Cited by 527Tuberculosis Research and EpidemiologyInfectious Diseases and TuberculosisDiagnosis and treatment of tuberculosis

Xpert MTB/RIF assay for the diagnosis of extrapulmonary tuberculosis: a systematic review and meta-analysis

Open access
Denkinger, Claudia M., Schumacher, Samuel G., Boehme, Catharina C., Dendukuri, Nandini, Pai, Madhukar, Steingart, Karen R.·2014·European Respiratory Journal

Abstract

Xpert MTB/RIF (Cepheid, Sunnyvale, CA, USA) is endorsed for the detection of pulmonary tuberculosis (TB). We performed a systematic review and meta-analysis to assess the accuracy of Xpert for the detection of extrapulmonary TB. We searched multiple databases to October 15, 2013. We determined the accuracy of Xpert compared with culture and a composite reference standard (CRS). We grouped data by sample type and performed meta-analyses using a bivariate random-effects model. We assessed sources of heterogeneity using meta-regression for predefined covariates. We identified 18 studies involving 4461 samples. Sample processing varied greatly among the studies. Xpert sensitivity differed substantially between sample types. In lymph node tissues or aspirates, Xpert pooled sensitivity was 83.1% (95% CI 71.4-90.7%) versus culture and 81.2% (95% CI 72.4-87.7%) versus CRS. In cerebrospinal fluid, Xpert pooled sensitivity was 80.5% (95% CI 59.0-92.2%) against culture and 62.8% (95% CI 47.7-75.8%) against CRS. In pleural fluid, pooled sensitivity was 46.4% (95% CI 26.3-67.8%) against culture and 21.4% (95% CI 8.8-33.9%) against CRS. Xpert pooled specificity was consistently >98.7% against CRS across different sample types. Based on this systematic review, the World Health Organization now recommends Xpert over conventional tests for diagnosis of TB in lymph nodes and other tissues, and as the preferred initial test for diagnosis of TB meningitis.

Integrity signals

Registry

Crossref · 10.1183/09031936.00007814

Cites

46 of 46 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

17 of 40 cited sources checked · 7 supported · 3 flagged · accuracy not yet measured

  • Premisecitation

    In diagnostic accuracy studies, an imperfect reference standard may lead to misclassification of samples.

    “In diagnostic accuracy studies, an imperfect reference standard may lead to a misclassification of samples [33,34].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [33] Valenstein, 1990, Evaluating diagnostic tests with imperfect standards, Am J Clin Pathol source
    • cites [34] source
  • Premisecitation

    For lymph node TB, culture of an aspirate has a sensitivity of 60-70%.

    “For lymph node TB, culture of an aspirate has a sensitivity of 60-70% [4].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [4] source

      The Background (p. 2) reports acid-fast bacilli detection from fine-needle aspirates of up to 60% and positive culture rates of 77–90% for biopsy samples. Neither is a sensitivity estimate for culture of a lymph-node aspirate. Searches for aspirate-culture sensitivity and 60–70% found no passage establishing the claimed figure; our copy is truncated. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Premisecitation

    A composite reference standard itself may have reduced specificity that could result in apparent false-negative Xpert results, leading to an underestimation of Xpert's true sensitivity.

    “However, a CRS itself may have reduced specificity that could result in apparent false-negative Xpert results, leading to an underestimation of Xpert's true sensitivity [35,36].”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [35] source

      The indexed text appears to be a different paper: its references (p. 4) list Reitsma et al. (2009) rather than presenting that paper’s text. Although its CRS section (p. 3) discusses diagnostic-test sensitivity, this copy cannot establish whether the cited Reitsma review supports the claimed chain from reduced CRS specificity to underestimated Xpert sensitivity. Searches for CRS specificity and false-negative results did not resolve the mismatch. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [36] source

      The Introduction (page unavailable) says that treating an imperfect reference test as perfect can underestimate an index test’s sensitivity under conditional independence. Section 5 (page unavailable) allows specificity below 100% for reference standards that include culture combined with clinical data or biopsy. The paper studies in-house NAATs, not Xpert, and does not specifically describe apparent false-negative Xpert results. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Interpretationcitation

    The results for Xpert confirm prior findings that NAATs have a potential role in the diagnosis of TB from CSF and lymph node samples.

