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Nakiboneka RF, Sabiiti W. The role and implications of RNAscope and mRNA in the diagnosis of tuberculosis. EBioMedicine 2024; 105:105230. [PMID: 38959847 PMCID: PMC11261753 DOI: 10.1016/j.ebiom.2024.105230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 06/23/2024] [Indexed: 07/05/2024] Open
Affiliation(s)
- Ritah F Nakiboneka
- Division of Infection and Global Health, School of Medicine, University of St Andrews, UK; Department of Pathology, Kamuzu University of Health Sciences, Blantyre, Malawi; Helse Nord Tuberculosis Initiative (HNTI), Pathology Department, Kamuzu University of Health Sciences, Blantyre, Malawi; Uganda Virus Research Institute, Entebbe, Uganda
| | - Wilber Sabiiti
- Division of Infection and Global Health, School of Medicine, University of St Andrews, UK.
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Li S, Chen W, Feng M, Liu Y, Wang F. Drug Resistance and Molecular Characteristics of Mycobacterium tuberculosis: A Single Center Experience. J Pers Med 2022; 12:jpm12122088. [PMID: 36556308 PMCID: PMC9783070 DOI: 10.3390/jpm12122088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 12/23/2022] Open
Abstract
In recent years, the incidence of tuberculosis (TB) and mortality caused by the disease have been decreasing. However, the number of drug-resistant tuberculosis patients is increasing rapidly year by year. Here, a total of 380 Mycobacterium tuberculosis (MTB)-positive formalin-fixed and paraffin-embedded tissue (FFPE) specimens diagnosed in the Department of Pathology of the Eighth Medical Center, Chinese PLA General Hospital were collected. Among 380 cases of MTB, 85 (22.37%) were susceptible to four anti-TB drugs and the remaining 295 (77.63%) were resistant to one or more drugs. The rate of MDR-TB was higher in previously treated cases (52.53%) than in new cases [(36.65%), p < 0.05]. Of previously treated cases, the rate of drug resistance was higher in females than in males (p < 0.05). Among specimens obtained from males, the rate of drug resistance was higher in new cases than in previously treated cases (p < 0.05). Of mutation in drug resistance-related genes, the majority (53/380, 13.95%) of rpoB gene carried the D516V mutation, and 13.42% (51/380) featured mutations in both the katG and inhA genes. Among the total specimens, 18.68% (71/380) carried the 88 M mutation in the rpsL gene, and the embB gene focused on the 306 M2 mutation with a mutation rate of 19.74%. Among the resistant INH, the mutation rate of −15 M was higher in resistance to more than one drug than in monodrug-resistant (p < 0.05). In conclusion, the drug resistance of MTB is still very severe and the timely detection of drug resistance is conducive to the precise treatment of TB.
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Soni A, Guliani A, Nehra K, Mehta PK. Insight into diagnosis of pleural tuberculosis with special focus on nucleic acid amplification tests. Expert Rev Respir Med 2022; 16:887-906. [PMID: 35728039 DOI: 10.1080/17476348.2022.2093189] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Pleural tuberculosis (TB) is the archetype of extrapulmonary TB (EPTB), which mainly affects the pleural space and leads to exudative pleural effusion. Diagnosis of pleural TB is a difficult task predominantly due to atypical clinical presentations and sparse bacillary load in clinical specimens. AREA COVERED We reviewed the current literature on the globally existing conventional/latest modalities for diagnosing pleural TB. Bacteriological examination (smear/culture), tuberculin skin testing/interferon-γ release assays, biochemical testing, imaging and histopathological/cytological examination are the main modalities. Moreover, nucleic acid amplification tests (NAATs), i.e. loop-mediated isothermal amplification, PCR/multiplex-PCR, nested-PCR, real-time PCR and GeneXpert® MTB/RIF are being utilized. Currently, GeneXpert Ultra, Truenat MTBTM, detection of circulating Mycobacterium tuberculosis (Mtb) cell-free DNA by NAATs, aptamer-linked immobilized sorbent assay and immuno-PCR (I-PCR) have also been exploited. EXPERT OPINION Routine tests are not adequate for effective pleural TB diagnosis. The latest molecular/immunological tests as discussed above, and the other tools, i.e. real-time I-PCR/nanoparticle-based I-PCR and identification of Mtb biomarkers within urinary/serum extracellular vesicles being utilized for pulmonary TB and other EPTB types may also be exploited to diagnose pleural TB. Reliable diagnosis and early therapy would reduce the serious complications associated with pleural TB, i.e. TB empyema, pleural fibrosis, etc.
