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分析与耐多药结核分枝杆菌中 bedaquiline 敏感性降低相关的遗传特征。

Analysis of genetic characteristics associated with reduced bedaquiline susceptibility in multidrug-resistant Mycobacterium tuberculosis.

机构信息

Department of Epidemiology, School of Public Health, Fudan University, Shanghai, 200032, China; Key Laboratory of Public Health Safety (Fudan University), Ministry of Education, China.

Division of TB and HIV/AIDS Prevention, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, 200336, China.

出版信息

Tuberculosis (Edinb). 2024 Dec;149:102572. doi: 10.1016/j.tube.2024.102572. Epub 2024 Oct 23.

Abstract

Bedaquiline (BDQ) has shown efficacy in shortening treatment duration and enhancing treatment success rates for multidrug-resistant tuberculosis (MDR-TB), thereby prompting widespread adoption. However, resistance to BDQ has emerged. This study aimed to identify genetic characteristics associated with decreased susceptibility to BDQ, using a public database to aid in the detection of resistant strains. Seventy-one BDQ-resistant and 929 BDQ-susceptible isolates from the open-source CRyPTIC database were selected for analysis. Variant calling was conducted via the clockwork pipeline. Univariate logistic regression was performed for each gene mutation, followed by LASSO regression for further variant selection. Ultimately, a multiple linear regression model was developed using log-transformed Minimum Inhibitory Concentration values as the dependent variable, with variant selection refined through stepwise regression based on the Akaike Information Criterion. Ten gene mutations were significantly associated with reduced BDQ susceptibility, including two key gene mutations: Rv0678_141_ins_1 and Rv1979c_D249E, with effect estimates of 1.76 (95 % CI: 0.67-2.84) and 1.69 (95 % CI: 0.22-3.17), respectively. Other implicated genes included Rv2699c_-84_del_1, hsaB_I179T, mmpL9_T241A, pncA_C14R, Rv0373c_G621S, Rv0893c_L27F, Rv1770_A4D, and Rv3428c_S327C. This study identified ten gene mutations linked to decreased susceptibility to BDQ, providing a reference for developing a comprehensive catalog of BDQ-resistant genes.

摘要

贝达喹啉(BDQ)已被证明可缩短耐多药结核病(MDR-TB)的治疗时间并提高治疗成功率,从而促使其广泛应用。然而,BDQ 的耐药性已经出现。本研究旨在通过公共数据库识别与 BDQ 敏感性降低相关的遗传特征,以帮助检测耐药株。从开源 CRyPTIC 数据库中选择了 71 株 BDQ 耐药株和 929 株 BDQ 敏感株进行分析。通过 clockwork 管道进行变体调用。对每个基因突变进行单变量逻辑回归,然后进行 LASSO 回归以进一步选择变体。最终,使用对数变换的最小抑菌浓度值作为因变量开发了一个多元线性回归模型,通过基于 Akaike 信息准则的逐步回归对变体选择进行了细化。有 10 个基因突变与 BDQ 敏感性降低显著相关,包括两个关键基因突变:Rv0678_141_ins_1 和 Rv1979c_D249E,其效应估计值分别为 1.76(95%CI:0.67-2.84)和 1.69(95%CI:0.22-3.17)。其他涉及的基因包括 Rv2699c_-84_del_1、hsaB_I179T、mmpL9_T241A、pncA_C14R、Rv0373c_G621S、Rv0893c_L27F、Rv1770_A4D 和 Rv3428c_S327C。本研究确定了 10 个与 BDQ 敏感性降低相关的基因突变,为开发全面的 BDQ 耐药基因目录提供了参考。

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