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Environmental and socioeconomic determinants of dengue fever risk in Lao People's Democratic Republic: A systematic review 老挝人民民主共和国登革热风险的环境和社会经济决定因素:系统综述
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-12-26 DOI: 10.1016/j.jiph.2025.103119
Muhammad Umar , Sobia Asghar , Sumaira Zafar
Dengue fever is endemic in Laos, and changing land use and land cover (LULC), along with climate, are increasing the risk of dengue fever. While climate–dengue associations are well understood, the impacts of LULC remain uncertain and understudied. This review reports that, along with climate, LULCs such as urban/built-up areas, rubber plantations, and wetlands (marsh, swamp, and paddy fields) could increase DF risk by providing suitable habitats for its vector. Agricultural transformation from crops to plantations or forests to plantations is causing an amplified proliferation of Ae. albopictus in rural and peri-urban areas. Socioeconomic determinants, including water availability, sanitation and hygiene, housing materials, and poverty, also significantly impact DF. Knowledge, attitudes, and practices studies indicating awareness of DF and vector control methods among selected population during training programs. Understanding how climate, LULC, and socioeconomic factors interact is essential for designing effective, context-specific strategies to control dengue in Laos.
登革热是老挝的地方病,不断变化的土地利用和土地覆盖(LULC)以及气候正在增加登革热的风险。虽然气候-登革热的关联已被很好地理解,但LULC的影响仍然不确定且研究不足。本综述报告说,除了气候之外,城市/建成区、橡胶种植园和湿地(沼泽、沼泽和水田)等lulc可能为其病媒提供适宜的栖息地,从而增加登革热风险。从作物到人工林或从森林到人工林的农业转型正在导致伊蚊的扩大增殖。农村和城郊地区的白纹伊蚊。社会经济决定因素,包括水供应、环境卫生和个人卫生、住房材料和贫困,也对发展中国家有重大影响。知识、态度和实践研究表明,在培训项目中选定人群对登革热和病媒控制方法的认识。了解气候、LULC和社会经济因素如何相互作用,对于设计有效的、针对老挝具体情况的登革热控制策略至关重要。
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引用次数: 0
Integrated computational analysis for Escherichia coli prevalence, genetic evolution, and antimicrobial resistance evolution: Implications for public health and environmental sustainability in Asia 大肠杆菌流行、遗传进化和抗菌素耐药性进化的综合计算分析:对亚洲公共卫生和环境可持续性的影响。
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-12-30 DOI: 10.1016/j.jiph.2025.103117
Ashwini Mallappa , Kuralayanapalya Puttahonnappa Suresh , Sharanagouda S. Patil , Shivasharanappa Nayakvadi , Baldev Raj Gulati , Raghavendra G. Amachawadi , Sudarshan Peramachanahalli Venkatesh , Yamini Sri Sekar , Archana Veeranagouda Patil

Background

Escherichia coli (E. coli), a common gut commensal, includes pathogenic strains responsible for gastrointestinal infections and hemolytic uremic syndrome (HUS). It spreads mainly through contaminated water and food, as well as direct human contact, with the risk being particularly high in densely populated regions. The growing emergence of antimicrobial-resistant (AMR) strains, particularly in Asia, poses serious public health challenges.

Methods

This study employed a multi-tiered computational framework comprising systematic review, quantitative evidence synthesis (meta-analysis), the Markov cluster algorithm with random walks on pan-genomics, and positive selection through evolutionary analysis, shedding light on the prevalence, geographical distribution, genomic diversity, and evolutionary dynamics of E. coli across Asia.

Results

Quantitative evidence synthesis (meta-analysis) technique included 66 articles (total sample n = 1,20,207) and revealed an E. coli prevalence of 18 % (95 % CI:14 %-21 %, I2=100, τ 2=0.0, P = 0) in Asia. The E. coli incidences identified the Indian strain Ec40 collected in 2013 showed the highest genetic diversity, and the sequences collected between 2012 and 2019 displayed the most variation. The emrY gene, recurrently identified within the E. coli genomes, was subjected to evolutionary analysis. Codon-based selection models indicated adaptive evolution, with five codon sites under pervasive selection and twelve under episode selection (ω > 1), suggesting antimicrobial pressure as the main driver of regional adaptation.

