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The genome of Phlebotomus chinensis, the primary vector of visceral leishmaniasis in China: insights from chromosome-level assembly and comparative analysis. 中国内脏利什曼病主要载体中国白蛉基因组:来自染色体水平组装和比较分析的见解。
IF 5.5 1区 医学 Pub Date : 2026-02-06 DOI: 10.1186/s40249-026-01417-w
Haowei Dong, Wenqi Shan, Qiuming Zhou, Hao Yuan, Kang Wang, Yuanyuan Li, Wenbing Zhong, Maimaitijiang Wumaier, Anjie Yang, Huiying Chen, Bing Rui, Yajun Ma, Shizhu Li, Heng Peng

Background: Phlebotomus chinensis is the primary vector of visceral leishmaniasis (VL) in China. However, the lack of a high-quality genome assembly for this species has limited research on its biology, vector-pathogen interactions, and evolutionary adaptations. To address this critical gap, the first chromosome-level genome assembly of Ph. chinensis was constructed.

Methods: Nanopore long-read sequencing served as the primary method, complemented by Illumina short-read sequencing for base-level error correction and Hi-C mapping for chromosomal anchoring and chromosome-level scaffolding. Genome annotation integrated transcriptome data from adult, larvae and pupae, homologous protein predictions from closely related sand fly species, and ab initio gene prediction. Comparative genomic analyses were further performed to explore evolutionary relationships and genomic differences between Ph. chinensis, Ph. papatasi, and Lutzomyia longipalpis.

Results: A total of 127.05 Gb of Nanopore data, 10.57 Gb of Illumina clean data, 52.95 Gb of Hi-C clean data, and 14.95 Gb of RNA-seq data were obtained. The final assembled genome size was 195.21 Mb with a scaffold N50 of 49.30 Mb, and 97.24% of the sequences were successfully anchored to 4 chromosomes. Annotation identified 10,909 protein-coding genes (91.48% of which were functionally annotatable), along with 73 rRNAs, 92 small RNAs, 82 regulatory RNAs, 374 tRNAs, 11,870 simple sequence repeats, 6053 tandem repeats, and 478,622 transposable elements. Phylogenetic analysis revealed that Ph. chinensis is phylogenetically closest to Ph. papatasi, with an estimated divergence time of approximately 27.1 million years ago. Gene family evolution was dominated by contraction, with 229 expanded and 575 contracted gene families identified in the Ph. chinensis branch. Additionally, 209 positively selected genes were detected, which are crucial for immune response regulation and metabolic processes related to its vectorial capacity. Furthermore, 95 P450 genes were identified, classified into four subfamilies: CYP2, CYP3, mitochondrial CYP (mito), and CYP4.

Conclusions: A high-quality chromosome-level genome assembly of Ph. chinensis is reported here for the first time. This assembly serves as a critical genomic resource to advance research into the vector biology, insecticide resistance mechanisms, and evolutionary history, and lays a solid foundation for the development of precision VL control strategies in China.

背景:中国白蛉是内脏利什曼病(VL)的主要传播媒介。然而,缺乏高质量的该物种基因组组装限制了对其生物学,媒介-病原体相互作用和进化适应的研究。为了解决这一关键缺口,我们构建了中华Ph. chinensis的第一个染色体水平基因组组装。方法:以纳米孔长读测序为主要方法,辅以Illumina短读测序进行碱基水平误差校正,Hi-C作图进行染色体锚定和染色体水平支架。基因组注释整合了来自成虫、幼虫和蛹的转录组数据,来自密切相关的沙蝇物种的同源蛋白预测,以及从头算基因预测。通过比较基因组分析,进一步探讨了中华Ph. chinensis、木瓜Ph. papatasi和长掌Lutzomyia longgipalpis的进化关系和基因组差异。结果:共获得127.05 Gb的Nanopore数据、10.57 Gb的Illumina clean数据、52.95 Gb的Hi-C clean数据和14.95 Gb的RNA-seq数据。最终组装的基因组大小为195.21 Mb,支架N50为49.30 Mb, 97.24%的序列成功锚定在4条染色体上。注释鉴定出10,909个蛋白质编码基因(其中91.48%可功能注释),以及73个RNAs、92个小rna、82个调控rna、374个trna、11,870个简单序列重复序列、6053个串联重复序列和478,622个转座元件。系统发育分析表明,Ph. chinensis与Ph. papatasi在系统发育上最接近,其分化时间约为2710万年前。基因家族进化以收缩基因家族为主,共鉴定出扩增基因家族229个,收缩基因家族575个。此外,检测到209个阳性选择基因,这些基因对免疫反应调节和与其载体能力相关的代谢过程至关重要。此外,鉴定了95个P450基因,将其分为四个亚家族:CYP2、CYP3、线粒体CYP (mito)和CYP4。结论:本文首次报道了高质量的中华Ph. chinensis染色体水平基因组组装。该基因组库可作为重要的基因组资源,为深入开展病媒生物学、杀虫剂抗性机制和进化历史等方面的研究奠定基础,并为中国制定精准的VL防治策略奠定基础。
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引用次数: 0
Risk of antimicrobial resistance spreading via food loss and waste. 通过食物损失和浪费传播抗微生物药物耐药性的风险。
IF 5.5 1区 医学 Pub Date : 2026-02-06 DOI: 10.1186/s40249-025-01405-6
Fanette Fontaine, Jorge Pinto Ferreira, Antonio Valcarce, Emmanuel Kabali, Junxia Song

Background: While the agricultural sector is a known contributor to antimicrobial resistance (AMR), the potential role of food loss and waste (FLW) in AMR dissemination has been largely overlooked. FLW, a byproduct of inefficient food systems, poses economic, environmental, and food security challenges. It may also act as a reservoir and vector for antimicrobial resistance genes and antibiotic-resistant bacteria, contributing to the environmental spread of AMR if improperly managed. This narrative review assessed the presence, fate, and risks of AMR in FLW management.

Methods: Peer-reviewed studies were identified through systematic searches in PubMed and Web of Science using keywords related to food waste, AMR, and treatment methods. Additional studies were retrieved through reference screening. Only English-language articles addressing AMR in the context of FLW were included.