    “Prior data have suggested a potential role for NAATs in the diagnosis of TB from CSF and lymph node samples, and the results for Xpert here confirm these findings [4,6].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [4] source

      The Results on tuberculous meningitis (p. 86) say NAATs can reliably rule in TB in CSF specimens, supporting a potential diagnostic role there. Our available passages identify a section on NAATs for lymphatic TB (p. 95), but do not provide its findings, so they do not establish the claimed role for lymph node samples. The Xpert results are the citing authors’ own findings, not a finding attributed to this 2007 review. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [6] source
  • Findingown data

    Sample processing varied greatly among the studies.

    “Sample processing varied greatly among the studies.”
    Quote in the paperNot a substantial claim
  • May combine two claims. 35
  • Classified as probably not a substantial claim. 35
  • The quote only partly states this claim. 4
  • May combine two claims.

    Findingcitation

    13 studies (839 samples; 10 with >10 samples, 159 culture positive) evaluated Xpert in CSF against culture.

    “13 studies (839 samples; 10 with .10samples, 159 culture positive) evaluated Xpert in CSF against culture [14-16, 19, 20, 22-25, 27-29, 31].”
    Quote in the paperSubstantial claim5 of 10 sources checked
    • cites [14] Al-Ateah, 2012, Evaluation of direct detection of Mycobacterium tuberculosis complex in respiratory and non-respiratory clinical specimens using the Cepheid Gene Xpert® system, Saudi Med J source
    • cites [15] source

      The Materials and Methods (Specimen processing; page unavailable) lists all specimen types studied, including 37 nonrespiratory specimens, but no CSF. This paper evaluated Xpert against culture in other specimen types, so it does not belong among the cited studies evaluating Xpert in CSF. The aggregate counts for the 13 studies cannot be assessed from this paper alone. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
    • cites [16] source
    • cites [19] source
    • cites [20] source
    • cites [22] source
    • cites [23] source
    • cites [24] source
    • cites [25] source
    • cites [27] Safianowska, 2012, Zastosowanie wybranych komercyjnych testow molekularnych w mikrobiologicznej diagnostyce gruzlicy [Two selected commercially based nucleic acid amplification tests for the diagnosis of tuberculosis], Pneumonol Alergol Pol
  • May combine two claims.

    Findingown data

    The study by Vadwai et al. [29] had zero sensitivity (none out of 196 samples, three false negatives) and was considered an outlier.

    “with the study by VADWAI et al. [29] (sensitivity none out of 196 samples, three false negatives) considered an outlier (fig.5a).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [29] source

      The Results report Xpert sensitivity of 81% (228/283) against the composite reference standard and 83% (125/150) against culture, contrary to the attributed zero sensitivity. The paper does not report the claimed 196-sample figure. Calling the study an outlier appears to be the citing authors’ assessment, not a finding attributed to Vadwai et al. (LLM, conf=0.88)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Noninterpretable results for Xpert were reported in three studies, with only one study [28] having >2% (3.6%).

    “Noninterpretable results for Xpert were reported in three studies, with only one study [28] having .2%(i.e.3.6%).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [28] source

      The Results section reports 17 indeterminate Xpert results, or 1.1% of samples—not the attributed 3.6% or a rate above 2%. This paper cannot establish how many other studies reported noninterpretable results. (LLM, conf=0.90)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    Existing tests for the diagnosis of extrapulmonary tuberculosis are limited in accuracy and time to diagnosis, and often require invasive procedures and special expertise.

    “Existing tests for the diagnosis of EPTB are limited in accuracy and time to diagnosis, and often require invasive procedures and special expertise.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [4] source

      The Background (pp. 2–3, 5) describes limited accuracy in extrapulmonary TB diagnosis, cultures that can take weeks, and diagnostic sampling by aspiration or biopsy. It does not establish that these tests often require special expertise, so that part of the claim is unsupported. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [5] source
    • cites [6] source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Xpert MTB/RIF is a rapid, automated molecular test with high accuracy for pulmonary TB detection (sensitivity 89%, specificity 99%).