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Affiliation(s)
- Aishwarya Soni
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak-124001, India.,Department of Biotechnology, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat-131039, India
| | - Astha Guliani
- Department of TB & Respiratory Medicine, Pt. BD Postgraduate Institute of Medical Sciences, Rohtak-124001, India
| | - Kiran Nehra
- Department of Biotechnology, Deenbandhu Chhotu Ram University of Science and Technology, Murthal, Sonipat-131039, India
| | - Promod K Mehta
- Centre for Biotechnology, Maharshi Dayanand University, Rohtak-124001, India
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Irfan M, Idrees F, Jabeen K, Zubairi ABS, Butt S, Hasan R. Accuracy of genotype MTBDR plus line probe assay in patients with tuberculous pleural effusion: comparison with clinical and culture based diagnosis. Infect Dis (Lond) 2019; 52:235-241. [PMID: 31797723 DOI: 10.1080/23744235.2019.1697462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
Abstract
Background: Pleural tuberculosis (TB) diagnosis is challenging due to paucibacillary disease. Diagnostic accuracy of GenoType MTBDRplus Line Probe Assay (MTBDRplus) has been evaluated in this study for pleural TB diagnosis.Objective: To evaluate diagnostic accuracy of MTBDRplus for pleural TB diagnosis compared to clinical and microbiological diagnosis.Methods: This prospective study was conducted at the Aga Khan University, Pakistan. Pleural fluid from 203 suspected pleural TB patients was collected and tested for smear, culture and MTBDRplus. Diagnostic accuracy of MTBDRplus was determined using clinical diagnosis and culture as the gold standard.Results: Out of 203 TB suspect patients, MTBDRplus, culture and smear were positive in 14 (6. 9%), 27 (13.3%) and 4 (1.9%) cases, respectively. A total of 106/203 patients (27 culture positive and 79 culture negative) successfully completed TB treatment. Considering clinical diagnosis as gold standard, sensitivity of MTBDRplus was 13.2%; 95% CI (7.4-21.2%) and specificity was 100%; 95% CI (96.1-100%). The sensitivity and specificity of MTBDRplus in culture positive samples were 44.4%; 95% CI (25.5-64.7%) and 98.9%; 95% CI (95.9-99.9%), respectively. Excluding indeterminate results, MTBDRplus accurately detected isoniazid sensitivity in 5/6 and rifampicin sensitivity in 6/6 cases.Conclusion: MTBDRplus had a low sensitivity of 13.2% in clinically diagnosed and 44% in culture-confirmed pleural TB patients and therefore could not be included in most diagnostic algorithms. Due to a higher sensitivity than smear, MTBDRplus may have a role in tuberculous pleural effusion diagnosis if it is positive pending culture results and pleural biopsy.
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Affiliation(s)
- Muhammad Irfan
- Section of Pulmonary and Critical Care Medicine, Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Farah Idrees
- Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Kauser Jabeen
- Department of Pathology and Laboratory Medicine, Aga Khan University, Karachi, Pakistan
| | - Ali Bin Sarwar Zubairi
- Section of Pulmonary and Critical Care Medicine, Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Sehrish Butt
- Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Rumina Hasan
- Department of Pathology and Laboratory Medicine, Aga Khan University, Karachi, Pakistan
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Liang Q, Pang Y, Yang Y, Li H, Guo C, Yang X, Chen X. An improved algorithm for rapid diagnosis of pleural tuberculosis from pleural effusion by combined testing with GeneXpert MTB/RIF and an anti-LAM antibody-based assay. BMC Infect Dis 2019; 19:548. [PMID: 31226940 PMCID: PMC6588860 DOI: 10.1186/s12879-019-4166-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 06/05/2019] [Indexed: 12/13/2022] Open
Abstract
