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Diagnostic challenges and Gene-Xpert utility in detecting Mycobacterium tuberculosis among suspected cases of Pulmonary tuberculosis. PLoS One 2021; 16:e0251858. [PMID: 34015016 PMCID: PMC8136641 DOI: 10.1371/journal.pone.0251858] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 05/04/2021] [Indexed: 11/19/2022] Open
Abstract
The incidence of pulmonary tuberculosis (PTB) can be reduced by preventing transmission with rapid and precise case detection and early treatment. The Gene-Xpert MTB/RIF assay is a useful tool for detecting Mycobacterium tuberculosis (MTB) with rifampicin resistance within approximately two hours by using a nucleic acid amplification technique. This study was designed to reduce the underdiagnosis of smear-negative pulmonary TB and to assess the clinical and radiological characteristics of PTB patients. This cross-sectional study included 235 participants who went to the Luyang primary health care clinic from September 2016 to June 2017. The demographic data were analyzed to investigate the association of patient gender, age group, and ethnicity by chi-square test. To assess the efficacy of the diagnostic test, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy were calculated. The area under the curve for sputum for both AFB and gene-Xpert was analyzed to compare their accuracy in diagnosing TB. In this study, TB was more common in males than in females. The majority (50.71%) of the cases belonged to the 25-44-year-old age group and the Bajau ethnicity (57.74%). Out of 50 pulmonary TB cases (smear-positive with AFB staining), 49 samples were positive according to the Gene-Xpert MTB/RIF assay and was confirmed by MTB culture. However, out of 185 smear-negative presumptive cases, 21 cases were positive by Gene-Xpert MTB/RIF assay in that a sample showed drug resistance, and these results were confirmed by MTB culture, showing resistance to isoniazid. In comparison to sputum for AFB, Gene-Xpert showed more sensitivity and specificity with almost complete accuracy. The additional 21 PTB cases detection from the presumptive cases by GeneXpert had significant impact compared to initial observation by the routine tests which overcame the diagnostic challenges and ambiguities.
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Tang Y, Yu J, Yang G, Li L, Cheng J, Wang H, Liu G, Pan Z, Yu X, Li W. Probe A shown in the GeneXpert MTB/RIF assay during the detection of Mycobacterium intracellular infections. Diagn Microbiol Infect Dis 2020; 99:115243. [PMID: 33130506 DOI: 10.1016/j.diagmicrobio.2020.115243] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 09/08/2020] [Accepted: 10/11/2020] [Indexed: 11/19/2022]
Abstract
Mycobacterium tuberculosis (MTB) is commonly diagnosed via the GeneXpert MTB/RIF assay. The cycle threshold (Ct) value of probe A from this assay produced a fluorescence signal upon Mycobacterium intracellulare detection. No other nontuberculous mycobacteria (NTM) exhibited positive probe signals. Using a confirmed mycobacterial culture as a standard, probe A of the assay exhibited 84% sensitivity (95% confidence interval [CI]: 71%-97%) and 50% specificity (95% CI: 37%-63%) for clinical samples. For M. intracellulare strains, probe A exhibited 90% sensitivity (95% CI: 80%-100%) and 50% specificity (95% CI: 37%-63%). The identity of the amino acid sequence and 81-bp core region of rpoB from MTB and NTM suggested that the highly conserved property might be associated with a mismatch between the probes and the chromosomal DNA target. Probe A yielded a positive signal upon M. intracellulare detection; thus, probe A may help diagnose M. intracellular infections.
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Affiliation(s)
- Yuanyuan Tang
- School of Public Health, Weifang Medical University, Weifang, Shandong, PR China; Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Jing Yu
- Shandong University of Traditional Chinese Medicine Affiliated Hospital, Jinan, Shandong, PR China
| | - Guoru Yang
- Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Lanhua Li
- School of Public Health, Weifang Medical University, Weifang, Shandong, PR China
| | - Juan Cheng
- Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Haizhi Wang
- Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Guangfu Liu
- Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Zhaobao Pan
- Weifang No.2 People's Hospital, Weifang, Shandong, PR China
| | - Xiaoli Yu
- School of Public Health, Weifang Medical University, Weifang, Shandong, PR China.
| | - Wanwei Li
- School of Public Health, Weifang Medical University, Weifang, Shandong, PR China
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Mutations Associated with Rifampicin Resistance in Mycobacterium tuberculosis Isolates from Moroccan Patients: Systematic Review. Interdiscip Perspect Infect Dis 2020; 2020:5185896. [PMID: 33133185 PMCID: PMC7568785 DOI: 10.1155/2020/5185896] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 09/23/2020] [Accepted: 09/25/2020] [Indexed: 11/17/2022] Open
Abstract
Background In recent years, the treatment of tuberculosis has been threatened by the increasing number of patients with drug resistance, especially rifampicin resistance, which is the most effective first-line antibiotic against Mycobacterium tuberculosis. Methods We performed a systematic review of the literature by searching the PubMed database for studies of rifampicin-resistant Mycobacterium tuberculosis (MTB) isolates from Moroccan patients, published between 2010 and 2020. The aim of this review was to quantify the frequency of the most common mutations associated with rifampicin resistance, to describe the frequency at which these mutations co-occur. Identified studies were critically appraised according to the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2) tool. Results 6 studies met our inclusion criteria. Results show that 99.36% of MTB isolates had a single-point mutation, and the most commonly mutated codon of rpoB gene is 531 with 70.33% of phenotypically resistant strains. However, 10.38% of MTB strains phenotypically resistant to RIF did not exhibit any mutation in the rpoB gene. Conclusion Identification of a resistance-associated mutation to rifampicin can be a good marker of drug-resistant TB, but lack of a mutation in the target sequence must be interpreted with caution.
