BackgroundThe World Health Organization recommends universal drug susceptibility
testing for Mycobacterium tuberculosis complex to guide
treatment decisions and improve outcomes. We assessed whether DNA sequencing
can accurately predict antibiotic susceptibility profiles for first-line
anti-tuberculosis drugs. MethodsWhole-genome sequences and associated phenotypes to isoniazid, rifampicin,
ethambutol and pyrazinamide were obtained for isolates from 16 countries
across six continents. For each isolate, mutations associated with
drug-resistance and drug-susceptibility were identified across nine genes,
and individual phenotypes were predicted unless mutations of unknown
association were also present. To identify how whole-genome sequencing might
direct first-line drug therapy, complete susceptibility profiles were
predicted. These were predicted to be pan-susceptible if predicted
susceptible to isoniazid and to other drugs, or contained mutations of
unknown association in genes affecting these other drugs. We simulated how
negative predictive value changed with drug-resistance prevalence.Results10,209 isolates were analysed. The greatest proportion of phenotypes were
predicted for rifampicin (9,660/10,130; (95.4%)) and the lowest for
ethambutol (8,794/9,794; (89.8%)). Isoniazid, rifampicin, ethambutol and
pyrazinamide resistance was correctly predicted with 97.1%, 97.5% 94.6% and
91.3% sensitivity, and susceptibility with 99.0%, 98.8%, 93.6% and 96.8%
specificity, respectively. 5,250 (89.5%) drug profiles were correctly
predicted for 5,865/7,516 (78.0%) isolates with complete phenotypic
profiles. Among these, 3,952/4,037 (97.9%) predictions of pan-susceptibility
were correct. The negative predictive value for 97.5% of simulated drug
profiles exceeded 95% where the prevalence of drug-resistance was below
47.0%. ConclusionsPhenotypic testing for first-line drugs can be phased down in favour of DNA
sequencing to guide anti- tuberculosis drug therapy.
The side effects associated with tuberculosis therapy bring with them the risk of noncompliance and subsequent drug resistance. Increasing the therapeutic index of antituberculosis drugs should thus improve treatment effectiveness. Several antituberculosis compounds require in situ metabolic activation to become inhibitory. Various thiocarbamide-containing drugs, including ethionamide, are activated by the mycobacterial monooxygenase EthA, the production of which is controlled by the transcriptional repressor EthR. Here we identify drug-like inhibitors of EthR that boost the bioactivation of ethionamide. Compounds designed and screened for their capacity to inhibit EthR-DNA interaction were co-crystallized with EthR. We exploited the three-dimensional structures of the complexes for the synthesis of improved analogs that boosted the ethionamide potency in culture more than tenfold. In Mycobacterium tuberculosis-infected mice, one of these analogs, BDM31343, enabled a substantially reduced dose of ethionamide to lessen the mycobacterial load as efficiently as the conventional higher-dose treatment. This provides proof of concept that inhibiting EthR improves the therapeutic index of thiocarbamide derivatives, which should prompt reconsideration of their use as first-line drugs.
Two billion people are infected with , leading to Mycobacterium tuberculosis 10 million new cases of active tuberculosis and 1.5 million deaths annually. Universal access to drug susceptibility testing (DST) has become a World Health Organization priority. We previously developed a software tool, , which provided offline species identification and drug Mykrobe predictor resistance predictions for from whole genome sequencing M. tuberculosis (WGS) data. Performance was insufficient to support the use of WGS as an alternative to conventional phenotype-based DST, due to mutation catalogue limitations.
Antibiotic resistance is one of the biggest threats to human health globally. Alarmingly, multidrug-resistant and extensively drug-resistant have now spread worldwide. Some key antituberculosis antibiotics are prodrugs, for which resistance mechanisms are mainly driven by mutations in the bacterial enzymatic pathway required for their bioactivation. We have developed drug-like molecules that activate a cryptic alternative bioactivation pathway of ethionamide in, circumventing the classic activation pathway in which resistance mutations have now been observed. The first-of-its-kind molecule, named SMARt-420 (Small Molecule Aborting Resistance), not only fully reverses ethionamide-acquired resistance and clears ethionamide-resistant infection in mice, it also increases the basal sensitivity of bacteria to ethionamide.
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