Conclusion

These findings underscore the urgent need for integrated prevention and control strategies, including robust surveillance systems to monitor infection trends, targeted interventions to curb transmission, and strengthened biosecurity measures aimed at reducing environmental contamination. Furthermore, the emergence of AMR variants calls for alternative treatment, e.g., bacteriophage therapy, to reduce the clinical and socioeconomic burden of E. coli infections in humans and animal populations.
背景:大肠杆菌是一种常见的肠道共生菌,包括导致胃肠道感染和溶血性尿毒症综合征(HUS)的致病菌株。它主要通过受污染的水和食物以及人类直接接触传播,在人口稠密地区风险特别高。抗微生物药物耐药性(AMR)菌株的日益出现,特别是在亚洲,构成了严重的公共卫生挑战。方法:本研究采用系统综述、定量证据综合(meta分析)、泛基因组随机行走马尔可夫聚类算法、进化分析正向选择等多层计算框架,揭示了大肠杆菌在亚洲的流行、地理分布、基因组多样性和进化动态。结果:定量证据合成(meta分析)技术纳入66篇文章(总样本n = 1,20,207),显示大肠杆菌在亚洲的患病率为18 %(95 % CI:14 %-21 %,I2=100, τ 2=0.0, P = 0)。2013年收集的印度菌株Ec40的大肠杆菌发病率显示出最高的遗传多样性,2012年至2019年收集的序列显示出最大的变异。emrY基因在大肠杆菌基因组中反复发现,并进行了进化分析。基于密码子的选择模型显示了适应性进化,其中5个密码子位点处于普遍选择状态,12个密码子位点处于插曲选择状态(ω > 1),表明抗微生物压力是区域适应的主要驱动因素。结论:这些发现强调迫切需要采取综合预防和控制战略,包括强有力的监测系统以监测感染趋势,有针对性的干预措施以遏制传播,以及加强旨在减少环境污染的生物安全措施。此外,抗菌素耐药性变体的出现要求采用替代治疗,例如噬菌体治疗,以减轻人类和动物群体中大肠杆菌感染的临床和社会经济负担。
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引用次数: 0
The emergence of JN.1 variant resurgent COVID-19 wave in India and South Asia is a global public health concern 在印度和南亚出现的新型冠状病毒1型变体再次出现是一个全球性的公共卫生问题
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2026-01-13 DOI: 10.1016/j.jiph.2026.103146
Najibah Nasrin , Asfia Hasan Mumu , Abir Hasan Pranto , Md. Rabiul Islam
The emergence of the JN.1 variant of SARS-CoV-2 has heightened global health concerns. Here, we aimed to evaluate viral characteristics, epidemiology, transmissibility, infectivity, immune evasion, effectiveness of current antiviral therapies, immunization options, genomic surveillance and public awareness against the stealthy JN.1. We searched across key databases to identify recent insights regarding JN.1 variant. This review provides a comprehensive overview of the virological characteristics and public health implications. Early genomic analyses reveal notable mutations in the spike protein, which may enhance viral transmissibility and immune escape. The findings indicate JN.1 to exhibit greater infectivity and enhanced ability to circumvent immune defenses attributable to one mutation identified as L455S. Public health agencies worldwide are enhancing monitoring, genomic surveillance, data sharing, revising containment strategies, promoting booster vaccination campaigns Furthermore, it is imperative to promote public adherence and global collaboration in encouraging the practice of preventive strategies to mitigate potential threat posed by JN.1.
SARS-CoV-2的JN.1变种的出现加剧了全球卫生问题。在这里,我们的目的是评估病毒的特征、流行病学、传播性、传染性、免疫逃避、当前抗病毒治疗的有效性、免疫选择、基因组监测和公众对隐形JN.1的认识。我们搜索了关键数据库,以确定关于JN.1变体的最新见解。这篇综述提供了病毒学特征和公共卫生影响的全面概述。早期基因组分析揭示了刺突蛋白的显著突变,这可能增强病毒的传播性和免疫逃逸。研究结果表明,JN.1表现出更强的传染性,并且由于一个被鉴定为L455S的突变而增强了规避免疫防御的能力。世界各地的公共卫生机构正在加强监测、基因组监测、数据共享、修订遏制战略、促进加强疫苗接种运动。此外,必须促进公众遵守和全球合作,鼓励采取预防战略,以减轻新冠病毒1造成的潜在威胁。
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引用次数: 0
Epidemiology of hepatitis C in Alberta, Saskatchewan, and Manitoba compared to Canada, 1980–2023 1980-2023年艾伯塔省、萨斯喀彻温省和马尼托巴省丙型肝炎流行病学与加拿大比较
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2026-01-09 DOI: 10.1016/j.jiph.2026.103148
Zipporah Gitau , Camilo Suarez-Ariza , Maria Arango-Uribe , Mariana Herrera-Diaz , Camila Oda , Angela Copete , Rotem Keynan , Ameeta E. Singh , Stuart Skinner , Cara Spence , Lauren J. MacKenzie , Ken Kasper , Laurie Ireland , Jared Bullard , Lucelly Lopez , Diana Marin , Margaret Haworth-Brockman , Zulma Vanessa Rueda , Yoav Keynan

Background

Canada aims to eliminate hepatitis C (HCV) by 2030. While national rates have dropped, regional disparities persist. In 2021, Manitoba had the highest new HCV rates, and Saskatchewan's rates were double the national average. This study aimed to describe the incidence and risk factors associated with HCV infections in Alberta, Saskatchewan, and Manitoba, compared to Canada,1980–2023.

Methods

This ecological study used publicly available government reports from Alberta, Saskatchewan, Manitoba, and Canada (1980–2023) on HCV cases and rates by year and disaggregated by sex (female/male), age, ethnicity, province, sexual orientation (gay/bisexual men who have sex with men, heterosexual), and risk factors (injection drug use, blood products, and history of incarceration).

