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Published in: BMC Infectious Diseases 1/2019

Open Access 01-12-2019 | Tuberculosis | Research article

Diagnostic accuracy of in-house real-time PCR assay for Mycobacterium tuberculosis: a systematic review and meta-analysis

Authors: Zhenhong Wei, Xiaoping Zhang, Chaojun Wei, Liang Yao, Yonghong Li, Xiaojing Zhang, Hui Xu, Yanjuan Jia, Rui Guo, Yu Wu, Kehu Yang, Xiaoling Gao

Published in: BMC Infectious Diseases | Issue 1/2019

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Abstract

Background

In recent years, studies on the diagnostic accuracy of in-house real-time PCR (hRT-PCR) assay for the detection of Mycobacterium tuberculosis (Mtb) have been reported with unignorable discrepancies. To assess the overall accuracy of the hRT-PCR assay for Mtb diagnosis in different samples for individuals with active pulmonary and extra-pulmonary Mtb infection, a systematic review and meta-analysis were performed.

Methods

The PUBMED, EMBASE, Web of Science, and Cochrane databases were searched up to June 2017 for eligible studies that estimated diagnostic sensitivity and specificity with the hRT-PCR assay in respiratory and non-respiratory samples in pulmonary and extra-pulmonary Mtb infection patients, with Mtb culture as the reference standard. Bivariate random effect models were used to provide pooled estimation of diagnostic accuracy. Further, subgroup and meta-regression analyses were performed to explore sources of heterogeneity. The risk of bias was assessed by the QUADAS-2 tool.

Results

Of the 3589 candidate studies, 18 eligible studies met our inclusion criteria. Compared to Mtb culture data, the pooled sensitivity and specificity were 0.96 and 0.92, respectively. The diagnostic odds ratio (DOR) was 192.96 (95% CI 68.46, 543.90), and the area under the summary ROC curve (AUC) was 0.9791. There was significant heterogeneity in sensitivity and specificity among the enrolled studies (p < 0.001). The studies with high-quality assessment and application of respiratory specimen were associated with better accuracy.

Conclusions

In low-income/high-burden settings, our results suggested that the hRT-PCR assay could be a useful test for the diagnosis of TB with high sensitivity and specificity.
Appendix
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Literature
1.
go back to reference Organization WH: Global tuberculosis report 2016.pdf. 2016. Organization WH: Global tuberculosis report 2016.pdf. 2016.
2.
go back to reference Tiwari RP, Hattikudur NS, Bharmal RN, Kartikeyan S, Deshmukh NM, Bisen PS. Modern approaches to a rapid diagnosis of tuberculosis: promises and challenges ahead. Tuberculosis (Edinb). 2007;87(3):193–201.CrossRef Tiwari RP, Hattikudur NS, Bharmal RN, Kartikeyan S, Deshmukh NM, Bisen PS. Modern approaches to a rapid diagnosis of tuberculosis: promises and challenges ahead. Tuberculosis (Edinb). 2007;87(3):193–201.CrossRef
3.
go back to reference Chagas M, Silva RM, Bazzo ML, Santos JI. The use of polymerase chain reaction for early diagnosis of tuberculosis in mycobacterium tuberculosis culture. Braz J Med Biol Res. 2010;43(6):543–8.PubMedCrossRef Chagas M, Silva RM, Bazzo ML, Santos JI. The use of polymerase chain reaction for early diagnosis of tuberculosis in mycobacterium tuberculosis culture. Braz J Med Biol Res. 2010;43(6):543–8.PubMedCrossRef
4.
go back to reference Shinu P, Nair A, Singh V, Kumar S, Bareja R. Evaluation of rapid techniques for the detection of mycobacteria in sputum with scanty bacilli or clinically evident, smear negative cases of pulmonary and extra-pulmonary tuberculosis. Mem Inst Oswaldo Cruz. 2011;106(5):620–4.PubMedCrossRef Shinu P, Nair A, Singh V, Kumar S, Bareja R. Evaluation of rapid techniques for the detection of mycobacteria in sputum with scanty bacilli or clinically evident, smear negative cases of pulmonary and extra-pulmonary tuberculosis. Mem Inst Oswaldo Cruz. 2011;106(5):620–4.PubMedCrossRef
5.
