1
|
Envisioning a learning surveillance system for tuberculosis. PLoS One 2020; 15:e0243610. [PMID: 33315902 PMCID: PMC7735594 DOI: 10.1371/journal.pone.0243610] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Accepted: 11/25/2020] [Indexed: 12/25/2022] Open
Abstract
Surveillance is critical for interrupting transmission of global epidemics. Research has highlighted gaps in the surveillance for tuberculosis that range from failure to collect real-time data to lack of standardization of data for informed decision-making at different levels of the health system. Our research aims to advance conceptual and methodological foundations for the development of a learning surveillance system for Tuberculosis, that involves systematic collection, analysis, interpretation, and feedback of outcome-specific data. It would concurrently involve the health care delivery system, public health laboratory, and epidemiologists. For our study, we systemically framed the cyber environment of TB surveillance as an ontology of the learning surveillance system. We validated the ontology by binary coding of dimensions and elements of the ontology with the metadata from an existing surveillance platform—GPMS TB Transportal. Results show GPMS TB Transportal collects a critical range of data for active case investigation and presumptive case screening for identifying and detecting confirmed TB cases. It is therefore targeted at assisting the Active Case Finding program. Building on the results, we demonstrate enhanced surveillance strategies for GPMS that are enumerated as pathways in the ontology. Our analysis reveals the scope for embedding learning surveillance pathways for digital applications in Direct Benefit Transfer, and Drug Resistance Treatment in National TB Elimination Programme in India. We discuss the possibilities of developing the transportal into a multi-level computer-aided decision support system for TB, using the innumerable pathways encapsulated in the ontology.
Collapse
|
2
|
Tornheim JA, Starks AM, Rodwell TC, Gardy JL, Walker TM, Cirillo DM, Jayashankar L, Miotto P, Zignol M, Schito M. Building the Framework for Standardized Clinical Laboratory Reporting of Next-generation Sequencing Data for Resistance-associated Mutations in Mycobacterium tuberculosis Complex. Clin Infect Dis 2020; 69:1631-1633. [PMID: 30883637 PMCID: PMC6792097 DOI: 10.1093/cid/ciz219] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 03/13/2019] [Indexed: 01/07/2023] Open
Abstract
Tuberculosis is the primary infectious disease killer worldwide, with a growing threat from multidrug-resistant cases. Unfortunately, classic growth-based phenotypic drug susceptibility testing (DST) remains difficult, costly, and time consuming, while current rapid molecular testing options are limited by the diversity of antimicrobial-resistant genotypes that can be detected at once. Next-generation sequencing (NGS) offers the opportunity for rapid, comprehensive DST without the time or cost burden of phenotypic tests and can provide useful information for global surveillance. As access to NGS expands, it will be important to ensure that results are communicated clearly, consistent, comparable between laboratories, and associated with clear guidance on clinical interpretation of results. In this viewpoint article, we summarize 2 expert workshops regarding a standardized report format, focusing on relevant variables, terminology, and required minimal elements for clinical and laboratory reports with a proposed standardized template for clinical reporting NGS results for Mycobacterium tuberculosis.
