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系统动力学分析揭示了博茨瓦纳不同谱系的传播动态。

Phylodynamic analysis reveals disparate transmission dynamics of -complex lineages in Botswana.

作者信息

Wang Qiao, Barilar Ivan, Minin Volodymyr M, Modongo Chawangwa, Moonan Patrick K, Finlay Alyssa, Boyd Rosanna, Oeltmann John E, Molefi Tuduetso L, Zetola Nicola M, Brewer Timothy F, Niemann Stefan, Shin Sanghyuk S

机构信息

Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA, USA.

Sue & Bill Gross School of Nursing, University of California Irvine, Irvine, CA, USA.

出版信息

medRxiv. 2024 Nov 2:2024.10.31.24316225. doi: 10.1101/2024.10.31.24316225.

Abstract

Tuberculosis epidemics have traditionally been conceptualized as arising from a single uniform pathogen. However, -complex (Mtbc), the pathogen causing tuberculosis in humans, encompasses multiple lineages exhibiting genetic and phenotypic diversity that may be responsible for heterogeneity in TB transmission. We analysed a population-based dataset of 1,354 Mtbc whole-genome sequences collected over four years in Botswana, a country with high HIV and tuberculosis burden. We identified Lineage 4 (L4) as the most prevalent (87.4%), followed by L1 (6.4%), L2 (5.3%), and L3 (0.9%). Within L4, multiple sublineages were identified, with L4.3.4 being the predominant sublineage. Phylodynamic analysis revealed L4.3.4 expanded steadily from late 1800s to early 2000s. Conversely, L1, L4.4, and L4.3.2 showed population trajectories closely aligned with the HIV epidemic. Meanwhile, L2 saw rapid expansion throughout most of the 20 century but declined sharply in early 1990s. Additionally, pairwise genome comparison of Mtbc highlighted differences in clustering proportions due to recent transmission at the sublineage level. These findings emphasize the diverse transmission dynamics of strains of different Mtbc lineages and highlight the potential for phylodynamic analysis of routine sequences to refine our understanding of lineage-specific behaviors.

摘要

传统上,结核病流行被认为是由单一的统一病原体引起的。然而,导致人类结核病的病原体——结核分枝杆菌复合群(Mtbc)包含多个谱系,这些谱系表现出遗传和表型多样性,可能是结核病传播异质性的原因。我们分析了在博茨瓦纳一个艾滋病毒和结核病负担较高的国家,四年内收集的1354个Mtbc全基因组序列的基于人群的数据集。我们确定谱系4(L4)最为普遍(87.4%),其次是L1(6.4%)、L2(5.3%)和L3(0.9%)。在L4内,鉴定出多个亚谱系,其中L4.3.4是主要亚谱系。系统动力学分析显示,L4.3.4从19世纪末到21世纪初稳步扩张。相反,L1、L4.4和L4.3.2的种群轨迹与艾滋病毒流行密切相关。与此同时,L2在20世纪的大部分时间里迅速扩张,但在20世纪90年代初急剧下降。此外,Mtbc的成对基因组比较突出了由于亚谱系水平上最近传播导致的聚类比例差异。这些发现强调了不同Mtbc谱系菌株的多样传播动态,并突出了对常规序列进行系统动力学分析以完善我们对谱系特异性行为理解的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3705/11703314/f0df3a89de6d/nihpp-2024.10.31.24316225v1-f0001.jpg

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