go back to reference Helb D, Jones M, Story E, Boehme C, Wallace E, Ho K, Kop J, Owens MR, Rodgers R, Banada P, et al. Rapid detection of mycobacterium tuberculosis and rifampin resistance by use of on-demand, near-patient technology. J Clin Microbiol. 2010;48(1):229–37.PubMedCrossRef Helb D, Jones M, Story E, Boehme C, Wallace E, Ho K, Kop J, Owens MR, Rodgers R, Banada P, et al. Rapid detection of mycobacterium tuberculosis and rifampin resistance by use of on-demand, near-patient technology. J Clin Microbiol. 2010;48(1):229–37.PubMedCrossRef
6.
go back to reference Diagnostic Standards and Classification of Tuberculosis in Adults and Children. This official statement of the American Thoracic Society and the Centers for Disease Control and Prevention was adopted by the ATS Board of Directors, July 1999. This statement was endorsed by the Council of the Infectious Disease Society of America, September 1999. Am J Respir Crit Care Med. 2000;161(4 Pt 1):1376–95. https://doi.org/10.1164/ajrccm.161.4.16141. Diagnostic Standards and Classification of Tuberculosis in Adults and Children. This official statement of the American Thoracic Society and the Centers for Disease Control and Prevention was adopted by the ATS Board of Directors, July 1999. This statement was endorsed by the Council of the Infectious Disease Society of America, September 1999. Am J Respir Crit Care Med. 2000;161(4 Pt 1):1376–95. https://​doi.​org/​10.​1164/​ajrccm.​161.​4.​16141.
7.
go back to reference Horita N, Yamamoto M, Sato T, Tsukahara T, Nagakura H, Tashiro K, Shibata Y, Watanabe H, Nagai K, Nakashima K, et al. Sensitivity and specificity of Cobas TaqMan MTB real-time polymerase chain reaction for culture-proven mycobacterium tuberculosis: meta-analysis of 26999 specimens from 17 studies. Sci Rep. 2015;5:18113.PubMedPubMedCentralCrossRef Horita N, Yamamoto M, Sato T, Tsukahara T, Nagakura H, Tashiro K, Shibata Y, Watanabe H, Nagai K, Nakashima K, et al. Sensitivity and specificity of Cobas TaqMan MTB real-time polymerase chain reaction for culture-proven mycobacterium tuberculosis: meta-analysis of 26999 specimens from 17 studies. Sci Rep. 2015;5:18113.PubMedPubMedCentralCrossRef
8.
go back to reference Morales-Lopez SE, Yepes JA, Anzola I, Aponte H, Llerena-Polo CR. Paradoxical results of two automated real-time PCR assays in the diagnosis of pleural tuberculosis. Int J Infect Dis. 2017;54:36–8.PubMedCrossRef Morales-Lopez SE, Yepes JA, Anzola I, Aponte H, Llerena-Polo CR. Paradoxical results of two automated real-time PCR assays in the diagnosis of pleural tuberculosis. Int J Infect Dis. 2017;54:36–8.PubMedCrossRef
9.
go back to reference Park KS, Kim JY, Lee JW, Hwang YY, Jeon K, Koh WJ, Ki CS, Lee NY. Comparison of the Xpert MTB/RIF and Cobas TaqMan MTB assays for detection of mycobacterium tuberculosis in respiratory specimens. J Clin Microbiol. 2013;51(10):3225–7.PubMedPubMedCentralCrossRef Park KS, Kim JY, Lee JW, Hwang YY, Jeon K, Koh WJ, Ki CS, Lee NY. Comparison of the Xpert MTB/RIF and Cobas TaqMan MTB assays for detection of mycobacterium tuberculosis in respiratory specimens. J Clin Microbiol. 2013;51(10):3225–7.PubMedPubMedCentralCrossRef
10.
go back to reference Barletta F, Vandelannoote K, Collantes J, Evans CA, Arevalo J, Rigouts L. Standardization of a TaqMan-based real-time PCR for the detection of mycobacterium tuberculosis-complex in human sputum. Am J Trop Med Hyg. 2014;91(4):709–14.PubMedPubMedCentralCrossRef Barletta F, Vandelannoote K, Collantes J, Evans CA, Arevalo J, Rigouts L. Standardization of a TaqMan-based real-time PCR for the detection of mycobacterium tuberculosis-complex in human sputum. Am J Trop Med Hyg. 2014;91(4):709–14.PubMedPubMedCentralCrossRef
11.