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Shi W, Davies Forsman L, Hu Y, Zheng X, Gao Y, Li X, Jiang W, Bruchfeld J, Diwan VK, Hoffner S, Xu B. Improved treatment outcome of multidrug-resistant tuberculosis with the use of a rapid molecular test to detect drug resistance in China. Int J Infect Dis 2020; 96:390-397. [PMID: 32353546 DOI: 10.1016/j.ijid.2020.04.049] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 04/08/2020] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVES Numerous studies investigate the advantages of rapid molecular drug susceptibility testing (DST) in comparison to phenotypic DST, but the clinical impact on treating multi/extensively drug resistant TB(M/XDR-TB) is less studied. Therefore, we examined how molecular DST testing may improve MDR-TB treatment management and outcome in Chinese settings. METHODS We performed a comparative study of patient cohorts before and after the implementation of molecular DST diagnosis with Genotype MTBDRsl/MTBDRplus assay in two Chinese hospitals. We collected clinical information including time to sputum culture conversion and final treatment outcome. RESULTS In total, 242 MDR-TB patients were studied including 114 before (pre-implementation group) and 128 after the implementation (post-implementation group) of molecular DST. Time to MDR-TB diagnosis was significantly reduced for patients in the post-implementation group, as compared to the pre-implementation group (median,16 vs 62 days; P < 0.001). Patients with early available molecular DST results had a more rapid culture conversion (aHR1.94 95% CI: 1.37-2.73; median,12 vs 24 months, respectively; P < 0.001) and higher rate of treatment success (68% vs 47%, P < 0.01). CONCLUSIONS The use of molecular DST in routine care for MDR-TB diagnosis as compared to phenotypic DST was associated with a decreased time to culture conversion and improved treatment outcome, highlighting its important clinical value.
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Affiliation(s)
- Wenpei Shi
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China
| | - Lina Davies Forsman
- Division of Infectious Diseases, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden; Department of Infectious Diseases, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Yi Hu
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China.
| | - Xubin Zheng
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China
| | - Yazhou Gao
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China
| | - Xuliang Li
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China
| | - Weili Jiang
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China
| | - Judith Bruchfeld
- Division of Infectious Diseases, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden; Department of Infectious Diseases, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Vinod K Diwan
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Sven Hoffner
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Biao Xu
- Department of Epidemiology, School of Public Health and Key Laboratory of Public Health Safety (Ministry of Education), Fudan University, Shanghai, China; Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
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Chen X, Jia X, Lei H, Wen X, Hao Y, Ma Y, Ye J, Wang C, Gao J. Screening and identification of serum biomarkers of osteoarticular tuberculosis based on mass spectrometry. J Clin Lab Anal 2020; 34:e23297. [PMID: 32162728 PMCID: PMC7370717 DOI: 10.1002/jcla.23297] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 02/26/2020] [Accepted: 02/26/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND In view of the current difficulty of clinically diagnosing osteoarticular tuberculosis, our aim was to use mass spectrometry to establish diagnostic models and to screen and identify serum proteins which could serve as potential diagnostic biomarkers for early detection of osteoarticular tuberculosis. METHODS Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) was used to select an osteoarticular tuberculosis-specific serum peptide profile and establish diagnostic models. Further, liquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to identify potential serum biomarkers that could be used for auxiliary diagnosis of osteoarticular tuberculosis, and then clinical serum samples were used to verify these biomarkers by enzyme-linked immunosorbent assay (ELISA). RESULTS We established four diagnostic models that can distinguish osteoarticular tuberculosis from rheumatoid arthritis, ankylosing spondylitis, osteoarticular infections, and healthy adults. The models were osteoarticular tuberculosis-rheumatoid arthritis, osteoarticular tuberculosis-ankylosing spondylitis, osteoarticular tuberculosis-osteoarticular infections, and osteoarticular tuberculosis-healthy adult, and their accuracy was 76.78%, 79.02%, 83.77%, and 88.16%, respectively. Next, we selected and identified 18 proteins, including complement factor H-related protein 1 (CFHR1) and complement factor H-related protein 2 (CFHR2), which were upregulated in the tuberculosis group only. CONCLUSIONS We successfully established four diagnostic models involving osteoarticular tuberculosis, rheumatoid arthritis, ankylosing spondylitis, osteoarticular infections, and healthy adults. Furthermore, we found that CFHR1 and CFHR2 may be two valuable auxiliary diagnostic indicators for osteoarticular tuberculosis. These results provide reference values for rapid and accurate diagnosis of osteoarticular tuberculosis.