Background This retrospective study evaluated the performance of a lipoarabinomannan (LAM)-based immunological method for diagnosing pleural tuberculosis (TB) from pleural effusion samples. Results were compared to those obtained using conventional culture and molecular testing methods. Methods Suspected pleural TB patients who visited Beijing Chest Hospital for medical care between January 2016 and June 2017 were retrospectively analysed in the study. Pleural effusion samples were tested for Mycobacterium tuberculosis (MTB) using the BACTEC MGIT 960 System, GeneXpert, and an anti-LAM antibody assay (LAM assay). Results Pleural effusion samples were collected from a total of 219 retrospectively recruited participants suspected of having pleural TB. Thirteen of 155 confirmed pleural TB cases tested positive for MTB via MGIT culture, for a sensitivity of 8.4% [95% confidence interval (CI): 4.0–12.8%]. In addition, GeneXpert and LAM testing identified 22 and 55 pleural TB cases, for sensitivities of 14.2% (95% CI: 8.7–19.7%) and 35.5% (95% CI: 28.1–43.6%), respectively. The specificities of these two assays were 100.0% (95% CI: 92.9–100.0%) and 96.9% (95% CI: 88.2–99.5%), respectively. Combined application of culture and LAM testing identified 60 positive cases, for a sensitivity of 38.7% (95% CI: 31.0–46.4%) that was significantly higher than that of MGIT culture alone (P < 0.01). Similarly, use of LAM testing in combination with GeneXpert led to correct diagnosis of 40.0% (95% CI: 32.3–47.7%) of pleural TB cases, a higher rate than obtained using GeneXpert alone (P < 0.01). In addition, the specificity of the combined assay of GeneXpert and LAM testing was 96.9% (95% CI: 88.2–99.5%). Patients aged 25 to 44 years were more likely to have positive LAM assay results than those ≥65 years of age (P = 0.02). Meanwhile, the proportion of diabetic patients with positive LAM assay results was significantly lower than that of the non-diabetes group (P = 0.03). Conclusions An anti-LAM antibody detection assay showed potential for diagnosis of pleural TB from pleural effusion samples. Combined use of the LAM assay with MGIT culture or GeneXpert methods could improve sensitivity for improved pleural TB diagnosis compared to results of individual conventional tests alone.
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Affiliation(s)
- Qingtao Liang
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Yu Pang
- National Clinical Laboratory on Tuberculosis, Beijing Key Laboratory on Drug-Resistant Tuberculosis Research, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Yang Yang
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Hua Li
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Chao Guo
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Xinting Yang
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Xiaoyou Chen
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China.
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Tyagi S, Sharma N, Tyagi JS, Haldar S. Challenges in pleural tuberculosis diagnosis: existing reference standards and nucleic acid tests. Future Microbiol 2017; 12:1201-1218. [PMID: 28972418 DOI: 10.2217/fmb-2017-0028] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Pleural tuberculosis (pTB) is a grave form of extrapulmonary tuberculosis. Microbiological tests are usually found to be inadequate for pTB diagnosis. The absence of a uniform 'composite reference standard' is challenging; therefore, diagnosis is usually performed using a combination of diversified criteria. Nucleic acid tests vary in diagnostic accuracy and have not yet been integrated into clinical decision making. This review assesses the varied criteria used for pTB classification and the challenges afflicting pleural fluid-based DNA diagnostic tests, namely, PCR and Xpert® MTB/RIF. In the 58 studies (PCR: n = 33; Xpert: n = 25) analyzed, reference standards were heterogeneous and PCR/Xpert pooled sensitivity values (range: 0-100%) were inadequate. However, the consistent high specificity of Xpert (range: 90-100%) indicated its utility as a 'rule-in' test. There is an urgent need to evaluate existing and new molecular tests in well-designed studies to accurately assess their utility for pTB diagnosis. To conclude, rapid and accurate tests are warranted for pTB diagnosis.
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Affiliation(s)
- Shaifali Tyagi
- Center for Bio-design & Diagnostics, Translational Health Science & Technology Institute, NCR Biotech Science Cluster, 3rd Milestone, Faridabad - Gurgaon Expressway, PO Box No 04, Faridabad 121001, India
| | - Neera Sharma
- Department of Biochemistry, Dr RML Hospital, New Delhi 110001, India
| | - Jaya Sivaswami Tyagi