go back to reference Kox LF, van Leeuwen J, Knijper S, Jansen HM, Kolk AH. PCR assay based on DNA coding for 16S rRNA for detection and identification of mycobacteria in clinical samples. J Clin Microbiol. 1995;33(12):3225–33.PubMedPubMedCentral Kox LF, van Leeuwen J, Knijper S, Jansen HM, Kolk AH. PCR assay based on DNA coding for 16S rRNA for detection and identification of mycobacteria in clinical samples. J Clin Microbiol. 1995;33(12):3225–33.PubMedPubMedCentral
12.
go back to reference Lee BW, Tan JA, Wong SC, Tan CB, Yap HK, Low PS, Chia JN, Tay JS. DNA amplification by the polymerase chain reaction for the rapid diagnosis of tuberculous meningitis. Comparison of protocols involving three mycobacterial DNA sequences, IS6110, 65 kDa antigen, and MPB64. J Neurol Sci. 1994;123(1–2):173–9.PubMedCrossRef Lee BW, Tan JA, Wong SC, Tan CB, Yap HK, Low PS, Chia JN, Tay JS. DNA amplification by the polymerase chain reaction for the rapid diagnosis of tuberculous meningitis. Comparison of protocols involving three mycobacterial DNA sequences, IS6110, 65 kDa antigen, and MPB64. J Neurol Sci. 1994;123(1–2):173–9.PubMedCrossRef
13.
go back to reference Thierry D, Brisson-Noel A, Vincent-Levy-Frebault V, Nguyen S, Guesdon JL, Gicquel B. Characterization of a mycobacterium tuberculosis insertion sequence, IS6110, and its application in diagnosis. J Clin Microbiol. 1990;28(12):2668–73.PubMedPubMedCentral Thierry D, Brisson-Noel A, Vincent-Levy-Frebault V, Nguyen S, Guesdon JL, Gicquel B. Characterization of a mycobacterium tuberculosis insertion sequence, IS6110, and its application in diagnosis. J Clin Microbiol. 1990;28(12):2668–73.PubMedPubMedCentral
14.
go back to reference Pai M, Flores LL, Hubbard A, Riley LW, Colford JM Jr. Nucleic acid amplification tests in the diagnosis of tuberculous pleuritis: a systematic review and meta-analysis. BMC Infect Dis. 2004;4:6.PubMedPubMedCentralCrossRef Pai M, Flores LL, Hubbard A, Riley LW, Colford JM Jr. Nucleic acid amplification tests in the diagnosis of tuberculous pleuritis: a systematic review and meta-analysis. BMC Infect Dis. 2004;4:6.PubMedPubMedCentralCrossRef
15.
go back to reference Sarmiento OL, Weigle KA, Alexander J, Weber DJ, Miller WC. Assessment by meta-analysis of PCR for diagnosis of smear-negative pulmonary tuberculosis. J Clin Microbiol. 2003;41(7):3233–40.PubMedPubMedCentralCrossRef Sarmiento OL, Weigle KA, Alexander J, Weber DJ, Miller WC. Assessment by meta-analysis of PCR for diagnosis of smear-negative pulmonary tuberculosis. J Clin Microbiol. 2003;41(7):3233–40.PubMedPubMedCentralCrossRef
16.
go back to reference Pai M, Flores LL, Pai N, Hubbard A, Riley LW, Colford JM Jr. Diagnostic accuracy of nucleic acid amplification tests for tuberculous meningitis: a systematic review and meta-analysis. Lancet Infect Dis. 2003;3(10):633–43.PubMedCrossRef Pai M, Flores LL, Pai N, Hubbard A, Riley LW, Colford JM Jr. Diagnostic accuracy of nucleic acid amplification tests for tuberculous meningitis: a systematic review and meta-analysis. Lancet Infect Dis. 2003;3(10):633–43.PubMedCrossRef
17.