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Affiliation(s)
- Ximeng Chen
- Center of Clinical Laboratory Medicine, The 1st Medical Center of PLA General Hospital, Beijing, China.,School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, China
| | - Xingwang Jia
- Center of Clinical Laboratory Medicine, The 1st Medical Center of PLA General Hospital, Beijing, China
| | - Hong Lei
- Department of Clinical Laboratory Medicine, The 8th Medical Center of PLA General Hospital, Beijing, China
| | - Xinyu Wen
- Center of Clinical Laboratory Medicine, The 1st Medical Center of PLA General Hospital, Beijing, China
| | - Yanfei Hao
- Department of Clinical Laboratory Medicine, The 8th Medical Center of PLA General Hospital, Beijing, China
| | - Yating Ma
- School of Medicine, Nankai University, Tianjin, China
| | - Jingyun Ye
- School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, China
| | - Chengbin Wang
- Center of Clinical Laboratory Medicine, The 1st Medical Center of PLA General Hospital, Beijing, China
| | - Jimin Gao
- School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, China
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Multiplex Real-Time PCR-short TUB Assay for Detection of the Mycobacterium tuberculosis Complex in Smear-Negative Clinical Samples with Low Mycobacterial Loads. J Clin Microbiol 2019; 57:JCM.00733-19. [PMID: 31189585 DOI: 10.1128/jcm.00733-19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 06/09/2019] [Indexed: 01/20/2023] Open
Abstract
Tuberculosis (TB) remains a major health problem worldwide. Control of TB requires rapid, accurate diagnosis of active disease. However, extrapulmonary TB is very difficult to diagnose because the clinical specimens have very low bacterial loads. Several molecular methods involving direct detection of the Mycobacterium tuberculosis complex (MTBC) have emerged in recent years. Real-time PCR amplification simultaneously combines the amplification and detection of candidate sequences by using fluorescent probes (mainly TaqMan or Molecular Beacons) in automated systems. The multiplex real-time PCR-short assay is performed using locked nucleic acid (LNA) probes (length, 8 to 9 nucleotides) in combination with CodUNG to detect multiple pathogens in clinical samples. In this study, we evaluated the performance of this novel multiplex assay for detecting the MTBC in comparison with that of the conventional culture-based method. The multiplex real-time PCR-shortTUB assay targets two genes, whiB3 (redox-responsive transcriptional regulator) and pstS1 (phosphate-specific transporter), yielding limits of detection (LOD) of 10 copies and 100 copies, respectively, and amplification efficiencies of 92% and 99.7%, respectively. A total of 94 extrapulmonary samples and pulmonary samples with low mycobacterial loads (all smear negative; 75 MTBC culture positive) were analyzed using the test, yielding an overall sensitivity of 88% and a specificity of 95%. For pleural fluid and tissues/biopsy specimens, the sensitivity was 83% and 85%, respectively. In summary, this technique could be implemented in routine clinical microbiology testing to reduce the overall turnaround time for MTBC detection and may therefore be a useful tool for the diagnosis of extrapulmonary tuberculosis and diagnosis using pulmonary samples with low mycobacterial loads.
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Evaluation of the Xpert MTB/RIF Ultra Assay for Direct Detection of Mycobacterium tuberculosis Complex in Smear-Negative Extrapulmonary Samples. J Clin Microbiol 2018; 56:JCM.00659-18. [PMID: 29950333 DOI: 10.1128/jcm.00659-18] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 06/20/2018] [Indexed: 02/07/2023] Open
Abstract
The rapid detection of Mycobacterium tuberculosis complex (MTUBC) in clinical samples is essential for successful treatment. New techniques such as real-time PCR have been developed in order to facilitate rapid diagnosis, but their sensitivity is low in extrapulmonary specimens, due to the low bacillary load in such samples. A next-generation assay has recently been developed to try to overcome this limitation. The aim of this study was to analyze the effectiveness of the Xpert MTB/RIF Ultra (GX-Ultra) for the detection of MTUBC DNA in 108 smear-negative extrapulmonary specimens that were MTUBC culture positive. In addition, 40 extrapulmonary culture-negative samples and 20 samples with nontuberculous mycobacteria were tested to evaluate the specificity of the assay. All samples were collected between May 1999 and May 2017. The GX-Ultra detected DNA of MTUBC in 82 extrapulmonary specimens that were MTUBC culture positive (75.9% sensitivity; 95% confidence interval [CI], 66.6 to 83.4%). The assay was negative for all clinical specimens that were MTUBC culture negative and the samples with nontuberculous mycobacteria (100% specificity). Furthermore, two (1.8%) samples presented mutations related to rifampin resistance. The highest sensitivity was obtained in samples of lymph nodes (94.1%) and nonsterile fluids (93.7%), followed by tissue specimens (86.6%), stool material (80%), abscess aspirates (64.7%), and sterile fluids (60.5%). Pleural fluids, one of the least optimal samples for detecting DNA of MTUBC, were GX-Ultra positive in 10/21 (47.6%) of cases. In summary, GX-Ultra showed excellent specificity and high sensitivity in paubacillary specimens, making it a useful tool for rapid diagnosis of extrapulmonary tuberculosis.