Results

Since becoming nationally notifiable in 1991, HCV incidence in Canada has declined, but Saskatchewan has reported consistently rates above the national average since 2005. Manitoba's incidence rose, peaking in 2018, with the highest national rate in 2021 (42.8/100,000), while Alberta had the lowest rate (14.5/100,00 people). Males represented 61 % of HCV cases in Canada in 2022, but the sex gap is narrowing, particularly in the Prairies. Most cases in Canada occur among individuals aged 40–59, but younger groups (20–39) are increasingly affected in the Prairies, particularly females of childbearing age and males aged 30–39. Injection drug use was the leading risk factor in Saskatchewan and Manitoba.

Conclusion

Canada is on a downward trend in rates of HCV; however, Manitoba and Saskatchewan have higher rates, possibly due to syndemics of substance use, which are leading to increased rates of HIV and STBBIs. A collaborative effort in surveillance, testing, treatment, and prevention of HCV across the three provinces is necessary.
加拿大旨在到2030年消除丙型肝炎(HCV)。虽然全国的比率有所下降,但地区差异依然存在。2021年,曼尼托巴省的新丙肝病毒感染率最高,萨斯喀彻温省的新丙肝病毒感染率是全国平均水平的两倍。本研究旨在描述1980-2023年与加拿大相比,阿尔伯塔省、萨斯喀彻温省和马尼托巴省HCV感染的发病率和相关危险因素。方法本生态研究使用了阿尔伯塔省、萨斯喀彻温省、马尼托巴省和加拿大(1980-2023年)公开的政府报告,按性别(女性/男性)、年龄、种族、省份、性取向(男同性恋/双性恋男性、异性恋)和危险因素(注射药物使用、血液制品和监禁史)分类,并按年统计了HCV病例和发病率。结果自1991年成为全国报告以来,加拿大的HCV发病率有所下降,但萨斯喀彻温省自2005年以来报告的发病率一直高于全国平均水平。曼尼托巴省的发病率上升,在2018年达到顶峰,2021年全国发病率最高(42.8/10万人),而阿尔伯塔省的发病率最低(14.5/10万人)。2022年,男性占加拿大HCV病例的61% %,但性别差距正在缩小,特别是在大草原地区。在加拿大,大多数病例发生在40-59岁的人群中,但在草原地区,越来越多的年轻群体(20-39岁)受到影响,尤其是育龄女性和30-39岁的男性。注射吸毒是萨斯喀彻温省和马尼托巴省的主要危险因素。结论加拿大HCV感染率呈下降趋势;然而,马尼托巴省和萨斯喀彻温省的比率较高,可能是由于药物使用综合症,这导致艾滋病毒和性传染感染的比率上升。这三个省必须在监测、检测、治疗和预防丙肝病毒方面开展合作。
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引用次数: 0
West Nile Virus infection in the province of Seville. An emergent infection in Spain 塞维利亚省发生西尼罗河病毒感染。西班牙出现了一种突发传染病
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-12-11 DOI: 10.1016/j.jiph.2025.103072
Ana Caro-Leiro , Pedro María Martínez Pérez-Crespo , Manuela Aguilar-Guisado , Cristina Roca Oporto , Carmen Lozano Domínguez , Laura Merino Diaz , Reinaldo Espíndola Gómez , Elena Rubio Martín , Antonio Cristóbal Luque-Ambrosiani , Encarnación Ramírez de Arellano , Carmen Infante Domínguez , María Carmen Macías-Barrera , José Antonio Lepe , Nicolás Merchante Gutiérrez , José Miguel Cisneros

Introduction

West Nile Virus (WNV) is becoming a severe problem in Europe. In 2020 and 2024, two unexpected and large outbreaks occurred in southern Spain, with a high rate of West Nile Neuroinvasive Disease (WNND).

Objective

The aim of this study is to describe clinical and prognostic features of WNV infection.

Materials and methods

Retrospective multicentric cohort study of patients diagnosed with WNV infection in Seville (Spain) between 2020 and 2024.

Results

196 patients, 58.2 % of males, were diagnosed with WNV disease with a median age of 70 (49−78) for WNND and 46 (33−65) for West Nile Fever (WNF). One hundred eight patients (55.1 %) had associated comorbidity, including 22 (11.2 %) immunocompromised patients. 138 (70.4 %) patients required hospital admission with WNND (136, 69.4 %) as the main clinical syndrome, and 33 (16.8 %) were admitted to the ICU. Twenty-five patients (12.7 %) died during their admission; all of these patients had WNND. Twenty-one of the deaths (84 %) were directly related to meningoencephalitis. One hundred (58.5 %) of the survivors had sequelae at discharge.

