2022
DOI: 10.3389/fimmu.2022.870768
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Tuberculosis Phenotypic and Genotypic Drug Susceptibility Testing and Immunodiagnostics: A Review

Abstract: Tuberculosis (TB), considered an ancient disease, is still killing one person every 21 seconds. Diagnosis of Mycobacterium tuberculosis (M.tb) still has many challenges, especially in low and middle-income countries with high burden disease rates. Over the last two decades, the amount of drug-resistant (DR)-TB cases has been increasing, from mono-resistant (mainly for isoniazid or rifampicin resistance) to extremely drug resistant TB. DR-TB is problematic to diagnose and treat, and thus, needs more resources t… Show more

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Cited by 23 publications
(16 citation statements)
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“…Although there is no diagnostic gold standard test to detect latent-TB infection in the elderly, IGRA tests have been used for the detection of IFN-γ production (in response to specific peptides from M.tb ) over the tuberculin skin test (TST), due to its increased sensitivity [ 125 ]. Phenotypic and genotypic testing have been implemented for the rapid diagnosis of M.tb infection, especially in low- and middle-income countries with high burden disease rates [ 126 ], as these tests are urgently needed, especially after the emergence of multi-drug resistant (MDR) strains. Due to the challenges of diagnosis and treatment of TB in the elderly we should focus our attention on (1) determining mechanisms to reduce inflammation levels at an appropriate time to avoid TB progression, and (2) determining methods to prevent adverse drug effects to ensure successful TB treatment outcomes in this fragile and compromised population.…”
Section: Discussionmentioning
confidence: 99%
“…Although there is no diagnostic gold standard test to detect latent-TB infection in the elderly, IGRA tests have been used for the detection of IFN-γ production (in response to specific peptides from M.tb ) over the tuberculin skin test (TST), due to its increased sensitivity [ 125 ]. Phenotypic and genotypic testing have been implemented for the rapid diagnosis of M.tb infection, especially in low- and middle-income countries with high burden disease rates [ 126 ], as these tests are urgently needed, especially after the emergence of multi-drug resistant (MDR) strains. Due to the challenges of diagnosis and treatment of TB in the elderly we should focus our attention on (1) determining mechanisms to reduce inflammation levels at an appropriate time to avoid TB progression, and (2) determining methods to prevent adverse drug effects to ensure successful TB treatment outcomes in this fragile and compromised population.…”
Section: Discussionmentioning
confidence: 99%
“…Three feature sets were used for our ML models: (1) all SNPs selected as described above; (2) 30% features with highest PRPS; (3) 30% features chosen randomly from all features. The 30% threshold was chosen, since it consistently delivered best performance for the PRPS-ranked features (data not shown).…”
Section: Methodsmentioning
confidence: 99%
“…Comparison with phenotypic drug susceptibility testing (DST): The gold standard for DST has always been traditional phenotypic DST, which involves cultivating M. tuberculosis and measuring growth when medicines are present. When it comes to identifying rifampicin resistance, Xpert MTB/RIF Ultra exhibits similar sensitivity and specificity to phenotypic DST, with the added advantage of yielding data in a much shorter amount of time [ 11 ].…”
Section: Reviewmentioning
confidence: 99%
“…Advantages over conventional methods: Xpert MTB/RIF Ultra offers several advantages over conventional DST methods, including a reduced turnaround time, lower technical expertise requirements, and the ability to detect resistance directly from clinical specimens. The system's ability to function without the need for bacterial culture is especially valuable in settings with limited laboratory infrastructure [ 11 ].…”
Section: Reviewmentioning
confidence: 99%
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