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Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum
Identification and phenotypic drug-susceptibility testing for mycobacteria are time-consuming and challenging but essential for managing mycobacterial infections. Next-generation sequencing (NGS) technologies can increase diagnostic speed and quality, but standardization is still lacking for many as...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9642804/ https://www.ncbi.nlm.nih.gov/pubmed/36386679 http://dx.doi.org/10.3389/fmicb.2022.949328 |
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author | Kok, Nienke A. Peker, Nilay Schuele, Leonard de Beer, Jessica L. Rossen, John W. A. Sinha, Bhanu Couto, Natacha |
author_facet | Kok, Nienke A. Peker, Nilay Schuele, Leonard de Beer, Jessica L. Rossen, John W. A. Sinha, Bhanu Couto, Natacha |
author_sort | Kok, Nienke A. |
collection | PubMed |
description | Identification and phenotypic drug-susceptibility testing for mycobacteria are time-consuming and challenging but essential for managing mycobacterial infections. Next-generation sequencing (NGS) technologies can increase diagnostic speed and quality, but standardization is still lacking for many aspects (e.g., unbiased extraction, host depletion, bioinformatic analysis). Targeted PCR approaches directly on sample material are limited by the number of targets that can be included. Unbiased shotgun metagenomics on direct material is hampered by the massive amount of host DNA, which should be removed to improve the microbial detection sensitivity. For this reason, we developed a method for NGS-based diagnosis of mycobacteria directly from patient material. As a model, we used the non-tuberculous mycobacterium (NTM) Mycobacterium abscessus. We first compared the efficiency of three different DNA extraction kits for isolating DNA (quality and concentration). The two most efficient kits were then used in a follow-up study using artificial sputum. Finally, one extraction kit was selected and further evaluated for DNA isolation from a patients’ sputum mixture spiked with M. abscessus at three concentrations (final concentrations 10(8), 10(7), 10(6) CFU/ml). The spiked sputum samples were processed with and without saponin treatment (ST) in combination with DNAse treatment prior to bacterial DNA extraction to evaluate the recovery of bacteria and depletion of host DNA by PCR and Illumina sequencing. While Ct values of the qPCR targeting mycobacterial ITS DNA remained rather stable, Ct values in the qPCR targeting the human β-actin gene increased by five Ct values in ST samples. In subsequent Illumina sequencing, a decrease of 89% of reads mapped to the human genome was observed in ST samples. The percentage of reads mapped to M. abscessus (10(8) CFU/ml) increased by 89%, and the sequencing depth increased two times when undergoing ST. In conclusion, the sensitivity of M. abscessus detection in artificial sputum was increased using a saponin pre-treatment step. The saponin followed by the DNase I treatment approach could be efficiently applied to detect and characterize mycobacterial infections, including tuberculosis, directly from sputum. |
format | Online Article Text |
id | pubmed-9642804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96428042022-11-15 Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum Kok, Nienke A. Peker, Nilay Schuele, Leonard de Beer, Jessica L. Rossen, John W. A. Sinha, Bhanu Couto, Natacha Front Microbiol Microbiology Identification and phenotypic drug-susceptibility testing for mycobacteria are time-consuming and challenging but essential for managing mycobacterial infections. Next-generation sequencing (NGS) technologies can increase diagnostic speed and quality, but standardization is still lacking for many aspects (e.g., unbiased extraction, host depletion, bioinformatic analysis). Targeted PCR approaches directly on sample material are limited by the number of targets that can be included. Unbiased shotgun metagenomics on direct material is hampered by the massive amount of host DNA, which should be removed to improve the microbial detection sensitivity. For this reason, we developed a method for NGS-based diagnosis of mycobacteria directly from patient material. As a model, we used the non-tuberculous mycobacterium (NTM) Mycobacterium abscessus. We first compared the efficiency of three different DNA extraction kits for isolating DNA (quality and concentration). The two most efficient kits were then used in a follow-up study using artificial sputum. Finally, one extraction kit was selected and further evaluated for DNA isolation from a patients’ sputum mixture spiked with M. abscessus at three concentrations (final concentrations 10(8), 10(7), 10(6) CFU/ml). The spiked sputum samples were processed with and without saponin treatment (ST) in combination with DNAse treatment prior to bacterial DNA extraction to evaluate the recovery of bacteria and depletion of host DNA by PCR and Illumina sequencing. While Ct values of the qPCR targeting mycobacterial ITS DNA remained rather stable, Ct values in the qPCR targeting the human β-actin gene increased by five Ct values in ST samples. In subsequent Illumina sequencing, a decrease of 89% of reads mapped to the human genome was observed in ST samples. The percentage of reads mapped to M. abscessus (10(8) CFU/ml) increased by 89%, and the sequencing depth increased two times when undergoing ST. In conclusion, the sensitivity of M. abscessus detection in artificial sputum was increased using a saponin pre-treatment step. The saponin followed by the DNase I treatment approach could be efficiently applied to detect and characterize mycobacterial infections, including tuberculosis, directly from sputum. Frontiers Media S.A. 2022-10-25 /pmc/articles/PMC9642804/ /pubmed/36386679 http://dx.doi.org/10.3389/fmicb.2022.949328 Text en Copyright © 2022 Kok, Peker, Schuele, de Beer, Rossen, Sinha and Couto. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Kok, Nienke A. Peker, Nilay Schuele, Leonard de Beer, Jessica L. Rossen, John W. A. Sinha, Bhanu Couto, Natacha Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title | Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title_full | Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title_fullStr | Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title_full_unstemmed | Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title_short | Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum |
title_sort | host dna depletion can increase the sensitivity of mycobacterium spp. detection through shotgun metagenomics in sputum |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9642804/ https://www.ncbi.nlm.nih.gov/pubmed/36386679 http://dx.doi.org/10.3389/fmicb.2022.949328 |
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