Conclusion

In Spain, the first two large and unexpected outbreaks of WNV infection occurred in 2020 and 2024, resulting in high morbidity and mortality.
西尼罗病毒(WNV)正在成为欧洲的一个严重问题。2020年和2024年,西班牙南部发生了两次意外的大规模疫情,西尼罗河神经侵袭性疾病(WNND)的发病率很高。目的探讨西尼罗河病毒感染的临床和预后特点。材料和方法对2020年至2024年西班牙塞维利亚确诊为西尼罗河病毒感染的患者进行回顾性多中心队列研究。结果196例患者(58.2% %)确诊为西尼罗河病毒病,西尼罗热(WNF)中位年龄为49 ~ 78岁,西尼罗热(WNF)中位年龄为46岁(33 ~ 65岁)。108例患者(55.1% %)有相关合并症,包括22例(11.2% %)免疫功能低下患者。138例(70.4 %)患者以WNND为主要临床综合征(136例,69.4% %)入院,33例(16.8 %)患者入住ICU。入院期间死亡25例(12.7 %);所有这些患者都有WNND。死亡病例中有21例(84 %)与脑膜脑炎直接相关。100例(58.5% %)患者出院时有后遗症。结论西班牙在2020年和2024年发生了两次意外的西尼罗河病毒感染大暴发,发病率和死亡率均较高。
{"title":"West Nile Virus infection in the province of Seville. An emergent infection in Spain","authors":"Ana Caro-Leiro ,&nbsp;Pedro María Martínez Pérez-Crespo ,&nbsp;Manuela Aguilar-Guisado ,&nbsp;Cristina Roca Oporto ,&nbsp;Carmen Lozano Domínguez ,&nbsp;Laura Merino Diaz ,&nbsp;Reinaldo Espíndola Gómez ,&nbsp;Elena Rubio Martín ,&nbsp;Antonio Cristóbal Luque-Ambrosiani ,&nbsp;Encarnación Ramírez de Arellano ,&nbsp;Carmen Infante Domínguez ,&nbsp;María Carmen Macías-Barrera ,&nbsp;José Antonio Lepe ,&nbsp;Nicolás Merchante Gutiérrez ,&nbsp;José Miguel Cisneros","doi":"10.1016/j.jiph.2025.103072","DOIUrl":"10.1016/j.jiph.2025.103072","url":null,"abstract":"<div><h3>Introduction</h3><div>West Nile Virus (WNV) is becoming a severe problem in Europe. In 2020 and 2024, two unexpected and large outbreaks occurred in southern Spain, with a high rate of West Nile Neuroinvasive Disease (WNND).</div></div><div><h3>Objective</h3><div>The aim of this study is to describe clinical and prognostic features of WNV infection.</div></div><div><h3>Materials and methods</h3><div>Retrospective multicentric cohort study of patients diagnosed with WNV infection in Seville (Spain) between 2020 and 2024.</div></div><div><h3>Results</h3><div>196 patients, 58.2 % of males, were diagnosed with WNV disease with a median age of 70 (49−78) for WNND and 46 (33−65) for West Nile Fever (WNF). One hundred eight patients (55.1 %) had associated comorbidity, including 22 (11.2 %) immunocompromised patients. 138 (70.4 %) patients required hospital admission with WNND (136, 69.4 %) as the main clinical syndrome, and 33 (16.8 %) were admitted to the ICU. Twenty-five patients (12.7 %) died during their admission; all of these patients had WNND. Twenty-one of the deaths (84 %) were directly related to meningoencephalitis. One hundred (58.5 %) of the survivors had sequelae at discharge.</div></div><div><h3>Conclusion</h3><div>In Spain, the first two large and unexpected outbreaks of WNV infection occurred in 2020 and 2024, resulting in high morbidity and mortality.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"19 3","pages":"Article 103072"},"PeriodicalIF":4.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145802168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trade and containment policies during COVID-19: Disaggregated evidence for adaptive public health governance 2019冠状病毒病期间的贸易和遏制政策:适应性公共卫生治理的分类证据
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2026-01-07 DOI: 10.1016/j.jiph.2026.103130
Chao-Chin Chang , Tzu-Chi Chang , Chia-Lin Chang

Background

Containment policies, also known as non-pharmaceutical interventions (NPIs), are crucial in managing emerging infectious diseases; however, their broader economic, social, and health impacts remain insufficiently understood. Previous studies have largely relied on aggregate indices, masking policy-specific effects and limiting their usefulness for preparedness and adaptive governance.

Methods

This study investigates how disaggregated containment measures affected international trade and the continuity of essential goods as a component of public health resilience. Using data from 182 countries during 2020–2021, we analyzed nine NPIs from the Oxford COVID-19 Government Response Tracker and international trade statistics across four product categories. Two indices, a conventional arithmetic mean and a novel entropy-weighted index, were constructed to capture policy intensity and cross-country heterogeneity. Panel regression models with fixed- and random-effects specifications were used to assess policy impacts.

Findings

Containment policies had heterogeneous effects on trade. Workplace closures were associated with trade resilience through digital adaptation, whereas stay-at-home orders and transport suspensions disrupted food and agricultural trade, revealing vulnerabilities in supply chains critical to health security. International travel restrictions correlated positively with goods trade, reflecting substitution from service- to goods-based activities. The entropy-weighted index outperformed the arithmetic mean by capturing policy variability, especially during 2020 early crisis phase.