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Alcaide F, Esteban J, González-Martin J, Palacios JJ. Métodos de determinación de sensibilidad a los antimicrobianos en micobacterias. Enferm Infecc Microbiol Clin 2017; 35:529-535. [DOI: 10.1016/j.eimc.2016.04.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 04/07/2016] [Indexed: 11/28/2022]
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Alcaide F. Diagnóstico microbiológico actual de la tuberculosis. Enferm Infecc Microbiol Clin 2017; 35:399-402. [DOI: 10.1016/j.eimc.2017.06.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 06/06/2017] [Indexed: 10/19/2022]
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González-García A, Fortún J, Elorza Navas E, Martín-Dávila P, Tato M, Gómez-Mampaso E, Moreno S. The changing epidemiology of tuberculosis in a Spanish tertiary hospital (1995-2013). Medicine (Baltimore) 2017; 96:e7219. [PMID: 28658113 PMCID: PMC5500035 DOI: 10.1097/md.0000000000007219] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Important epidemiological changes and improvement of new diagnostic approaches, mainly molecular tools, might have impacted the management and outcome of tuberculosis (TB) in the last years in industrialized countries. In order to describe the epidemiological trends, and changes in clinical, diagnostic, and therapeutic aspects in patients with TB, an observational study was performed in a tertiary hospital in Western Europe (Madrid, Spain).All adult patients (>16 years) with a diagnosis of TB in the period 1995 to 2013 were included in the study.TB was diagnosed in 1284 patients, including 304 (24%) foreign-born and 298 (23.2%) human immunodeficiency virus (HIV)-infected patients. The proportion of foreign-born patients increased significantly, from 7.4% (1995) to 40.3% (2013), P < .001, while the proportion of patients with HIV infection decreased (from 41% to 15%, P < .001). Extrapulmonary locations of TB increased (from 23.9% to 37.1%, P < .001), although the miliary forms were less frequent (from 16% to 5.6%, P < .001). Pulmonary involvement remained constant during the period of study (from 50% to 46%, P = .18). The yield of microbiological diagnostic methods in different clinical specimens has remained very similar. Only molecular techniques have improved the diagnosis in respiratory, urinary, and peritoneal samples. The global cure rate was 64.8% and mortality rate was 9.1% (6.5% directly attributable to TB). Mortality has decreased significantly during the years of study (from 11% to 2%, P < .001).There has been a significant decline in the number of patients with TB. Changes in HIV coinfection and immigration have conditioned other epidemiological and clinical aspects of the disease, including the clinical presentation, treatment response, and mortality. Only the use of molecular tests has provided an improvement in the diagnosis of pulmonary and extrapulmonary TB.
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Affiliation(s)
| | | | | | | | - Marta Tato
- Department of Microbiology, University Hospital Ramón y Cajal, University of Alcalá, IRYCIS, Madrid, Spain
| | - Enrique Gómez-Mampaso
- Department of Microbiology, University Hospital Ramón y Cajal, University of Alcalá, IRYCIS, Madrid, Spain
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Viñuelas-Bayón J, Vitoria MA, Samper S. Rapid diagnosis of tuberculosis. Detection of drug resistance mechanisms. Enferm Infecc Microbiol Clin 2017; 35:520-528. [PMID: 28318570 DOI: 10.1016/j.eimc.2017.01.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2017] [Accepted: 01/31/2017] [Indexed: 11/16/2022]
Abstract
Tuberculosis is still a serious public health problem, with 10.8 million new cases and 1.8 million deaths worldwide in 2015. The diversity among members of the Mycobacterium tuberculosis complex, the causal agent of tuberculosis, is conducive to the design of different methods for rapid diagnosis. Mutations in the genes involved in resistance mechanisms enable the bacteria to elude the treatment. We have reviewed the methods for the rapid diagnosis of M. tuberculosis complex and the detection of susceptibility to drugs, both of which are necessary to prevent the onset of new resistance and to establish early, appropriate treatment.
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Affiliation(s)
- Jesús Viñuelas-Bayón
- Servicio de Microbiología, Hospital Universitario Miguel Servet, Zaragoza, España
| | - María Asunción Vitoria
- Servicio de Microbiología, Hospital Universitario Lozano Blesa, CIBERES, Zaragoza, España
| | - Sofía Samper
- Instituto Aragonés de Ciencias de la Salud, IIS Aragón, CIBERES, Zaragoza, España.
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Brhane M, Kebede A, Petros Y. Molecular detection of multidrug-resistant tuberculosis among smear-positive pulmonary tuberculosis patients in Jigjiga town, Ethiopia. Infect Drug Resist 2017; 10:75-83. [PMID: 28331348 PMCID: PMC5352243 DOI: 10.2147/idr.s127903] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Molecular methods that target drug resistance mutations are suitable approaches for rapid drug susceptibility testing to detect multidrug-resistant tuberculosis (MDR-TB). The aim of the study was to determine MDR-TB cases and to analyze the frequency of gene mutations associated with rifampicin (RIF) and/or isoniazid (INH) resistance of Mycobacterium tuberculosis among smear-positive pulmonary tuberculosis patients. Methods Institution-based cross-sectional study design was employed. Sputum specimens were collected, and using a pretested questionnaire, data for associated risk factors for drug resistance were collected from 105 consecutive smear-positive pulmonary tuberculosis patients in Karamara General Hospital. Specimens were transported to Harar Health Research and Regional Laboratory, Harar, where molecular drug susceptibility testing was performed using GenoType® MTBDRplus assay. Results Of the total 105 sputum specimens, 98 (93.3%) gave interpretable results, in which 67 (68.4%) were new cases and 31 (31.6%) were previously treated cases. Of these, 80 (81.6%) were sensitive to both drugs and 18 (18.4%) were resistant to RIF and/or INH. The prevalences of MDR-TB in total cases, new, and previously treated cases were 10 (10.2%), 3 (4.5%), and 7 (22.6%), respectively. Among the ten total RIF-resistant specimens, eight (80%) had resulted because of absence of rpoB WT8 and presence of MUT3 and in all specimens, the amino acids changed were Ser531Lue. Of the 18 total INH-resistant specimens, 15 (83.3%) had mutations in the katG gene (katG MUT1, Ser315Thr1), indicating high-level resistance, while 3 (14.7%) had mutations in the inhA promoter gene (Cys15Thr), indicating low-level resistance. Conclusion Among the mutations associated with resistance to RIF and INH, the majority were in codon 531 of the rpoB gene and codon 315 of the katG gene. Relatively high prevalence of MDR-TB was observed in the study.
