AsgeneDB: a curated orthology arsenic metabolism gene database and computational tool for metagenome annotation. Issue 4 (1st November 2022)
- Record Type:
- Journal Article
- Title:
- AsgeneDB: a curated orthology arsenic metabolism gene database and computational tool for metagenome annotation. Issue 4 (1st November 2022)
- Main Title:
- AsgeneDB: a curated orthology arsenic metabolism gene database and computational tool for metagenome annotation
- Authors:
- Song, Xinwei
Li, Yiqun
Stirling, Erinne
Zhao, Kankan
Wang, Binhao
Zhu, Yongguan
Luo, Yongming
Xu, Jianming
Ma, Bin - Abstract:
- Abstract: Arsenic (As) is the most ubiquitous toxic metalloid in nature. Microbe-mediated As metabolism plays an important role in global As biogeochemical processes, greatly changing its toxicity and bioavailability. While metagenomic sequencing may advance our understanding of the As metabolism capacity of microbial communities in different environments, accurate metagenomic profiling of As metabolism remains challenging due to low coverage and inaccurate definitions of As metabolism gene families in public orthology databases. Here we developed a manually curated As metabolism gene database (AsgeneDB) comprising 400 242 representative sequences from 59 As metabolism gene families, which are affiliated with 1653 microbial genera from 46 phyla. AsgeneDB achieved 100% annotation sensitivity and 99.96% annotation accuracy for an artificial gene dataset. We then applied AsgeneDB for functional and taxonomic profiling of As metabolism in metagenomes from various habitats (freshwater, hot spring, marine sediment and soil). The results showed that AsgeneDB substantially improved the mapping ratio of short reads in metagenomes from various environments. Compared with other databases, AsgeneDB provides more accurate, more comprehensive and faster analysis of As metabolic genes. In addition, we developed an R package, Asgene, to facilitate the analysis of metagenome sequencing data. Therefore, AsgeneDB and the associated Asgene package will greatly promote the study of As metabolismAbstract: Arsenic (As) is the most ubiquitous toxic metalloid in nature. Microbe-mediated As metabolism plays an important role in global As biogeochemical processes, greatly changing its toxicity and bioavailability. While metagenomic sequencing may advance our understanding of the As metabolism capacity of microbial communities in different environments, accurate metagenomic profiling of As metabolism remains challenging due to low coverage and inaccurate definitions of As metabolism gene families in public orthology databases. Here we developed a manually curated As metabolism gene database (AsgeneDB) comprising 400 242 representative sequences from 59 As metabolism gene families, which are affiliated with 1653 microbial genera from 46 phyla. AsgeneDB achieved 100% annotation sensitivity and 99.96% annotation accuracy for an artificial gene dataset. We then applied AsgeneDB for functional and taxonomic profiling of As metabolism in metagenomes from various habitats (freshwater, hot spring, marine sediment and soil). The results showed that AsgeneDB substantially improved the mapping ratio of short reads in metagenomes from various environments. Compared with other databases, AsgeneDB provides more accurate, more comprehensive and faster analysis of As metabolic genes. In addition, we developed an R package, Asgene, to facilitate the analysis of metagenome sequencing data. Therefore, AsgeneDB and the associated Asgene package will greatly promote the study of As metabolism in microbial communities in various environments. Graphical Abstract: … (more)
- Is Part Of:
- NAR genomics and bioinformatics. Volume 4:Issue 4(2022)
- Journal:
- NAR genomics and bioinformatics
- Issue:
- Volume 4:Issue 4(2022)
- Issue Display:
- Volume 4, Issue 4 (2022)
- Year:
- 2022
- Volume:
- 4
- Issue:
- 4
- Issue Sort Value:
- 2022-0004-0004-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-11-01
- Subjects:
- Genomics -- Periodicals
Bioinformatics -- Periodicals
572.8 - Journal URLs:
- http://www.oxfordjournals.org/ ↗
https://academic.oup.com/nargab ↗ - DOI:
- 10.1093/nargab/lqac080 ↗
- Languages:
- English
- ISSNs:
- 2631-9268
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24195.xml