Interpretation

Disaggregating NPIs reveals that policy design, timing, and institutional context shape both trade performance and health resilience. Integrating information-sensitive metrics such as entropy weighting can improve surveillance and preparedness frameworks. Policymakers should balance epidemiological effectiveness with the protection of essential trade flows to ensure equitable and adaptive pandemic governance.
背景:遏制政策,也称为非药物干预措施(npi),对于管理新发传染病至关重要;然而,对其更广泛的经济、社会和健康影响的了解仍然不够充分。以前的研究在很大程度上依赖于汇总指数,掩盖了特定于政策的影响,限制了它们对准备和适应性治理的有用性。方法本研究调查了分类控制措施如何影响国际贸易和作为公共卫生复原力组成部分的必需品的连续性。利用来自182个国家2020-2021年的数据,我们分析了来自牛津COVID-19政府应对跟踪系统的9个npi和四个产品类别的国际贸易统计数据。我们构建了两个指数,一个是传统的算术平均值,一个是新的熵加权指数,以捕捉政策强度和跨国异质性。使用具有固定效应和随机效应规格的面板回归模型来评估政策影响。研究发现,遏制政策对贸易的影响不尽相同。通过数字化适应,工作场所关闭与贸易韧性有关,而居家令和运输暂停则扰乱了粮食和农业贸易,暴露出对卫生安全至关重要的供应链的脆弱性。国际旅行限制与货物贸易呈正相关,反映了以服务为基础的活动向以货物为基础的活动的替代。熵加权指数的表现优于算术平均值,因为它捕捉到了政策的可变性,尤其是在2020年危机早期阶段。分析npi揭示了政策设计、时机和制度背景对贸易绩效和健康弹性的影响。集成信息敏感度量(如熵权)可以改进监视和准备框架。决策者应在流行病学有效性与保护基本贸易流动之间取得平衡,以确保公平和适应性的大流行病治理。
{"title":"Trade and containment policies during COVID-19: Disaggregated evidence for adaptive public health governance","authors":"Chao-Chin Chang ,&nbsp;Tzu-Chi Chang ,&nbsp;Chia-Lin Chang","doi":"10.1016/j.jiph.2026.103130","DOIUrl":"10.1016/j.jiph.2026.103130","url":null,"abstract":"<div><h3>Background</h3><div>Containment policies, also known as non-pharmaceutical interventions (NPIs), are crucial in managing emerging infectious diseases; however, their broader economic, social, and health impacts remain insufficiently understood. Previous studies have largely relied on aggregate indices, masking policy-specific effects and limiting their usefulness for preparedness and adaptive governance.</div></div><div><h3>Methods</h3><div>This study investigates how disaggregated containment measures affected international trade and the continuity of essential goods as a component of public health resilience. Using data from 182 countries during 2020–2021, we analyzed nine NPIs from the Oxford COVID-19 Government Response Tracker and international trade statistics across four product categories. Two indices, a conventional arithmetic mean and a novel entropy-weighted index, were constructed to capture policy intensity and cross-country heterogeneity. Panel regression models with fixed- and random-effects specifications were used to assess policy impacts.</div></div><div><h3>Findings</h3><div>Containment policies had heterogeneous effects on trade. Workplace closures were associated with trade resilience through digital adaptation, whereas stay-at-home orders and transport suspensions disrupted food and agricultural trade, revealing vulnerabilities in supply chains critical to health security. International travel restrictions correlated positively with goods trade, reflecting substitution from service- to goods-based activities. The entropy-weighted index outperformed the arithmetic mean by capturing policy variability, especially during 2020 early crisis phase.</div></div><div><h3>Interpretation</h3><div>Disaggregating NPIs reveals that policy design, timing, and institutional context shape both trade performance and health resilience. Integrating information-sensitive metrics such as entropy weighting can improve surveillance and preparedness frameworks. Policymakers should balance epidemiological effectiveness with the protection of essential trade flows to ensure equitable and adaptive pandemic governance.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"19 3","pages":"Article 103130"},"PeriodicalIF":4.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145977896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early prediction of immunological non-responders in people living with HIV using machine learning: Model development and validation in multicenter cohorts in China 使用机器学习对HIV感染者免疫无应答的早期预测:中国多中心队列的模型开发和验证
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-12-24 DOI: 10.1016/j.jiph.2025.103116
Rui Sun , Binyu Gao , Hanxi Zhang , Xi Wang , Fang Liu , Hongxin Zhao , Lijun Sun , Jianhua Yu , Honglei Liu , Fujie Zhang

Background

Despite antiretroviral therapy (ART), 10–40 % of people living with HIV (PLWH) fail to normalize CD4+ T cells, known as immune non-responders (INR), associated with poor clinical outcomes. Due to the complex pathogenesis and the absence of effective treatments, early prediction and intervention of INR are critical. With the rapid advancements in artificial intelligence, particularly in machine learning (ML), developing an interpretable ML model to identify individuals at high risk of INR can facilitate personalized treatment strategies and improve clinical management.

Methods

This retrospective study was conducted from a long-term multicenter cohort involving 30938 PLWH attending three hospitals from January 2003 to December 2023. Seven ML algorithms were employed to construct prediction models. The area under the receiver operating characteristic curve (AUC), precision–recall curves, calibration plots, clinical impact curves, and decision curve analysis were used to evaluate and identify the optimal model. We evaluated the final model using internal cross-validation and validated it in an external cohort. The Python-based Streamlit framework was applied to develop a web platform.