go back to reference Miller N, Cleary T, Kraus G, Young AK, Spruill G, Hnatyszyn HJ. Rapid and specific detection of mycobacterium tuberculosis from acid-fast bacillus smear-positive respiratory specimens and BacT/ALERT MP culture bottles by using fluorogenic probes and real-time PCR. J Clin Microbiol. 2002;40(11):4143–7.PubMedPubMedCentralCrossRef Miller N, Cleary T, Kraus G, Young AK, Spruill G, Hnatyszyn HJ. Rapid and specific detection of mycobacterium tuberculosis from acid-fast bacillus smear-positive respiratory specimens and BacT/ALERT MP culture bottles by using fluorogenic probes and real-time PCR. J Clin Microbiol. 2002;40(11):4143–7.PubMedPubMedCentralCrossRef
18.
go back to reference Espy MJ, Uhl JR, Sloan LM, Buckwalter SP, Jones MF, Vetter EA, Yao JD, Wengenack NL, Rosenblatt JE, Cockerill FR 3rd, et al. Real-time PCR in clinical microbiology: applications for routine laboratory testing. Clin Microbiol Rev. 2006;19(1):165–256.PubMedPubMedCentralCrossRef Espy MJ, Uhl JR, Sloan LM, Buckwalter SP, Jones MF, Vetter EA, Yao JD, Wengenack NL, Rosenblatt JE, Cockerill FR 3rd, et al. Real-time PCR in clinical microbiology: applications for routine laboratory testing. Clin Microbiol Rev. 2006;19(1):165–256.PubMedPubMedCentralCrossRef
19.
go back to reference Palomino JC. Nonconventional and new methods in the diagnosis of tuberculosis: feasibility and applicability in the field. Eur Respir J. 2005;26(2):339–50.PubMedCrossRef Palomino JC. Nonconventional and new methods in the diagnosis of tuberculosis: feasibility and applicability in the field. Eur Respir J. 2005;26(2):339–50.PubMedCrossRef
20.
go back to reference Aggarwal M, Aggarwal KC, Nair D. Have we made any headway in the diagnosis of Neurotuberculosis? Place of real time PCR. J Pediatr Infect Dis. 2012;07(04):139–43.CrossRef Aggarwal M, Aggarwal KC, Nair D. Have we made any headway in the diagnosis of Neurotuberculosis? Place of real time PCR. J Pediatr Infect Dis. 2012;07(04):139–43.CrossRef
21.
go back to reference Albuquerque YM, Lima AL, Lins AK, Magalhaes M, Magalhaes V. Quantitative real-time PCR (q-PCR) for sputum smear diagnosis of pulmonary tuberculosis among people with HIV/AIDS. Rev Inst Med Trop Sao Paulo. 2014;56(2):139–42.PubMedPubMedCentralCrossRef Albuquerque YM, Lima AL, Lins AK, Magalhaes M, Magalhaes V. Quantitative real-time PCR (q-PCR) for sputum smear diagnosis of pulmonary tuberculosis among people with HIV/AIDS. Rev Inst Med Trop Sao Paulo. 2014;56(2):139–42.PubMedPubMedCentralCrossRef
22.
go back to reference Chaidir L, Ganiem AR, Vander Zanden A, Muhsinin S, Kusumaningrum T, Kusumadewi I, van der Ven A, Alisjahbana B, Parwati I, van Crevel R. Comparison of real time IS6110-PCR, microscopy, and culture for diagnosis of tuberculous meningitis in a cohort of adult patients in Indonesia. PLoS One. 2012;7(12):e52001.PubMedPubMedCentralCrossRef Chaidir L, Ganiem AR, Vander Zanden A, Muhsinin S, Kusumaningrum T, Kusumadewi I, van der Ven A, Alisjahbana B, Parwati I, van Crevel R. Comparison of real time IS6110-PCR, microscopy, and culture for diagnosis of tuberculous meningitis in a cohort of adult patients in Indonesia. PLoS One. 2012;7(12):e52001.PubMedPubMedCentralCrossRef
23.
go back to reference Darban-Sarokhalil D, Imani Fooladi AA, Maleknejad P, Bameri Z, Aflaki M, Nomanpour B, Yaslianifard S, Modarresi MH, Feizabadi MM. Comparison of smear microscopy, culture, and real-time PCR for quantitative detection of mycobacterium tuberculosis in clinical respiratory specimens. Scand J Infect Dis. 2013;45(4):250–5.PubMedCrossRef Darban-Sarokhalil D, Imani Fooladi AA, Maleknejad P, Bameri Z, Aflaki M, Nomanpour B, Yaslianifard S, Modarresi MH, Feizabadi MM. Comparison of smear microscopy, culture, and real-time PCR for quantitative detection of mycobacterium tuberculosis in clinical respiratory specimens. Scand J Infect Dis. 2013;45(4):250–5.PubMedCrossRef
24.