- Center for Bio-design & Diagnostics, Translational Health Science & Technology Institute, NCR Biotech Science Cluster, 3rd Milestone, Faridabad - Gurgaon Expressway, PO Box No 04, Faridabad 121001, India.,Department of Biotechnology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi 110029, India
| | - Sagarika Haldar
- Center for Bio-design & Diagnostics, Translational Health Science & Technology Institute, NCR Biotech Science Cluster, 3rd Milestone, Faridabad - Gurgaon Expressway, PO Box No 04, Faridabad 121001, India
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Accuracy of polimerase chain reaction for the diagnosis of pleural tuberculosis. Respir Med 2014; 108:918-23. [PMID: 24803060 DOI: 10.1016/j.rmed.2014.04.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Revised: 02/21/2014] [Accepted: 04/09/2014] [Indexed: 11/21/2022]
Abstract
INTRODUCTION Polymerase chain reaction (PCR)-based techniques to detect Mycobacterium tuberculosis DNA in respiratory specimens have been increasingly used to diagnose pulmonary tuberculosis. Their use in non-respiratory specimens to diagnose extrapulmonary tuberculosis is, however, controversial. In this study, we estimated the accuracy of three in-country commercialized PCR-based diagnostic techniques in pleural fluid samples for the diagnosis of pleural tuberculosis. METHODS Patients underwent thoracenthesis for diagnosis purposes; pleural fluid aliquots were frozen and subsequently submitted to two real time PCR tests (COBAS(®)TAQMAN(®)MTB and Xpert(®)MTB/Rif) and one conventional PCR test (Detect-TB(®)). Two different reference standards were considered: probable tuberculosis (based on clinical grounds) and confirmed tuberculosis (bacteriologically or histologically). RESULTS Ninety-three patients were included, of whom 65 with pleural tuberculosis, 35 of them confirmed. Sensitivities were 29% for COBAS(®)TAQMAN(®)MTB, 3% for Xpert(®)MTB/Rif and 3% for Detect-TB(®); specificities were 86%, 100% and 97% respectively, considering confirmed tuberculosis. Considering all cases, sensitivities were 16%, 3% and 2%, and specificities, 86%, 100%, and 97%. DISCUSSION Compared to the 95% sensitivity of adenosine deaminase, the most sensitive test for pleural tuberculosis, the sensitivities of the three PCR-based tests were very low. We conclude that at present, there is no major place for such tests in routine clinical use.
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Lee J, Lee SY, Choi KJ, Lim JK, Yoo SS, Lee SY, Cha SI, Park JY, Kim CH. Clinical Utility of CT-Based Bronchial Aspirate TB-PCR for the Rapid Diagnosis of Pleural Tuberculosis. Tuberc Respir Dis (Seoul) 2013; 75:150-6. [PMID: 24265643 PMCID: PMC3833935 DOI: 10.4046/trd.2013.75.4.150] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 06/03/2013] [Accepted: 06/25/2013] [Indexed: 12/02/2022] Open
Abstract
Background Thoracoscopic pleural biopsy is often required for rapid and confirmative diagnosis in patients with suspected pleural tuberculosis (PL-TB). However, this method is more invasive and costly than its alternatives. Therefore, we evaluated the clinical utility of the chest computed tomography (CT)-based bronchial aspirate (BA) TB-polymerase chain reaction (PCR) test in such patients. Methods Bronchoscopic evaluation was performed in 54 patients with presumptive PL-TB through diagnostic thoracentesis but without a positive result of sputum acid-fast bacilli (AFB) smear, pleural fluid AFB smear, or pleural fluid TB-PCR test. Diagnostic yields of BA were evaluated according to the characteristics of parenchymal lesions on chest CT. Results Chest radiograph and CT revealed parenchymal lesions in 25 (46%) and 40 (74%) of 54 patients, respectively. In cases with an absence of parenchymal lesions on chest CT, the bronchoscopic approach had no diagnostic benefit. BA TB-PCR test was positive in 21 out of 22 (95%) patients with early-positive results. Among BA results from 20 (37%) patients with patchy consolidative CT findings, eight (40%) were AFB smear-positive, 18 (90%) were TB-PCR-positive, and 19 (95%) were culture-positive. Conclusion The BA TB-PCR test seems to be a satisfactory diagnostic modality in patients with suspected PL-TB and patchy consolidative CT findings. For rapid and confirmative diagnosis in these patients, the bronchoscopic approach with TB-PCR may be preferable to the thoracoscopy.
