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      Host DNA depletion can increase the sensitivity of Mycobacterium spp. detection through shotgun metagenomics in sputum

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          Abstract

          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.

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          Most cited references22

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          Non-tuberculous mycobacteria and the rise of Mycobacterium abscessus

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            Nanopore metagenomics enables rapid clinical diagnosis of bacterial lower respiratory infection

            The gold standard for clinical diagnosis of bacterial lower respiratory infections (LRIs) is culture, which has poor sensitivity and is too slow to guide early, targeted antimicrobial therapy. Metagenomic sequencing could identify LRI pathogens much faster than culture, but methods are needed to remove the large amount of human DNA present in these samples for this approach to be feasible. We developed a metagenomics method for bacterial LRI diagnosis that features efficient saponin-based host DNA depletion and nanopore sequencing. Our pilot method was tested on 40 samples, then optimized and tested on a further 41 samples. Our optimized method (6 h from sample to result) was 96.6% sensitive and 41.7% specific for pathogen detection compared with culture and we could accurately detect antibiotic resistance genes. After confirmatory quantitative PCR and pathobiont-specific gene analyses, specificity and sensitivity increased to 100%. Nanopore metagenomics can rapidly and accurately characterize bacterial LRIs and might contribute to a reduction in broad-spectrum antibiotic use.
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              Same-Day Diagnostic and Surveillance Data for Tuberculosis via Whole-Genome Sequencing of Direct Respiratory Samples

              ABSTRACT Routine full characterization of Mycobacterium tuberculosis is culture based, taking many weeks. Whole-genome sequencing (WGS) can generate antibiotic susceptibility profiles to inform treatment, augmented with strain information for global surveillance; such data could be transformative if provided at or near the point of care. We demonstrate a low-cost method of DNA extraction directly from patient samples for M. tuberculosis WGS. We initially evaluated the method by using the Illumina MiSeq sequencer (40 smear-positive respiratory samples obtained after routine clinical testing and 27 matched liquid cultures). M. tuberculosis was identified in all 39 samples from which DNA was successfully extracted. Sufficient data for antibiotic susceptibility prediction were obtained from 24 (62%) samples; all results were concordant with reference laboratory phenotypes. Phylogenetic placement was concordant between direct and cultured samples. With Illumina MiSeq/MiniSeq, the workflow from patient sample to results can be completed in 44/16 h at a reagent cost of £96/£198 per sample. We then employed a nonspecific PCR-based library preparation method for sequencing on an Oxford Nanopore Technologies MinION sequencer. We applied this to cultured Mycobacterium bovis strain BCG DNA and to combined culture-negative sputum DNA and BCG DNA. For flow cell version R9.4, the estimated turnaround time from patient to identification of BCG, detection of pyrazinamide resistance, and phylogenetic placement was 7.5 h, with full susceptibility results 5 h later. Antibiotic susceptibility predictions were fully concordant. A critical advantage of MinION is the ability to continue sequencing until sufficient coverage is obtained, providing a potential solution to the problem of variable amounts of M. tuberculosis DNA in direct samples.
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                Author and article information

                Contributors
                Journal
                Front Microbiol
                Front Microbiol
                Front. Microbiol.
                Frontiers in Microbiology
                Frontiers Media S.A.
                1664-302X
                25 October 2022
                2022
                : 13
                : 949328
                Affiliations
                [1] 1University of Groningen, University Medical Center Groningen, Department of Medical Microbiology and Infection Prevention , Groningen, Netherlands
                [2] 2Laboratory for Medical Microbiology and Public Health, Labmicta , Hengelo, Netherlands
                [3] 3Laboratory of Clinical Microbiology and Infectious Diseases, Isala Hospital , Zwolle, Netherlands
                [4] 4Department of Pathology, University of Utah School of Medicine , Salt Lake City, UT, United States
                [5] 5Department of Biology and Biochemistry, The Milner Centre for Evolution, University of Bath , Bath, United Kingdom
                Author notes

                Edited by: Sivakumar Shanmugam, National Institute of Research in Tuberculosis (ICMR), India

                Reviewed by: Radha Gopalaswamy, National Institute of Research in Tuberculosis (ICMR), India; Azger Dusthackeer, National Institute of Research in Tuberculosis (ICMR), India

                *Correspondence: Natacha Couto, n.monge.gomes.do.couto@ 123456umcg.nl

                Present address: Nienke A. Kok, Becton, Dickinson and Company, R&D Department, Drachten, Netherlands

                These authors share last authorship

                This article was submitted to Infectious Agents and Disease, a section of the journal Frontiers in Microbiology

                Article
                10.3389/fmicb.2022.949328
                9642804
                36386679
                d8ed90bf-174d-42a0-9faf-002d1028a088
                Copyright © 2022 Kok, Peker, Schuele, de Beer, Rossen, Sinha and Couto.

                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.

                History
                : 20 May 2022
                : 29 August 2022
                Page count
                Figures: 6, Tables: 1, Equations: 0, References: 31, Pages: 11, Words: 6009
                Categories
                Microbiology
                Original Research

                Microbiology & Virology
                internal transcribed spacer,n-acetyl-l-cysteine,next-generation sequencing,shotgun metagenomics,saponin treatment,tuberculosis,host dna depletion,drug-resistant

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