    “The Xpert MTB/RIF assay (hereafter referred to as Xpert; Cepheid, Sunnyvale, CA, USA) is a rapid, automated molecular test with high accuracy for pulmonary TB detection (sensitivity 89%, specificity 99%) [7].”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [7] source

      The Background > Index test(s) describes Xpert as a rapid, automated molecular test, and Results > Findings characterizes its accuracy for TB detection as high. But the pooled estimates for TB detection were 88% sensitivity and 98% specificity, not the cited 89% and 99%; the 89% sensitivity reported in Abstract > Main results applies specifically to people without HIV infection. (LLM, conf=0.91)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    A protocol was developed before commencing the review, following standard guidelines.

    “We developed a protocol before commencing the review, following standard guidelines [12,13].”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [12] source

      The Introduction describes this paper as methodological guidance for diagnostic test accuracy reviews, drawing on the Cochrane Handbook and updating earlier guidelines. It does not say that reviewers should develop a protocol before starting, and it cannot verify the citing authors’ statement that they did so. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [13] Macaskill P Gatsonis C Deeks JJ . Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy Version. London, The Cochrane Collaboration, 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The reference standard could introduce bias due to misclassification of participants.

    “We also considered the possibility that the reference standard could introduce bias due to misclassification of participants (fig.2) [34,35].”
    Quote in the paperNot a substantial claim2 of 2 sources checked
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The majority of studies collected data prospectively (n=14; 78%) and only three studies used a case-control design.

    “The majority of studies collected data prospectively (n514; 78%) (table 1) and only three studies used a case-control design [15,23,26].”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The percentages of HIV-positive patients included in remaining studies ranged from 1% to 87% of the study population.

    “The percentages of HIV-positive patients included in remaining studies ranged from 1% to 87% of the study population (table 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The review identified 18 studies involving 4461 samples.

    “We identified 18 studies (fig. 1) [14][15][16][17][18][19][20][21][22][23][24][25][26][27][28][29][30][31] that included 4461 samples.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    One study only included HIV-positive patients.

    “One study only included HIV-positive patients [30].”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Data were too limited to estimate specificity for smear-positive samples.

    “Data were too limited to estimate specificity.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    11 (55%) studies reported a concentration step.

    “11 (55%) studies reported a concentration step (table 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation

    Six studies did not include any HIV-positive patients and for two studies HIV status was unknown.

    “Six studies did not include any HIV-positive patients and for two studies, HIV status was unknown [20,32].”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    One study reported noninterpretable Xpert results in pleural fluid: 5.4% (six out of 111).

    “One study reported noninterpretable results for Xpert: 5.4% (six out of 111) [20].”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Xpert pooled specificity was consistently >98.7% against composite reference standard across different sample types.

    “Xpert pooled specificity was consistently .98.7% against CRS across different sample types.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Eight (44%) studies were conducted in low/middle-income countries.

    “Eight (44%) studies were conducted in low/ middle-income countries (table 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Data for smear status of samples were not available for individual sample types, so samples included in the subgroups may be smear-positive, negative or unknown.

    “Data for smear status of samples were not available for the individual sample types.Therefore, samples included in the subgroups may be smearpositive, negative or unknown.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Studies using fresh samples showed higher sensitivity (86.4%, 95% CI 75.7-97.1%) than those using frozen samples (74.0%, 95% CI 56.5-91.5%) for lymph node TB, but precision was low.

    “Studies that used fresh samples showed a higher sensitivity (86.4%, 95% CI 75.7-97.1%)than those that used frozen samples (74.0%, 95% CI 56.5-91.5%);however, the precision of these estimates was low as data were limited.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Most studies that included a mechanical homogenisation step (40%) also performed decontamination with N-acetyl-L-cysteine and sodium hydroxide solution.

    “Most of the studies that included a mechanical homogenisation step (40%) also performed a decontamination procedure with N-acetyl-L-cysteine and sodium hydroxide solution.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Six studies used archived frozen samples, 11 used fresh samples, and one used both fresh and frozen samples.

    “Six studies used archived frozen samples, 11 used fresh samples, and one used both fresh and frozen samples (table 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Five (25%) studies used a sample reagent/sample volume ratio of 3/1, while the remainder used 2/1.

    “Five (25%) studies used a ratio of 3/1, while the remainder of studies used 2/1.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    A univariate analysis for specificity in pleural fluid achieved a similar estimate (98.9%) with a slightly narrower confidence interval (97.9-99.8%) compared with the bivariate analysis.

    “In comparison with the bivariate analysis, a univariate analysis for specificity achieved a similar estimate (98.9%) with a slightly narrower confidence interval (97.9-99.8%).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The median number of samples per study was 137 (interquartile range 67-342).