Results: Bioconversion processes such as composting, anaerobic digestion, and conversion to animal feed can reduce antimicrobial resistance genes and antibiotic-resistant bacteria under optimized conditions. However, without adequate treatment, end products like fertilizers or biomaterials may still pose AMR risks. In contrast, FLW disposal in landfills and open dumps exacerbates both greenhouse gas emissions and AMR risks, due to co-contamination with other AMR-promoting pollutants like heavy metals and microplastics. AMR can spread through multiple pathways, including leachate, aerosols, wildlife, and direct human contact.

Conclusions: FLW should be recognized as a potential AMR source, requiring improved management strategies and integration into AMR surveillance. This review highlights the need to both reduce antimicrobial use and minimize FLW generation to limit environmental and public health risks.

背景:虽然农业部门是造成抗菌素耐药性(AMR)的已知因素,但粮食损失和浪费(FLW)在AMR传播中的潜在作用在很大程度上被忽视了。FLW是低效粮食系统的副产品,对经济、环境和粮食安全构成挑战。它还可能成为抗微生物药物耐药性基因和耐药细菌的储存库和载体,如果管理不当,将促进抗菌素耐药性的环境传播。这篇叙述性综述评估了FLW管理中AMR的存在、命运和风险。方法:通过在PubMed和Web of Science中系统搜索与食物浪费、抗菌素耐药性和处理方法相关的关键词,确定同行评议的研究。通过参考筛选检索了其他研究。只收录了在FLW背景下讨论抗菌素耐药性的英文文章。结果:在优化条件下,堆肥、厌氧消化和转化为动物饲料等生物转化过程可减少耐药基因和耐药细菌。然而,如果没有适当的处理,肥料或生物材料等最终产品仍可能构成抗菌素耐药性风险。相比之下,垃圾填埋场和露天垃圾场的FLW处理加剧了温室气体排放和抗菌素耐药性风险,因为它与重金属和微塑料等其他促进抗菌素耐药性的污染物共同污染。抗菌素耐药性可以通过多种途径传播,包括渗滤液、气溶胶、野生动物和人类直接接触。结论:FLW应被视为潜在的抗菌素耐药性来源,需要改进管理策略并将其纳入抗菌素耐药性监测。本综述强调需要减少抗菌药物的使用并尽量减少FLW的产生,以限制环境和公共卫生风险。
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引用次数: 0
Clinical and epidemiological features of schistosomiasis among sub-Saharan African migrants in Barcelona, Spain: a retrospective observational study. 西班牙巴塞罗那撒哈拉以南非洲移民血吸虫病的临床和流行病学特征:一项回顾性观察性研究。
IF 5.5 1区 医学 Pub Date : 2026-02-05 DOI: 10.1186/s40249-026-01415-y
Derlis Duarte-Zoilan, Fernando Salvador, Cristina Bocanegra, Elena Sulleiro, Adrián Sánchez-Montalvá, Núria Serre-Delcor, Pau Bosch-Nicolau, María Luisa Aznar, Lidia Goterris, Diana Pou, María Espiau, Patricia Martínez-Vallejo, Joan Martínez-Campreciós, Juan Espinosa-Pereiro, Inés Oliveira, Francesc Zarzuela, Israel Molina

Schistosomiasis is a neglected tropical disease, affecting 253 million people worldwide. This study aimed to describe the clinical and epidemiological characteristics of schistosomiasis in sub-Saharan African migrants evaluated through a general screening program for imported infectious diseases at a specialized international health unit in Barcelona, Spain. We performed a retrospective observational study (2014-2023) including confirmed (defined by egg detection in stool or urine) and probable cases (identified by positive serology against Schistosoma). Data on epidemiology, clinical presentation, diagnosis, treatment, and follow-up were collected. Among 3214 screened migrants, 855 (26.6%) were diagnosed with schistosomiasis. Most were male (87%) with a median age of 21.9 years, mainly originating from Mali, Gambia, and Senegal. Only 2.2% reported symptoms, while anemia and eosinophilia were observed in 9.7% and 29.7% of cases, respectively. Parasitological confirmation was achieved in 24.9%, with the remainder diagnosed by serology alone. Abdominal ultrasound was performed in 122 patients, revealing abnormalities in 20.4%. Multivariate analysis showed that confirmed cases tended to be younger (22.4 years vs 25.8 years) and had higher frequencies of women (17.8% vs 11.3%), symptoms (5.6% vs 1.1%), eosinophilia (49.4% vs 22.5%), and ultrasound abnormalities (22.7% vs 17.8%) than probable cases. Praziquantel treatment was administered to 775 patients (90.6%). Follow-up information was available for 218 individuals (28.1%); among those, eggs persisted in 7.4% (9/122), and 84% (74/88) maintained positive serology. Schistosomiasis prevalence in this migrant population was high and mostly asymptomatic, with limited laboratory abnormalities but notable radiological findings, particularly in confirmed cases. Serology was useful diagnostically but had limited value in follow-up. Systematic screening of at-risk populations remains crucial for early detection and treatment.

血吸虫病是一种被忽视的热带病,影响到全世界2.53亿人。本研究旨在描述撒哈拉以南非洲移民血吸虫病的临床和流行病学特征,通过西班牙巴塞罗那一家专门的国际卫生单位对输入性传染病的一般筛查计划进行评估。我们进行了一项回顾性观察性研究(2014-2023年),包括确诊病例(通过粪便或尿液中检测到卵子来确定)和可能病例(通过血吸虫血清学阳性来确定)。收集流行病学、临床表现、诊断、治疗和随访资料。在3214名接受筛查的移民中,855人(26.6%)被诊断为血吸虫病。大多数为男性(87%),中位年龄21.9岁,主要来自马里、冈比亚和塞内加尔。仅有2.2%的病例报告有症状,而贫血和嗜酸性粒细胞增多分别占9.7%和29.7%。寄生虫学确诊率为24.9%,其余仅通过血清学诊断。122例患者行腹部超声检查,发现异常的占20.4%。多因素分析显示,确诊病例往往更年轻(22.4岁对25.8岁),女性(17.8%对11.3%)、症状(5.6%对1.1%)、嗜酸性粒细胞增多(49.4%对22.5%)和超声异常(22.7%对17.8%)的发生率高于可能病例。吡喹酮治疗775例(90.6%)。218人(28.1%)可获得随访信息;其中,7.4%(9/122)的人仍有卵,84%(74/88)的人保持血清学阳性。血吸虫病在这一流动人口中的流行率很高,而且大多无症状,实验室异常有限,但放射学发现显著,特别是在确诊病例中。血清学诊断有用,但随访价值有限。对高危人群进行系统筛查对于早期发现和治疗仍然至关重要。
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引用次数: 0
Strengthening the health systems at national level for malaria elimination in the Greater Mekong Subregion countries: a qualitative study. 在大湄公河次区域国家加强国家一级卫生系统以消除疟疾:一项定性研究。
IF 5.5 1区 医学 Pub Date : 2026-02-05 DOI: 10.1186/s40249-026-01416-x
Win Htike, Win Han Oo, Catherine M Bennett, Paul A Agius, Alyssa E Barry, Freya J I Fowkes

