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用于宏基因组测序的全基因组 shotgun 微生物组研究的粪便样本采集方法比较。

Comparison of Methods To Collect Fecal Samples for Microbiome Studies Using Whole-Genome Shotgun Metagenomic Sequencing.

机构信息

Metabolic Epidemiology Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA

Metabolic Epidemiology Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA.

出版信息

mSphere. 2020 Feb 26;5(1):e00827-19. doi: 10.1128/mSphere.00827-19.

Abstract

Few previous studies have assessed stability and "gold-standard" concordance of fecal sample collection methods for whole-genome shotgun metagenomic sequencing (WGSS), an increasingly popular method for studying the gut microbiome. We used WGSS data to investigate ambient temperature stability and putative gold-standard concordance of microbial profiles in fecal samples collected and stored using fecal occult blood test (FOBT) cards, fecal immunochemical test (FIT) tubes, 95% ethanol, or RNAlater. Among 15 Mayo Clinic employees, for each collection method, we calculated intraclass correlation coefficients (ICCs) to estimate stability of fecal microbial profiles after storage for 4 days at ambient temperature and concordance with immediately frozen, no-solution samples (i.e., the putative gold standard). ICCs were estimated for multiple metrics, including relative abundances of select phyla, species, KEGG k-genes (representing any coding sequence that had >70% identity and >70% query coverage with respect to a known KEGG ortholog), KEGG modules, and KEGG pathways; species and k-gene alpha diversity; and Bray-Curtis and Jaccard species beta diversity. ICCs for microbial profile stability were excellent (≥90%) for fecal samples collected via most of the collection methods, except those preserved in 95% ethanol. Concordance with the immediately frozen, no-solution samples varied for all collection methods, but the number of observed species and the beta diversity metrics tended to have higher concordance than other metrics. Our findings, taken together with previous studies and feasibility considerations, indicated that FOBT cards, FIT tubes, and RNAlater are acceptable choices for fecal sample collection methods in future WGSS studies. A major direction for future microbiome research is implementation of fecal sample collections in large-scale, prospective epidemiologic studies. Studying microbiome-disease associations likely requires microbial data to be pooled from multiple studies. Our findings suggest collection methods that are most optimal to be used standardly across future WGSS microbiome studies.

摘要

先前的研究很少评估用于全基因组鸟枪法宏基因组测序(WGSS)的粪便样本采集方法的稳定性和“黄金标准”一致性,WGSS 是研究肠道微生物组的一种越来越流行的方法。我们使用 WGSS 数据来研究粪便样本采集和储存时的环境温度稳定性以及粪便潜血试验(FOBT)卡、粪便免疫化学试验(FIT)管、95%乙醇或 RNAlater 中微生物谱的潜在黄金标准一致性。在 15 名 Mayo 诊所员工中,对于每种采集方法,我们计算了组内相关系数(ICC),以估计在环境温度下储存 4 天后粪便微生物谱的稳定性,并与立即冷冻、无溶液样本(即潜在的黄金标准)的一致性。ICC 用于多种指标,包括选择的门、物种、KEGG k-基因(代表任何编码序列,其相对于已知的 KEGG 直系同源物具有 >70%的同一性和 >70%的查询覆盖率)、KEGG 模块和 KEGG 途径的相对丰度;物种和 k-基因 alpha 多样性;以及 Bray-Curtis 和 Jaccard 物种 beta 多样性。除了保存在 95%乙醇中的样本外,通过大多数采集方法采集的粪便样本的微生物谱稳定性 ICC 都非常高(≥90%)。所有采集方法与立即冷冻、无溶液样本的一致性存在差异,但观察到的物种数量和 beta 多样性指标往往比其他指标具有更高的一致性。我们的研究结果,以及先前的研究和可行性考虑,表明 FOBT 卡、FIT 管和 RNAlater 是未来 WGSS 研究中粪便样本采集方法的可接受选择。未来微生物组研究的一个主要方向是在大型前瞻性流行病学研究中实施粪便样本采集。研究微生物组与疾病的关联可能需要从多个研究中汇集微生物数据。我们的研究结果表明,在未来的 WGSS 微生物组研究中,最适合使用的采集方法是标准的。

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