    “The median number of samples per study was 137 (interquartile range 67-342).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    In lymph node samples versus composite reference standard, Xpert pooled specificity was 99.1% (95% CI 94.5-99.9%), improved compared with the culture reference standard.

    “As expected, the specificity was improved, at 99.1% (95% CI 94.5-99.9%), in comparison to the culture reference standard.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    10 studies included children, with percentages ranging from 2% to 34%.

    “10 studies included children, with percentages ranging from 2% to 34%.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). The quote only partly states this claim.

    Findingnone given

    In lymph node samples versus culture, Xpert pooled specificity was 93.6% (95% CI 87.9-96.8%).

    “pooled specificity was 93.6% (95% CI 87.9-96.8%).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    All studies were performed either in tertiary care centres or reference laboratories.

    “All studies were performed either in tertiary care centres or reference laboratories.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Findingcitation

    Only two studies reported noninterpretable Xpert results in lymph node samples: 1.4% and 10%.

    “Only two studies reported any noninterpretable results for Xpert: 1.4% (five out of 353) and 10% (two out of 20) [15,30].”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Seven studies included only one sample type.

    “Seven studies included only one sample type (e.g.pleural fluid only) [17,18,21,25,26,30,39] (table 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Five studies (711 samples) assessed Xpert in CSF samples versus a composite reference standard (CRS) and found variable sensitivity (20-86%).

    “Five studies (711 samples) that assessed Xpert in CSF samples versus a CRS found variable sensitivity (20-86%) (fig.5b) [24,25,[28][29]31].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [24,25,[28][29]31]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data

    Prevalence of HIV and the condition of the specimen did not affect Xpert sensitivity or specificity in CSF.

    “Prevalence of HIV and the condition of the specimen did not have an effect on Xpert sensitivity and specificity in CSF.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    Study quality was assessed separately for culture and composite reference standard groups using QUADAS-2, a validated tool.

    “We grouped studies according to the type of reference standard (culture versus CRS) and assessed study quality separately for the two groups using QUADAS-2, a validated tool for diagnostic studies [32].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [32] source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Xpert has been approved for TB detection in sputum by regulatory agencies, while Xpert for TB detection in nonrespiratory specimens is considered off-label use.

    “While Xpert has been approved for TB detection in sputum by regulatory agencies, Xpert for TB detection in nonrespiratory specimens is considered ''off-label'' use [8][9][10].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [8][9][10]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation

    Repeat examination of the cerebrospinal fluid or the use of NAATs may increase sensitivity for TB meningitis and is associated with high specificity (>98%).

    “although repeat examination of the cerebrospinal fluid (CSF) or the use of NAATs may increase sensitivity and is associated with high specificity (.98%) [5,6].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [5] source
    • cites [6] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    Differences in study selection and data extraction between the two review authors were resolved by discussion with a third review author.

    “Any differences in the study selection and data extraction process between the two review authors were resolved by discussion with a third review author (K.R. Steingart).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Two review authors independently assessed all articles for inclusion and extracted data using a standardised extraction form.

    “Two review authors (C.M. Denkinger and S.G.Schumacher) independently assessed all articles for inclusion in the systematic review, and extracted data on study methodology, characteristics and test accuracy using a standardised extraction form (tables 1 and 2; extraction form available in the online supplementary material).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given

    The sponsors of the study had no role in study design, data collection, data analysis, data interpretation or writing of the report.

    “The sponsors of the study had no role in study design, data collection, data analysis, data interpretation or writing of the report.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Two sensitivity analyses were performed by limiting inclusion to studies with consecutive patient selection or studies that did not use a case-control design.

    “In addition, we performed two sensitivity analyses by limiting inclusion in the meta-analysis to: 1) studies in which patients were selected consecutively; or 2) studies that did not use a case-control design.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Differences in sample processing might affect estimates of the diagnostic accuracy of Xpert to varying degrees.

    “We considered that differences in sample processing might affect estimates of the diagnostic accuracy of Xpert to varying degrees (table 2).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductcitation

    Formal assessment of publication bias using funnel plots or regression tests was not carried out because such techniques are not considered valid for diagnostic accuracy reviews.