Background: Countries in the Greater Mekong Subregion (GMS) have committed to eliminating malaria by 2030. The success of a national malaria programme's transition from malaria control to elimination is dependent on the readiness of the health system to implement malaria elimination strategies. Understanding the readiness of health systems and what needs to be adapted is key to identifying barriers in achieving malaria elimination goals. This study aims to assess health system needs for malaria elimination, identify national-level barriers to effective implementation, and provide recommendations for policymakers and programme managers to strengthen strategies through a health system perspective.

Methods: A multi-country qualitative study was conducted in the GMS. Semi-structured interviews were conducted with 39 stakeholders including national malaria policymakers (n = 5), basic health staff from Ministries of Health (n = 12), managers and field supervisors from malaria implementing partners (n = 16) and personnel from technical agencies (n = 6). Reflexive thematic analysis of national level health system requirements was carried out aligned with themes adapted from the World Health Organization (WHO) health system building blocks.

Results: Stakeholders discussed that malaria elimination required inputs from all six WHO health system building blocks at the national level. Major inputs included strong political commitment, targeted interventions for high-risk groups, reliable forecasting and supply chains, skilled workforce, and robust quality assurance. Furthermore, National Malaria Elimination Programmes should expand access to diagnostic kits and medicines and enforce mandatory glucose-6-phosphate dehydrogenase enzyme testing. Stakeholders identified health system barriers such as the lack of targeted interventions in high-risk groups in national policies, incomplete reporting from private sector, lack of experienced workforce for elimination, administrative constraints in supply chain, declining malaria funding from international donors, and poor compliance to regulations for malaria elimination. For malaria elimination in the GMS to succeed, comprehensive health system strengthening across all six building blocks is essential.

Conclusions: National programmes must assess national health system readiness for malaria elimination to avoid inefficiencies, financial strain, and unattended gaps, using a systems thinking approach. This study also highlighted the importance of evaluating the national programmes from the perspective of health system needs and readiness for successful transitioning from control to elimination phase.

背景:大湄公河次区域(GMS)国家承诺到2030年消除疟疾。国家疟疾规划能否成功地从疟疾控制过渡到消灭疟疾,取决于卫生系统是否准备好执行消灭疟疾战略。了解卫生系统的准备情况以及需要进行哪些调整是确定实现消除疟疾目标的障碍的关键。这项研究旨在评估卫生系统消除疟疾的需求,确定国家一级有效实施的障碍,并为决策者和规划管理者提供建议,以便通过卫生系统的角度加强战略。方法:在GMS中进行多国定性研究。对39名利益攸关方进行了半结构化访谈,其中包括国家疟疾政策制定者(n = 5)、卫生部的基础卫生工作人员(n = 12)、疟疾实施伙伴的管理人员和实地监督员(n = 16)以及技术机构的工作人员(n = 6)。根据世界卫生组织(世卫组织)卫生系统基本要素改编的主题,对国家一级卫生系统需求进行了反思性专题分析。结果:利益攸关方讨论了消除疟疾需要世卫组织在国家一级所有六个卫生系统组成部分的投入。主要投入包括强有力的政治承诺、针对高风险群体的有针对性的干预措施、可靠的预测和供应链、熟练的劳动力以及强有力的质量保证。此外,国家消除疟疾规划应扩大获得诊断试剂盒和药品的机会,并强制实施葡萄糖-6-磷酸脱氢酶检测。利益攸关方确定了卫生系统障碍,如国家政策中缺乏针对高危人群的有针对性的干预措施、私营部门报告不完整、缺乏经验丰富的消除疟疾工作人员、供应链中的行政限制、国际捐助者提供的疟疾资金减少以及对消除疟疾法规的遵守情况不佳。要使大湄公河次区域的疟疾消除工作取得成功,必须在所有六个组成部分全面加强卫生系统。结论:国家规划必须使用系统思维方法评估国家卫生系统消除疟疾的准备情况,以避免效率低下、财政紧张和无人关注的缺口。这项研究还强调了从卫生系统需求和从控制阶段成功过渡到消除阶段的准备情况的角度评价国家规划的重要性。
{"title":"Strengthening the health systems at national level for malaria elimination in the Greater Mekong Subregion countries: a qualitative study.","authors":"Win Htike, Win Han Oo, Catherine M Bennett, Paul A Agius, Alyssa E Barry, Freya J I Fowkes","doi":"10.1186/s40249-026-01416-x","DOIUrl":"10.1186/s40249-026-01416-x","url":null,"abstract":"<p><strong>Background: </strong>Countries in the Greater Mekong Subregion (GMS) have committed to eliminating malaria by 2030. The success of a national malaria programme's transition from malaria control to elimination is dependent on the readiness of the health system to implement malaria elimination strategies. Understanding the readiness of health systems and what needs to be adapted is key to identifying barriers in achieving malaria elimination goals. This study aims to assess health system needs for malaria elimination, identify national-level barriers to effective implementation, and provide recommendations for policymakers and programme managers to strengthen strategies through a health system perspective.</p><p><strong>Methods: </strong>A multi-country qualitative study was conducted in the GMS. Semi-structured interviews were conducted with 39 stakeholders including national malaria policymakers (n = 5), basic health staff from Ministries of Health (n = 12), managers and field supervisors from malaria implementing partners (n = 16) and personnel from technical agencies (n = 6). Reflexive thematic analysis of national level health system requirements was carried out aligned with themes adapted from the World Health Organization (WHO) health system building blocks.</p><p><strong>Results: </strong>Stakeholders discussed that malaria elimination required inputs from all six WHO health system building blocks at the national level. Major inputs included strong political commitment, targeted interventions for high-risk groups, reliable forecasting and supply chains, skilled workforce, and robust quality assurance. Furthermore, National Malaria Elimination Programmes should expand access to diagnostic kits and medicines and enforce mandatory glucose-6-phosphate dehydrogenase enzyme testing. Stakeholders identified health system barriers such as the lack of targeted interventions in high-risk groups in national policies, incomplete reporting from private sector, lack of experienced workforce for elimination, administrative constraints in supply chain, declining malaria funding from international donors, and poor compliance to regulations for malaria elimination. For malaria elimination in the GMS to succeed, comprehensive health system strengthening across all six building blocks is essential.</p><p><strong>Conclusions: </strong>National programmes must assess national health system readiness for malaria elimination to avoid inefficiencies, financial strain, and unattended gaps, using a systems thinking approach. This study also highlighted the importance of evaluating the national programmes from the perspective of health system needs and readiness for successful transitioning from control to elimination phase.</p>","PeriodicalId":48820,"journal":{"name":"Infectious Diseases of Poverty","volume":"15 1","pages":"18"},"PeriodicalIF":5.5,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12874713/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146120796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Confronting neglected tropical diseases: a moral and strategic imperative for global equity. 应对被忽视的热带病:全球公平的道义和战略要求。
IF 5.5 1区 医学 Pub Date : 2026-01-29 DOI: 10.1186/s40249-026-01414-z
Dirk Engels, Xiao-Nong Zhou

