Quantitative MODS-Wayne Assay for Rapid Detection of Pyrazinamide Resistance in Mycobacterium tuberculosis from Sputum Samples
Toscano-Guerra, E.; Alcantara, R.; Gilman, R.; Grandjean, L.; Zimic, M.; Sheen, P.
Show abstract
BackgroundTuberculosis (TB) remains a significant global health challenge, particularly with the rise of drug-resistant strains, such as Pyrazinamide (PZA)-resistant TB. This resistance hampers treatment effectiveness. Currently, theres a lack of affordable and precise quantitative tests for detecting PZA resistance, highlighting the need for accessible diagnostic tools. Our study introduces a direct, accurate, and accessible susceptibility test for PZA resistance by quantifying pirazinoic acid (POA). MethodsWe analyzed 264 TB-positive samples (MP and TBN) to assess PZA susceptibility by measuring POA production. This was done using the MODS-Wayne qualitative assay and our developed quantitative approach (MODS-WQ). For MODS-WQ, TBN samples were processed in 7H9 media (MODS-WQ 7H9) and MP samples in citrate buffer (MODS-WQ CB). We measured POA levels using spectrophotometry against a calibration curve, with PZA susceptibility determined by a composite standard. We also investigated the correlation between POA levels and pyrazinamidase mutations. Multidrug-resistant samples were assessed using the MODS test, and statistical analyses were conducted. ResultsApproximately 23.48% of the samples showed PZA resistance, which included 62.8% of the multidrug-resistant (MDR) samples. The MODS-Wayne assay demonstrated an 87.8% sensitivity and 95.9% specificity for MP samples, and 62.5% sensitivity with 93.7% specificity for TBN samples. The MODS-WQ identified specific cut-off points--123.25 M for MODS-WQ 7H9 and 664.7 M for MODS-WQ CB--with corresponding sensitivities of 81.25% and 92.31%, and specificities of 77.22% and 95.93%. Significantly lower POA levels were observed in samples with mutations in the metal binding site compared to mutations on the enzymes periphery. ConclusionsThe citrate-buffered MODS-WQ demonstrates high sensitivity and specificity in quantifying POA. It offers a significant improvement over qualitative methods, effectively overcoming their subjectivity limitations in PZA resistance detection.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Direct thin-layer agar for bedaquiline-susceptibility testing of Mycobacterium tuberculosis at BSL2 level yields high accuracy in 15 days from sputum processing. 96%
- A multicenter evaluation of a novel microfluidic rapid AST assay for Gram-negative bloodstream infections 95%
- resaCPE: A Rapid, Low-Cost Colourimetric Assay for the Detection of Carbapenemase-Producing Enterobacterales 95%
Similar papers in this journal
- Direct colorimetry of imipenem decomposition as a novel cost effective method for detecting carabapenamase producing bacteria 95%
- Distribution, Prevalence of Non-Tuberculous Mycobacteria in Hainan Island and Antibiotic Resistance of Mycobacterium abscessus 94%
- Acinetobacter baumannii and cefiderocol between cidality and adaptability 94%
Similar papers in this journal
- Analysis of time-to-positivity data in tuberculosis treatment studies: Identifying a new limit of quantification 93%
- Meta-analysis on Plasmodium falciparum sulfadoxine-pyrimethamine resistance-conferring mutations in India identifies hot spots for genetic surveillance 93%
- Surveillance of colistin-resistance and mcr genes in multi-drug resistant Enterobacteriaceae 92%
Similar papers in this journal
- Antibiotic susceptibility patterns of pathogens isolated from laboratory specimens at Livingstone Central Hospital in Zambia 93%
- Diagnostic accuracy study of the multiplex Truenat MTB Ultima/COVID-19 assay for simultaneous detection of Tuberculosis and SARS-CoV2 (COVID-19) 93%
- 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 91%
Similar papers in this journal
- Optimizing Antimicrobial Susceptibility Testing: Cost and Environmental Benefits of MIC Volume Reduction 95%
- Acetylation of isoniazid - a novel mechanism of isoniazid resistance in Mycobacterium tuberculosis 94%
- In vitro and in vivo activity of Gepotidacin against drug-resistant mycobacterial infections 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.