    “We chose not to carry out formal assessment of publication bias using methods such as funnel plots or regression tests because such techniques are not considered to be valid for diagnostic accuracy reviews [13].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [13] Macaskill P Gatsonis C Deeks JJ . Cochrane Handbook for Systematic Reviews of Diagnostic Test Accuracy Version. London, The Cochrane Collaboration, 2010

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    Subgroups by sample type were pre-specified: pleural fluid, lymph node samples, and cerebrospinal fluid.

    “We expected heterogeneity in terms of the sample types.Therefore, we pre-specified subgroups by sample type: pleural fluid, lymph node samples (tissue and aspirate combined; reporting in studies did not allow separating tissue samples from aspirates) and CSF.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    The mechanical homogenisation step could be a source of variation in test accuracy because procedural differences might affect the quantity of sample particles and particles could clog cartridge valves leading to noninterpretable results.

    “In particular, we were concerned that the mechanical homogenisation step could be a source of variation in test accuracy (n58, 40%) for two reasons: procedural differences might affect the quantity of sample particles in the sample volume and the particles could clog the cartridge valves leading to noninterpretable results.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationown data

    Based on this systematic review, the World Health Organization now recommends Xpert over conventional tests for diagnosis of TB in lymph nodes and other tissues, and as the preferred initial test for diagnosis of TB meningitis.

    “Based on this systematic review, the World Health Organization now recommends Xpert over conventional tests for diagnosis of TB in lymph nodes and other tissues, and as the preferred initial test for diagnosis of TB meningitis.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Noninterpretable test results were excluded from the analyses for determination of sensitivity and specificity.

    “We excluded noninterpretable test results (i.e.invalid or erroneous results) from the analyses for determination of sensitivity and specificity [37].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [37] Cepheid. Xpert MTB/RIF. http://tbevidence.org/documents/rescentre/sop/XpertMTB_Broch_R9_EU.pdf .

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationown data

    Xpert MTB/RIF can improve the diagnosis of lymph node TB and TB meningitis.

    “@ERSpublicationsXpert MTB/RIF can improve the diagnosis of lymph node TB and TB meningitis”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The data set involved comprehensive searching to identify studies and repeated correspondence with study authors to obtain additional data.

    “This data set involved comprehensive searching to identify studies as well as repeated correspondence with study authors to obtain additional data on the studies.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Xpert on pleural fluid has higher sensitivity than smear and provides a more rapid diagnosis than culture and histology.

    “Where resources are available, Xpert on pleural fluid could still be considered in the work-up of pleural TB as it has higher sensitivity than smear and provides a more rapid diagnosis than culture and histology.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    The review used a standard protocol, strict inclusion criteria, standardised data extraction, independent reviewers, a bivariate random-effects model for meta-analysis, and pre-specified subgroups to account for heterogeneity.

    “Strengths of our review include the use of a standard protocol, strict inclusion criteria, standardised data extraction, independent reviewers, a bivariate random-effects model for meta-analysis and pre-specified subgroups to account for heterogeneity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    Sample processing was highly variable across and within studies, as there was no recommendation available on how to process nonrespiratory samples from the manufacturer or the WHO.

    “Furthermore, sample processing was highly variable across and within studies, as there was no recommendation available on how to process nonrespiratory samples from the manufacturer or the WHO.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    WHO recommends Xpert over conventional tests for the diagnosis of TB in lymph nodes and other tissues, and as the preferred initial test for the diagnosis of TB meningitis.

    “WHO now recommends Xpert over conventional tests for the diagnosis of TB in lymph nodes and other tissues, and as the preferred initial test for the diagnosis of TB meningitis.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [11] World Health Organization. Automated real-time nucleic acid amplification technology for rapid and simultaneous detection of tuberculosis and rifampicin resistance: Xpert MTB/RIF system for the diagnosis of pulmonary and extrapulmonary TB in adults and children. Geneva, WHO, 2013.

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning

    A concentration step for CSF increases Xpert sensitivity with unchanged specificity, probably by increasing the bacillary load in the cartridge input volume.

    “Interestingly, we observed that a concentration step for CSF increases Xpert sensitivity with unchanged specificity, probably by increasing the bacillary load in the cartridge input volume.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Patients in low-prevalence settings likely present earlier with more paucibacillary disease, which might result in decreased sensitivity of Xpert.

