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Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils

Here we assess the ability of random whole metagenomic sequencing approaches to discriminate between similar soils from two geographically distinct urban sites for application in forensic science. Repeat samples from two parklands in residential areas separated by approximately 3 km were collected a...

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Autores principales: Khodakova, Anastasia S., Smith, Renee J., Burgoyne, Leigh, Abarno, Damien, Linacre, Adrian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4128759/
https://www.ncbi.nlm.nih.gov/pubmed/25111003
http://dx.doi.org/10.1371/journal.pone.0104996
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author Khodakova, Anastasia S.
Smith, Renee J.
Burgoyne, Leigh
Abarno, Damien
Linacre, Adrian
author_facet Khodakova, Anastasia S.
Smith, Renee J.
Burgoyne, Leigh
Abarno, Damien
Linacre, Adrian
author_sort Khodakova, Anastasia S.
collection PubMed
description Here we assess the ability of random whole metagenomic sequencing approaches to discriminate between similar soils from two geographically distinct urban sites for application in forensic science. Repeat samples from two parklands in residential areas separated by approximately 3 km were collected and the DNA was extracted. Shotgun, whole genome amplification (WGA) and single arbitrarily primed DNA amplification (AP-PCR) based sequencing techniques were then used to generate soil metagenomic profiles. Full and subsampled metagenomic datasets were then annotated against M5NR/M5RNA (taxonomic classification) and SEED Subsystems (metabolic classification) databases. Further comparative analyses were performed using a number of statistical tools including: hierarchical agglomerative clustering (CLUSTER); similarity profile analysis (SIMPROF); non-metric multidimensional scaling (NMDS); and canonical analysis of principal coordinates (CAP) at all major levels of taxonomic and metabolic classification. Our data showed that shotgun and WGA-based approaches generated highly similar metagenomic profiles for the soil samples such that the soil samples could not be distinguished accurately. An AP-PCR based approach was shown to be successful at obtaining reproducible site-specific metagenomic DNA profiles, which in turn were employed for successful discrimination of visually similar soil samples collected from two different locations.
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spelling pubmed-41287592014-08-12 Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils Khodakova, Anastasia S. Smith, Renee J. Burgoyne, Leigh Abarno, Damien Linacre, Adrian PLoS One Research Article Here we assess the ability of random whole metagenomic sequencing approaches to discriminate between similar soils from two geographically distinct urban sites for application in forensic science. Repeat samples from two parklands in residential areas separated by approximately 3 km were collected and the DNA was extracted. Shotgun, whole genome amplification (WGA) and single arbitrarily primed DNA amplification (AP-PCR) based sequencing techniques were then used to generate soil metagenomic profiles. Full and subsampled metagenomic datasets were then annotated against M5NR/M5RNA (taxonomic classification) and SEED Subsystems (metabolic classification) databases. Further comparative analyses were performed using a number of statistical tools including: hierarchical agglomerative clustering (CLUSTER); similarity profile analysis (SIMPROF); non-metric multidimensional scaling (NMDS); and canonical analysis of principal coordinates (CAP) at all major levels of taxonomic and metabolic classification. Our data showed that shotgun and WGA-based approaches generated highly similar metagenomic profiles for the soil samples such that the soil samples could not be distinguished accurately. An AP-PCR based approach was shown to be successful at obtaining reproducible site-specific metagenomic DNA profiles, which in turn were employed for successful discrimination of visually similar soil samples collected from two different locations. Public Library of Science 2014-08-11 /pmc/articles/PMC4128759/ /pubmed/25111003 http://dx.doi.org/10.1371/journal.pone.0104996 Text en © 2014 Khodakova et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Khodakova, Anastasia S.
Smith, Renee J.
Burgoyne, Leigh
Abarno, Damien
Linacre, Adrian
Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title_full Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title_fullStr Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title_full_unstemmed Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title_short Random Whole Metagenomic Sequencing for Forensic Discrimination of Soils
title_sort random whole metagenomic sequencing for forensic discrimination of soils
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4128759/
https://www.ncbi.nlm.nih.gov/pubmed/25111003
http://dx.doi.org/10.1371/journal.pone.0104996
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