The epidemiological fitness cost of drug resistance in Mycobacterium tuberculosis

被引:114
|
作者
Luciani, Fabio [2 ]
Sisson, Scott A. [3 ]
Jiang, Honglin [3 ]
Francis, Andrew R. [4 ,5 ]
Tanaka, Mark M. [1 ]
机构
[1] Univ New S Wales, Evolut & Ecol Res Ctr, Kensington, NSW 2052, Australia
[2] Univ New S Wales, Sch Biotechnol & Biomol Sci, Kensington, NSW 2052, Australia
[3] Univ New S Wales, Sch Math & Stat, Kensington, NSW 2052, Australia
[4] Univ Western Sydney, Sch Comp & Math, Penrith, NSW 1797, Australia
[5] Univ Western Sydney, Nanoscale Org & Dynam Res Grp, Penrith, NSW 1797, Australia
基金
澳大利亚研究理事会;
关键词
antibiotic resistance; approximate Bayesian computation; bacterial evolution; molecular epidemiology; stochastic model; MOLECULAR EPIDEMIOLOGY; ANTIBIOTIC-RESISTANCE; POLYMORPHISM; STRATEGIES; EMERGENCE; DYNAMICS; SPREAD; IS6110;
D O I
10.1073/pnas.0902437106
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The emergence of antibiotic resistance in Mycobacterium tuberculosis has raised the concern that pathogen strains that are virtually untreatable may become widespread. The acquisition of resistance to antibiotics results in a longer duration of infection in a host, but this resistance may come at a cost through a decreased transmission rate. This raises the question of whether the overall fitness of drug-resistant strains is higher than that of sensitive strains-essential information for predicting the spread of the disease. Here, we directly estimate the transmission cost of drug resistance, the rate at which resistance evolves, and the relative fitness of resistant strains. These estimates are made by using explicit models of the transmission and evolution of sensitive and resistant strains of M. tuberculosis, using approximate Bayesian computation, and molecular epidemiology data from Cuba, Estonia, and Venezuela. We find that the transmission cost of drug resistance relative to sensitivity can be as low as 10%, that resistance evolves at rates of approximate to 0.0025-0.02 per case per year, and that the overall fitness of resistant strains is comparable with that of sensitive strains. Furthermore, the contribution of transmission to the spread of drug resistance is very high compared with acquired resistance due to treatment failure (up to 99%). Estimating such parameters directly from in vivo data will be critical to understanding and responding to antibiotic resistance. For instance, projections using our estimates suggest that the prevalence of tuberculosis may decline with successful treatment, but the proportion of cases associated with resistance is likely to increase.
引用
收藏
页码:14711 / 14715
页数:5
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