Collapse
Affiliation(s)
- Jeffrey A Tornheim
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Angela M Starks
- Division of Tuberculosis Elimination, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Timothy C Rodwell
- Foundation for Innovative New Diagnostics, Geneva, Switzerland.,Division of Pulmonary, Critical Care, and Sleep Medicine, University of San Diego, California
| | - Jennifer L Gardy
- School of Population and Public Health, University of British Columbia, Canada.,Clinical Prevention Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - Timothy M Walker
- Nuffield Department of Medicine, University of Oxford, United Kingdom
| | | | - Lakshmi Jayashankar
- Columbus Technologies, Inc. Contractor to the National Institute of Allergy and Infectious Diseases, US National Institutes of Health, Bethesda, Maryland
| | - Paolo Miotto
- IRCCS San Raffaele Scientific Institute, Milano, Italy
| | - Matteo Zignol
- Global TB Programme, World Health Organization, Geneva, Switzerland
| | - Marco Schito
- Critical Path to Tuberculosis Drug Regimens, Critical Path Institute, Tucson, Arizona
| |
Collapse
|
3
|
Mendoza-Macías CL, Solorio-Alvarado CR, Alonso-Castro AJ, Alba-Betancourt C, Deveze-Álvarez MA, Padilla-Vaca F, Reyes-Gualito A. Discovery of new effective N-alkyl-3,4-diarylmaleimides-based drugs for reversing the bacterial resistance to rhodamine 6G in Bacillus subtilis. CHEMICAL PAPERS 2019. [DOI: 10.1007/s11696-019-00992-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
4
|
Ngabonziza JCS, Diallo AB, Tagliani E, Diarra B, Kadanga AE, Togo ACG, Thiam A, de Rijk WB, Alagna R, Houeto S, Ba F, Dagnra AY, Ivan E, Affolabi D, Schwoebel V, Trebucq A, de Jong BC, Rigouts L, Daneau G. Half of rifampicin-resistant Mycobacterium tuberculosis complex isolated from tuberculosis patients in Sub-Saharan Africa have concomitant resistance to pyrazinamide. PLoS One 2017; 12:e0187211. [PMID: 29088294 PMCID: PMC5663438 DOI: 10.1371/journal.pone.0187211] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Accepted: 10/16/2017] [Indexed: 11/18/2022] Open
Abstract
Background Besides inclusion in 1st line regimens against tuberculosis (TB), pyrazinamide (PZA) is used in 2nd line anti-TB regimens, including in the short regimen for multidrug-resistant TB (MDR-TB) patients. Guidelines and expert opinions are contradictory about inclusion of PZA in case of resistance. Moreover, drug susceptibility testing (DST) for PZA is not often applied in routine testing, and the prevalence of resistance is unknown in several regions, including in most African countries. Methods Six hundred and twenty-three culture isolates from rifampicin-resistant (RR) patients were collected in twelve Sub-Saharan African countries. Among those isolates, 71% were from patients included in the study on the Union short-course regimen for MDR-TB in Benin, Burkina Faso, Burundi, Cameroon, Central Africa Republic, the Democratic Republic of the Congo, Ivory Coast, Niger, and Rwanda PZA resistance, and the rest (29%) were consecutive isolates systematically stored from 2014–2015 in Mali, Rwanda, Senegal, and Togo. Besides national guidelines, the isolates were tested for PZA resistance through pncA gene sequencing. Results Over half of these RR-TB isolates (54%) showed a mutation in the pncA gene, with a significant heterogeneity between countries. Isolates with fluoroquinolone resistance (but not with injectable resistance or XDR) were more likely to have concurrent PZA resistance. The pattern of mutations in the pncA gene was quite diverse, although some isolates with an identical pattern of mutations in pncA and other drug-related genes were isolated from the same reference center, suggesting possible transmission of these strains. Conclusion Similar to findings in other regions, more than half of the patients having RR-TB in West and Central Africa present concomitant resistance to PZA. Further investigations are needed to understand the relation between resistance to PZA and resistance to fluoroquinolones, and whether continued use of PZA in the face of PZA resistance provides clinical benefit to the patients.