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Affiliation(s)
- Mussie Brhane
- Department of Tuberculosis Culture and DST Laboratory, Harar Health Research and Regional Laboratory, Harar, Ethiopia
| | - Ameha Kebede
- Department of Biology, College of Computational and Natural Sciences, Haramaya University, Haramaya, Ethiopia
| | - Yohannes Petros
- Department of Biology, College of Computational and Natural Sciences, Haramaya University, Haramaya, Ethiopia
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Seifert M, Ajbani K, Georghiou SB, Catanzaro D, Rodrigues C, Crudu V, Victor TC, Garfein RS, Catanzaro A, Rodwell TC. A performance evaluation of MTBDRplus version 2 for the diagnosis of multidrug-resistant tuberculosis. Int J Tuberc Lung Dis 2017; 20:631-7. [PMID: 27084817 DOI: 10.5588/ijtld.15.0788] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE To evaluate the performance of a recently updated rapid molecular diagnostic test, GenoType® MTBDRplus version 2, designed to detect drug resistance in both acid-fast bacilli (AFB) smear-negative and -positive specimens. DESIGN Sputum samples from 1128 patients at risk for multidrug-resistant tuberculosis (MDR-TB) were tested using MTBDRplus v2 and compared with reference standard MGIT™ 960™ drug susceptibility testing. The relationship of participant human immunodeficiency virus (HIV) status, diabetic status, previous treatment, and smear gradation to the likelihood of obtaining an interpretable result was assessed using logistic regression. RESULTS The sensitivity and specificity of MTBDRplus v2 for detecting MDR-TB, when compared to a reference standard, were respectively 96.0% (95%CI 93.5-97.6) and 99.2% (95%CI 97.0-99.9) in AFB smear-positive specimens and 82.8% (95%CI 63.5-93.5) and 98.3% (95%CI 89.9-99.9) in AFB smear-negative specimens. A dose-response relationship was observed between the proportion of interpretable test results and AFB smear bacterial load after adjusting for age, sex, body mass index, HIV status, previous treatment and diabetic status. CONCLUSION While MTBDRplus v2 performs well among both AFB smear-positive and -negative specimens, smear gradation appears to influence both the probability of obtaining an interpretable result and test sensitivity, indicating a significant association between bacillary load and test performance.
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Affiliation(s)
- M Seifert
- University of California, San Diego, California, USA
| | - K Ajbani
- Hinduja National Hospital, Mumbai, India
| | - S B Georghiou
- University of California, San Diego, California, USA
| | - D Catanzaro
- University of Arkansas, Fayetteville, Arkansas, USA
| | | | - V Crudu
- Institute of Phthisiopneumology, Chisinau, Moldova
| | - T C Victor
- Stellenbosch University, Cape Town, South Africa
| | - R S Garfein
- University of California, San Diego, California, USA
| | - A Catanzaro
- University of California, San Diego, California, USA
| | - T C Rodwell
- University of California, San Diego, California, USA
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14
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Salas-Coronas J, Rogado-González MC, Lozano-Serrano AB, Cabezas-Fernández MT. [Tuberculosis and immigration]. Enferm Infecc Microbiol Clin 2016; 34:261-9. [PMID: 26851978 DOI: 10.1016/j.eimc.2015.12.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Accepted: 12/31/2015] [Indexed: 11/19/2022]
Abstract
The incidence of tuberculosis worldwide is declining. However, in Western countries this decline is slower due to the impact of immigration. Tuberculosis in the immigrant population is related to health status in the country of origin and with overcrowding and poverty conditions in the host country. Immigrants with tuberculosis are younger, have a higher prevalence of extrapulmonary forms, greater proportion of drug resistance and higher treatment default rates than those of natives. New molecular techniques not only reduce diagnostic delay time but also allow the rapid identification of resistances and improve knowledge of transmission patterns. It is necessary to implement measures to improve treatment compliance in this population group like facilitating access to health card, the use of fixed-dose combination drugs, the participation of cultural mediators and community health workers and gratuity of drugs.
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Affiliation(s)
- Joaquín Salas-Coronas
- Unidad de Medicina Tropical, Hospital de Poniente, El Ejido, Almería, España; Centro de Estudio de las Migraciones y Relaciones Interculturales (CEMyRI). Universidad de Almería, Almería, España.
| | | | | | - M Teresa Cabezas-Fernández
- Unidad de Medicina Tropical, Hospital de Poniente, El Ejido, Almería, España; Centro de Estudio de las Migraciones y Relaciones Interculturales (CEMyRI). Universidad de Almería, Almería, España
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Setiabudi R, Mertaniasih NM, Didik Handijatmo D, Setyoningrum RA. CELLULAR IMMUNITY ACTIVATION METHOD BY STIMULATING RD1 COMPLEX PROTEINS AS VIRULENCE MARKER ON Mycobacterium tuberculum TO ESTABLISH DIAGNOSIS ON TUBERCULOSIS AND LATENT TUBERCULOSIS INFECTION. INDONESIAN JOURNAL OF TROPICAL AND INFECTIOUS DISEASE 2016. [DOI: 10.20473/ijtid.v6i1.1205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This study was intended to invent a simpler and more affordable method to establish diagnosis on Tuberculosis (TB) and Latent Tuberculosis infection (LTBI). Similar to “Quantiferon TB Gold In Tube” (QFT-GIT) and T.SPOT.TB methods, the researchers also utilized “early secreted antigenic target 6kDa” (ESAT-6) and “cultur filtrate protein 10kDa” (CFP-10) proteins to be induced on the specimen. ESAT-6 and CFP-10 are commercial products used to induce interferon gamma (INF-γ) which were to be read using sophisticated and expensive equipment. This study was intended to conduct an analysis on effective cocktail protein modification, i.e. ESAT-6, CFP-10 and Ag85A/B/C, with high validity to detect cellular immunity activity through in vitro examination on peripheral blood monocyte cells of Tuberculosis-suspected patients or patients with latent tuberculosis infection. Peripheral Blood Monocyte Cells (PBMCs) activity on children tuberculosis patient or Latent Tuberculosis Infection (LTBI), adult tuberculosis patient or LTBI, which induced by cocktail protein modification and not induced, were analyzed microscopically. The activity of PBMCs on children and adult tuberculosis patient or LTBI induced by RD1 secretory proteins: ESAT-6, CFP-10, Ag85A/B/C was higher compared to PBMCs which had not been induced by the secretory proteins. Cellular debris and monocyte cells with abnormal shapes were found on PBMCs which had been induced by RD1 secretory proteins at 8 th day after culture.