go back to reference Gallo JF, Pinhata JM, Chimara E, Goncalves MG, Fukasawa LO, Oliveira RS. Performance of an in-house real-time polymerase chain reaction for identification of mycobacterium tuberculosis isolates in laboratory routine diagnosis from a high burden setting. Mem Inst Oswaldo Cruz. 2016;111(9):545–50.PubMedPubMedCentralCrossRef Gallo JF, Pinhata JM, Chimara E, Goncalves MG, Fukasawa LO, Oliveira RS. Performance of an in-house real-time polymerase chain reaction for identification of mycobacterium tuberculosis isolates in laboratory routine diagnosis from a high burden setting. Mem Inst Oswaldo Cruz. 2016;111(9):545–50.PubMedPubMedCentralCrossRef
25.
go back to reference Inoue M, Tang WY, Wee SY, Barkham T. Audit and improve! Evaluation of a real-time probe-based PCR assay with internal control for the direct detection of mycobacterium tuberculosis complex. Eur J Clin Microbiol Infect Dis. 2011;30(1):131–5.PubMedCrossRef Inoue M, Tang WY, Wee SY, Barkham T. Audit and improve! Evaluation of a real-time probe-based PCR assay with internal control for the direct detection of mycobacterium tuberculosis complex. Eur J Clin Microbiol Infect Dis. 2011;30(1):131–5.PubMedCrossRef
26.
go back to reference Lee HS, Park KU, Park JO, Chang HE, Song J, Choe G. Rapid, sensitive, and specific detection of mycobacterium tuberculosis complex by real-time PCR on paraffin-embedded human tissues. J Mol Diagn. 2011;13(4):390–4.PubMedPubMedCentralCrossRef Lee HS, Park KU, Park JO, Chang HE, Song J, Choe G. Rapid, sensitive, and specific detection of mycobacterium tuberculosis complex by real-time PCR on paraffin-embedded human tissues. J Mol Diagn. 2011;13(4):390–4.PubMedPubMedCentralCrossRef
27.
go back to reference Lira LA, Santos FC, Carvalho MS, Montenegro RA, Lima JF, Schindler HC, Montenegro LM. Evaluation of a IS6110-Taqman real-time PCR assay to detect mycobacterium tuberculosis in sputum samples of patients with pulmonary TB. J Appl Microbiol. 2013;114(4):1103–8.PubMedCrossRef Lira LA, Santos FC, Carvalho MS, Montenegro RA, Lima JF, Schindler HC, Montenegro LM. Evaluation of a IS6110-Taqman real-time PCR assay to detect mycobacterium tuberculosis in sputum samples of patients with pulmonary TB. J Appl Microbiol. 2013;114(4):1103–8.PubMedCrossRef
28.
go back to reference Lyra JM, Maruza M, Verza M, Carneiro MM, Albuquerque Mde F, Rossetti ML, Ximenes R, Braga MC, Lucena-Silva N. Evaluation of four molecular methods for the diagnosis of tuberculosis in pulmonary and blood samples from immunocompromised patients. Mem Inst Oswaldo Cruz. 2014;109(6):805–13.PubMedPubMedCentralCrossRef Lyra JM, Maruza M, Verza M, Carneiro MM, Albuquerque Mde F, Rossetti ML, Ximenes R, Braga MC, Lucena-Silva N. Evaluation of four molecular methods for the diagnosis of tuberculosis in pulmonary and blood samples from immunocompromised patients. Mem Inst Oswaldo Cruz. 2014;109(6):805–13.PubMedPubMedCentralCrossRef
29.
go back to reference Miller MB, Popowitch EB, Backlund MG, Ager EP. Performance of Xpert MTB/RIF RUO assay and IS6110 real-time PCR for mycobacterium tuberculosis detection in clinical samples. J Clin Microbiol. 2011;49(10):3458–62.PubMedPubMedCentralCrossRef Miller MB, Popowitch EB, Backlund MG, Ager EP. Performance of Xpert MTB/RIF RUO assay and IS6110 real-time PCR for mycobacterium tuberculosis detection in clinical samples. J Clin Microbiol. 2011;49(10):3458–62.PubMedPubMedCentralCrossRef
30.