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Affiliation(s)
- Jaehee Lee
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Korea
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Montenegro LML, Silva BCD, Lima JFDC, Cruz HLAD, Montenegro RDA, Lundgren FLC, Albuquerque Filho APLD, Schindler HC. The performance of an in-house nested-PCR technique for pleural tuberculosis diagnoses. Rev Soc Bras Med Trop 2013; 46:594-9. [DOI: 10.1590/0037-8682-0127-2013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2013] [Accepted: 10/04/2013] [Indexed: 11/22/2022] Open
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Das S, Roychowdhury T, Kumar P, Kumar A, Kalra P, Singh J, Singh S, Prasad HK, Bhattacharya A. Genetic heterogeneity revealed by sequence analysis of Mycobacterium tuberculosis isolates from extra-pulmonary tuberculosis patients. BMC Genomics 2013; 14:404. [PMID: 23773324 PMCID: PMC3699378 DOI: 10.1186/1471-2164-14-404] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Accepted: 06/03/2013] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Tuberculosis remains a major public health problem. Clinical tuberculosis manifests often as pulmonary and occasionally as extra-pulmonary tuberculosis. The emergence of drug resistant tubercle bacilli and its association with HIV is a formidable challenge to curb the spread of tuberculosis. There have been concerted efforts by whole genome sequencing and bioinformatics analysis to identify genomic patterns and to establish a relationship between the genotype of the organism and clinical manifestation of tuberculosis. Extra-pulmonary TB constitutes 15-20 percent of the total clinical cases of tuberculosis reported among immunocompetent patients, whereas among HIV patients the incidence is more than 50 percent. Genomic analysis of M. tuberculosis isolates from extra pulmonary patients has not been explored. RESULTS The genomic DNA of 5 extra-pulmonary clinical isolates of M. tuberculosis derived from cerebrospinal fluid, lymph node fine needle aspirates (FNAC) / biopsies, were sequenced. Next generation sequencing approach (NGS) was employed to identify Single Nucleotide Variations (SNVs) and computational methods used to predict their consequence on functional genes. Analysis of distribution of SNVs led to the finding that there are mixed genotypes in patient isolates and that many SNVs are likely to influence either gene function or their expression. Phylogenetic relationship between the isolates correlated with the origin of the isolates. In addition, insertion sites of IS elements were identified and their distribution revealed a variation in number and position of the element in the 5 extra-pulmonary isolates compared to the reference M. tuberculosis H37Rv strain. CONCLUSIONS The results suggest that NGS sequencing is able to identify small variations in genomes of M. tuberculosis isolates including changes in IS element insertion sites. Moreover, variations in isolates of M. tuberculosis from non-pulmonary sites were documented. The analysis of our results indicates genomic heterogeneity in the clinical isolates.
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Affiliation(s)
- Sarbashis Das
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Tanmoy Roychowdhury
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Parameet Kumar
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Anil Kumar
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Priya Kalra
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Jitendra Singh
- Division of Clinical Microbiology and Molecular Medicine, Department of Laboratory Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Sarman Singh
- Division of Clinical Microbiology and Molecular Medicine, Department of Laboratory Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - HK Prasad
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Alok Bhattacharya
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
- School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
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Gao Y, Ou Q, Huang F, Wang S, Shen L, Shen Y, Wu J, Zheng J, Weng X, Zhang W, Shao L. Improved diagnostic power by combined interferon-gamma release assay and nested-PCR in tuberculous pleurisy in high tuberculosis prevalence area. ACTA ACUST UNITED AC 2012; 66:393-8. [DOI: 10.1111/1574-695x.12006] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2012] [Revised: 08/21/2012] [Accepted: 08/29/2012] [Indexed: 11/28/2022]
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Das S, Duggal P, Roy R, Myneedu VP, Behera D, Prasad HK, Bhattacharya A. Identification of hot and cold spots in genome of Mycobacterium tuberculosis using Shewhart Control Charts. Sci Rep 2012; 2:297. [PMID: 22389766 PMCID: PMC3291883 DOI: 10.1038/srep00297] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Accepted: 02/08/2012] [Indexed: 11/09/2022] Open
Abstract
The organization of genomic sequences is dynamic and undergoes change during the process of evolution. Many of the variations arise spontaneously and the observed genomic changes can either be distributed uniformly throughout the genome or be preferentially localized to some regions (hot spots) compared to others. Conversely cold spots may tend to accumulate very few variations or none at all. In order to identify such regions statistically, we have developed a method based on Shewhart Control Chart. The method was used for identification of hot and cold spots of single-nucleotide variations (SNVs) in Mycobacterium tuberculosis genomes. The predictions have been validated by sequencing some of these regions derived from clinical isolates. This method can be used for analysis of other genome sequences particularly infectious microbes.
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Affiliation(s)
- Sarbashis Das
- School of Computational and Integrative Sciences, JawaharlalNehru University, New Delhi, India
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Haldar S, Bose M, Chakrabarti P, Daginawala HF, Harinath B, Kashyap RS, Kulkarni S, Majumdar A, Prasad HK, Rodrigues C, Srivastava R, Taori GM, Varma-Basil M, Tyagi JS. Improved laboratory diagnosis of tuberculosis – The Indian experience. Tuberculosis (Edinb) 2011; 91:414-26. [DOI: 10.1016/j.tube.2011.06.003] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2010] [Revised: 04/26/2011] [Accepted: 06/12/2011] [Indexed: 11/28/2022]
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