This editorial, published on the occasion of the World Neglected Tropical Diseases Day in 2026, highlights the persistent and pressing issue of neglected tropical diseases (NTDs) and their impact on global health equity. It argues that addressing NTDs is not only a moral imperative but also a strategic necessity for achieving global health security and advancing the Sustainable Development Goals (SDGs). The editorial emphasizes the need for integrating NTD control strategies with the SDGs to leverage synergies and maximize impact. For instance, improving water and sanitation (SDG 6) directly contributes to the prevention of schistosomiasis. Additionally, the Pandemic Agreement, co-signed by member countries of World Health Organization in 2025, provides an opportunity to mainstream NTDs into health security planning, ensuring resilience against future outbreaks. The editorial concludes by calling for sustained action and increased investment in research and development, One Health approaches, and policy coherence to embed NTDs in pandemic preparedness and universal health coverage agendas. Achieving a future free from NTDs is possible, but it requires unwavering commitment, collaboration, and equitable resource allocation.

这篇社论发表于2026年世界被忽视热带病日之际,强调了被忽视热带病这一持久而紧迫的问题及其对全球卫生公平的影响。报告认为,解决被忽视的热带病不仅是道义上的当务之急,也是实现全球卫生安全和推进可持续发展目标的战略需要。该社论强调需要将非传染性疾病控制战略与可持续发展目标结合起来,以发挥协同作用并最大限度地发挥影响。例如,改善水和卫生设施(可持续发展目标6)直接有助于预防血吸虫病。此外,由世界卫生组织成员国于2025年共同签署的《大流行协定》提供了一个机会,将被忽视的热带病纳入卫生安全规划的主流,确保抵御未来疫情的能力。社论最后呼吁采取持续行动,增加对研发的投资,采取“同一个健康”方针,并保持政策一致性,将被忽视的热带病纳入大流行防范和全民健康覆盖议程。实现一个没有被忽视热带病的未来是可能的,但这需要坚定的承诺、合作和公平的资源分配。
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引用次数: 0
Field implementation of the sterile insect technique against Aedes aegypti in Recife, Brazil: operational challenges and impact of release frequency on vector dynamics. 在巴西累西腓对埃及伊蚊实施昆虫不育技术:操作挑战和释放频率对媒介动力学的影响
IF 5.5 1区 医学 Pub Date : 2026-01-29 DOI: 10.1186/s40249-025-01393-7
Aline Taiane Macedo, Danilo O Carvalho, Maylen Gomez, Bianca Pires, Mirian Brito, Nilton Sousa, Aricia R P da Cruz, Helen Jamil Khoury, Jair F Virginio

Background: The sterile insect technique (SIT) is an environmentally friendly tool for suppressing Aedes aegypti populations. While promising in controlled settings, its application in large urban environments presents logistical and biological challenges. This trial focused on releasing sterile males, sent from a long-distance production facility to suppress the local mosquito population.

Methods: Sterile males of Ae. aegypti were mass-reared, irradiated, and transported 712.2 km from a central facility to Recife, Brazil. Releases were performed once (SIT 1 ×) or twice per week (SIT 2 ×). Entomological indices-including eggs/trap per day (ETD), hatch rate, induced sterility, and adult female abundance-were monitored through ovitraps and BG-Sentinel traps. Data were analyzed using generalized linear mixed models (GLMMs) and Bayesian time-series modeling (CausalImpact).

Results: Dose-response experiments established that pupae required 35 Gy and adults 65 Gy to achieve > 99% sterility, with no difference between gamma and X-ray sources. Adult sterilization was effective across 24-96 h post-emergence, facilitating operational flexibility. Handling and transport reduced flight ability by up to 35 percentage points, highlighting cumulative stress effects. In field trials, SIT 1 × yielded limited suppression, with ETD values remaining similar to or higher than those of the control. In contrast, SIT 2 × produced consistent suppression, reducing ETD by 39%, hatch rate by 33%, and female abundance by 51%.

Conclusions: In this study, increasing the release frequency was essential to achieve significant model outcomes, representing varying degrees of mild suppression of Ae. aegypti in a complex urban setting. In Addition, male handling, chilling, and transport emphasize the need to reduce the exposure to these parameters by improving the protocols. These results highlight key areas for scaling SIT within integrated vector management strategies in tropical urban settings.

