To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW)
Metatranscriptomics has been used widely for investigation and quantification of microbial communities’ activity in response to external stimuli. By assessing the genes expressed, metatranscriptomics provides an understanding of the interactions between different major functional guilds and the envi...
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Online Access: | https://doi.org/10.1093/gigascience/giz096 |
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ftzenodo:oai:zenodo.org:3407362 2024-09-09T19:24:18+00:00 To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) Muhammad Zohaib Anwar Anders Lanzen Toke Bang-Andreasen Carsten Suhr Jacobsen 2019-07-30 https://doi.org/10.1093/gigascience/giz096 eng eng Zenodo https://zenodo.org/communities/microarctic https://doi.org/10.1093/gigascience/giz096 oai:zenodo.org:3407362 info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/article 2019 ftzenodo https://doi.org/10.1093/gigascience/giz096 2024-07-27T04:36:00Z Metatranscriptomics has been used widely for investigation and quantification of microbial communities’ activity in response to external stimuli. By assessing the genes expressed, metatranscriptomics provides an understanding of the interactions between different major functional guilds and the environment. Here, we present ade novoassembly-based Comparative Metatranscriptomics Workflow (CoMW) implemented in a modular, reproducible structure. Metatranscriptomics typically uses short sequence reads, which can either be directly aligned to external reference databases (“assembly-free approach”) or first assembled into contigs before alignment (“assembly-based approach”). We also compare CoMW (assembly-based implementation) with an assembly-free alternative workflow, using simulated and real-world metatranscriptomes from Arctic and temperate terrestrial environments. We evaluate their accuracy in precision and recall using generic and specialized hierarchical protein databases. Article in Journal/Newspaper Arctic Zenodo Arctic GigaScience 8 8 |
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language |
English |
description |
Metatranscriptomics has been used widely for investigation and quantification of microbial communities’ activity in response to external stimuli. By assessing the genes expressed, metatranscriptomics provides an understanding of the interactions between different major functional guilds and the environment. Here, we present ade novoassembly-based Comparative Metatranscriptomics Workflow (CoMW) implemented in a modular, reproducible structure. Metatranscriptomics typically uses short sequence reads, which can either be directly aligned to external reference databases (“assembly-free approach”) or first assembled into contigs before alignment (“assembly-based approach”). We also compare CoMW (assembly-based implementation) with an assembly-free alternative workflow, using simulated and real-world metatranscriptomes from Arctic and temperate terrestrial environments. We evaluate their accuracy in precision and recall using generic and specialized hierarchical protein databases. |
format |
Article in Journal/Newspaper |
author |
Muhammad Zohaib Anwar Anders Lanzen Toke Bang-Andreasen Carsten Suhr Jacobsen |
spellingShingle |
Muhammad Zohaib Anwar Anders Lanzen Toke Bang-Andreasen Carsten Suhr Jacobsen To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
author_facet |
Muhammad Zohaib Anwar Anders Lanzen Toke Bang-Andreasen Carsten Suhr Jacobsen |
author_sort |
Muhammad Zohaib Anwar |
title |
To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
title_short |
To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
title_full |
To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
title_fullStr |
To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
title_full_unstemmed |
To assemble or not to resemble—A validated Comparative Metatranscriptomics Workflow (CoMW) |
title_sort |
to assemble or not to resemble—a validated comparative metatranscriptomics workflow (comw) |
publisher |
Zenodo |
publishDate |
2019 |
url |
https://doi.org/10.1093/gigascience/giz096 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_relation |
https://zenodo.org/communities/microarctic https://doi.org/10.1093/gigascience/giz096 oai:zenodo.org:3407362 |
op_rights |
info:eu-repo/semantics/openAccess Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode |
op_doi |
https://doi.org/10.1093/gigascience/giz096 |
container_title |
GigaScience |
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8 |
container_issue |
8 |
_version_ |
1809894205260038144 |