Results

11287 PLWH, including 1325 (11.74 %) INR, were analyzed in the derivation cohort. Twenty baseline clinical indicators of PLWH were used to construct ML models. After feature reduction and comparative evaluation, the 9-feature RF model demonstrated strong discrimination (AUC = 0.864), superior calibration, and favorable clinical utility, outperforming the traditional model (AUC = 0.856) and other models. The model performance was also confirmed in internal validation (mean AUC = 0.884 ± 0.003) and the external validation (AUC = 0.855).

Conclusions

In this study, an interpretable ML model with nine baseline clinical indicators was constructed for early INR prediction in ART-naïve PLWH and was incorporated into a convenient web platform to facilitate individualized treatment and management.
尽管抗逆转录病毒治疗(ART), 10 - 40% %的艾滋病毒感染者(PLWH)不能使CD4+ T细胞正常化,被称为免疫无应答(INR),与不良的临床结果相关。由于其复杂的发病机制和缺乏有效的治疗方法,早期预测和干预是至关重要的。随着人工智能,特别是机器学习(ML)的快速发展,开发可解释的ML模型来识别INR高风险个体可以促进个性化治疗策略并改善临床管理。方法对2003年1月至2023年12月在三家医院就诊的30938名PLWH患者进行长期多中心队列回顾性研究。采用7种ML算法构建预测模型。采用受试者工作特征曲线(AUC)下面积、精密度-召回率曲线、校准图、临床影响曲线和决策曲线分析来评价和确定最优模型。我们使用内部交叉验证评估了最终模型,并在外部队列中进行了验证。应用基于python的Streamlit框架开发web平台。结果在衍生队列中分析了11287例PLWH,其中1325例(11.74 %)INR。采用PLWH的20项基线临床指标构建ML模型。经过特征约简和对比评价,9特征射频模型具有较强的鉴别能力(AUC = 0.864)、较好的校准能力和较好的临床实用性,优于传统模型(AUC = 0.856)和其他模型。内部验证(平均AUC = 0.884 ± 0.003)和外部验证(AUC = 0.855)也证实了模型的性能。结论本研究构建了包含9个基线临床指标的可解释性ML模型,用于ART-naïve PLWH患者INR的早期预测,并将其纳入便捷的web平台,便于个体化治疗和管理。
{"title":"Early prediction of immunological non-responders in people living with HIV using machine learning: Model development and validation in multicenter cohorts in China","authors":"Rui Sun ,&nbsp;Binyu Gao ,&nbsp;Hanxi Zhang ,&nbsp;Xi Wang ,&nbsp;Fang Liu ,&nbsp;Hongxin Zhao ,&nbsp;Lijun Sun ,&nbsp;Jianhua Yu ,&nbsp;Honglei Liu ,&nbsp;Fujie Zhang","doi":"10.1016/j.jiph.2025.103116","DOIUrl":"10.1016/j.jiph.2025.103116","url":null,"abstract":"<div><h3>Background</h3><div>Despite antiretroviral therapy (ART), 10–40 % of people living with HIV (PLWH) fail to normalize CD4<sup>+</sup> T cells, known as immune non-responders (INR), associated with poor clinical outcomes. Due to the complex pathogenesis and the absence of effective treatments, early prediction and intervention of INR are critical. With the rapid advancements in artificial intelligence, particularly in machine learning (ML), developing an interpretable ML model to identify individuals at high risk of INR can facilitate personalized treatment strategies and improve clinical management.</div></div><div><h3>Methods</h3><div>This retrospective study was conducted from a long-term multicenter cohort involving 30938 PLWH attending three hospitals from January 2003 to December 2023. Seven ML algorithms were employed to construct prediction models. The area under the receiver operating characteristic curve (AUC), precision–recall curves, calibration plots, clinical impact curves, and decision curve analysis were used to evaluate and identify the optimal model. We evaluated the final model using internal cross-validation and validated it in an external cohort. The Python-based Streamlit framework was applied to develop a web platform.</div></div><div><h3>Results</h3><div>11287 PLWH, including 1325 (11.74 %) INR, were analyzed in the derivation cohort. Twenty baseline clinical indicators of PLWH were used to construct ML models. After feature reduction and comparative evaluation, the 9-feature RF model demonstrated strong discrimination (AUC = 0.864), superior calibration, and favorable clinical utility, outperforming the traditional model (AUC = 0.856) and other models. The model performance was also confirmed in internal validation (mean AUC = 0.884 ± 0.003) and the external validation (AUC = 0.855).</div></div><div><h3>Conclusions</h3><div>In this study, an interpretable ML model with nine baseline clinical indicators was constructed for early INR prediction in ART-naïve PLWH and was incorporated into a convenient web platform to facilitate individualized treatment and management.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"19 3","pages":"Article 103116"},"PeriodicalIF":4.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145882193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “Clustering analysis of sexual behavioral patterns and risk of sexually transmitted infections in Chinese men who have sex with men” [J Infect Public Health 18 (2025), 102786] 中国男男性接触者性行为模式与性传播感染风险的聚类分析[J].中华卫生杂志,2018,27(2):481 - 481。
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2026-01-10 DOI: 10.1016/j.jiph.2026.103129
Bingyang She , Yiming Liu , Siqi Lin , Fang Lu , Yi Liu , Jiajun Sun , Gaixia Li , Yawu Hu , Shu Su , Lei Zhang
{"title":"Corrigendum to “Clustering analysis of sexual behavioral patterns and risk of sexually transmitted infections in Chinese men who have sex with men” [J Infect Public Health 18 (2025), 102786]","authors":"Bingyang She ,&nbsp;Yiming Liu ,&nbsp;Siqi Lin ,&nbsp;Fang Lu ,&nbsp;Yi Liu ,&nbsp;Jiajun Sun ,&nbsp;Gaixia Li ,&nbsp;Yawu Hu ,&nbsp;Shu Su ,&nbsp;Lei Zhang","doi":"10.1016/j.jiph.2026.103129","DOIUrl":"10.1016/j.jiph.2026.103129","url":null,"abstract":"","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"19 3","pages":"Article 103129"},"PeriodicalIF":4.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145952305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The genetic diversity of drug resistance in Mycobacterium tuberculosis strains from the Tibetan Plateau 青藏高原结核分枝杆菌耐药遗传多样性研究
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-12-29 DOI: 10.1016/j.jiph.2025.103120
Anyue Xia , Jie Luo , Xiaohui Yu , Sijuan Ding , Dongfang Feng , Bin Zhu , Maoshi Li , Shangshi Li , Li Shi , Huan Xu