go back to reference Rao P, Chawla K, Shenoy VP, Mukhopadhyay C. Role of real-time PCR for detection of tuberculosis and drug resistance directly from clinical samples. Indian J Tuberc. 2016;63(3):149–53.PubMedCrossRef Rao P, Chawla K, Shenoy VP, Mukhopadhyay C. Role of real-time PCR for detection of tuberculosis and drug resistance directly from clinical samples. Indian J Tuberc. 2016;63(3):149–53.PubMedCrossRef
31.
go back to reference Rozales FP, Machado AB, De Paris F, Zavascki AP, Barth AL. PCR to detect mycobacterium tuberculosis in respiratory tract samples: evaluation of clinical data. Epidemiol Infect. 2014;142(7):1517–23.PubMedCrossRef Rozales FP, Machado AB, De Paris F, Zavascki AP, Barth AL. PCR to detect mycobacterium tuberculosis in respiratory tract samples: evaluation of clinical data. Epidemiol Infect. 2014;142(7):1517–23.PubMedCrossRef
32.
go back to reference Sanjuan-Jimenez R, Toro-Peinado I, Bermudez P, Colmenero JD, Morata P. Comparative study of a real-time PCR assay targeting senX3-regX3 versus other molecular strategies commonly used in the diagnosis of tuberculosis. PLoS One. 2015;10(11):e0143025.PubMedPubMedCentralCrossRef Sanjuan-Jimenez R, Toro-Peinado I, Bermudez P, Colmenero JD, Morata P. Comparative study of a real-time PCR assay targeting senX3-regX3 versus other molecular strategies commonly used in the diagnosis of tuberculosis. PLoS One. 2015;10(11):e0143025.PubMedPubMedCentralCrossRef
33.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Int J Surg. 2010;8(5):336–41.PubMedCrossRef Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Int J Surg. 2010;8(5):336–41.PubMedCrossRef
34.
go back to reference Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MM, Sterne JA, Bossuyt PM. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155(8):529–36.PubMedCrossRef Whiting PF, Rutjes AW, Westwood ME, Mallett S, Deeks JJ, Reitsma JB, Leeflang MM, Sterne JA, Bossuyt PM. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155(8):529–36.PubMedCrossRef
35.
36.
go back to reference Littenberg B, Moses LE. Estimating diagnostic accuracy from multiple conflicting reports: a new meta-analytic method. Med Decis Making. 1993;13(4):313–21.PubMedCrossRef Littenberg B, Moses LE. Estimating diagnostic accuracy from multiple conflicting reports: a new meta-analytic method. Med Decis Making. 1993;13(4):313–21.PubMedCrossRef
37.
38.
go back to reference Irwig L, Macaskill P, Glasziou P, Fahey M. Meta-analytic methods for diagnostic test accuracy. J Clin Epidemiol. 1995;48(1):119–30 discussion 131-112.PubMedCrossRef Irwig L, Macaskill P, Glasziou P, Fahey M. Meta-analytic methods for diagnostic test accuracy. J Clin Epidemiol. 1995;48(1):119–30 discussion 131-112.PubMedCrossRef
39.
go back to reference Lijmer JG, Bossuyt PM, Heisterkamp SH. Exploring sources of heterogeneity in systematic reviews of diagnostic tests. Stat Med. 2002;21(11):1525–37.PubMedCrossRef Lijmer JG, Bossuyt PM, Heisterkamp SH. Exploring sources of heterogeneity in systematic reviews of diagnostic tests. Stat Med. 2002;21(11):1525–37.PubMedCrossRef
40.
go back to reference Song F, Khan KS, Dinnes J, Sutton AJ. Asymmetric funnel plots and publication bias in meta-analyses of diagnostic accuracy. Int J Epidemiol. 2002;31(1):88–95.PubMedCrossRef Song F, Khan KS, Dinnes J, Sutton AJ. Asymmetric funnel plots and publication bias in meta-analyses of diagnostic accuracy. Int J Epidemiol. 2002;31(1):88–95.PubMedCrossRef
41.
