Capturing recent Mycobacterium tuberculosis infection by tuberculin skin test vs. interferon-gamma release assay
Gutierrez, J.; Nsereko, M.; Malone, L. L.; Mayanja-Kizza, H.; Kisingo, H.; Boom, W. H.; Bark, C. M.; Stein, C. M.
Show abstract
Reductions in tuberculosis (TB) incidence and mortality require identification of individuals at high risk of developing active disease, such as those with recent Mycobacterium tuberculosis (Mtb) infection. Current tests used for Mtb infection cannot distinguish recent from remote infection. Using a longitudinal, prospective household contact (HHC) study in Kampala, Uganda, we diagnosed new Mtb infection using both the tuberculin skin test (TST) and interferon-gamma release assay (IGRA) to determine if these tests differentiated or added value as measures of recent Mtb infection. We identified 13 HHCs who only converted the IGRA (QFT-only converters), 39 HHCs who only converted the TST (TST-only converters), and 24 HHCs who converted both tests (QFT/TST converters). Univariate analysis revealed that TST-only converters were older than the other groups. This result was confirmed by our logistic regression model where increased odds of TST-only conversion was associated with age (p=0.02), in addition to crowdedness (p=0.025). The odds of QFT conversion increased with a higher epidemiologic risk score (p=0.038), which suggests it is a better measure of Mtb exposure and infection. QFT/TST converters had higher QFT quantitative values at conversion than QFT-only converters and a bigger change in TST quantitative values at conversion than TST-only converters. Collectively, these data indicate that TST conversion alone likely overestimates Mtb infection. Its correlation to older age suggests boosting of BCG responses and/or longer environmental mycobacterial exposure. This result also suggests that QFT/TST conversion may be associated with a more robust immune response, which should be considered when planning vaccine studies.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
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 94%
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 96%
- Immune cells in bronchoalveolar lavage fluid of Ugandan adults who resist versus those who develop latent Mycobacterium tuberculosis infection 96%
- Phylogenetic population structure and drug resistance of Mycobacterium tuberculosis complex in the Volta Region of Ghana 94%
Similar papers in this journal
- Host blood protein biomarkers to screen for Tuberculosis disease: a systematic review and meta-analysis 96%
- Complementary non-sputum diagnostic testing using oral swabs and urine LAM testing for TB in people with HIV 95%
- Diagnostic performance of host protein signatures as a triage test for active pulmonary TB 95%
Similar papers in this journal
- Feasibility and Sensitivity of Saliva GeneXpert MTB/RIF Ultra for Tuberculosis Diagnosis in Adults in Uganda 96%
- Testing tongue swab samples by Cepheid Xpert MTB/RIF Ultra: Comparison of two protocols applied to samples from persons with low-bacillary load TB 95%
- Development of a multiplex real-time PCR assay for BCG and validation in a clinical laboratory 93%
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 97%
- Treatment preferences among people at risk of developing tuberculosis: a discrete choice experiment 94%
- Association of Human Cytomegalovirus exposure with tuberculosis disease in South African adults with presumptive tuberculosis 94%
"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.