背景:昆虫不育技术是一种环境友好的抑制埃及伊蚊种群的手段。虽然在受控环境中很有前景,但在大型城市环境中的应用带来了后勤和生物方面的挑战。这项试验的重点是释放从一个远距离生产设施送来的不育雄蚊,以抑制当地的蚊子数量。方法:选取不育雄白纹伊蚊。埃及伊蚊被大量饲养、辐照,并从一个中心设施运送到712.2公里外的巴西累西腓。每周一次(SIT 1 ×)或两次(SIT 2 ×)进行释放。通过诱卵器和BG-Sentinel诱捕器监测昆虫学指标,包括每天产卵/诱卵器(ETD)、孵化率、诱导不育和成虫丰度。数据分析采用广义线性混合模型(glmm)和贝叶斯时间序列模型(CausalImpact)。结果:剂量反应实验证实,蛹需要35 Gy,成虫需要65 Gy才能达到> 99%的不育,伽玛射线和x射线源之间没有差异。成人绝育在产后24-96小时内有效,提高了操作灵活性。处理和运输使飞行能力降低了35个百分点,突出了累积压力效应。在现场试验中,SIT 1 ×产生有限的抑制作用,其ETD值保持与对照组相似或更高。相比之下,SIT 2 ×产生一致的抑制,使ETD降低39%,孵化率降低33%,雌性丰度降低51%。结论:在本研究中,增加释放频率对于获得显著的模型结果至关重要,这代表了不同程度的Ae轻度抑制。埃及伊蚊在复杂的城市环境。此外,男性处理、冷藏和运输强调需要通过改进协议来减少这些参数的暴露。这些结果突出了在热带城市环境中综合病媒管理战略中扩大SIT规模的关键领域。
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引用次数: 0
Economic burden of dengue in Puerto Rico, 2010-2023. 2010-2023年波多黎各登革热的经济负担。
IF 5.5 1区 医学 Pub Date : 2026-01-27 DOI: 10.1186/s40249-026-01412-1
Daniel Camprubí-Ferrer, Maile B Thayer, Zachary J Madewell, J Mac McCullough, Liliana Sánchez-González, Aidsa Rivera, Janice Perez-Padilla, Dania M Rodriguez, Jomil Torres Aponte, Michael A Johansson, Gabriela Paz-Bailey, Vanessa Rivera-Amill, Melissa Marzan-Rodriguez, Laura E Adams

Background: Dengue remains a major public health challenge, particularly in endemic areas like Puerto Rico, where its economic burden is substantial. This study aimed to update the economic burden of dengue in Puerto Rico using recent data from patients, hospitals, and insurance companies, providing a clearer picture of the current situation. We estimated the total number of dengue cases with fever who sought care by adjusting for underreporting through a robust statistical framework linking island-wide passive surveillance data to sentinel acute febrile illness surveillance.

Methods: We obtained cost data from hospitals and conducted interviews with a random sample of people diagnosed with dengue (n = 101) from December 2021-November 2022, collecting detailed information on direct medical costs, non-medical costs, and indirect costs. We analyzed median, epidemic and long-term dengue incidence patterns from 2010-2023. We conducted a cost-of-illness analysis using Bayesian multiplier methods to adjust for underreporting, followed by a bottom-up costing approach during a typical median incidence year and an epidemic year to illustrate the current economic burden of dengue in Puerto Rico.

Results: In the median incidence year (2014), from 597 reported dengue cases we estimated 4500 [95% credible interval (95% CrI): 3700-5400] outpatient and 3900 (95% CrI: 3200-4700) hospitalized cases. During an epidemic year (2010), these figures rose substantially from the reported 10,359 dengue cases to an estimated 77,300 (95% CrI: 64,600-93,200) outpatient and 67,300 (95% CrI: 56,100-81,700) hospitalized cases. The median cost per hospitalized dengue case was 5200 USD for children and USD 6800 for adults, while outpatient costs were 2300 USD for children and 2700 USD for adults. Direct medical costs and indirect costs constituted the largest share of total costs. The total economic burden was 1.1 billion USD (95% CrI: 785 million-1.6 billion) during the epidemic year, compared to 62.7 million USD (95% CrI: 45.9-95.4 million) in the median incidence year.

Conclusions: These findings highlight the considerable financial strain of dengue, particularly during epidemics, and underscore the urgent need for enhanced resource allocation, effective prevention strategies, and policy interventions to mitigate the economic impact of future outbreaks.

