BMI was 6.0 (1.6) months, with a magnitude of 17.2 (1.4) kg/m 2 and pre-peak velocity of 0.7 (0.3) kg/m 2 /month. Compared with Chinese infants, the peak occurred later in Malay {B [95% confidence interval (CI): 0.64 mo (0.36, 0.92)]} and Indian infants [1.11 mo (0.76, 1.46)] and was lower in magnitude in Indian infants [-0.45 kg/m 2 (-0.69, -0.20)]. Adjusting for maternal education, BMI, gestational weight gain, ethnicity, infant sex, gestational age, birthweight-for-gestational-age and breastfeeding duration, higher peak and aPPV were associated with greater BMI, SSF and FMI at 48 months. Age at peak was positively associated with BMI at 48 months [0.15 units (0.09, 0.22)], whereas peak magnitude was associated with SBP [0.17 units (0.05, 0.30)] and DBP at 48 months [0.10 units (0.01, 0.22)]. Older age and higher magnitude at peak were associated with increased risk of overweight at 48 months [Relative Risk (95% CI): 1.35 (1.12-1.62) for age; 1.89 (1.60-2.24) for magnitude]. The associations of BMI peak with BMI and SSF at 48 months were stronger in Malay and Indian children than in Chinese children.
: Ethnic-specific differences in BMI peak characteristics, and associations of BMI peak with early childhood cardio-metabolic markers, suggest an important impact of early BMI development on later metabolic outcomes in Asian populations.
婴儿体重指数(BMI)峰值最近备受关注,因为它可能是未来肥胖和代谢风险的预测指标。然而,尚无研究在代谢疾病风险较高的亚洲人群中考察婴儿BMI峰值。
我们利用了一个母婴队列中1020名婴儿的数据,这些婴儿是新加坡公民或具有相同父母种族背景的华裔、马来裔或印度裔永久居民,未接受化疗、精神药物治疗或患有糖尿病。种族在招募时由本人报告,随后通过基因分型分析进行确认。使用具有随机系数的自然三次样条曲线拟合婴儿BMI数据,以考虑每个孩子的重复测量。我们估计了孩子BMI峰值的特征[峰值时的年龄和大小、峰值前平均速度(aPPV)]。在48个月龄的随访中测量收缩压(SBP)、舒张压(DBP)、BMI、皮褶厚度总和(SSF)和脂肪量指数(FMI)。采用加权多变量线性回归评估婴儿BMI峰值的预测因素(母亲BMI、孕期体重增加、种族、婴儿性别、胎龄、出生体重与胎龄比和母乳喂养持续时间)及其与48个月时各项指标的关联。种族间比较采用Bonferroni事后检验。
1020名婴儿中,80.5%在48个月随访时接受了检查。48个月时的平均(标准差)BMI、SSF和FMI分别为15.6(1.8)kg/m²、16.5(5.3)mm和3.8(1.3)kg/m²。BMI峰值时的平均(标准差)年龄为6.0(1.6)个月,峰值大小为17.2(1.4)kg/m²,峰值前速度为0.7(0.3)kg/m²/月。与华裔婴儿相比,马来裔婴儿{B[95%置信区间(CI):0.64个月(0.36,0.92)]}和印度裔婴儿[1.11个月(0.76,1.46)]的峰值出现较晚,印度裔婴儿的峰值大小较低[-0.45 kg/m²(-0.69,-0.20)]。在调整母亲教育程度、BMI、孕期体重增加、种族、婴儿性别、胎龄、出生体重与胎龄比和母乳喂养持续时间后,较高的峰值和aPPV与48个月时较高的BMI、SSF和FMI相关。峰值时的年龄与48个月时的BMI呈正相关[0.15单位(0.09,0.22)],而峰值大小与48个月时的SBP[0.17单位(0.05,0.30)]和DBP[0.10单位(0.01,0.22)]相关。峰值时年龄较大和峰值大小较高与48个月时超重风险增加相关[相对风险(95%CI):年龄为1.35(1.12 - 1.62);大小为1.89(1.60 - 2.24)]。BMI峰值与48个月时BMI和SSF的关联在马来裔和印度裔儿童中比在华裔儿童中更强。
BMI峰值特征存在种族特异性差异,且BMI峰值与儿童早期心脏代谢指标相关,这表明亚洲人群中早期BMI发育对后期代谢结局有重要影响。