Viromes vs. mixed community metagenomes: choice of method dictates interpretation of viral community ecology.

IF 13.8 1区 生物学 Q1 MICROBIOLOGY Microbiome Pub Date : 2024-10-07 DOI:10.1186/s40168-024-01905-x
James C Kosmopoulos, Katherine M Klier, Marguerite V Langwig, Patricia Q Tran, Karthik Anantharaman
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Abstract

Background: Viruses, the majority of which are uncultivated, are among the most abundant biological entities on Earth. From altering microbial physiology to driving community dynamics, viruses are fundamental members of microbiomes. While the number of studies leveraging viral metagenomics (viromics) for studying uncultivated viruses is growing, standards for viromics research are lacking. Viromics can utilize computational discovery of viruses from total metagenomes of all community members (hereafter metagenomes) or use physical separation of virus-specific fractions (hereafter viromes). However, differences in the recovery and interpretation of viruses from metagenomes and viromes obtained from the same samples remain understudied.

Results: Here, we compare viral communities from paired viromes and metagenomes obtained from 60 diverse samples across human gut, soil, freshwater, and marine ecosystems. Overall, viral communities obtained from viromes had greater species richness and total viral genome abundances than those obtained from metagenomes, although there were some exceptions. Despite this, metagenomes still contained many viral genomes not detected in viromes. We also found notable differences in the predicted lytic state of viruses detected in viromes vs metagenomes at the time of sequencing. Other forms of variation observed include genome presence/absence, genome quality, and encoded protein content between viromes and metagenomes, but the magnitude of these differences varied by environment.

Conclusions: Overall, our results show that the choice of method can lead to differing interpretations of viral community ecology. We suggest that the choice of whether to target a metagenome or virome to study viral communities should be dependent on the environmental context and ecological questions being asked. However, our overall recommendation to researchers investigating viral ecology and evolution is to pair both approaches to maximize their respective benefits. Video Abstract.

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病毒组与混合群落元基因组:方法的选择决定病毒群落生态学的解释。
背景:病毒是地球上最丰富的生物实体之一,其中大部分是未培养的。从改变微生物生理学到驱动群落动力学,病毒是微生物组的基本成员。虽然利用病毒元组学(病毒组学)研究未培养病毒的研究越来越多,但病毒组学研究的标准却很缺乏。病毒组学可以利用计算从所有群落成员的总元基因组(以下简称元基因组)中发现病毒,也可以利用物理方法分离病毒特异性部分(以下简称病毒组)。然而,从相同样本中获得的元基因组和病毒组在恢复和解释病毒方面的差异仍未得到充分研究:在此,我们比较了从人类肠道、土壤、淡水和海洋生态系统的 60 种不同样本中获得的成对病毒组和元基因组中的病毒群落。总体而言,从病毒组获得的病毒群落比从元基因组获得的病毒群落具有更高的物种丰富度和病毒基因组总丰度,但也有一些例外。尽管如此,元基因组中仍含有许多病毒组中未检测到的病毒基因组。我们还发现,病毒组与元基因组中检测到的病毒在测序时的预测裂解状态存在明显差异。观察到的其他形式的差异包括病毒组和元基因组之间的基因组存在/不存在、基因组质量和编码蛋白含量,但这些差异的程度因环境而异:总之,我们的研究结果表明,方法的选择会导致对病毒群落生态学的不同解释。我们建议,选择元基因组还是病毒组来研究病毒群落应取决于环境背景和提出的生态问题。不过,我们向研究病毒生态学和进化的研究人员提出的总体建议是将两种方法配对使用,以最大限度地发挥它们各自的优势。视频摘要。
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来源期刊
Microbiome
Microbiome MICROBIOLOGY-
CiteScore
21.90
自引率
2.60%
发文量
198
审稿时长
4 weeks
期刊介绍: Microbiome is a journal that focuses on studies of microbiomes in humans, animals, plants, and the environment. It covers both natural and manipulated microbiomes, such as those in agriculture. The journal is interested in research that uses meta-omics approaches or novel bioinformatics tools and emphasizes the community/host interaction and structure-function relationship within the microbiome. Studies that go beyond descriptive omics surveys and include experimental or theoretical approaches will be considered for publication. The journal also encourages research that establishes cause and effect relationships and supports proposed microbiome functions. However, studies of individual microbial isolates/species without exploring their impact on the host or the complex microbiome structures and functions will not be considered for publication. Microbiome is indexed in BIOSIS, Current Contents, DOAJ, Embase, MEDLINE, PubMed, PubMed Central, and Science Citations Index Expanded.
期刊最新文献
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