背景:登革热仍然是一项重大的公共卫生挑战,特别是在波多黎各等流行地区,其经济负担沉重。本研究旨在利用来自患者、医院和保险公司的最新数据,更新波多黎各登革热的经济负担,提供当前情况的更清晰图景。我们通过将全岛被动监测数据与前哨急性发热性疾病监测联系起来的强大统计框架,对漏报进行调整,估计了寻求治疗的登革热发热病例总数。方法:在2021年12月至2022年11月期间,我们从医院获取成本数据,并对诊断为登革热的随机样本(n = 101)进行访谈,收集直接医疗成本、非医疗成本和间接成本的详细信息。我们分析了2010-2023年登革热的中位、流行和长期发病率模式。我们使用贝叶斯乘数法进行了疾病成本分析,以调整漏报,然后在典型的中位发病年和流行年采用自下而上的成本计算方法,以说明波多黎各目前登革热的经济负担。结果:在中位发病年(2014年),从597例报告的登革热病例中,我们估计门诊病例为4500例[95%可信区间(95% CrI): 3700-5400],住院病例为3900例(95% CrI: 3200-4700)。在流行年份(2010年),这些数字从报告的10,359例登革热病例大幅上升到估计的77,300例门诊病例(95% CrI: 64,600-93,200)和67,300例住院病例(95% CrI: 56,100-81,700)。每个住院登革热病例的中位数费用为儿童5200美元,成人6800美元,而门诊费用为儿童2300美元,成人2700美元。直接医疗费用和间接费用占总费用的最大份额。疫情年的总经济负担为11亿美元(95% CrI: 7.85亿- 16亿),而中位发病年的总经济负担为6270万美元(95% CrI: 4590万- 9540万)。结论:这些发现突出了登革热的巨大财政压力,特别是在流行期间,并强调迫切需要加强资源分配,有效的预防战略和政策干预,以减轻未来疫情的经济影响。
{"title":"Economic burden of dengue in Puerto Rico, 2010-2023.","authors":"Daniel Camprubí-Ferrer, Maile B Thayer, Zachary J Madewell, J Mac McCullough, Liliana Sánchez-González, Aidsa Rivera, Janice Perez-Padilla, Dania M Rodriguez, Jomil Torres Aponte, Michael A Johansson, Gabriela Paz-Bailey, Vanessa Rivera-Amill, Melissa Marzan-Rodriguez, Laura E Adams","doi":"10.1186/s40249-026-01412-1","DOIUrl":"10.1186/s40249-026-01412-1","url":null,"abstract":"<p><strong>Background: </strong>Dengue remains a major public health challenge, particularly in endemic areas like Puerto Rico, where its economic burden is substantial. This study aimed to update the economic burden of dengue in Puerto Rico using recent data from patients, hospitals, and insurance companies, providing a clearer picture of the current situation. We estimated the total number of dengue cases with fever who sought care by adjusting for underreporting through a robust statistical framework linking island-wide passive surveillance data to sentinel acute febrile illness surveillance.</p><p><strong>Methods: </strong>We obtained cost data from hospitals and conducted interviews with a random sample of people diagnosed with dengue (n = 101) from December 2021-November 2022, collecting detailed information on direct medical costs, non-medical costs, and indirect costs. We analyzed median, epidemic and long-term dengue incidence patterns from 2010-2023. We conducted a cost-of-illness analysis using Bayesian multiplier methods to adjust for underreporting, followed by a bottom-up costing approach during a typical median incidence year and an epidemic year to illustrate the current economic burden of dengue in Puerto Rico.</p><p><strong>Results: </strong>In the median incidence year (2014), from 597 reported dengue cases we estimated 4500 [95% credible interval (95% CrI): 3700-5400] outpatient and 3900 (95% CrI: 3200-4700) hospitalized cases. During an epidemic year (2010), these figures rose substantially from the reported 10,359 dengue cases to an estimated 77,300 (95% CrI: 64,600-93,200) outpatient and 67,300 (95% CrI: 56,100-81,700) hospitalized cases. The median cost per hospitalized dengue case was 5200 USD for children and USD 6800 for adults, while outpatient costs were 2300 USD for children and 2700 USD for adults. Direct medical costs and indirect costs constituted the largest share of total costs. The total economic burden was 1.1 billion USD (95% CrI: 785 million-1.6 billion) during the epidemic year, compared to 62.7 million USD (95% CrI: 45.9-95.4 million) in the median incidence year.</p><p><strong>Conclusions: </strong>These findings highlight the considerable financial strain of dengue, particularly during epidemics, and underscore the urgent need for enhanced resource allocation, effective prevention strategies, and policy interventions to mitigate the economic impact of future outbreaks.</p>","PeriodicalId":48820,"journal":{"name":"Infectious Diseases of Poverty","volume":"15 1","pages":"15"},"PeriodicalIF":5.5,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12837138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating the diagnostic accuracy of clinical judgement and rapid tests for leptospirosis in the Philippines: implications for public health management. 评估菲律宾钩端螺旋体病临床判断和快速检测的诊断准确性:对公共卫生管理的影响。
IF 5.5 1区 医学 Pub Date : 2026-01-22 DOI: 10.1186/s40249-026-01413-0
Benjie Clemente, Peyman Ghoraishizadeh, Kween Saimuang, Sukhonta Limsampan, Patcharapan Suwannin, Edilberto Manahan, Kulachart Jangpatarapongsa

Background: Leptospirosis is endemic in the Philippines; however, its diagnosis remains challenging because of the lack of rapid and accurate diagnostic tools for detecting infection. Physicians must therefore resort to diagnosing leptospirosis through their clinical judgement, and this often results in under- or overestimation of cases. This study aimed to assess and compare the diagnostic accuracy of physicians' clinical judgement and commercially available rapid test kits for leptospirosis against reference methods such as the microscopic agglutination test (MAT) and real-time polymerase chain reaction (qPCR) in the Philippines.

Methods: A total of 127 serum samples were collected from patients suspected to have leptospirosis at three hospitals in the Philippines from August to December 2024. Rapid test kit results and final diagnoses were retrieved from the patients' charts. MAT was performed on all the samples as a confirmatory method. Moreover, qPCR was performed on 30 randomly selected samples to increase the sensitivity of the reference standard. Sensitivity, specificity, positive and negative predictive values, and 95% confidence intervals were computed to determine the accuracy of both clinical judgement and rapid tests.

Results: Among the 75 MAT-confirmed leptospirosis cases, approximately 24.0% were misdiagnosed as other febrile illnesses, such as dengue and typhoid fever, on the basis of clinical judgement, whereas 67.3% of the 52 MAT-negative patients were falsely diagnosed with leptospirosis. Overall, clinical judgement demonstrated high sensitivity (76.0%) but low specificity (33.7%), indicating possible overdiagnosis. The rapid test kits used in the laboratory exhibited significantly lower sensitivity (42.7%) but higher specificity (82.7%), suggesting a high probability of false-negative results. When qPCR was used in conjunction with these methods, relatively similar results were obtained.

Conclusions: These findings highlight the diagnostic limitations in detecting leptospirosis in the Philippines, where laboratory testing options remain limited and inaccurate, resulting in physicians often relying on their clinical judgement. Misdiagnosis, whether through clinical judgement or rapid testing, could lead to inappropriate patient management, increased morbidity, and underestimation of leptospirosis incidence.

