分享

微生物多样性(扩增子/16S rDNA测序)—α多样性分析方法描述

 Mobio_Lab_Sun 2019-11-12

一、α多样性指数分析内容及意义

a) 群落生态学中研究微生物多样性,通过单样品的多样性分析(α[Alpha]多样性)可以反映微生物群落的丰度和多样性,包括一系列统计学分析指数估计环境群落的物种丰度和多样性。 

b) α多样性指分析主要包括: 

①菌群丰度(Communityrichness)指数计算:Chao、Ace指数; 

②菌群多样性(Community diversity)指数计算:Shannon、Simpson指数。

    ——获得指数计算汇总表格。

c) α多样性可视化分析图(来源:指数分析汇总表):

稀释性曲线(Rarefraction Curve);Shannon-Wiener曲线;Rank-Abundance曲线;Specaccum曲线

二、α多样性分析在科技论文中的描述

a) 稀释性曲线和Shannon-Wiener曲线结合使用:

    例如1:Shannon and Rarefaction analysis showedthat, although new phylotypes can be obtained by additional sequencing, most ofthe gut microbial diversity in each sample was captured with the currentsequencing depth. After rarefying the sequencing depth among all the samplesusing bootstrap (XX,XXX reads per sample), Shannon diversity index andrarefaction OTU estimates were calculated. There was no significant differencein the richness (as indicated by rarefaction OTU estimates) and diversitybetween Group A and Group B in this study.

    如有显著差异:while Group B significantly reduced both the richnessand diversity of the microbiota(P<0.05 OR Show in fig.)。

    例 如2:The richness of oral bacterialcommunities in three oral habitats of periodontitis patients and the controlcohort were estimated by rarefaction and Chao 1, and diversity was estimated byShannon diversity index and Simpson diversity. The shape of the rarefactioncurves indicated new phylotypes would be expected with additional sequencing.However, the Shannon diversity index curves of all samples reached plateauswith the current sequencing, suggesting that most diversity had already beencaptured.

b) Rank-abundance曲线:

     例如1:Rank-abundance curves reflect the factthat a few dominant phylotypes comprise the major proportion of the A communities whereas a more evencommunity is seen in XXX.

      例如2:Bacterial communities were also similarin their structure, exhibiting comparable trends for both rank frequency andabundance across the soils sampled.

c) 物种累积曲线:

   例如:According to the sample number andspecies OTUs, we calculated the species accumulation curve of all participants.In this study, the curve had reached a plateau, and the species had no moreobvious increase as the sample number increased, which indicated that thesample volume in our study was relatively large enough to reflect the speciesrichness.

d) α多样性指数比较:

    例 如:We compared the α-diversity of microbiotabetween XX and XX samples using the chao1, ACE, observed species, Shannon andSimpson index, and found that all five indexes showed significant difference (P= XXX, XXX, XXX, XXX, and XXX, respectively). The XXX samples had asignificantly higher α-diversity.

温馨提示:

    文章写作时,使用α多样性指数种类和方式,需根据文章表述需求进行选择,因此,α多样性指数的差异分析需根据提供的α多样指数汇总表自行完成。

    转藏 分享 献花(0

    0条评论

    发表

    请遵守用户 评论公约

    类似文章 更多