Sensitivity and specificity of tuberculosis screening tools in people with diabetes
Janrode, N.; HAMADA, Y.; Taliep, A.; Barron, L.; Chabaya, W.; Goliath, R. T.; Duong, T.; Jackson, A.; Galant, S.; Omar-Davies, N.; Sai, L. L.; Twentiey, L.; Wilkinson, R. J.; Rangaka, M. X.
Show abstract
BackgroundSystematic screening for tuberculosis (TB) is recommended in people with diabetes; however, data on the accuracy of screening tools in this population are lacking. We assessed the accuracy of symptom and chest X-ray screening among people with diabetes. MethodsWe consecutively enrolled adults with diabetes attending routine care in South Africa. All participants underwent symptom screening and chest X-ray. A single sputum specimen was collected from all participants and tested by Xpert Ultra. A positive Xpert Ultra result was used as the reference standard. ResultsWe enrolled 673 participants. The median age was 54 years (interquartile range 47-60 years), and 63.8% were female. HIV prevalence was 17.2%. Prevalent TB was diagnosed in nine participants (1.33%). Any cough had a sensitivity of 22.2% (95% confidence interval [CI] 2.1-60.0%) and a specificity of 97.5% (95%CI 96.0-98.6%). Expanding the symptom definition to include any of cough, fever, weight loss, or night sweats did not improve sensitivity (22.2 %, 95 % CI 2.1-60.0) and slightly reduced specificity to 96.0 % (95 % CI 94.2-97.0). Chest X-ray abnormalities suggestive of TB demonstrated a sensitivity of 55.6% (95%CI 21.2-86.3%) and a specificity of 95.4% (95%CI 93.4-97.0%). The specificity of chest X-ray was significantly lower in participants with prior TB (87.6%, 95% CI: 79.8-90.6%), compared to 97.2% (95% CI: 95.2-98.5%) in those without (p < 0.01). ConclusionSymptom-based TB screening has poor sensitivity in people with diabetes. Although chest X-ray improved the sensitivity, it remained suboptimal, with a reduced specificity in people with previous TB.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Accuracy of digital chest x-ray analysis with artificial intelligence software as a triage and screening tool in hospitalized patients being evaluated for tuberculosis in Lima, Peru 95%
- Diagnostic accuracy study of the multiplex Truenat MTB Ultima/COVID-19 assay for simultaneous detection of Tuberculosis and SARS-CoV2 (COVID-19) 94%
- Evaluating the health impact, health-system costs and cost-effectiveness of using TrueNat on stool samples compared to usual care for the diagnosis of paediatric tuberculosis in primary care settings: a modelling analysis 94%
Similar papers in this journal
- Potential Utility of C-reactive Protein for Tuberculosis Risk Stratification among Patients with Non-Meningitic Symptoms at HIV Diagnosis in Low- and Middle-Income Countries 96%
- C-reactive protein for pulmonary tuberculosis screening and treatment response monitoring in children 95%
- Programmatic diagnostic accuracy and clinical utility of Xpert MTB/XDR in patients with rifampicin-resistant tuberculosis in Georgia 93%
Similar papers in this journal
- The monocyte-to-lymphocyte ratio: defining a normal range, sex-specific differences in the tuberculosis disease spectrum and diagnostic indices 95%
- Comparison of tests done, and Tuberculosis cases detected by Xpert® MTB/RIF and Xpert® MTB/RIF-Ultra in Uganda 94%
- Dysglycemia is associated with Mycobacterium tuberculosis lineages in tuberculosis patients of North Lima - Peru. 93%
Similar papers in this journal
- Frequency of HIV serodifferent couples within TB-affected households in a setting with a high burden of HIV-associated TB 93%
- Tuberculosis diagnosis cascade in Blantyre, Malawi: a prospective cohort study 93%
- Severe Acute Respiratory Syndrome Coronavirus-2 seropositivity in South-Central Uganda, during 2019 - 2021 92%
Similar papers in this journal
- Stool processing methods for Xpert Ultra testing in childhood tuberculosis: A prospective, multi-country accuracy study 94%
- Sex differences in TB treatment outcomes: Retrospective cohort study and meta-analysis 93%
- Sputum and tongue swab molecular testing for the in-home diagnosis of tuberculosis in unselected household contacts: a cost and cost-effectiveness analysis 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.