PEDEGO Research Unit, Medical Research Center, University of Oulu, Oulu, Finland.
Department of Paediatrics, University of Eastern Finland, Kuopio, Finland.
Pediatr Obes. 2020 Nov;15(11):e12680. doi: 10.1111/ijpo.12680. Epub 2020 Jul 7.
Several reports have revealed that the first-pass meconium hosts a diverse microbiome, but its clinical significance is not known.
We designed a prospective population-based cohort study to evaluate whether the meconium microbiome predicts subsequent growth in children.
The study comprised 212 consecutive newborns with a meconium sample and a follow-up sample at 1 year of age. Trained nurses measured the children for weight and length using standardized techniques. We used next-generation sequencing of bacterial 16S rRNA gene and machine-learning approach for the analysis.
The children with overweight at 3 years of age differed in their meconium microbiome from those with normal weight, having a higher proportion of Bacteroidetes phylum (29% vs 15%, P = .013). Using the machine-learning approach, the gut microbiome at birth predicted subsequent overweight with area under the curve 0.70 (SD 0.04). A lower proportion of Staphylococcus at birth was associated with greater length/height at 1 year (ß = -.68, P = .029) and 2 years of age (β = -.74, P = .030).
The microbiome of the first-pass meconium predicted subsequent overweight at the age of 3 years. The association between the gut microbiome and overweight appears to start already during pregnancy and at birth.
有几项报告表明,胎便中存在着多样化的微生物群,但目前尚不清楚其临床意义。
我们设计了一项前瞻性基于人群的队列研究,旨在评估胎便微生物组是否可以预测儿童后续的生长情况。
本研究纳入了 212 名连续的新生儿,他们均有胎便样本和 1 岁时的随访样本。经过培训的护士使用标准化技术为儿童测量体重和身长。我们使用细菌 16S rRNA 基因的下一代测序和机器学习方法进行分析。
3 岁时超重的儿童,其胎便微生物组与体重正常的儿童不同,厚壁菌门的比例更高(29%比 15%,P =.013)。使用机器学习方法,出生时的肠道微生物组可以预测后续的超重,曲线下面积为 0.70(SD 0.04)。出生时葡萄球菌比例较低与 1 岁(β= -.68,P =.029)和 2 岁时的身高/身长增加有关(β= -.74,P =.030)。
首次胎便中的微生物组可预测 3 岁时的超重。肠道微生物组与超重之间的关联似乎早在妊娠和出生时就已经存在。