go back to reference Flores LL, Pai M, Colford JM Jr, Riley LW. In-house nucleic acid amplification tests for the detection of mycobacterium tuberculosis in sputum specimens: meta-analysis and meta-regression. BMC Microbiol. 2005;5:55.PubMedPubMedCentralCrossRef Flores LL, Pai M, Colford JM Jr, Riley LW. In-house nucleic acid amplification tests for the detection of mycobacterium tuberculosis in sputum specimens: meta-analysis and meta-regression. BMC Microbiol. 2005;5:55.PubMedPubMedCentralCrossRef
42.
go back to reference Penz E, Boffa J, Roberts DJ, Fisher D, Cooper R, Ronksley PE, James MT. Diagnostic accuracy of the Xpert(R) MTB/RIF assay for extra-pulmonary tuberculosis: a meta-analysis. Int J Tuberc Lung Dis. 2015;19(3):278–84 i-iii.PubMedCrossRef Penz E, Boffa J, Roberts DJ, Fisher D, Cooper R, Ronksley PE, James MT. Diagnostic accuracy of the Xpert(R) MTB/RIF assay for extra-pulmonary tuberculosis: a meta-analysis. Int J Tuberc Lung Dis. 2015;19(3):278–84 i-iii.PubMedCrossRef
43.
go back to reference Kocagoz T, Yilmaz E, Ozkara S, Kocagoz S, Hayran M, Sachedeva M, Chambers HF. Detection of mycobacterium tuberculosis in sputum samples by polymerase chain reaction using a simplified procedure. J Clin Microbiol. 1993;31(6):1435–8.PubMedPubMedCentral Kocagoz T, Yilmaz E, Ozkara S, Kocagoz S, Hayran M, Sachedeva M, Chambers HF. Detection of mycobacterium tuberculosis in sputum samples by polymerase chain reaction using a simplified procedure. J Clin Microbiol. 1993;31(6):1435–8.PubMedPubMedCentral
44.
go back to reference Nolte FS, Metchock B, McGowan JE Jr, Edwards A, Okwumabua O, Thurmond C, Mitchell PS, Plikaytis B, Shinnick T. Direct detection of mycobacterium tuberculosis in sputum by polymerase chain reaction and DNA hybridization. J Clin Microbiol. 1993;31(7):1777–82.PubMedPubMedCentral Nolte FS, Metchock B, McGowan JE Jr, Edwards A, Okwumabua O, Thurmond C, Mitchell PS, Plikaytis B, Shinnick T. Direct detection of mycobacterium tuberculosis in sputum by polymerase chain reaction and DNA hybridization. J Clin Microbiol. 1993;31(7):1777–82.PubMedPubMedCentral
45.
go back to reference Noordhoek GT, Kaan JA, Mulder S, Wilke H, Kolk AH. Routine application of the polymerase chain reaction for detection of mycobacterium tuberculosis in clinical samples. J Clin Pathol. 1995;48(9):810–4.PubMedPubMedCentralCrossRef Noordhoek GT, Kaan JA, Mulder S, Wilke H, Kolk AH. Routine application of the polymerase chain reaction for detection of mycobacterium tuberculosis in clinical samples. J Clin Pathol. 1995;48(9):810–4.PubMedPubMedCentralCrossRef
47.
go back to reference Negi SS, Anand R, Pasha ST, Gupta S, Basir SF, Khare S, Lal S. Diagnostic potential of IS6110, 38kDa, 65kDa and 85B sequence-based polymerase chain reaction in the diagnosis of mycobacterium tuberculosis in clinical samples. Indian J Med Microbiol. 2007;25(1):43.PubMedCrossRef Negi SS, Anand R, Pasha ST, Gupta S, Basir SF, Khare S, Lal S. Diagnostic potential of IS6110, 38kDa, 65kDa and 85B sequence-based polymerase chain reaction in the diagnosis of mycobacterium tuberculosis in clinical samples. Indian J Med Microbiol. 2007;25(1):43.PubMedCrossRef
48.
