Data-driven analysis of the effect of screening and treatment on the spread of HIV in developing and developed countries.

IF 3.4 3区 医学 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Frontiers in Public Health Pub Date : 2024-11-14 eCollection Date: 2024-01-01 DOI:10.3389/fpubh.2024.1437678
Wasim Abbas, M A Masud, Sajida Parveen, Hyojung Lee, Sangil Kim
{"title":"Data-driven analysis of the effect of screening and treatment on the spread of HIV in developing and developed countries.","authors":"Wasim Abbas, M A Masud, Sajida Parveen, Hyojung Lee, Sangil Kim","doi":"10.3389/fpubh.2024.1437678","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>In this study, we used a mathematical epidemic model to explore the status of the HIV epidemic in the USA and Pakistan. In addition to studying the dynamics of the model, we fitted the model with recent data to estimate the parameters describing the epidemic in both countries.</p><p><strong>Results: </strong>Our estimation shows that in the USA, the reproduction number is 0.9688 (0.9684, 0.9694); if the reproduction number is maintained at this level, it would take a long time to eradicate HIV entirely. Meanwhile, it is 2.2599 (2.2556, 2.2656) in Pakistan, which is due to a lack of awareness in the confirmed group and a lower rate of maintained treatment. We also estimated the rate of vertical transmission, which plays a significant role in Pakistan but not in the USA.</p><p><strong>Discussion: </strong>We conclude that improving the screening rate and educating people would be effective for controlling HIV in Pakistan, whereas improved screening rate in the USA can eradicate HIV faster.</p>","PeriodicalId":12548,"journal":{"name":"Frontiers in Public Health","volume":"12 ","pages":"1437678"},"PeriodicalIF":3.4000,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11602283/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Public Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3389/fpubh.2024.1437678","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: In this study, we used a mathematical epidemic model to explore the status of the HIV epidemic in the USA and Pakistan. In addition to studying the dynamics of the model, we fitted the model with recent data to estimate the parameters describing the epidemic in both countries.

Results: Our estimation shows that in the USA, the reproduction number is 0.9688 (0.9684, 0.9694); if the reproduction number is maintained at this level, it would take a long time to eradicate HIV entirely. Meanwhile, it is 2.2599 (2.2556, 2.2656) in Pakistan, which is due to a lack of awareness in the confirmed group and a lower rate of maintained treatment. We also estimated the rate of vertical transmission, which plays a significant role in Pakistan but not in the USA.

Discussion: We conclude that improving the screening rate and educating people would be effective for controlling HIV in Pakistan, whereas improved screening rate in the USA can eradicate HIV faster.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
对发展中国家和发达国家艾滋病毒筛查和治疗影响的数据驱动分析。
在本研究中,我们使用数学流行病模型来探讨美国和巴基斯坦的艾滋病流行状况。除了研究模型的动力学外,我们还用最近的数据拟合模型,以估计描述两国流行病的参数。结果:我们的估计表明,在美国,繁殖数为0.9688 (0.9684,0.9694);如果繁殖数量保持在这个水平,完全根除艾滋病毒将需要很长时间。与此同时,巴基斯坦为2.2599(2.2556,2.2656),这是由于确诊组缺乏意识和维持治疗率较低。我们还估计了垂直传播率,这在巴基斯坦起着重要作用,但在美国没有。讨论:我们得出结论,提高筛查率和教育人们将有效地控制巴基斯坦的艾滋病毒,而提高筛查率在美国可以更快地根除艾滋病毒。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Frontiers in Public Health
Frontiers in Public Health Medicine-Public Health, Environmental and Occupational Health
CiteScore
4.80
自引率
7.70%
发文量
4469
审稿时长
14 weeks
期刊介绍: Frontiers in Public Health is a multidisciplinary open-access journal which publishes rigorously peer-reviewed research and is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians, policy makers and the public worldwide. The journal aims at overcoming current fragmentation in research and publication, promoting consistency in pursuing relevant scientific themes, and supporting finding dissemination and translation into practice. Frontiers in Public Health is organized into Specialty Sections that cover different areas of research in the field. Please refer to the author guidelines for details on article types and the submission process.
期刊最新文献
Artificial intelligence driven transformation of pediatric eye health education based on bibliometric analysis and a cross-sectional survey. Prevalence and comorbidities of self-reported physician-diagnosed obesity among adults attending primary healthcare centers in Riyadh, Saudi Arabia: a cross-sectional survey. Association of air pollution and prior COVID-19 with atopic dermatitis risk: an interaction analysis in the UK biobank. Comprehensive geriatric assessment and management in primary care: a systematic literature review with a descriptive mapping of team composition and assessment instruments. Relative contributions of lifestyle factors to stage-specific progression and mortality in cardiovascular-kidney-metabolic syndrome: a prospective cohort study with multi-state models.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1