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      Extensive Homoplasy but No Evidence of Convergent Evolution of Repeat Numbers at MIRU Loci in Modern Mycobacterium tuberculosis Lineages

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          Abstract

          More human deaths have been attributable to Mycobacterium tuberculosis than any other pathogen, and the epidemic is sustained by ongoing transmission. Various typing schemes have been developed to identify strain-specific differences and track transmission dynamics in affected communities, with recent introduction of whole genome sequencing providing the most accurate assessment. Mycobacterial interspersed repetitive unit (MIRU) typing is a family of variable number tandem repeat schemes that have been widely used to study the molecular epidemiology of M. tuberculosis. MIRU typing was used in most well-resourced settings to perform routine molecular epidemiology. Instances of MIRU homoplasy have been observed in comparison with sequence-based phylogenies, limiting its discriminatory value. A fundamental question is whether the observed homoplasy arises purely through stochastic processes, or whether there is evidence of natural selection. We compared repeat numbers at 24 MIRU loci with a whole genome sequence-based phylogeny of 245 isolates representing three modern M. tuberculosis lineages. This analysis demonstrated extensive homoplasy of repeat numbers, but did not detect any evidence of natural selection of repeat numbers, at least since the ancestral branching of the three modern lineages of M. tuberculosis. In addition, we observed good sensitivity but poor specificity and positive predictive values of MIRU-24 to detect clusters of recent transmission, as defined by whole-genome single nucleotide polymorphism analysis. These findings provide mechanistic insight, and support a transition away from VNTR-based typing toward sequence-based typing schemes for both research and public health purposes.

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          Most cited references32

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          SAMBLASTER: fast duplicate marking and structural variant read extraction

          Motivation: Illumina DNA sequencing is now the predominant source of raw genomic data, and data volumes are growing rapidly. Bioinformatic analysis pipelines are having trouble keeping pace. A common bottleneck in such pipelines is the requirement to read, write, sort and compress large BAM files multiple times. Results: We present SAMBLASTER, a tool that reduces the number of times such costly operations are performed. SAMBLASTER is designed to mark duplicates in read-sorted SAM files as a piped post-pass on DNA aligner output before it is compressed to BAM. In addition, it can simultaneously output into separate files the discordant read-pairs and/or split-read mappings used for structural variant calling. As an alignment post-pass, its own runtime overhead is negligible, while dramatically reducing overall pipeline complexity and runtime. As a stand-alone duplicate marking tool, it performs significantly better than PICARD or SAMBAMBA in terms of both speed and memory usage, while achieving nearly identical results. Availability and implementation: SAMBLASTER is open-source C++ code and freely available for download from https://github.com/GregoryFaust/samblaster. Contact: imh4y@virginia.edu
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            Phylogenetic Comparative Analysis: A Modeling Approach for Adaptive Evolution

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              Evolutionary history and global spread of the Mycobacterium tuberculosis Beijing lineage.

              Mycobacterium tuberculosis strains of the Beijing lineage are globally distributed and are associated with the massive spread of multidrug-resistant (MDR) tuberculosis in Eurasia. Here we reconstructed the biogeographical structure and evolutionary history of this lineage by genetic analysis of 4,987 isolates from 99 countries and whole-genome sequencing of 110 representative isolates. We show that this lineage initially originated in the Far East, from where it radiated worldwide in several waves. We detected successive increases in population size for this pathogen over the last 200 years, practically coinciding with the Industrial Revolution, the First World War and HIV epidemics. Two MDR clones of this lineage started to spread throughout central Asia and Russia concomitantly with the collapse of the public health system in the former Soviet Union. Mutations identified in genes putatively under positive selection and associated with virulence might have favored the expansion of the most successful branches of the lineage.
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                Author and article information

                Contributors
                Journal
                Front Public Health
                Front Public Health
                Front. Public Health
                Frontiers in Public Health
                Frontiers Media S.A.
                2296-2565
                27 August 2020
                2020
                : 8
                : 455
                Affiliations
                [1] 1Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney , Sydney, NSW, Australia
                [2] 2Children's Hospital at Westmead , Sydney, NSW, Australia
                [3] 3Center for Infectious Diseases and Microbiology—Public Health, Westmead Hospital , Sydney, NSW, Australia
                [4] 4Department of Microbiology and Immunology, Mongolian National University of Medical Sciences , Ulaanbaatar, Mongolia
                [5] 5NSW Mycobacterium Reference Laboratory, Center for Infectious Diseases and Microbiology Laboratory Services, Institute of Clinical Pathology and Medical Research—NSW Health Pathology , Sydney, NSW, Australia
                [6] 6Deep Seq Lab, Queen's Medical Center, University of Nottingham , Nottingham, United Kingdom
                [7] 7School of Public Health, University of Sydney , Sydney, NSW, Australia
                Author notes

                Edited by: Onya Opota, University of Lausanne, Switzerland

                Reviewed by: Diana Machado, New University of Lisbon, Portugal; Liliana Kokusanilwa Rutaihwa, Swiss Tropical and Public Health Institute (Swiss TPH), Switzerland

                *Correspondence: Alexander C. Outhred alexander.outhred@ 123456health.nsw.gov.au

                This article was submitted to Infectious Diseases - Surveillance, Prevention and Treatment, a section of the journal Frontiers in Public Health

                Article
                10.3389/fpubh.2020.00455
                7481465
                32974265
                25818ce3-0fdb-43d5-8da9-f4538a3da523
                Copyright © 2020 Outhred, Gurjav, Jelfs, McCallum, Wang, Hill-Cawthorne, Marais and Sintchenko.

                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
                : 13 October 2019
                : 22 July 2020
                Page count
                Figures: 6, Tables: 0, Equations: 0, References: 53, Pages: 12, Words: 7202
                Categories
                Public Health
                Original Research

                mycobacterium tuberculosis,homoplasy,convergent evolution,miru,vntr,phylogeny,sensitivity,specificity

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