An empirically derived method for measuring human gut microbiome alpha diversity: Demonstrated utility in predicting health-related outcomes among a human clinical sample

被引:74
作者
Hagerty, Sarah L. [1 ,2 ]
Hutchison, Kent E. [1 ]
Lowry, Christopher A. [3 ,4 ,5 ]
Bryan, Angela D. [1 ]
机构
[1] Univ Colorado, Dept Psychol & Neurosci, Boulder, CO 80309 USA
[2] Vet Affairs Palo Alto Hlth Care Syst, Palo Alto, CA 94304 USA
[3] Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
[4] Univ Colorado, Ctr Neurosci, Boulder, CO 80309 USA
[5] Univ Colorado, Ctr Microbial Explorat, Boulder, CO 80309 USA
基金
美国国家科学基金会;
关键词
IDENTIFICATION TEST AUDIT; INTESTINAL PERMEABILITY; ALCOHOL; BIODIVERSITY; INFLAMMATION; CHALLENGES; COMMUNITY; KURTOSIS; EVENNESS; SKEWNESS;
D O I
10.1371/journal.pone.0229204
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:21
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