go back to reference van Embden JD, Cave MD, Crawford JT, Dale JW, Eisenach KD, Gicquel B, Hermans P, Martin C, McAdam R, Shinnick TM, et al. Strain identification of mycobacterium tuberculosis by DNA fingerprinting: recommendations for a standardized methodology. J Clin Microbiol. 1993;31(2):406–9.PubMedPubMedCentral van Embden JD, Cave MD, Crawford JT, Dale JW, Eisenach KD, Gicquel B, Hermans P, Martin C, McAdam R, Shinnick TM, et al. Strain identification of mycobacterium tuberculosis by DNA fingerprinting: recommendations for a standardized methodology. J Clin Microbiol. 1993;31(2):406–9.PubMedPubMedCentral
49.
go back to reference Cockerill FR 3rd. Application of rapid-cycle real-time polymerase chain reaction for diagnostic testing in the clinical microbiology laboratory. Arch Pathol Lab Med. 2003;127(9):1112–20.PubMed Cockerill FR 3rd. Application of rapid-cycle real-time polymerase chain reaction for diagnostic testing in the clinical microbiology laboratory. Arch Pathol Lab Med. 2003;127(9):1112–20.PubMed
50.
go back to reference Ling DI, Flores LL, Riley LW, Pai M. Commercial nucleic-acid amplification tests for diagnosis of pulmonary tuberculosis in respiratory specimens: meta-analysis and meta-regression. PLoS One. 2008;3(2):e1536.PubMedPubMedCentralCrossRef Ling DI, Flores LL, Riley LW, Pai M. Commercial nucleic-acid amplification tests for diagnosis of pulmonary tuberculosis in respiratory specimens: meta-analysis and meta-regression. PLoS One. 2008;3(2):e1536.PubMedPubMedCentralCrossRef
51.
go back to reference Organization WHO. Tuberculosis diagnostic Xpert MTB/RIF test. Geneva: WHO; 2014. Organization WHO. Tuberculosis diagnostic Xpert MTB/RIF test. Geneva: WHO; 2014.
52.
go back to reference Detjen AK, DiNardo AR, Leyden J, Steingart KR, Menzies D, Schiller I, Dendukuri N, Mandalakas AM. Xpert MTB/RIF assay for the diagnosis of pulmonary tuberculosis in children: a systematic review and meta-analysis. Lancet Respir Med. 2015;3(6):451–61.PubMedPubMedCentralCrossRef Detjen AK, DiNardo AR, Leyden J, Steingart KR, Menzies D, Schiller I, Dendukuri N, Mandalakas AM. Xpert MTB/RIF assay for the diagnosis of pulmonary tuberculosis in children: a systematic review and meta-analysis. Lancet Respir Med. 2015;3(6):451–61.PubMedPubMedCentralCrossRef
53.
go back to reference Yu L, Xu Y, Wang F, Yang C, Liu G, Song X. Functional roles of pattern recognition receptors that recognize virus nucleic acids in human adipose-derived mesenchymal stem cells. Biomed Res Int. 2016;2016:9872138.PubMedPubMedCentral Yu L, Xu Y, Wang F, Yang C, Liu G, Song X. Functional roles of pattern recognition receptors that recognize virus nucleic acids in human adipose-derived mesenchymal stem cells. Biomed Res Int. 2016;2016:9872138.PubMedPubMedCentral
54.
go back to reference Nagai K, Horita N, Yamamoto M, Tsukahara T, Nagakura H, Tashiro K, Shibata Y, Watanabe H, Nakashima K, Ushio R, et al. Diagnostic test accuracy of loop-mediated isothermal amplification assay for mycobacterium tuberculosis: systematic review and meta-analysis. Sci Rep. 2016;6:39090.PubMedPubMedCentralCrossRef Nagai K, Horita N, Yamamoto M, Tsukahara T, Nagakura H, Tashiro K, Shibata Y, Watanabe H, Nakashima K, Ushio R, et al. Diagnostic test accuracy of loop-mediated isothermal amplification assay for mycobacterium tuberculosis: systematic review and meta-analysis. Sci Rep. 2016;6:39090.PubMedPubMedCentralCrossRef
Metadata
Title
Diagnostic accuracy of in-house real-time PCR assay for Mycobacterium tuberculosis: a systematic review and meta-analysis
Authors
Zhenhong Wei
Xiaoping Zhang
Chaojun Wei
Liang Yao
Yonghong Li
Xiaojing Zhang
Hui Xu
Yanjuan Jia
Rui Guo
Yu Wu
Kehu Yang
Xiaoling Gao
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2019
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-019-4273-z

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