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使用效应量统计评估发现,肠道微生物群多样性受西化饮食模式的影响比体重指数更大。

Gut microbiome diversity influenced more by the Westernized dietary regime than the body mass index as assessed using effect size statistic.

作者信息

Davis Shannon C, Yadav Jagjit S, Barrow Stephanie D, Robertson Boakai K

机构信息

Microbiology Program, Department of Biological Sciences, College of Science, Technology, Engineering and Mathematics, Alabama State University, Montgomery, AL, USA.

Microbial Pathogenesis and Immunotoxicology Laboratory, Department of Environmental Health, College of Medicine, University of Cincinnati, Cincinnati, OH, USA.

出版信息

Microbiologyopen. 2017 Aug;6(4). doi: 10.1002/mbo3.476. Epub 2017 Jul 4.

Abstract

Human gut microbiome dysbiosis has been associated with the onset of metabolic diseases and disorders. However, the critical factors leading to dysbiosis are poorly understood. In this study, we provide increasing evidence of the association of diet type and body mass index (BMI) and how they relatively influence the taxonomic structure of the gut microbiota with respect to the causation of gut microbiome dysbiosis. The study included randomly selected Alabama residents (n = 81), including females (n = 45) and males (n = 36). The demographics data included age (33 ± 13.3 years), height (1.7 ± 0.11 meters), and weight (82.3 ± 20.6 kg). The mean BMI was 28.3 ± 7.01, equating to an overweight BMI category. A cross-sectional case-control design encompassing the newly recognized effect size approach to bioinformatics analysis was used to analyze data from donated stool samples and accompanying nutrition surveys. We investigated the microbiome variations in the Bacteroidetes-Firmicutes ratio relative to BMI, food categories, and dietary groups at stratified abundance percentages of <20%, 20%, 30%, 40%, 50%, 60%, and ≥70%. We further investigated variation in the Firmicutes and Bacteroidetes phyla composition (at the genus and species level) in relation to BMI, food categories, and dietary groups (Westernized or healthy). The Pearson Correlation coefficient as an indication of effect size across Alpha diversity indices was used to test the hypothesis (H ): increased BMI has greater effect on taxonomic diversity than Westernized diet type, (H ): increased BMI does not have a greater effect on taxonomic diversity than Westernized diet type. In conclusion, we rejected the (H ) as our results demonstrated that Westernized diet type had an effect size of 0.22 posing a greater impact upon the gut microbiota diversity than an increased BMI with an effect size of 0.16. This implied Westernized diet as a critical factor in causing dysbiosis as compared to an overweight or obese body mass index.

摘要

人类肠道微生物群失调与代谢性疾病和紊乱的发生有关。然而,导致失调的关键因素却知之甚少。在本研究中,我们提供了越来越多的证据,证明饮食类型和体重指数(BMI)之间的关联,以及它们在肠道微生物群分类结构方面相对于肠道微生物群失调病因的相对影响。该研究随机选取了阿拉巴马州居民(n = 81),包括女性(n = 45)和男性(n = 36)。人口统计学数据包括年龄(33 ± 13.3岁)、身高(1.7 ± 0.11米)和体重(82.3 ± 20.6千克)。平均BMI为28.3 ± 7.01,属于超重BMI类别。采用横断面病例对照设计,结合新认可的生物信息学分析效应量方法,对捐赠粪便样本和随附的营养调查数据进行分析。我们在分层丰度百分比<20%、20%、30%、40%、50%、60%和≥70%的情况下,研究了拟杆菌门与厚壁菌门比例相对于BMI、食物类别和饮食组的微生物组变化。我们进一步研究了厚壁菌门和拟杆菌门的门组成(在属和种水平)与BMI、食物类别和饮食组(西式或健康)的关系。使用皮尔逊相关系数作为跨阿尔法多样性指数效应量的指标来检验假设(H₁):BMI增加对分类多样性的影响大于西式饮食类型,(H₂):BMI增加对分类多样性的影响不大于西式饮食类型。总之,我们拒绝了(H₁),因为我们的结果表明,西式饮食类型的效应量为0.22,对肠道微生物群多样性的影响大于BMI增加时的效应量0.16。这意味着与超重或肥胖的体重指数相比,西式饮食是导致失调的关键因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f6a/5552927/ec4e43410cea/MBO3-6-na-g001.jpg

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