Stability and Variability of the Human Fecal Microbiome Over Two Years in the Multiethnic Cohort Study: A Metagenomic Analysis.

IF 3.4
Darya Moosavi, Keith R Curtis, Timothy W Randolph, Orsalem J Kahsai, Hamza Ammar, Unhee Lim, Iona Cheng, Lynne R Wilkens, Loïc Le Marchand, Johanna W Lampe, Meredith A J Hullar
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Abstract

Background: Understanding the longitudinal variability of the gut microbiome is essential for advancing microbiome-based measurements and designing robust sampling protocols in observational and intervention studies of cancer and other health outcomes. The aim of this study was to explore the temporal variability and stability of the fecal microbiome over a 2-year period, using intraclass correlation (ICC) analysis of metagenomic sequencing data.

Methods: We studied 25 older adults from the Multiethnic Cohort Adiposity Phenotype Study (MEC-APS, 2013-2016). Stool samples were collected every six months over a two-year period (5 samples) and analyzed using metagenomic sequencing. The temporal stability was evaluated using ICCs across taxonomic levels, diversity, and functional genes and pathways.

Results: The microbial community showed stability in alpha diversity and overall structure, with no significant changes across time points (Shannon diversity, p = 0.95). Taxonomic composition showed strong reliability over time, with median ICCs of 0.7 at the genus level and 0.75 at species level. Functional genes also demonstrated good stability (median ICC = 0.68). However, microbial pathways were more variable, with a fair median ICC of 0.49.

Conclusion: While the fecal microbiome was generally stable, some taxa and functions were more dynamic and responsive to external influences.

Impact: Findings highlight the need for reliable microbiome measurements and sampling strategies to reduce bias in studies of the microbiome and cancer.

两年来多种族队列研究中人类粪便微生物组的稳定性和变异性:宏基因组分析。
背景:了解肠道微生物组的纵向变异性对于在癌症和其他健康结果的观察和干预研究中推进基于微生物组的测量和设计可靠的采样方案至关重要。本研究的目的是利用元基因组测序数据的类内相关(ICC)分析,探索2年期间粪便微生物组的时间变异性和稳定性。方法:我们研究了来自多种族队列肥胖表型研究(MEC-APS, 2013-2016)的25名老年人。在两年的时间里,每六个月收集一次粪便样本(5个样本),并使用宏基因组测序进行分析。通过ICCs在分类水平、多样性、功能基因和途径上的时间稳定性进行了评估。结果:微生物群落在α多样性和整体结构上表现出稳定性,在不同时间点上没有显著变化(Shannon多样性,p = 0.95)。随着时间的推移,分类组成具有较强的可靠性,属水平的中位数ICCs为0.7,种水平的中位数ICCs为0.75。功能基因也表现出良好的稳定性(中位ICC = 0.68)。然而,微生物途径的变化更大,平均ICC为0.49。结论:虽然粪便微生物群总体上是稳定的,但一些分类群和功能更具动态性,对外界影响具有响应性。影响:研究结果强调需要可靠的微生物组测量和采样策略,以减少微生物组和癌症研究中的偏差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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