    “It is likely that patients in these settings present earlier with more paucibacillary disease, which might result in a decreased sensitivity of Xpert [45].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [45] source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The review may have missed some studies despite the comprehensive search.

    “We acknowledge that we may have missed some studies despite the comprehensive search.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    A detailed investigation of the best sample processing was not possible in this review due to limited data for the sample types and large variation in sample processing.

    “Given the limited data for the sample types and the large variation in sample processing, a detailed investigation of the best sample processing was not possible in this review.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    The high sensitivity of Xpert in smear-positive samples (97.4%) and the low proportion of noninterpretable results (1.2%) support the use of Xpert in nonrespiratory samples in principle.

    “The high sensitivity (97.4%, 95% CI 95.5-99.3%) of Xpert in smear-positive samples across sample types and the low proportion of noninterpretable results (1.2%) support the use of the test in nonrespiratory samples in principle.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    The poor sensitivity of Xpert in pleural fluid is probably due to the paucibacillary nature of the disease and the fact that pleural biopsy, not pleural fluid, is the sample of choice for the diagnosis of pleural TB.

    “The poor sensitivity of Xpert in pleural fluid is probably due to the paucibacillary nature of the disease and the fact that not pleural fluid but rather pleural biopsy is the sample of choice for the diagnosis of pleural TB (as has been described for culture) [41].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [41] source
57 of 57
  • The authors state this as an assumption.

    Xpert correctly identifies TB in a sample with a negative culture.

    “Assuming that Xpert correctly identifies TB in a sample with a negative culture, the result would appear to be a false positive, leading to an underestimation of Xpert's true specificity.”
  • The authors state this as an assumption.

    The pooled sensitivity and specificity were different in each subgroup, but not the between-study variance-covariance matrix.

    “under the assumption that the pooled sensitivity and specificity were different in each subgroup, but not the between-study variance-covariance matrix.”
  • The authors state this as an assumption.

    The effect of the covariate would not differ between the different reference standards.

    “We also presumed that the effect of the covariate would not differ between the different reference standards.”
  • The paper relies on this without support.

    For pleural TB, culture of pleural fluid has low sensitivity (on average, 30-50%).

    “For pleural TB, culture of pleural fluid has low sensitivity (on average, 30-50%).”
  • The paper relies on this without support.

    Culture specificity is 100% if the presence of Mycobacterium tuberculosis complex is confirmed with antigen tests or nucleic acid amplification tests.

    “Culture specificity is 100% if the presence of Mycobacterium tuberculosis complex is confirmed with antigen tests or nucleic acid amplification tests (NAATs).”
  • The paper relies on this without support.

    Often, biopsy with culture and histopathological examination is necessary to achieve a diagnosis.

    “Often, biopsy with culture and histopathological examination is necessary to achieve a diagnosis.”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • A positive acid-fast bacilli (AFB) stain may indicate mycobacterial disease, although sensitivity is lower than culture, ranging from 5% to 38% depending on the studies.

    “A positive acid-fast bacilli (AFB) stain may indicate mycobacterial disease, although sensitivity is lower than culture, ranging from 5% to 38% depending on the studies.3,5”

    From Epidemiology and Diagnosis of Tuberculous Lymphadenitis in a Tuberculosis Low-Burden Country (2015) · cites this paper as [5]

    The Discussion (page unavailable) says Xpert has higher sensitivity than smear testing for pleural TB, supporting the general point that smear testing can miss disease. It does not compare AFB-stain sensitivity directly with culture or report the claimed 5%–38% range; the Introduction’s sensitivity figures refer to culture, not staining. (LLM, conf=0.75)

    Experimental — accuracy not yet measured
  • The specificity of Xpert in the current study (91%) is consistent with previous studies (89-99%).

    “The specificity (91%) of the Xpert in the current study was found to be consistent with previous studies reported by others (specificity, 89–99%) [20,21,22], but higher than the study done by Biadigilegn et al (specificity, 69.2%) [13].”

    From GeneXpert MTB/RIF Assay for the Diagnosis of Tuberculous Lymphadenitis on Concentrated Fine Needle Aspirates in High Tuberculosis Burden Settings (2015) · cites this paper as [20]

    The lymph-node TB section reports pooled Xpert specificity of 93.6% against culture and 99.1% against a composite reference standard; the TB meningitis section reports 97.8% against culture. These findings broadly support a comparison with high specificities in previous studies, but this paper does not report the cited 89–99% range. The 91% figure belongs to the citing authors’ current study, not this source. (LLM, conf=0.78)

    Experimental — accuracy not yet measured
  • A systematic review and meta-analysis by Denkinger et al. showed Xpert sensitivity ranging from 50% to 100% with pooled sensitivity of 83%.