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MTBDRplus and MTBDRsl Assays: Absence of Wild-Type Probe Hybridization and Implications for Detection of Drug-Resistant Tuberculosis. J Clin Microbiol 2016; 54:912-8. [PMID: 26763971 DOI: 10.1128/jcm.02505-15] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2015] [Accepted: 01/06/2016] [Indexed: 01/24/2023] Open
Abstract
Accurate identification of drug-resistantMycobacterium tuberculosisis imperative for effective treatment and subsequent reduction in disease transmission. Line probe assays rapidly detect mutations associated with resistance and wild-type sequences associated with susceptibility. Examination of molecular-level performance is necessary for improved assay result interpretation and for continued diagnostic development. Using data collected from a large, multisite diagnostic study, probe hybridization results from line probe assays, MTBDRplusand MTBDRsl, were compared to those of sequencing, and the diagnostic performance of each individual mutation and wild-type probe was assessed. Line probe assay results classified as resistant due to the absence of wild-type probe hybridization were compared to those of sequencing to determine if novel mutations were inhibiting wild-type probe hybridization. The contribution of absent wild-type probe hybridization to the detection of drug resistance was assessed via comparison to a phenotypic reference standard. In our study, mutation probes demonstrated significantly higher specificities than wild-type probes and wild-type probes demonstrated marginally higher sensitivities than mutation probes, an ideal combination for detecting the presence of resistance conferring mutations while yielding the fewest number of false-positive results. The absence of wild-type probe hybridization without mutation probe hybridization was determined to be primarily the result of failure of mutation probe hybridization and not the result of novel or rare mutations. Compared to phenotypic culture-based drug susceptibility testing, the absence of wild-type probe hybridization without mutation probe hybridization significantly contributed to the detection of phenotypic rifampin and fluoroquinolone resistance with negligible increases in false-positive results.
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Seifert M, Catanzaro D, Catanzaro A, Rodwell TC. Genetic mutations associated with isoniazid resistance in Mycobacterium tuberculosis: a systematic review. PLoS One 2015; 10:e0119628. [PMID: 25799046 PMCID: PMC4370653 DOI: 10.1371/journal.pone.0119628] [Citation(s) in RCA: 195] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Accepted: 01/14/2015] [Indexed: 01/12/2023] Open
Abstract
Background Tuberculosis (TB) incidence and mortality are declining worldwide; however, poor detection of drug-resistant disease threatens to reverse current progress toward global TB control. Multiple, rapid molecular diagnostic tests have recently been developed to detect genetic mutations in Mycobacterium tuberculosis (Mtb) genes known to confer first-line drug resistance. Their utility, though, depends on the frequency and distribution of the resistance associated mutations in the pathogen population. Mutations associated with rifampicin resistance, one of the two first-line drugs, are well understood and appear to occur in a single gene region in >95% of phenotypically resistant isolates. Mutations associated with isoniazid, the other first-line drug, are more complex and occur in multiple Mtb genes. Objectives/Methodology A systematic review of all published studies from January 2000 through August 2013 was conducted to quantify the frequency of the most common mutations associated with isoniazid resistance, to describe the frequency at which these mutations co-occur, and to identify the regional differences in the distribution of these mutations. Mutation data from 118 publications were extracted and analyzed for 11,411 Mtb isolates from 49 countries. Principal Findings/Conclusions Globally, 64% of all observed phenotypic isoniazid resistance was associated with the katG315 mutation. The second most frequently observed mutation, inhA-15, was reported among 19% of phenotypically resistant isolates. These two mutations, katG315 and inhA-15, combined with ten of the most commonly occurring mutations in the inhA promoter and the ahpC-oxyR intergenic region explain 84% of global phenotypic isoniazid resistance. Regional variation in the frequency of individual mutations may limit the sensitivity of molecular diagnostic tests. Well-designed systematic surveys and whole genome sequencing are needed to identify mutation frequencies in geographic regions where rapid molecular tests are currently being deployed, providing a context for interpretation of test results and the opportunity for improving the next generation of diagnostics.
