Performances of bioinformatics tools for the analysis of sequencing data of Mycobacterium tuberculosis complex strains

被引:1
作者
Quagliaro, Pauline [1 ]
Dziri, Samira [2 ]
El Alaoui, Fatma Magdoud [2 ]
Saint Louis, Patrick [2 ]
de Pontual, Loic [1 ]
Marin, Julie [3 ,4 ]
Carbonnelle, Etienne [2 ,3 ,4 ]
Billard-Pomares, Typhaine [2 ,3 ,4 ]
机构
[1] Hop Jean Verdier, AP HP, Serv Pediat, HUPSSD, F-93140 Bondy, France
[2] Hop Avicenne, AP HP, Serv Microbiol Clin, HUPSSD, F-93000 Bobigny, France
[3] Univ Sorbonne Paris Nord, F-93000 Bobigny, France
[4] Univ Paris Cite, Inserm, IAME, F-93000 Bobigny, France
关键词
Mycobacterium tuberculosis; Whole-genome sequencing; Bioinformatics tools; Phylogeny; DRUG-RESISTANCE; SUSCEPTIBILITY;
D O I
10.1016/j.tube.2023.102324
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Whole-genome sequencing of Mycobacterium tuberculosis complex (MTBC) strains is a rapidly growing tool to obtain results regarding the resistance and phylogeny of the strains. We evaluated the performances of two bioinformatics tools for the analysis of whole-genome sequences of MTBC strains.Two hundred and twenty-seven MTBC strains were isolated and whole-genome sequenced at the laboratory of Avicenne Hospital between 2015 and 2021. We investigated the resistance and susceptibility status of strains using two online tools, Mykrobe and PhyResSE. We compared the genotypic and phenotypic resistance results obtained by drug susceptibility testing.Unlike with the Mykrobe tool, sequencing quality data were obtained using PhyResSE: average coverage of 98% and average depth of 119X. We found a similar concordance between phenotypic and genotypic results when determining susceptibility to first-line anti-tuberculosis drugs (95%) with both tools. The sensitivity and specificity of each tool compared to the phenotypic method were respectively 72% [52-87] and 98% [96-99] for Mykrobe and 76% [57-90] and 97% [94-99] for PhyResSE.Mykrobe and PhyResSE were easy to use and efficient. These platforms are accessible to people not trained in bioinformatics and constitute a complementary approach to phenotypic methods for the study of MTBC strains.
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页数:5
相关论文
共 31 条
  • [1] [Anonymous], 2018, WHO TREATM GUID IS R
  • [2] Proposition of a safe Mycobacterium tuberculosis complex denaturation method that does not compromise the integrity of DNA for whole-genome sequencing
    Billard-Pomares, Typhaine
    Bleibtreu, Alexandre
    Walewski, Violaine
    Dziri, Samira
    Barbat, Allison
    Zahar, Jean-Ralph
    Cruaud, Philippe
    Carbonnelle, Etienne
    [J]. TUBERCULOSIS, 2019, 117 : 62 - 64
  • [3] Rapid antibiotic-resistance predictions from genome sequence data for Staphylococcus aureus and Mycobacterium tuberculosis
    Bradley, Phelim
    Gordon, N. Claire
    Walker, Timothy M.
    Dunn, Laura
    Heys, Simon
    Huang, Bill
    Earle, Sarah
    Pankhurst, Louise J.
    Anson, Luke
    de Cesare, Mariateresa
    Piazza, Paolo
    Votintseva, Antonina A.
    Golubchik, Tanya
    Wilson, Daniel J.
    Wyllie, David H.
    Diel, Roland
    Niemann, Stefan
    Feuerriegel, Silke
    Kohl, Thomas A.
    Ismail, Nazir
    Omar, Shaheed V.
    Smith, E. Grace
    Buck, David
    McVean, Gil
    Walker, A. Sarah
    Peto, Tim E. A.
    Crook, Derrick W.
    Iqbal, Zamin
    [J]. NATURE COMMUNICATIONS, 2015, 6
  • [4] CANETTI G, 1963, Rev Tuberc Pneumol (Paris), V27, P217
  • [5] Deciphering the biology of Mycobacterium tuberculosis from the complete genome sequence
    Cole, ST
    Brosch, R
    Parkhill, J
    Garnier, T
    Churcher, C
    Harris, D
    Gordon, SV
    Eiglmeier, K
    Gas, S
    Barry, CE
    Tekaia, F
    Badcock, K
    Basham, D
    Brown, D
    Chillingworth, T
    Connor, R
    Davies, R
    Devlin, K
    Feltwell, T
    Gentles, S
    Hamlin, N
    Holroyd, S
    Hornby, T
    Jagels, K
    Krogh, A
    McLean, J
    Moule, S
    Murphy, L
    Oliver, K
    Osborne, J
    Quail, MA
    Rajandream, MA
    Rogers, J
    Rutter, S
    Seeger, K
    Skelton, J
    Squares, R
    Squares, S
    Sulston, JE
    Taylor, K
    Whitehead, S
    Barrell, BG
    [J]. NATURE, 1998, 393 (6685) : 537 - +
  • [6] Rapid determination of anti-tuberculosis drug resistance from whole-genome sequences
    Coll, Francesc
    McNerney, Ruth
    Preston, Mark D.
    Guerra-Assuncao, Jose Afonso
    Warry, Andrew
    Hill-Cawthorne, Grant
    Mallard, Kim
    Nair, Mridul
    Miranda, Anabela
    Alves, Adriana
    Perdigao, Joao
    Viveiros, Miguel
    Portugal, Isabel
    Hasan, Zahra
    Hasan, Rumina
    Glynn, Judith R.
    Martin, Nigel
    Pain, Arnab
    Clark, Taane G.
    [J]. GENOME MEDICINE, 2015, 7
  • [7] PhyResSE: a Web Tool Delineating Mycobacterium tuberculosis Antibiotic Resistance and Lineage from Whole-Genome Sequencing Data
    Feuerriegel, Silke
    Schleusener, Viola
    Beckert, Patrick
    Kohl, Thomas A.
    Miotto, Paolo
    Cirillo, Daniela M.
    Cabibbe, Andrea M.
    Niemann, Stefan
    Fellenberg, Kurt
    [J]. JOURNAL OF CLINICAL MICROBIOLOGY, 2015, 53 (06) : 1908 - 1914
  • [8] Tuberculosis
    Furin, Jennifer
    Cox, Helen
    Pai, Madhukar
    [J]. LANCET, 2019, 393 (10181) : 1642 - 1656
  • [9] Variable host-pathogen compatibility in Mycobacterium tuberculosis
    Gagneux, S
    DeRiemer, K
    Van, T
    Kato-Maeda, M
    de Jong, BC
    Narayanan, S
    Nicol, M
    Niemann, S
    Kremer, K
    Gutierrez, MC
    Hilty, M
    Hopewell, PC
    Small, PM
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (08) : 2869 - 2873
  • [10] Evaluation of the GenoType MTBDRplus assay for rifampin and isoniazid susceptibility testing of Mycobacterium tuberculosis strains and clinical specimens
    Hillemann, Doris
    Ruesch-Gerdes, Sabine
    Richter, Elvira
    [J]. JOURNAL OF CLINICAL MICROBIOLOGY, 2007, 45 (08) : 2635 - 2640