Off-target metagenomics: Leveraging whole genome sequencing to study the bacteriome of the liverwort Calasterella californica

IF 3.5 3区 生物学 Q2 PLANT SCIENCES
Applications in Plant Sciences Pub Date : 2026-06-23 Epub Date: 2026-06-10 DOI:10.1002/aps3.70064
Ixchel S. González-Ramírez, Michael J. Song, Elijah C. Mehlferber, Brent D. Mishler
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引用次数: 0

Abstract

Premise

The recovery of non-target organism reads, especially when whole organisms are sampled, constitutes a great opportunity for studying microbial communities. The increase in whole genome sequencing feasibility and the development of new marker-based pipelines enable the use of short reads to study bacterial communities associated with organisms.

Methods

We utilized population genomic data of the liverwort Calasterella californica obtained through the California Conservation Genomics Project to characterize the composition of its associated bacterial communities and explore its variation across the geographic space.

Results

The bacterial communities associated with C. californica were dominated by the methanotroph Methylobacterium and other Hyphomicrobiales, a group that includes well-known plant symbionts. While diversity metrics of bacteria composition were similar across localities, we found significant differences in the relative abundance of a few taxa across California regions, likely driven by differences in precipitation and temperature seasonality.

Discussion

Our results support previous observations that liverwort bacterial communities are not randomly assembled, suggesting a potential role of the plant in determining community composition, an emerging pattern that deserves more attention. The novel off-target metagenomics approach can be applied to any population-level resequencing where whole organisms are sequenced, opening the door to exciting avenues of microbiome research using repurposed data from landscape genomics.

Abstract Image

脱靶宏基因组学:利用全基因组测序来研究加州Calasterella liverworth的细菌组
非目标生物读数的恢复,特别是当整个生物取样时,为研究微生物群落提供了一个很好的机会。全基因组测序可行性的提高和新的基于标记的管道的发展使得使用短读段来研究与生物体相关的细菌群落成为可能。方法利用加州保护基因组项目(California Conservation Genomics Project)获得的加州Calasterella calnica的种群基因组数据,表征其相关细菌群落的组成,并探索其在地理空间上的差异。结果 细菌菌与c . californica相关的社区是由Methylobacterium和其他生丝微菌目,一群,其中包括著名的植物共生体。虽然细菌组成的多样性指标在各地相似,但我们发现加州地区一些分类群的相对丰度存在显著差异,这可能是由于降水和温度季节性的差异造成的。我们的研究结果支持了先前的观察结果,即苔类细菌群落不是随机聚集的,这表明植物在决定群落组成方面的潜在作用,这是一种值得更多关注的新兴模式。这种新颖的脱靶宏基因组学方法可以应用于任何种群水平的重测序,对整个生物体进行测序,为利用景观基因组学的重新定位数据进行微生物组研究打开了令人兴奋的大门。
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来源期刊
CiteScore
7.30
自引率
0.00%
发文量
50
审稿时长
12 weeks
期刊介绍: Applications in Plant Sciences (APPS) is a monthly, peer-reviewed, open access journal promoting the rapid dissemination of newly developed, innovative tools and protocols in all areas of the plant sciences, including genetics, structure, function, development, evolution, systematics, and ecology. Given the rapid progress today in technology and its application in the plant sciences, the goal of APPS is to foster communication within the plant science community to advance scientific research. APPS is a publication of the Botanical Society of America, originating in 2009 as the American Journal of Botany''s online-only section, AJB Primer Notes & Protocols in the Plant Sciences. APPS publishes the following types of articles: (1) Protocol Notes describe new methods and technological advancements; (2) Genomic Resources Articles characterize the development and demonstrate the usefulness of newly developed genomic resources, including transcriptomes; (3) Software Notes detail new software applications; (4) Application Articles illustrate the application of a new protocol, method, or software application within the context of a larger study; (5) Review Articles evaluate available techniques, methods, or protocols; (6) Primer Notes report novel genetic markers with evidence of wide applicability.
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