Cargando…

Short pyrosequencing reads suffice for accurate microbial community analysis

Pyrosequencing technology allows us to characterize microbial communities using 16S ribosomal RNA (rRNA) sequences orders of magnitude faster and more cheaply than has previously been possible. However, results from different studies using pyrosequencing and traditional sequencing are often difficul...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Zongzhi, Lozupone, Catherine, Hamady, Micah, Bushman, Frederic D., Knight, Rob
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2094085/
https://www.ncbi.nlm.nih.gov/pubmed/17881377
http://dx.doi.org/10.1093/nar/gkm541
_version_ 1782138215427211264
author Liu, Zongzhi
Lozupone, Catherine
Hamady, Micah
Bushman, Frederic D.
Knight, Rob
author_facet Liu, Zongzhi
Lozupone, Catherine
Hamady, Micah
Bushman, Frederic D.
Knight, Rob
author_sort Liu, Zongzhi
collection PubMed
description Pyrosequencing technology allows us to characterize microbial communities using 16S ribosomal RNA (rRNA) sequences orders of magnitude faster and more cheaply than has previously been possible. However, results from different studies using pyrosequencing and traditional sequencing are often difficult to compare, because amplicons covering different regions of the rRNA might yield different conclusions. We used sequences from over 200 globally dispersed environments to test whether studies that used similar primers clustered together mistakenly, without regard to environment. We then tested whether primer choice affects sequence-based community analyses using UniFrac, our recently-developed method for comparing microbial communities. We performed three tests of primer effects. We tested whether different simulated amplicons generated the same UniFrac clustering results as near-full-length sequences for three recent large-scale studies of microbial communities in the mouse and human gut, and the Guerrero Negro microbial mat. We then repeated this analysis for short sequences (100-, 150-, 200- and 250-base reads) resembling those produced by pyrosequencing. The results show that sequencing effort is best focused on gathering more short sequences rather than fewer longer ones, provided that the primers are chosen wisely, and that community comparison methods such as UniFrac are surprisingly robust to variation in the region sequenced.
format Text
id pubmed-2094085
institution National Center for Biotechnology Information
language English
publishDate 2007
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-20940852007-12-03 Short pyrosequencing reads suffice for accurate microbial community analysis Liu, Zongzhi Lozupone, Catherine Hamady, Micah Bushman, Frederic D. Knight, Rob Nucleic Acids Res Methods Online Pyrosequencing technology allows us to characterize microbial communities using 16S ribosomal RNA (rRNA) sequences orders of magnitude faster and more cheaply than has previously been possible. However, results from different studies using pyrosequencing and traditional sequencing are often difficult to compare, because amplicons covering different regions of the rRNA might yield different conclusions. We used sequences from over 200 globally dispersed environments to test whether studies that used similar primers clustered together mistakenly, without regard to environment. We then tested whether primer choice affects sequence-based community analyses using UniFrac, our recently-developed method for comparing microbial communities. We performed three tests of primer effects. We tested whether different simulated amplicons generated the same UniFrac clustering results as near-full-length sequences for three recent large-scale studies of microbial communities in the mouse and human gut, and the Guerrero Negro microbial mat. We then repeated this analysis for short sequences (100-, 150-, 200- and 250-base reads) resembling those produced by pyrosequencing. The results show that sequencing effort is best focused on gathering more short sequences rather than fewer longer ones, provided that the primers are chosen wisely, and that community comparison methods such as UniFrac are surprisingly robust to variation in the region sequenced. Oxford University Press 2007-09 2007-09-18 /pmc/articles/PMC2094085/ /pubmed/17881377 http://dx.doi.org/10.1093/nar/gkm541 Text en © 2007 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Liu, Zongzhi
Lozupone, Catherine
Hamady, Micah
Bushman, Frederic D.
Knight, Rob
Short pyrosequencing reads suffice for accurate microbial community analysis
title Short pyrosequencing reads suffice for accurate microbial community analysis
title_full Short pyrosequencing reads suffice for accurate microbial community analysis
title_fullStr Short pyrosequencing reads suffice for accurate microbial community analysis
title_full_unstemmed Short pyrosequencing reads suffice for accurate microbial community analysis
title_short Short pyrosequencing reads suffice for accurate microbial community analysis
title_sort short pyrosequencing reads suffice for accurate microbial community analysis
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2094085/
https://www.ncbi.nlm.nih.gov/pubmed/17881377
http://dx.doi.org/10.1093/nar/gkm541
work_keys_str_mv AT liuzongzhi shortpyrosequencingreadssufficeforaccuratemicrobialcommunityanalysis
AT lozuponecatherine shortpyrosequencingreadssufficeforaccuratemicrobialcommunityanalysis
AT hamadymicah shortpyrosequencingreadssufficeforaccuratemicrobialcommunityanalysis
AT bushmanfredericd shortpyrosequencingreadssufficeforaccuratemicrobialcommunityanalysis
AT knightrob shortpyrosequencingreadssufficeforaccuratemicrobialcommunityanalysis