背景:钩端螺旋体病在菲律宾流行;然而,由于缺乏检测感染的快速准确的诊断工具,其诊断仍然具有挑战性。因此,医生必须通过他们的临床判断来诊断钩端螺旋体病,这往往导致对病例的低估或高估。本研究旨在评估和比较菲律宾医生的临床判断和市售快速检测试剂盒对钩端螺旋体病的诊断准确性,以及显微镜凝集试验(MAT)和实时聚合酶链反应(qPCR)等参考方法。方法:于2024年8月至12月在菲律宾3家医院采集疑似钩端螺旋体病患者血清样本127份。快速检测试剂盒结果和最终诊断从患者的图表中检索。对所有样品进行MAT作为确认方法。随机选取30份样品进行qPCR检测,提高参比标准品的灵敏度。计算敏感性、特异性、阳性和阴性预测值以及95%置信区间,以确定临床判断和快速检测的准确性。结果:在75例经mat确诊的钩端螺旋体病患者中,根据临床判断误诊为登革热、伤寒等其他发热性疾病的比例约为24.0%,而在52例mat阴性患者中,被误诊为钩端螺旋体病的比例为67.3%。总体而言,临床判断敏感性高(76.0%),特异性低(33.7%),提示可能存在过度诊断。实验室使用的快速检测试剂盒灵敏度明显较低(42.7%),但特异性较高(82.7%),提示假阴性结果的概率很高。当qPCR与这些方法结合使用时,得到了相对相似的结果。结论:这些发现突出了菲律宾检测钩端螺旋体病的诊断局限性,那里的实验室检测选择仍然有限且不准确,导致医生往往依赖于他们的临床判断。误诊,无论是通过临床判断还是快速检测,都可能导致患者管理不当、发病率增加和对钩端螺旋体病发病率的低估。
{"title":"Evaluating the diagnostic accuracy of clinical judgement and rapid tests for leptospirosis in the Philippines: implications for public health management.","authors":"Benjie Clemente, Peyman Ghoraishizadeh, Kween Saimuang, Sukhonta Limsampan, Patcharapan Suwannin, Edilberto Manahan, Kulachart Jangpatarapongsa","doi":"10.1186/s40249-026-01413-0","DOIUrl":"10.1186/s40249-026-01413-0","url":null,"abstract":"<p><strong>Background: </strong>Leptospirosis is endemic in the Philippines; however, its diagnosis remains challenging because of the lack of rapid and accurate diagnostic tools for detecting infection. Physicians must therefore resort to diagnosing leptospirosis through their clinical judgement, and this often results in under- or overestimation of cases. This study aimed to assess and compare the diagnostic accuracy of physicians' clinical judgement and commercially available rapid test kits for leptospirosis against reference methods such as the microscopic agglutination test (MAT) and real-time polymerase chain reaction (qPCR) in the Philippines.</p><p><strong>Methods: </strong>A total of 127 serum samples were collected from patients suspected to have leptospirosis at three hospitals in the Philippines from August to December 2024. Rapid test kit results and final diagnoses were retrieved from the patients' charts. MAT was performed on all the samples as a confirmatory method. Moreover, qPCR was performed on 30 randomly selected samples to increase the sensitivity of the reference standard. Sensitivity, specificity, positive and negative predictive values, and 95% confidence intervals were computed to determine the accuracy of both clinical judgement and rapid tests.</p><p><strong>Results: </strong>Among the 75 MAT-confirmed leptospirosis cases, approximately 24.0% were misdiagnosed as other febrile illnesses, such as dengue and typhoid fever, on the basis of clinical judgement, whereas 67.3% of the 52 MAT-negative patients were falsely diagnosed with leptospirosis. Overall, clinical judgement demonstrated high sensitivity (76.0%) but low specificity (33.7%), indicating possible overdiagnosis. The rapid test kits used in the laboratory exhibited significantly lower sensitivity (42.7%) but higher specificity (82.7%), suggesting a high probability of false-negative results. When qPCR was used in conjunction with these methods, relatively similar results were obtained.</p><p><strong>Conclusions: </strong>These findings highlight the diagnostic limitations in detecting leptospirosis in the Philippines, where laboratory testing options remain limited and inaccurate, resulting in physicians often relying on their clinical judgement. Misdiagnosis, whether through clinical judgement or rapid testing, could lead to inappropriate patient management, increased morbidity, and underestimation of leptospirosis incidence.</p>","PeriodicalId":48820,"journal":{"name":"Infectious Diseases of Poverty","volume":"15 1","pages":"14"},"PeriodicalIF":5.5,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12825197/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular identification of hookworm infection in humans, dogs and cats in Lao People's Democratic Republic. 老挝人民民主共和国人、狗和猫钩虫感染的分子鉴定。
IF 5.5 1区 医学 Pub Date : 2026-01-20 DOI: 10.1186/s40249-025-01403-8
Somphou Sayasone, Chomseng Norkhankham, Sysouphanh Many, Anousin Homsana, Tawin Inpankaew, Peter Odermatt

Background: Hookworm infection remains a major public health concern in the Lao People's Democratic Republic (Lao PDR), where it is endemic nationwide and particularly prevalent in remote communities. However, information regarding species-specific identification is limited. This study aimed to determine the prevalence of hookworm infection and identify the infecting species among humans, dogs, and cats in both northern and southern regions of the Lao PDR.

Methods: A cross-sectional study was conducted between May and July 2023 in Luangprabang Province (northern Lao PDR) and Champasak Province (southern Lao PDR). All residents aged 18 years and older who were present during the survey period and met the inclusion criteria were enrolled. In addition, dogs and cats owned by enrolled participants and/or their household members were included. Hookworm infection was detected by identifying eggs in preserved stool samples using the formalin-ethyl acetate concentration technique (FECT). Species identification was performed using polymerase chain reaction (PCR) targeting the internal transcribed spacer (ITS) region to amplify Necator americanus (485 bp) and Ancylostoma spp. (380 bp), followed by sequencing analysis of stool samples preserved in 70% ethanol. Descriptive statistics summarized hookworm prevalence in humans, dogs, and cats. Chi-square, Wilcoxon rank-sum, and Kruskal-Wallis tests compared rates and means, with significance defined as P < 0.05.

Results: A total of 382 human participants, along with 37 dogs and 9 cats, completed all study procedures and were included in the analysis. Examination of preserved stool samples using FECT detected hookworm infection in 24.1% of humans (southern region: 36.6%; northern region: 11.8%) and in 76.1% of dogs and cats combined, with the highest prevalence observed in the southern region (92.6%). Molecular analysis identified N. americanus as the predominant species in humans (64.6%), followed by A. ceylanicum (20.5%). Among dogs and cats, N. americanus and A. caninum were each detected in 39.1% of samples, while A. ceylanicum accounted for 13.0%.

Conclusions: This study demonstrates a high prevalence of zoonotic hookworm infections in humans, dogs, and cats, highlighting the potential for interspecies transmission that complicates current prevention and control measures. Implementation of integrated control strategies-such as the One Health approach-that simultaneously address human and animal reservoirs is essential for achieving effective and sustainable hookworm control in the Lao PDR.

