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Modified PCR protocol to increase sensitivity for determination of bacterial community composition
BACKGROUND: The objective of this project was to increase the sensitivity of sequence-based bacterial community determination without impacting community composition or interfering with cluster formation during sequencing. Two PCR protocols (standard and modified) were examined in airway samples whe...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045227/ https://www.ncbi.nlm.nih.gov/pubmed/33849648 http://dx.doi.org/10.1186/s40168-020-00958-y |
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author | Williamson, Kayla M. Wagner, Brandie D. Robertson, Charles E. Stevens, Mark J. Sontag, Marci K. Mourani, Peter M. Harris, J. Kirk |
author_facet | Williamson, Kayla M. Wagner, Brandie D. Robertson, Charles E. Stevens, Mark J. Sontag, Marci K. Mourani, Peter M. Harris, J. Kirk |
author_sort | Williamson, Kayla M. |
collection | PubMed |
description | BACKGROUND: The objective of this project was to increase the sensitivity of sequence-based bacterial community determination without impacting community composition or interfering with cluster formation during sequencing. Two PCR protocols (standard and modified) were examined in airway samples where we observed a large range in bacterial load (3.1–6.2 log(10) 16S rRNA gene copies/reaction). Tracheal aspirate (TA) samples (n = 99) were collected from sixteen children requiring mechanical ventilation at a single center. DNA was extracted, and total bacterial load (TBL) was assessed using qPCR. Amplification of 16S rRNA was attempted with both protocols in all samples. RESULTS: PCR product was observed using both protocols in 52 samples and in 24 additional samples only with the modified protocol. TBL, diversity metrics, and prominent taxa were compared for samples in three groups based on success of the two protocols (successful with both, success with modified only, unsuccessful for both). TBL differed significantly across the three groups (p<0.001). Specifically, the modified protocol allowed amplification from samples with intermediate TBL. Shannon diversity was similar between the two protocols, and Morisita-Horn beta diversity index showed high agreement between the two protocols within samples (median value 0.9997, range 0.9947 to 1). We show that both protocols identify similar communities, and the technical variability of both protocols was very low. The use of limited PCR cycles was a key feature to limit impact of background by exclusion of 24% of samples with no evidence of bacterial DNA present in the sample. CONCLUSION: The modified amplification protocol represents a viable approach that increased sensitivity of bacterial community analysis, which is important for study of the human airway microbiome where bacterial load is highly variable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-020-00958-y. |
format | Online Article Text |
id | pubmed-8045227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80452272021-04-14 Modified PCR protocol to increase sensitivity for determination of bacterial community composition Williamson, Kayla M. Wagner, Brandie D. Robertson, Charles E. Stevens, Mark J. Sontag, Marci K. Mourani, Peter M. Harris, J. Kirk Microbiome Research BACKGROUND: The objective of this project was to increase the sensitivity of sequence-based bacterial community determination without impacting community composition or interfering with cluster formation during sequencing. Two PCR protocols (standard and modified) were examined in airway samples where we observed a large range in bacterial load (3.1–6.2 log(10) 16S rRNA gene copies/reaction). Tracheal aspirate (TA) samples (n = 99) were collected from sixteen children requiring mechanical ventilation at a single center. DNA was extracted, and total bacterial load (TBL) was assessed using qPCR. Amplification of 16S rRNA was attempted with both protocols in all samples. RESULTS: PCR product was observed using both protocols in 52 samples and in 24 additional samples only with the modified protocol. TBL, diversity metrics, and prominent taxa were compared for samples in three groups based on success of the two protocols (successful with both, success with modified only, unsuccessful for both). TBL differed significantly across the three groups (p<0.001). Specifically, the modified protocol allowed amplification from samples with intermediate TBL. Shannon diversity was similar between the two protocols, and Morisita-Horn beta diversity index showed high agreement between the two protocols within samples (median value 0.9997, range 0.9947 to 1). We show that both protocols identify similar communities, and the technical variability of both protocols was very low. The use of limited PCR cycles was a key feature to limit impact of background by exclusion of 24% of samples with no evidence of bacterial DNA present in the sample. CONCLUSION: The modified amplification protocol represents a viable approach that increased sensitivity of bacterial community analysis, which is important for study of the human airway microbiome where bacterial load is highly variable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-020-00958-y. BioMed Central 2021-04-13 /pmc/articles/PMC8045227/ /pubmed/33849648 http://dx.doi.org/10.1186/s40168-020-00958-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Williamson, Kayla M. Wagner, Brandie D. Robertson, Charles E. Stevens, Mark J. Sontag, Marci K. Mourani, Peter M. Harris, J. Kirk Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title | Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title_full | Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title_fullStr | Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title_full_unstemmed | Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title_short | Modified PCR protocol to increase sensitivity for determination of bacterial community composition |
title_sort | modified pcr protocol to increase sensitivity for determination of bacterial community composition |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045227/ https://www.ncbi.nlm.nih.gov/pubmed/33849648 http://dx.doi.org/10.1186/s40168-020-00958-y |
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