The DOI matches its Crossref record; 6 of the 6 references it cites were found in a registry or an index.
Genome-wide analysis of multi- and extensively drug-resistant Mycobacterium tuberculosis
Open accessAbstract
To characterize the genetic determinants of resistance to antituberculosis drugs, we performed a genome-wide association study (GWAS) of 6,465 Mycobacterium tuberculosis clinical isolates from more than 30 countries. A GWAS approach within a mixed-regression framework was followed by a phylogenetics-based test for independent mutations. In addition to mutations in established and recently described resistance-associated genes, novel mutations were discovered for resistance to cycloserine, ethionamide and para-aminosalicylic acid. The capacity to detect mutations associated with resistance to ethionamide, pyrazinamide, capreomycin, cycloserine and para-aminosalicylic acid was enhanced by inclusion of insertions and deletions. Odds ratios for mutations within candidate genes were found to reflect levels of resistance. New epistatic relationships between candidate drug-resistance-associated genes were identified. Findings also suggest the involvement of efflux pumps (drrA and Rv2688c) in the emergence of resistance. This study will inform the design of new diagnostic tests and expedite the investigation of resistance and compensatory epistatic mechanisms. A GWAS of multi- and extensively drug-resistant tuberculosis using 6,465 Mycobacterium tuberculosis clinical isolates from more than 30 countries identifies novel mutations associated with resistance. The capacity to detect resistance in particular to ethionamide, pyrazinamide, capreomycin, cycloserine and paraaminosalicylic acid was enhanced by inclusion of insertions and deletions.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041
Trott, O., & Olson, A. J. (2010) · Journal of Computational Chemistry · doi:10.1002/jcc.21334 · Cited by 38,412
Genome-wide efficient mixed-model analysis for association studies
Zhou, X., & Stephens, M. (2012) · Nature Genetics · doi:10.1038/ng.2310 · Cited by 3,627
inhA , a Gene Encoding a Target for Isoniazid and Ethionamide in Mycobacterium tuberculosis
Banerjee, A., Dubnau, E., Quemard, A., Balasubramanian, V., Um, K. S., Wilson, T., Collins, D., de Lisle, G., & Jacobs, W. R. (1994) · Science · doi:10.1126/science.8284673 · Cited by 1,389
The catalase—peroxidase gene and isoniazid resistance of Mycobacterium tuberculosis
Zhang, Y., Heym, B., Allen, B., Young, D., & Cole, S. (1992) · Nature · doi:10.1038/358591a0 · Cited by 1,299
Pires, D. E. V., Blundell, T. L., & Ascher, D. B. (2016) · Scientific Reports · doi:10.1038/srep29575 · Cited by 143
Cited by
Phelan, J. E., O’Sullivan, D. M., Machado, D., Ramos, J., Oppong, Y. E. A., Campino, S., O’Grady, J., McNerney, R., Hibberd, M. L., Viveiros, M., et al. (2019) · Genome Medicine · doi:10.1186/s13073-019-0650-x · Cited by 518
Self-citationTuberculosis: advances and challenges in development of new diagnostics and biomarkers
Walzl, G., McNerney, R., du Plessis, N., Bates, M., McHugh, T. D., Chegou, N. N., & Zumla, A. (2018) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(18)30111-7 · Cited by 341
Self-citationOtwinowska, A., Koszucki, J., Panicker, V. R., Leconte, J., Olejniczak, S., Holt, K. E., Feil, E. J., Rocha, E. P. C., Smug, B., Maciejewska, B., et al. (2026) · PLOS Biology · doi:10.1371/journal.pbio.3003716 · Cited by 5
Metadata
- Authors
- Coll, F., Phelan, J., Hill-Cawthorne, G. A., Nair, M. B., Mallard, K., Ali, S., Abdallah, A. M., Alghamdi, S., Alsomali, M., Ahmed, A. O., Portelli, S., Oppong, Y., Alves, A., Bessa, T. B., Campino, S., Caws, M., Chatterjee, A., Crampin, A. C., Dheda, K., Furnham, N., Glynn, J. R., Grandjean, L., Minh Ha, D., Hasan, R., Hasan, Z., Hibberd, M. L., Joloba, M., Jones-López, E. C., Matsumoto, T., Miranda, A., Moore, D. J., Mocillo, N., Panaiotov, S., Parkhill, J., Penha, C., Perdigão, J., Portugal, I., Rchiad, Z., Robledo, J., Sheen, P., Shesha, N. T., Sirgel, F. A., Sola, C., Oliveira Sousa, E., Streicher, E. M., Helden, P. V., Viveiros, M., Warren, R. M., McNerney, R., Pain, A., & Clark, T. G.
- Venue
- Nature Genetics
- Published
- 2018-01-22
- Volume
- 50
- Issue
- 2
- Pages
- 307-316
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- OpenAlex
- W2783758534
- Cited by
- 375
- References
- 6
- FWCI
- 29.57
- Type
- journal article
- Language
- en
- Open access
- hybrid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Genome-wide analysis of multi- and extensively drug-resistant Mycobacterium tuberculosis. https://app.cochat.ai/papers/10.1038/s41588-017-0029-0
- The paper
- Coll, F., Phelan, J., Hill-Cawthorne, G. A., Nair, M. B., Mallard, K., Ali, S., Abdallah, A. M., Alghamdi, S., Alsomali, M., Ahmed, A. O., Portelli, S., Oppong, Y., Alves, A., Bessa, T. B., Campino, S., Caws, M., Chatterjee, A., Crampin, A. C., Dheda, K., . . . Clark, T. G. (2018). Genome-wide analysis of multi- and extensively drug-resistant Mycobacterium tuberculosis. Nature Genetics. https://doi.org/10.1038/s41588-017-0029-0
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.