背景:钩虫感染仍然是老挝人民民主共和国(老挝人民民主共和国)的一个主要公共卫生问题,它在全国范围内流行,在偏远社区尤其普遍。然而,关于物种特异性鉴定的信息有限。本研究旨在确定老挝人民民主共和国北部和南部地区人类、狗和猫中钩虫感染的流行情况,并确定感染物种。方法:于2023年5月至7月在老挝人民民主共和国北部琅勃拉邦省和老挝人民民主共和国南部占巴塞省进行横断面研究。所有年龄在18岁及以上、在调查期间在场且符合纳入标准的居民均被纳入。此外,参与者和/或其家庭成员拥有的狗和猫也被包括在内。采用福尔马林-乙酸乙酯浓缩技术(FECT)对保存的粪便标本进行虫卵鉴定,检测钩虫感染。利用内部转录间隔区(ITS)聚合酶链反应(PCR)扩增Necator americanus (485 bp)和Ancylostoma spp. (380 bp),并对70%乙醇保存的粪便样本进行测序分析。描述性统计总结了钩虫在人类、狗和猫中的流行情况。卡方检验、Wilcoxon秩和检验和Kruskal-Wallis检验比较了比率和平均值,显著性定义为P。结果:共有382名人类参与者、37只狗和9只猫完成了所有研究程序,并被纳入分析。使用FECT检查保存的粪便样本,检测到24.1%的人(南部地区:36.6%;北部地区:11.8%)和76.1%的狗和猫感染钩虫,南部地区的患病率最高(92.6%)。分子分析结果显示,美洲蜱(64.6%)是人类的优势种,其次是球兰蜱(20.5%)。在狗和猫中,检出美洲蜱和犬蜱分别为39.1%和13.0%。结论:本研究表明人畜共患钩虫感染在人类、狗和猫中高度流行,突出了种间传播的可能性,使当前的预防和控制措施复杂化。在老挝人民民主共和国实现有效和可持续的钩虫控制至关重要的是实施综合控制战略,如“同一健康”方针,同时处理人类和动物宿主。
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引用次数: 0
Microclimates, land cover, and socioeconomic vulnerability shape Anopheles hotspots in Maryland, USA. 美国马里兰州的小气候、土地覆盖和社会经济脆弱性形成了按蚊热点地区。
IF 5.5 1区 医学 Pub Date : 2026-01-20 DOI: 10.1186/s40249-025-01407-4
Chibuike Chiedozie Ibebuchi, Somtochukwu Stella Onwah, Itohan-Osa Abu

Background: Anopheles mosquitoes pose notable public health concerns as competent vectors of malaria and other diseases. Although malaria is no longer endemic in the United States, recent locally acquired cases in states including Maryland highlight the need to better understand Anopheles dynamics in the region. This study aimed to identify geographic hotspots of Anopheles presence in Maryland and evaluate how land cover, microclimatic conditions, and socioeconomic vulnerability shape their spatial and temporal distribution.

Methods: Monthly Anopheles occurrence data (1999-2024) from Global Biodiversity Information Facility (GBIF) were aggregated at county and Census Block Group (CBG) scales. Counties were ranked by mean annual presence to identify hotspots. Associations with land cover, microclimatic, and socioeconomic conditions were assessed using Spearman's rank correlation (ρ; P < 0.05). At the CBG scale, significantly correlated variables (|ρ| ≥ 0.25) were used to fit an Extreme Gradient Boosting model to quantify the relative importance of environmental and socioeconomic predictors. Spatial dependence was addressed through blocked cross-validation, and model interpretability was evaluated with SHapley Additive exPlanations (SHAP) values.

Results: Prince George's and Anne Arundel Counties emerged as primary hotspots of presence with highest observer effort during the analysis period. Seasonal analysis revealed an annual cycle, with peak presence from May to September, coinciding with warmer conditions favorable to vector proliferation. SHAP analysis at the CBG-scale identified habitat availability as the most influential predictor (33.1% of total model impact for low impervious surface percentage) with woody wetland emerging as the most preferred habitat; followed by humid conditions (24.6%), and low elevation (18.2%). Notably, cooler and more humid microclimates within the warm season provide optimal habitat, reflecting fine-scale environmental controls on Anopheles distribution. Therefore, CBG-level analysis within Prince George's County revealed a negative correlation between Area Deprivation Index and Anopheles presence (ρ = -0.35), indicating fine-scale ecological drivers-such as woody wetland habitat, low impervious surface, and humid cooler microclimates-more prevalent in affluent suburban residential neighborhoods.

Conclusions: This study demonstrates that fine-scale habitat characteristics and warm-season microclimates structure Anopheles mosquito presence in Maryland. These insights support more spatially targeted vector control and improved public health surveillance strategies.

背景:按蚊作为疟疾和其他疾病的媒介,引起了显著的公共卫生问题。虽然疟疾在美国不再流行,但最近在马里兰州等州发生的本地感染病例突出表明,需要更好地了解该地区按蚊的动态。本研究旨在确定马里兰州按蚊存在的地理热点,并评估土地覆盖、小气候条件和社会经济脆弱性对其时空分布的影响。方法:对全球生物多样性信息设施(GBIF) 1999-2024年每月按蚊发生数据进行汇总,按县和普查区(CBG)的尺度进行统计。各县按年平均存在率进行排名,以确定热点地区。使用Spearman秩相关(ρ; P)评估了与土地覆盖、小气候和社会经济条件的关联。结果:在分析期间,乔治王子县和安妮阿伦德尔县成为存在的主要热点,观察者的努力最高。季节分析显示,年周期,高峰出现在5月至9月,与有利于媒介增殖的温暖条件相一致。在cbg尺度上的SHAP分析发现,栖息地可用性是最具影响力的预测因子(占低不透水面百分比总模型影响的33.1%),而木本湿地是最受欢迎的栖息地;其次是潮湿(24.6%)和低海拔(18.2%)。值得注意的是,温暖季节较凉爽和湿润的小气候提供了最佳栖息地,反映了对按蚊分布的精细环境控制。因此,乔治王子县的cbg水平分析显示,区域剥夺指数与按蚊存在呈负相关(ρ = -0.35),表明精细尺度的生态驱动因素——如木本湿地栖息地、低不透水面和潮湿较冷的小气候——在富裕的郊区住宅区更为普遍。结论:本研究揭示了马里兰州按蚊的精细生境特征和暖季小气候结构。这些见解支持更具空间针对性的病媒控制和改进的公共卫生监测战略。
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Infectious Diseases of Poverty
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