Assessment and validation of enrichment and target capture approaches to improve Mycobacterium tuberculosis WGS from direct patient samples
Mann, B. C.; Warren, R. C.; Jacobson, K. R.; Farhat, M. R.; Ghebrekristos, Y.
Show abstract
BackgroundWithin-host M. tuberculosis (Mtb) diversity may capture antibiotic resistance or predict tuberculosis treatment failure and is best captured through sequencing directly from sputum. Here we compared three sample preprocessing steps for DNA decontamination and studied the yield of a new target enrichment protocol for optimal whole-genome sequencing (WGS) from direct patient samples. Design/MethodsMtb positive NALC - NaOH treated patient sputum sediments were pooled, and heat inactivated, split in replicates, and treated by either a wash, DNase I or Benzonase digestion. Levels of contaminating host DNA and target Mtb DNA was assessed by Quantitative PCR (qPCR), followed by WGS with and without custom dsDNA target enrichment. ResultsThe pre-treatment sample has a high host-to-target ratio of DNA (6 168 {+/-} 1 638 host copies/ng to 212,3 {+/-} 59,4 Mtb copies/ng) that significantly decreased with all three treatments. Benzonase treatment resulted in the highest enrichment of Mtb DNA at 100-fold compared with control (3 422 {+/-} 2 162 host copies/ng to 11 721 {+/-} 7 096 Mtb copies/ng). The custom dsDNA probe panel successfully enriched libraries from as little as 0.45 pg of Mtb DNA (100 genome copies). Applied to direct sputum after benzonase treatment the dsDNA target enrichment panel increased the percent of sequencing reads mapping to the Mtb to 90,95% from 1,18 % compared with benzonase treatment without enrichment. ConclusionWe demonstrate a low limit of detection (LoD) for a new custom dsDNA Mtb target enrichment panel that has a favourable cost profile. The results also demonstrate that pre-processing to remove contaminating extracellular DNA prior to cell lysis and DNA extraction improves the host-to-Mtb DNA ratio but is not adequate to support average coverage WGS without target capture.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Machine-learning based detection of adventitious microbes in T-cell therapy cultures using long read sequencing 94%
- Nested PCR to optimize rpoB metabarcoding for low-concentration and host-associated bacterial DNA 94%
- GenomicGapID: Leveraging Spatial Distribution of Conserved Genomic Sites for Broad-Spectrum Microbial Identification 94%
Similar papers in this journal
- MagnaExtract, a novel magnetic bead-based extraction method for the molecular detection of antimicrobial resistance genes in fresh water. 94%
- An evaluation of screening methods for the detection of extended-spectrum beta-lactamase-producing Escherichia coli and Klebsiella pneumoniae in environmental samples from healthcare settings 93%
- Prevalence of antimicrobial resistance phenotypes and genes in stable fly- and manure-derived bacterial isolates from clinically relevant taxa in dairy settings 92%
Similar papers in this journal
- Rapid metagenomic sequencing for diagnosis and antimicrobial sensitivity prediction of canine bacterial infections 94%
- Comparison of R9.4.1/Kit10 and R10/Kit12 Oxford Nanopore flowcells and chemistries in bacterial genome reconstruction 93%
- Evaluation of the accuracy of bacterial genome reconstruction with Oxford Nanopore R10.4.1 long-read-only sequencing 93%
Similar papers in this journal
- German-wide interlaboratory study compares consistency, accuracy and reproducibility of whole-genome short read sequencing 94%
- An improved hgcAB primer set and direct high throughput sequencing expand Hg-methylator diversity in nature 94%
- Predicting environmental stressor levels with machine learning: a comparison between amplicon sequencing, metagenomics, and total RNA sequencing based on taxonomically assigned data 93%
Similar papers in this journal
- The hospital sink drain biofilm resistome is independent of the corresponding microbiota, the environment and disinfection measures 94%
- Rapid Screening for SARS-CoV-2 Variants of Concern in Clinical and Environmental Samples Using Nested RT-PCR Assays Targeting Key Mutations of the Spike Protein 93%
- MicrobiomePrime: A primer pair selection tool for microbial source tracking validated on a comprehensive collection of animal gut and fecal waste microbiomes 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.