Objective

This study aimed to characterize the genetic diversity of drug resistance in Mycobacterium tuberculosis (MTB) isolates from the Tibetan Plateau, elucidate the molecular epidemiological profile of tuberculosis (TB) in this high-altitude region, and offer a molecular basis to guide improved diagnostic, therapeutic, and preventive strategies.

Methods

A total of 169 clinical MTB isolates were collected from the General Hospital of Xizang Military Command between January 2024 and April 2025. Drug resistance-associated mutations were identified via targeted gene sequencing.

Results

Among the 169 isolates, the overall rate of genotypic resistance was 20.71 %, comprising mono-resistance (14.79 %), poly-resistance (1.78 %), and multidrug-resistance (MDR, 4.14 %). Retreated patients exhibited a higher resistance rate than newly treated cases (26.09 % vs. 14.29 %), with MDR exclusively identified in the retreatment group. Resistance to streptomycin was most prevalent (8.28 %), followed by isoniazid (7.69 %) and rifampicin (7.10 %). The predominant mutations observed were rpsL K43R and katG S315T. No mutations conferring resistance to second-line drugs were detected.

Conclusion

The substantial burden of drug-resistant TB on the Tibetan Plateau—particularly streptomycin resistance—underscores the critical need for implementing precision diagnostics and optimizing therapeutic regimens.
目的研究青藏高原结核分枝杆菌(MTB)耐药遗传多样性,阐明该地区结核病的分子流行病学特征,为改进诊断、治疗和预防策略提供分子基础。方法收集西藏军区总医院2024年1月~ 2025年4月临床结核分枝杆菌分离株169株。通过靶向基因测序鉴定耐药相关突变。结果169株菌株基因型总耐药率为20.71 %,其中单耐药(14.79 %)、多耐药(1.78 %)、多药耐药(4.14 %)。复发患者的耐药率高于新治疗患者(26.09 % vs. 14.29 %),耐多药仅在再治疗组中发现。链霉素耐药最多(8.28 %),其次是异烟肼(7.69 %)和利福平(7.10 %)。观察到的主要突变是rpsL K43R和katG S315T。未发现对二线药物产生耐药性的突变。结论青藏高原耐药结核病的巨大负担,特别是链霉素耐药性,强调了实施精确诊断和优化治疗方案的迫切需要。
{"title":"The genetic diversity of drug resistance in Mycobacterium tuberculosis strains from the Tibetan Plateau","authors":"Anyue Xia ,&nbsp;Jie Luo ,&nbsp;Xiaohui Yu ,&nbsp;Sijuan Ding ,&nbsp;Dongfang Feng ,&nbsp;Bin Zhu ,&nbsp;Maoshi Li ,&nbsp;Shangshi Li ,&nbsp;Li Shi ,&nbsp;Huan Xu","doi":"10.1016/j.jiph.2025.103120","DOIUrl":"10.1016/j.jiph.2025.103120","url":null,"abstract":"<div><h3>Objective</h3><div>This study aimed to characterize the genetic diversity of drug resistance in <em>Mycobacterium tuberculosis</em> (MTB) isolates from the Tibetan Plateau, elucidate the molecular epidemiological profile of tuberculosis (TB) in this high-altitude region, and offer a molecular basis to guide improved diagnostic, therapeutic, and preventive strategies.</div></div><div><h3>Methods</h3><div>A total of 169 clinical MTB isolates were collected from the General Hospital of Xizang Military Command between January 2024 and April 2025. Drug resistance-associated mutations were identified via targeted gene sequencing.</div></div><div><h3>Results</h3><div>Among the 169 isolates, the overall rate of genotypic resistance was 20.71 %, comprising mono-resistance (14.79 %), poly-resistance (1.78 %), and multidrug-resistance (MDR, 4.14 %). Retreated patients exhibited a higher resistance rate than newly treated cases (26.09 % vs. 14.29 %), with MDR exclusively identified in the retreatment group. Resistance to streptomycin was most prevalent (8.28 %), followed by isoniazid (7.69 %) and rifampicin (7.10 %). The predominant mutations observed were <em>rpsL</em> K43R and <em>katG</em> S315T. No mutations conferring resistance to second-line drugs were detected.</div></div><div><h3>Conclusion</h3><div>The substantial burden of drug-resistant TB on the Tibetan Plateau—particularly streptomycin resistance—underscores the critical need for implementing precision diagnostics and optimizing therapeutic regimens.</div></div>","PeriodicalId":16087,"journal":{"name":"Journal of Infection and Public Health","volume":"19 3","pages":"Article 103120"},"PeriodicalIF":4.0,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and validation of a risk stratification score for hemophagocytic syndrome in chronic active Epstein-Barr virus infection: A 10-year retrospective cohort study 慢性活动性eb病毒感染中噬血细胞综合征风险分层评分的建立和验证:一项10年回顾性队列研究
IF 4 3区 医学 Q1 INFECTIOUS DISEASES Pub Date : 2026-03-01 Epub Date: 2025-11-19 DOI: 10.1016/j.jiph.2025.103061
Fei Hu , Jiayi Zhan , Meijuan Peng , Haifeng Hu , Xuyang Zheng , Danfeng Ren , Rui Li , Hong Du , Wen Tian , Zhanhu Bi , Denghui Yu , Hongkai Xu , Xiaofei Yang , Yan Liang , Fangfang Li , Jingtao Hou , Yingli He , Jianqi Lian