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Affiliation(s)
- Marva Seifert
- University of California San Diego, School of Medicine, La Jolla, California, United States of America
| | - Donald Catanzaro
- University of California San Diego, School of Medicine, La Jolla, California, United States of America
| | - Antonino Catanzaro
- University of California San Diego, School of Medicine, La Jolla, California, United States of America
| | - Timothy C. Rodwell
- University of California San Diego, School of Medicine, La Jolla, California, United States of America
- * E-mail:
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Chaoui I, Atalhi N, Sabouni R, Akrim M, Abid M, Amzazi S, ElMzibri M. Rifoligotyping assay: an alternative method for rapid detection of rifampicin resistance in Mycobacterium tuberculosis isolates from Morocco. BIOTECHNOL BIOTEC EQ 2014; 28:1095-1102. [PMID: 26740783 PMCID: PMC4684065 DOI: 10.1080/13102818.2014.975569] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Accepted: 08/26/2014] [Indexed: 11/08/2022] Open
Abstract
One of the greatest threats to global tuberculosis (TB) control is the growing prevalence of drug resistant strains. In the past decades, considerable efforts have been made upon the development of new molecular technologies and methodologies for detection of drug resistance in Mycobacterium tuberculosis (MTB). A sensitive, specific reverse line blot assay, called rifoligotyping (RIFO), for the detection of genotypic resistance to rifampicin (RIF), was designed and evaluated. RIFO includes oligonucleotide probes specific for wild-type and mutant sequences, allowing specific and sensitive detection of both genotypes in a single assay. The RIFO was applied on 500 MTB isolates from Morocco. The results of the RIFO showed a good sensitivity (90.9%) and high specificity (100%); the positive and negative predictive values were 100% and 96.1%, respectively. This rapid, simple, economical assay provides a practical alternative for RIF genotyping, especially in low-income countries, to improve TB control and management.
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Affiliation(s)
- Imane Chaoui
- Unit of Biology and Medical Research, National Center of Energy, Sciences and Nuclear Techniques, Rabat, Morocco; Laboratory of Biochimestry and Immunology, Faculty of Sciences, Mohammed V University, Rabat, Morocco
| | - Naima Atalhi
- Unit of Biology and Medical Research, National Center of Energy, Sciences and Nuclear Techniques , Rabat , Morocco
| | - Radia Sabouni
- National Tuberculosis Reference Laboratory, National Institute of Hygiene , Rabat , Morocco
| | - Mohammed Akrim
- National Tuberculosis Reference Laboratory, National Institute of Hygiene , Rabat , Morocco
| | - Mohammed Abid
- Laboratory of Mycobacteria Genetics, Research Service, Pasteur Institute , Tanger , Morocco
| | - Saaid Amzazi
- Laboratory of Biochimestry and Immunology, Faculty of Sciences, Mohammed V University , Rabat , Morocco
| | - Mohammed ElMzibri
- Unit of Biology and Medical Research, National Center of Energy, Sciences and Nuclear Techniques , Rabat , Morocco
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Evaluation of GeneXpert MTB/RIF for the detection of Mycobacterium tuberculosis and resistance to rifampin in clinical specimens. J Infect 2013; 68:338-43. [PMID: 24296493 DOI: 10.1016/j.jinf.2013.11.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 11/19/2013] [Accepted: 11/21/2013] [Indexed: 11/22/2022]
Abstract
OBJECTIVES GeneXpert (GX) is a novel real-time polymerase chain reaction assay for the simultaneous detection of Mycobacterium tuberculosis (MTB) and resistance to rifampin (RIF). We evaluated the performance of GX for direct detection of MTB in respiratory and non-respiratory specimens and assessed the ability of the assay to detect resistance to RIF in non-tuberculosis (TB) endemic country. METHODS We analyzed 595 clinical samples in a 1550-bed tertiary hospital in Madrid, Spain. Specimens were processed using GX, auramine smear, conventional culture, and drug phenotypic susceptibility testing (DST) with MGIT SIRE (BD). RESULTS Of the 595 clinical samples, 305 (51.3%) were non-respiratory and 290 (48.7%) were respiratory. In total, MTB was isolated in 81 specimens, 71 of which were positive with GX. The sensitivity, specificity, PPV, and NPV of the GX were: 97.1%, 98.6%, 95.7% and 99.1% for respiratory samples and 33.3%, 99.7%, 80.0% and 97.3% for non-respiratory. GX detected 8 RIF-resistant samples, but only 5 were confirmed by DST. CONCLUSIONS GX is an accurate, easy-to-apply and rapid test to detect MTB, especially in smear-positive respiratory samples. Although is a useful tool for the rapid identification of RIF-resistant MTB strains, the rifampin resistant results should be confirmed by DST.
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Utility of the REBA MTB-Rifa® assay for rapid detection of rifampicin resistant Mycobacterium tuberculosis. BMC Infect Dis 2013; 13:478. [PMID: 24128118 PMCID: PMC3852947 DOI: 10.1186/1471-2334-13-478] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 10/08/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Drug-resistant tuberculosis (TB), including resistance to both rifampicin (RIF) and isoniazid (INH) referred to as multidrug-resistant tuberculosis (MDR-TB), has become an increasing global threat in recent years. Effective management of patients infected with MDR-TB strains requires identifying such patients by performing conventional drug-susceptibility testing (DST) on bacteria isolated from sputum, a process that can take up to 2 months. This delay in diagnosis can result in worsening and continued transmission of MDR-TB. Molecular methods that rely upon nucleic acid amplification of specific alleles known to be associated with resistance to specific drugs have been helpful in shortening the time to detect drug resistant TB. METHODS We investigated the utility of the REBA MTB-Rifa®, a commercially available line probe assay (LPA) for detecting rifampicin (RIF) resistance in the RIF resistance-determining region (RRDR) of the rpoB gene. Altogether, 492 Mycobacterium tuberculosis (M. tuberculosis) clinical isolates and additional 228 smear- and culture-positive sputum samples with confirmed M. tuberculosis were collected from subjects with suspected MDR-TB in South Korea. The results were compared with conventional phenotypic DST and sequencing of the rpoB gene. RESULTS A total of 215 of the 492 isolates were resistant to RIF by conventional DST, and of which 92.1% (198/215) were MDR-TB strains. The REBA MTB-Rifa® assay identified RIF resistance in 98.1% (211/215) of these isolates but failed to identify resistance in four phenotypically RIF resistant isolates. These four isolates lacked mutations in the RRDR but three were confirmed to be MDR-TB strains by sequencing. The sensitivity and specificity of this test for clinical isolates was thus 98.1% (211/215) and 100% (277/277), respectively. When applied directly to 228 smear positive sputum samples, the sensitivity and the specificity of REBA MTB-Rifa® assay was 100% (96/96, 132/132), respectively. CONCLUSIONS These findings support the use of the REBA MTB-Rifa® assay for rapid detection of RIF resistance on clinical isolates and smear positive sputum samples. The results also suggest that RIF resistance is a good surrogate marker of MDR-TB in South Korea and the need to add more probes to other LPAs which can cover newly identified mutations relevant to RIF resistance.