    “A systematic review and meta-analyses conducted by Denkinger et al showed that Xpert test has a sensitivity ranging from 50% to 100% with pooled sensitivity of 83%[20]”

    From GeneXpert MTB/RIF Assay for the Diagnosis of Tuberculous Lymphadenitis on Concentrated Fine Needle Aspirates in High Tuberculosis Burden Settings (2015) · cites this paper as [20]

    The “Detection of lymph node TB” section reports sensitivity ranging from 50% to 100% and pooled sensitivity of 83.1% (rounded to 83%) for lymph node samples compared with culture. The citing sentence omits that restriction; the Abstract reports substantially different pooled sensitivities for cerebrospinal and pleural fluid, so 83% is not a pooled estimate for all extrapulmonary samples. (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • A systematic review and meta-analysis of 13 studies described a pooled sensitivity of 83.1% and specificity of 93.6% for Xpert MTB/RIF with TB culture as the reference standard for the diagnosis of lymph node TB.

    “A systematic review and meta-analysis of 13 studies described a pooled sensitivity and specificity of 83.1 and 93.6 % for the Xpert MTB/RIF assay with TB culture as a reference standard for the diagnosis of lymph node TB [34].”
  • Overall, cytology lacks specificity but has high sensitivity.

    “Overall, cytology lacks specificity but has high sensitivity [31,32].”

    From Diagnostic accuracy of Xpert MTB/RIF assay and non-molecular methods for the diagnosis of tuberculosis lymphadenitis (2019) · cites this paper as [31]

    The Detection of lymph node TB and Detection of pleural TB sections report sensitivity and specificity for the Xpert MTB/RIF assay, not cytology. A search for cytology found no passage in our copy assessing its sensitivity or specificity, so this source does not verify the claim. (LLM, conf=0.72)

    Experimental — accuracy not yet measured

Cites

Flagged first, then by citations

2 of the 48 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Denkinger, C. M., Schumacher, S. G., Boehme, C. C., Dendukuri, N., Pai, M., & Steingart, K. R.
Affiliations
  • Beth Israel Deaconess Medical Center (US)
  • McGill University (CA)
  • FIND (CH)
  • Montreal Chest Institute (CA)
Venue
European Respiratory Journal
Published
2014-04-02
Volume
44
Issue
2
Pages
435-446
ISSN
  • 0903-1936 (ISSN-L)
  • 1399-3003
OpenAlex
W2047801331
Cited by
527
References
48
Citations by year
2026: 33 · 2025: 30 · 2024: 34 · 2023: 29 · 2022: 46 · 2021: 51 · 2020: 51 · 2019: 58 · 2018: 51 · 2017: 58 · 2016: 44 · 2015: 30 · 2014: 12
FWCI
6.68
Type
journal article
Language
en
Open access
Locations
  • European Respiratory Journal (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • United States Agency for International Development
  • American Society of Tropical Medicine and Hygiene
  • McGill University
  • Fonds de Recherche du Québec - Santé
  • European and Developing Countries Clinical Trials Partnership
Topics
  • Health Sciences › Medicine › Infectious Diseases › Tuberculosis Research and Epidemiology
  • Health Sciences › Medicine › Surgery › Infectious Diseases and Tuberculosis
  • Health Sciences › Medicine › Surgery › Diagnosis and treatment of tuberculosis
Keywords
Xpert MTB/RIF, extrapulmonary tuberculosis, tuberculosis diagnosis, diagnostic accuracy, sensitivity and specificity, lymph node tissue, cerebrospinal fluid, pleural fluid, tuberculous meningitis, nucleic acid amplification tests, cultural comparison
MeSH terms
Antibiotics, Antitubercular, Humans, Mycobacterium tuberculosis, Reference Standards, Regression Analysis, Rifampin, Sensitivity and Specificity, Tuberculosis, World Health Organization, Reproducibility of Results, HIV Infections, Prevalence, Databases, Factual, Drug Resistance, Bacterial, Molecular Diagnostic Techniques

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-11.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-11.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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