Objective

This study aims to identify risk factors for the development of hemophagocytic lymphohistiocytosis (HLH) within three years among patients with chronic active Epstein-Barr virus infection (CAEBV) and to construct a risk stratification score.

Methods

A retrospective cohort study was conducted involving 165 patients with CAEBV admitted to two infectious disease centers in Northwest China between January 2012 and December 2022, through which we identified independent risk factors for HLH. Cox regression was utilized to establish the nomogram model and generate the risk stratification score. The discrimination and clinical utility of both the nomogram and score models were subsequently assessed using calibration plots, receiver operating characteristic (ROC) curves, decision curve analysis (DCA), and cross-validation.

Results

Among the 165 patients, 98 (59.4 %) developed HLH within three years. The median progression time was 405 days (IQR: 217, 740), with cumulative incidence rates of HLH at 1, 2, and 3 years of 41.3 %, 56.1 %, and 65.9 %, respectively. Five independent predictors were identified: cytopenia (HR: 1.70, 95 % CI: 1.07–2.70), EBV-DNA load in plasma (HR: 2.02, 95 % CI: 1.46–2.80), alanine aminotransferase (HR: 1.34, 95 % CI: 1.12–1.60), ferritin (HR: 1.01, 95 % CI: 1.01–1.01), and triglycerides (HR: 1.21, 95 % CI: 1.05–1.38). Both the nomogram and simplified score model demonstrated excellent discrimination (AUC > 0.7) and reliable calibration within a 3-year timeframe. The score model exhibited predictive power comparable to the nomogram, as indicated by net reclassification index and integrated discrimination index analyses.

Conclusion

The validated nomogram and score model facilitate rapid HLH risk stratification in CAEBV patients, supporting clinical risk assessment and early intervention.
目的探讨慢性活动性eb病毒感染(CAEBV)患者3年内发生嗜血球性淋巴组织细胞增生症(HLH)的危险因素,并建立危险分层评分。方法对2012年1月至2022年12月在中国西北地区两家传染病中心收治的165例CAEBV患者进行回顾性队列研究,确定HLH的独立危险因素。采用Cox回归建立nomogram模型,生成风险分层评分。随后,通过校准图、受试者工作特征(ROC)曲线、决策曲线分析(DCA)和交叉验证来评估nomogram和scoring模型的辨别性和临床实用性。结果165例患者中,98例(59.4 %)在3年内发生HLH。中位进展时间为405天(IQR: 217、740),1年、2年和3年的HLH累积发病率分别为41.3% %、56.1% %和65.9% %。确定了5个独立的预测因子:细胞减少症(HR: 1.70, 95 % CI: 1.07-2.70)、血浆EBV-DNA负荷(HR: 2.02, 95 % CI: 1.46-2.80)、丙氨酸转氨酶(HR: 1.34, 95 % CI: 1.12-1.60)、铁蛋白(HR: 1.01, 95 % CI: 1.01 - 1.01)和甘油三酯(HR: 1.21, 95 % CI: 1.05-1.38)。模态图和简化评分模型均表现出良好的判别性(AUC > 0.7)和3年时间框架内可靠的校准。从净重分类指数和综合判别指数分析可以看出,得分模型的预测能力与nomogram相当。结论经验证的nomogram和scoring model有助于快速对CAEBV患者进行HLH风险分层,为临床风险评估和早期干预提供支持。
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Journal of Infection and Public Health
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