Collapse
Affiliation(s)
- Jean Claude Semuto Ngabonziza
- National Reference Laboratory Division, Biomedical Services Department, Rwanda Biomedical Centre, Kigali, Rwanda
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- * E-mail:
| | - Awa Ba Diallo
- Mycobacteriology Unit, Bacteriology- Virology Laboratory, CHNU Aristide le Dantec, Dakar, Senegal
| | - Elisa Tagliani
- Emerging Bacterial Pathogens Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Bassirou Diarra
- SEREFO/UCRC Program, University of Sciences, Techniques and Technologies of Bamako, Bamako, Mali
| | | | | | - Aliou Thiam
- Mycobacteriology Unit, Bacteriology- Virology Laboratory, CHNU Aristide le Dantec, Dakar, Senegal
| | - Willem Bram de Rijk
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Riccardo Alagna
- Emerging Bacterial Pathogens Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Sabine Houeto
- Laboratoire de Référence des Mycobactéries, Cotonou, Benin
| | - Fatoumata Ba
- Laboratoire de Reference des Mycobactéries, Dakar, Senegal
| | | | - Emil Ivan
- National Reference Laboratory Division, Biomedical Services Department, Rwanda Biomedical Centre, Kigali, Rwanda
| | | | - Valérie Schwoebel
- International Union Against Tuberculosis and Lung Disease, Paris, France
| | - Arnaud Trebucq
- International Union Against Tuberculosis and Lung Disease, Paris, France
| | - Bouke Catherine de Jong
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Leen Rigouts
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Biomedical Sciences, Antwerp University, Antwerp, Belgium
| | - Géraldine Daneau
- Mycobacteriology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Biomedical section, Haute Ecole Francisco Ferrer, Brussels, Belgium
| | | |
Collapse
|
5
|
Operario DJ, Koeppel AF, Turner SD, Bao Y, Pholwat S, Banu S, Foongladda S, Mpagama S, Gratz J, Ogarkov O, Zhadova S, Heysell SK, Houpt ER. Prevalence and extent of heteroresistance by next generation sequencing of multidrug-resistant tuberculosis. PLoS One 2017; 12:e0176522. [PMID: 28545050 PMCID: PMC5436647 DOI: 10.1371/journal.pone.0176522] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 04/12/2017] [Indexed: 12/31/2022] Open
Abstract
Amplicon-based Next Generation Sequencing (NGS) is an emerging method for Mycobacterium tuberculosis drug susceptibility testing (DST) but has not been well described. We examined 158 clinical multidrug-resistant M. tuberculosis isolates via NGS of 11 resistance-associated gene regions covering 3519 nucleotides. Across these gene regions, complete resistance or heteroresistance (defined as 1%-99% mutation) was present in at least one isolate in 6.3% of loci. The number of isolates with heteroresistance was highest for gyrA codon 94, rpoB codons 526 and 531, and embB codons 306, 372 and 406 (range 11-26% of isolates exhibited heteroresistance). 57% of MDR strains had heteroresistance of one or more recognized resistance-associated mutation. Heteroresistant loci generally exhibited high or low degrees of mutation (>90% or <10%). The deep sensitivity of NGS for detecting low level pncA heteroresistance appeared to improve genotypic-phenotypic PZA susceptibility correlations over that of Sanger. NGS demonstrates that heteroresistance in TB in the regions of key genes is common and will need to be bioinformatically managed. The clinical significance of such heteroresistance is unclear, and further study of pncA should be pursued.
Collapse
Affiliation(s)
- Darwin J. Operario
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
| | - Alexander F. Koeppel
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, United States of America
| | - Stephen D. Turner
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, United States of America
| | - Yongde Bao
- Department of Microbiology, University of Virginia, Charlottesville, VA, United States of America
| | - Suporn Pholwat
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
| | - Sayera Banu
- International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
| | | | - Stellah Mpagama
- Kibong’oto Infectious Diseases Hospital, Kilimanjaro, Tanzania
| | - Jean Gratz
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
| | - Oleg Ogarkov
- Scientific Centre for Family Health and Human Reproduction Problems, Irkutsk, Siberia, Russian Federation
| | - Svetlana Zhadova
- Scientific Centre for Family Health and Human Reproduction Problems, Irkutsk, Siberia, Russian Federation
| | - Scott K. Heysell
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
| | - Eric R. Houpt
- Division of Infectious Diseases and International Health, Department of Medicine, University of Virginia, Charlottesville, VA, United States of America
- * E-mail:
| |
Collapse
|