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Bhadra S, Codrea V, Ellington AD. G-quadruplex-generating polymerase chain reaction for visual colorimetric detection of amplicons. Anal Biochem 2013; 445:38-40. [PMID: 24135653 DOI: 10.1016/j.ab.2013.10.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Revised: 09/26/2013] [Accepted: 10/03/2013] [Indexed: 11/28/2022]
Abstract
We have developed a self-reporting polymerase chain reaction (PCR) system for visual colorimetric gene detection and distinction of single nucleotide polymorphisms (SNPs). Amplification is performed using target-specific primers modified with a 5'-end tail that is complementary to a G-quadruplex deoxyribozyme-forming sequence. At end-point, G-quadruplexes are forced to fold from PCR-generated duplex DNA and then are used to colorimetrically report the successful occurrence of PCR by assaying their peroxidase activity using a chromogenic substrate. Furthermore, primer design considerations for the G-quadruplex-generating PCR system have allowed us to visually distinguish SNPs associated with Mycobacterium tuberculosis drug resistance alleles.
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Affiliation(s)
- Sanchita Bhadra
- Institute for Cellular and Molecular Biology, Center for Systems and Synthetic Biology, Department of Chemistry and Biochemistry, University of Texas at Austin, Austin, TX 78712, USA
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Georghiou SB, Magana M, Garfein RS, Catanzaro DG, Catanzaro A, Rodwell TC. Evaluation of genetic mutations associated with Mycobacterium tuberculosis resistance to amikacin, kanamycin and capreomycin: a systematic review. PLoS One 2012; 7:e33275. [PMID: 22479378 PMCID: PMC3315572 DOI: 10.1371/journal.pone.0033275] [Citation(s) in RCA: 178] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2011] [Accepted: 02/12/2012] [Indexed: 11/23/2022] Open
Abstract
Background Rapid molecular diagnostics for detecting multidrug-resistant and extensively drug-resistant tuberculosis (M/XDR-TB) primarily identify mutations in Mycobacterium tuberculosis (Mtb) genes associated with drug resistance. Their accuracy, however, is dependent largely on the strength of the association between a specific mutation and the phenotypic resistance of the isolate with that mutation, which is not always 100%. While this relationship is well established and reliable for first-line anti-TB drugs, rifampin and isoniazid, it is less well-studied and understood for second-line, injectable drugs, amikacin (AMK), kanamycin (KAN) and capreomycin (CAP). Methodology/Principal Findings We conducted a systematic review of all published studies evaluating Mtb mutations associated with resistance to AMK, KAN, CAP in order to characterize the diversity and frequency of mutations as well as describe the strength of the association between specific mutations and phenotypic resistance in global populations. Our objective was to determine the potential utility and reliability of these mutations as diagnostic markers for detecting AMK, KAN and CAP resistance. Mutation data was reviewed for 1,585 unique clinical isolates from four continents and over 18 countries. Mutations in the rrs, tlyA, eis promoter and gidB genes were associated with AMK, KAN and/or CAP resistance. Conclusions/Significance The rrs A1401G mutation was present in the majority of AMK, KAN and CAP resistant Mtb strains reviewed, but was also found in 7% of CAP susceptible strains. The 1401 mutation alone, however, was not found with sufficient frequency to detect more than 70–80% of global Mtb strains resistant to AMK and CAP, and 60% of strains resistant to KAN. Additional mutations in the rrs, eis promoter, tlyA and gidB genes appear to be associated with resistance and could improve sensitivity and specificity of future diagnostics.
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Affiliation(s)
- Sophia B. Georghiou
- Department of Molecular Biology, The Scripps Research Institute, La Jolla, California, United States of America
| | - Marisa Magana
- University of California San Diego Medical Center, San Diego, California, United States of America
| | - Richard S. Garfein
- Division of Global Public Health, University of California San Diego School of Medicine, La Jolla, California, United States of America
| | - Donald G. Catanzaro
- Department of Family and Preventive Medicine, University of California San Diego Health Services Research Center, La Jolla, California, United States of America
| | - Antonino Catanzaro
- University of California San Diego Medical Center, San Diego, California, United States of America
| | - Timothy C. Rodwell
- Division of Global Public Health, University of California San Diego School of Medicine, La Jolla, California, United States of America
- * E-mail:
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Public Health, Communicable Diseases and Global Health. Mol Med 2012. [PMCID: PMC7150074 DOI: 10.1016/b978-0-12-381451-7.00006-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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