利用分子传播网络分析云南昆明地区HIV-1 CRF08_BC的流行特征。

IF 1.5 4区 医学 Q4 IMMUNOLOGY AIDS research and human retroviruses Pub Date : 2024-05-01 Epub Date: 2023-10-12 DOI:10.1089/AID.2023.0060
Peng Cheng, Bao-Cui He, Jia-Fa Liu, Jia-Li Wang, Cui-Xian Yang, Sha Ma, Mi Zhang, Xing-Qi Dong, Jian-Jian Li
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引用次数: 0

摘要

HIV-1CRF08_BC是云南昆明市异性恋(HET)和静脉注射吸毒者(IDU)中最常见的流行亚型。利用分子流行病学调查得出的基因序列的pol区域,我们开发了一个分子传播网络,目的是分析其流行病学特征,评估其流行病学趋势,确定其潜在的传播关系,并制定有针对性的干预措施。HyPhy 2.2.4用于计算序列之间的成对遗传距离;GraphPad Prism 8.0用于确定标准遗传距离;并应用细胞镜3.7.2对网络进行可视化。我们使用网络分析工具来研究网络特性,并使用分子复合物检测(MCODE)工具来观察网络的增长。我们使用逻辑回归模型来检验影响聚类的因素,并使用零膨胀泊松模型来研究影响潜在传输链路的因素。在0.008的标准遗传距离阈值下,858名研究参与者中有406人聚集在132个传播网络中,网络链接总数为868,每个序列的链接数量从1到19不等。MCODE分析确定了网络中的三个重要模块集群,网络得分在4.9到7之间。在逻辑回归模型中,HET、中老年人以及昆明北部和东南部的居民更有可能进入传播网络。根据零膨胀泊松模型,年龄、传播类别、采样年份、婚姻状况和CD4+T水平对链路大小有显著影响。昆明分子传递网络中的分子簇具有一定的特异性和聚集性。HIV-1分子网络分析提供了有关本地传播特征的信息,这些发现有助于确定减少传播干预的优先顺序。
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Using the Molecular Transmission Networks to Analyze the Epidemic Characteristics of HIV-1 CRF08_BC in Kunming, Yunnan.

HIV-1CRF08_BC is the most prevalent epidemic subtype among heterosexual (HET) and intravenous drug users (IDUs) in Kunming, Yunnan. Using the pol region of gene sequences derived from molecular epidemiological surveys, we developed a molecular transmission network for the purpose of analyzing its epidemiological characteristics, assessing its epidemiological trends, identifying its potential transmission relationships, and developing targeted interventions. HyPhy 2.2.4 was used to calculate pairwise genetic distances between sequences; GraphPad-Prism 8.0 was employed to determine the standard genetic distance; and Cytoscope 3.7.2 was applied to visualize the network. We used the network analysis tools to investigate network characteristics and the Molecular Complex Detection (MCODE) tool to observe the growth of the network. We utilized a logistic regression model to examine the factors influencing clustering and a zero-inflated Poisson model to investigate the factors influencing potential transmission links. At the standard genetic distance threshold of 0.008, 406 out of 858 study participants were clustered in 132 dissemination networks with a total network linkage of 868, and the number of links per sequence ranged from 1 to 19. The MCODE analysis identified three significant modular clusters in the networks, with network scores ranging from 4.9 to 7. In models of logistic regression, HET, middle-aged and elderly individuals, and residents of northern and southeastern Kunming were more likely to enter the transmission network. According to the zero-inflated Poisson model, age, transmission category, sampling year, marital status, and CD4+ T level had a significant effect on the size of links. The molecular clusters in Kunming's molecular transmission network are specific and aggregate to a certain extent. HIV-1 molecular network analysis provided information on local transmission characteristics, and these findings helped to determine the priority of transmission-reduction interventions.

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来源期刊
CiteScore
3.10
自引率
6.70%
发文量
201
审稿时长
3-6 weeks
期刊介绍: AIDS Research and Human Retroviruses was the very first AIDS publication in the field over 30 years ago, and today it is still the critical resource advancing research in retroviruses, including AIDS. The Journal provides the broadest coverage from molecular biology to clinical studies and outcomes research, focusing on developments in prevention science, novel therapeutics, and immune-restorative approaches. Cutting-edge papers on the latest progress and research advances through clinical trials and examination of targeted antiretroviral agents lead to improvements in translational medicine for optimal treatment outcomes. AIDS Research and Human Retroviruses coverage includes: HIV cure research HIV prevention science - Vaccine research - Systemic and Topical PreP Molecular and cell biology of HIV and SIV Developments in HIV pathogenesis and comorbidities Molecular biology, immunology, and epidemiology of HTLV Pharmacology of HIV therapy Social and behavioral science Rapid publication of emerging sequence information.
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