{'fraction_non_alphanumeric': 0.01947015639961698, 'fraction_numerical': 0.012448132780082987, 'mean_word_length': 5.382892057026477, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Emergence of resistance to bedaquiline

Resistance to first-line anti-tuberculosis (TB) drugs continues to threaten global TB control with over 500 000 cases of rifampicin resistant (RR)-TB being reported in 2018. Treatment of RR-TB requires the use of toxic drugs often leading to adverse events, poor adherence and poor treatment outcomes. In order to address the toxicity of treatment and to improve treatment outcomes the World Health Organization has promoted the use of injection free regimens which include new and repurposed drugs: bedaquiline (BDQ), linezolid (LZD) and clofazimine (CFZ). In 2017, South Africa rolled out the inclusion of BDQ in the treatment of all pre-XDR- and XDR-TB cases as well as patients experiencing adverse events from kanamycin. In late 2018, South Africa included BDQ into three injection free regimens for treating RR-TB. This was done before routine drug susceptibility testing for BDQ could be implemented. Resistance to BDQ occurs primarily through mutations in Rv0678 (mmpR), pepQ and atpE. Understanding which mutations confer resistance and why they arise in a patient will be critical for early diagnosis as well as for preventing the emergence of resistance thereby ensuring successful treatment. Collation of the mutations identified in Rv0678 shows that BDQ resistance is largely driven by small insertions/deletions which disrupt the function of the repressor thereby leading to over expression of the efflux pump mmpL5 responsible for extruding BDQ from the cell. Understanding the association between gene mutation and phenotypic resistance remains critical for the development of new molecular diagnostics to rapidly diagnose resistance thereby affording the clinician the opportunity to adjust the regimen. Analysis of serial isolates collected from patients receiving BDQ (Access program pre-2017) has shown the emergence of mutations in Rv0678, atpE and pepQ during treatment in patients who remain culture positive after three months of treatment. Using targeted deep sequencing it is now possible to track the emergence of resistant sub-populations at the sub-phenotypic level (i.e., micro-heteroresistance) thereby affording the opportunity to study the association of the emergence of resistance with drug regimens, MIC distributions, PK and PD data and treatment outcomes. Our analysis showed that mutations conferring resistance occurred soon after the introduction of BDQ into the regimen and that clones harbouring these mutations were subsequently selected. Most surprising was the observation that different resistant sub-populations emerged during the period after the cessation of BDQ in the regimen. This demonstrates the continuing selective pressure as a result of the long half-life of BDQ. Although the origin of the distinct resistant clones is unknown, we hypothesize that resistance evolved independently in spatially separated lesions subsequently rupturing into the airways. A surprising observation was that concomitant emergence of different variants of the rpoC gene suggesting a compensatory mechanism to overcome the fitness cost of Rv0678 mutations.