Comprehensive subspecies identification of 175 nontuberculous mycobacteria species based on 7547 genomic profiles

被引:83
作者
Matsumoto, Yuki [1 ]
Kinjo, Takeshi [2 ]
Motooka, Daisuke [1 ,3 ]
Nabeya, Daijiro [2 ]
Jung, Nicolas [1 ]
Uechi, Kohei [2 ,4 ]
Horii, Toshihiro [1 ]
Iida, Tetsuya [1 ]
Fujita, Jiro [2 ]
Nakamura, Shota [1 ,3 ,5 ]
机构
[1] Osaka Univ, Microbial Dis Res Inst, Genome Informat Res Ctr, Dept Infect Metagen, Suita, Osaka 5650871, Japan
[2] Univ Ryukyus, Grad Sch Med, Dept Infect Resp & Digest Med, Nishihara, Okinawa 9030215, Japan
[3] Osaka Univ, Microbial Dis Res Inst, Int Res Ctr Infect Dis, Lab Pathogen Detect & Identificat, Suita, Osaka, Japan
[4] Univ Ryukyus Hosp, Div Clin Lab & Blood Transfus, Nishihara, Okinawa, Japan
[5] Osaka Univ, Inst Open & Transdisciplinary Res Initiat, Integrated Frontier Res Med Sci Div, Suita, Osaka, Japan
基金
日本学术振兴会;
关键词
Nontuberculous mycobacteria; multi-locus sequence typing; next-generation sequencing; comparative genomics; pulmonary diseases; MASS-SPECTROMETRY; ABSCESSUS; EPIDEMIOLOGY; ALIGNMENT; TUBERCULOSIS;
D O I
10.1080/22221751.2019.1637702
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The prevalence of nontuberculous mycobacteria (NTM) pulmonary diseases has been increasing worldwide. NTM consist of approximately 200 species and distinguishing between them at the subspecies level is critical to treatment. In this study, we sequenced 63 NTM genomes, 27 of which were newly determined, by hybrid assembly using sequencers from Illumina and Oxford Nanopore Technologies (ONT). This analysis expanded the available genomic data to 175 NTM species and redefined their subgenus classification. We also developed a novel multi-locus sequence typing (MLST) database based on 184 genes from 7547 assemblies and an identification software, mlstverse, which can also be used for detecting other bacteria given a suitable MLST database. This method showed the highest sensitivity and specificity amongst conventional methods and demonstrated the capacity for rapid detection of NTM, 10 min of sequencing of the ONT MinION being sufficient. Application of this methodology could improve disease epidemiology and increase the cure rates of NTM diseases.
引用
收藏
页码:1043 / 1053
页数:11
相关论文
共 47 条
[1]   Higher-than-expected prevalence of non-tuberculous mycobacteria in HIV setting in Botswana: Implications for diagnostic algorithms using Xpert MTB/RIF assay [J].
Agizew, Tefera ;
Basotli, Joyce ;
Alexander, Heather ;
Boyd, Rosanna ;
Letsibogo, Gaoraelwe ;
Auld, Andrew ;
Nyirenda, Sambayawo ;
Tedla, Zegabriel ;
Mathoma, Anikie ;
Mathebula, Unami ;
Pals, Sherri ;
Date, Anand ;
Finlay, Alyssa .
PLOS ONE, 2017, 12 (12)
[2]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[3]   The RAST server: Rapid annotations using subsystems technology [J].
Aziz, Ramy K. ;
Bartels, Daniela ;
Best, Aaron A. ;
DeJongh, Matthew ;
Disz, Terrence ;
Edwards, Robert A. ;
Formsma, Kevin ;
Gerdes, Svetlana ;
Glass, Elizabeth M. ;
Kubal, Michael ;
Meyer, Folker ;
Olsen, Gary J. ;
Olson, Robert ;
Osterman, Andrei L. ;
Overbeek, Ross A. ;
McNeil, Leslie K. ;
Paarmann, Daniel ;
Paczian, Tobias ;
Parrello, Bruce ;
Pusch, Gordon D. ;
Reich, Claudia ;
Stevens, Rick ;
Vassieva, Olga ;
Vonstein, Veronika ;
Wilke, Andreas ;
Zagnitko, Olga .
BMC GENOMICS, 2008, 9 (1)
[4]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[5]   Rapid Whole-Genome Sequencing of Mycobacterium tuberculosis Isolates Directly from Clinical Samples [J].
Brown, Amanda C. ;
Bryant, Josephine M. ;
Einer-Jensen, Katja ;
Holdstock, Jolyon ;
Houniet, Darren T. ;
Chan, Jacqueline Z. M. ;
Depledge, Daniel P. ;
Nikolayevskyy, Vladyslav ;
Broda, Agnieszka ;
Stone, Madeline J. ;
Christiansen, Mette T. ;
Williams, Rachel ;
McAndrew, Michael B. ;
Tutill, Helena ;
Brown, Julianne ;
Melzer, Mark ;
Rosmarin, Caryn ;
McHugh, Timothy D. ;
Shorten, Robert J. ;
Drobniewski, Francis ;
Speight, Graham ;
Breuer, Judith .
JOURNAL OF CLINICAL MICROBIOLOGY, 2015, 53 (07) :2230-2237
[6]   Accuracy of Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry for Identification of Mycobacteria: a systematic review and meta-analysis [J].
Cao, Yan ;
Wang, Lei ;
Ma, Ping ;
Fan, Wenting ;
Gu, Bing ;
Ju, Shaoqing .
SCIENTIFIC REPORTS, 2018, 8
[7]   The rapid identification of intact microorganisms using mass spectrometry [J].
Claydon, MA ;
Davey, SN ;
EdwardsJones, V ;
Gordon, DB .
NATURE BIOTECHNOLOGY, 1996, 14 (11) :1584-1586
[8]   Culture-independent detection and characterisation of Mycobacterium tuberculosis and M. africanum in sputum samples using shotgun metagenomics on a benchtop sequencer [J].
Doughty, Emma L. ;
Sergeant, Martin J. ;
Adetifa, Ifedayo ;
Antonio, Martin ;
Pallen, Mark J. .
PEERJ, 2014, 2
[9]   Multilocus sequence typing [J].
Enright, MC ;
Spratt, BG .
TRENDS IN MICROBIOLOGY, 1999, 7 (12) :482-487
[10]   Environmental Sources of Nontuberculous Mycobacteria [J].
Falkinham, Joseph O., III .
CLINICS IN CHEST MEDICINE, 2015, 36 (01) :35-41