Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States of America.
Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, United States of America.
PLoS One. 2020 Mar 2;15(3):e0229204. doi: 10.1371/journal.pone.0229204. eCollection 2020.
The human gut microbiome has emerged as a potential key factor involved in the manifestation of physical and mental health. Despite an explosion of cross-disciplinary interest in researching the gut microbiome, there remains to be a gold-standard method for operationalizing gut microbiome alpha diversity. Given researchers' interest in examining the relationships among gut microbiome alpha diversity and health-related outcomes of interest, a way of operationalizing the microbiome that yields a numeric value, which could be used in common statistical approaches, is needed. Thus, the current study aims to provide methodological guidance for how to operationalize microbiome alpha diversity. Findings suggest that alpha diversity of the human gut microbiome is comprised of two sub-constructs (richness and evenness), and we propose a step-by-step method of creating alpha diversity composite measures based on this key insight. Finally, we demonstrate that our empirically derived richness and evenness composite measures are significantly associated with health-related variables of interest (alcohol use, symptoms of depression) among a human clinical sample.
人类肠道微生物组已成为一个潜在的关键因素,涉及身心健康的表现。尽管跨学科研究肠道微生物组的兴趣激增,但对于肠道微生物组α多样性的操作化仍然缺乏黄金标准方法。鉴于研究人员对研究肠道微生物组α多样性与健康相关结果之间关系的兴趣,需要一种产生数值的微生物组操作化方法,该方法可以用于常见的统计方法。因此,本研究旨在为如何操作化微生物组α多样性提供方法学指导。研究结果表明,人类肠道微生物组的α多样性由两个子结构(丰富度和均匀度)组成,我们基于这一关键见解提出了一种创建α多样性综合度量的逐步方法。最后,我们证明我们通过实证得出的丰富度和均匀度综合度量与人类临床样本中与健康相关的变量(酒精使用、抑郁症状)显著相关。