Cargando…
Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies
Thanks to huge advances in sequencing technologies, genomic resources are increasingly being generated and shared by the scientific community. The quality of such public resources are therefore of critical importance. Errors due to contamination are particularly worrying; they are widespread, propag...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Genetics Society of America
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7003083/ https://www.ncbi.nlm.nih.gov/pubmed/31862787 http://dx.doi.org/10.1534/g3.119.400758 |
_version_ | 1783494471729545216 |
---|---|
author | Francois, Clementine M. Durand, Faustine Figuet, Emeric Galtier, Nicolas |
author_facet | Francois, Clementine M. Durand, Faustine Figuet, Emeric Galtier, Nicolas |
author_sort | Francois, Clementine M. |
collection | PubMed |
description | Thanks to huge advances in sequencing technologies, genomic resources are increasingly being generated and shared by the scientific community. The quality of such public resources are therefore of critical importance. Errors due to contamination are particularly worrying; they are widespread, propagate across databases, and can compromise downstream analyses, especially the detection of horizontally-transferred sequences. However we still lack consistent and comprehensive assessments of contamination prevalence in public genomic data. Here we applied a standardized procedure for foreign sequence annotation to 43 published arthropod genomes from the widely used Ensembl Metazoa database. This method combines information on sequence similarity and synteny to identify contaminant and putative horizontally-transferred sequences in any genome assembly, provided that an adequate reference database is available. We uncovered considerable heterogeneity in quality among arthropod assemblies, some being devoid of contaminant sequences, whereas others included hundreds of contaminant genes. Contaminants far outnumbered horizontally-transferred genes and were a major confounder of their detection, quantification and analysis. We strongly recommend that automated standardized decontamination procedures be systematically embedded into the submission process to genomic databases. |
format | Online Article Text |
id | pubmed-7003083 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Genetics Society of America |
record_format | MEDLINE/PubMed |
spelling | pubmed-70030832020-02-14 Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies Francois, Clementine M. Durand, Faustine Figuet, Emeric Galtier, Nicolas G3 (Bethesda) Investigations Thanks to huge advances in sequencing technologies, genomic resources are increasingly being generated and shared by the scientific community. The quality of such public resources are therefore of critical importance. Errors due to contamination are particularly worrying; they are widespread, propagate across databases, and can compromise downstream analyses, especially the detection of horizontally-transferred sequences. However we still lack consistent and comprehensive assessments of contamination prevalence in public genomic data. Here we applied a standardized procedure for foreign sequence annotation to 43 published arthropod genomes from the widely used Ensembl Metazoa database. This method combines information on sequence similarity and synteny to identify contaminant and putative horizontally-transferred sequences in any genome assembly, provided that an adequate reference database is available. We uncovered considerable heterogeneity in quality among arthropod assemblies, some being devoid of contaminant sequences, whereas others included hundreds of contaminant genes. Contaminants far outnumbered horizontally-transferred genes and were a major confounder of their detection, quantification and analysis. We strongly recommend that automated standardized decontamination procedures be systematically embedded into the submission process to genomic databases. Genetics Society of America 2019-12-20 /pmc/articles/PMC7003083/ /pubmed/31862787 http://dx.doi.org/10.1534/g3.119.400758 Text en Copyright © 2020 Francois et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Investigations Francois, Clementine M. Durand, Faustine Figuet, Emeric Galtier, Nicolas Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title | Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title_full | Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title_fullStr | Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title_full_unstemmed | Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title_short | Prevalence and Implications of Contamination in Public Genomic Resources: A Case Study of 43 Reference Arthropod Assemblies |
title_sort | prevalence and implications of contamination in public genomic resources: a case study of 43 reference arthropod assemblies |
topic | Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7003083/ https://www.ncbi.nlm.nih.gov/pubmed/31862787 http://dx.doi.org/10.1534/g3.119.400758 |
work_keys_str_mv | AT francoisclementinem prevalenceandimplicationsofcontaminationinpublicgenomicresourcesacasestudyof43referencearthropodassemblies AT durandfaustine prevalenceandimplicationsofcontaminationinpublicgenomicresourcesacasestudyof43referencearthropodassemblies AT figuetemeric prevalenceandimplicationsofcontaminationinpublicgenomicresourcesacasestudyof43referencearthropodassemblies AT galtiernicolas prevalenceandimplicationsofcontaminationinpublicgenomicresourcesacasestudyof43referencearthropodassemblies |