{"title":"Spatial Patterns of Dengue Incidence in Nepal During Record Outbreaks in 2022 and 2023: Implications for Public Health Interventions.","authors":"Simrik Bhandari, Jason K Blackburn, Sadie J Ryan","doi":"10.4269/ajtmh.24-0747","DOIUrl":null,"url":null,"abstract":"<p><p>Dengue, which was first reported as a travel case in Nepal in 2004, was initially confined to the lower plains but has spread to higher elevations. Large outbreaks in 2022 and 2023 (54,784 and 51,243 cases, respectively), reached every district (n = 77). We calculated the district-wise incidence for 2022 and 2023 by digitizing case data from Nepal's Ministry of Health and Population and 2021 census data from the National Statistics Office. The incidence and peak incidence months for each year were mapped, and spatial clusters (hotspots and cold spots) and outliers of incidence rates were identified using Local Moran's I. In 2022, district-wise peak cases occurred from August to October. One hotspot (high-high cluster), with high values surrounded by high-value neighbors, including six districts around Kathmandu, and one cold spot (low-low cluster), with low values surrounded by low-value neighbors, comprising eight high-elevation districts in Nepal's northwest region were identified. In 2023, cases peaked from March to November, indicating more distributed peaks that started earlier; hotspots shifted to the north-central and eastern regions, and a low-high outlier district in the central region was identified. Identifying the timing of peaks and spatial clusters of dengue incidence can inform targeted management, thereby improving effectiveness and cost-efficiency. A baseline examination of recent dengue incidence in Nepal, highlighting timing and spatial clustering in incidence, is provided in this study. The mountainous northwest cold spots align with expectations of fewer mosquitoes because of the geography and climate. However, the 2022 dengue incidence peaked across all 77 districts in 3 months, suggesting that ecological and climatic factors may no longer be effective barriers.</p>","PeriodicalId":7752,"journal":{"name":"American Journal of Tropical Medicine and Hygiene","volume":" ","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Tropical Medicine and Hygiene","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.4269/ajtmh.24-0747","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
Abstract
Dengue, which was first reported as a travel case in Nepal in 2004, was initially confined to the lower plains but has spread to higher elevations. Large outbreaks in 2022 and 2023 (54,784 and 51,243 cases, respectively), reached every district (n = 77). We calculated the district-wise incidence for 2022 and 2023 by digitizing case data from Nepal's Ministry of Health and Population and 2021 census data from the National Statistics Office. The incidence and peak incidence months for each year were mapped, and spatial clusters (hotspots and cold spots) and outliers of incidence rates were identified using Local Moran's I. In 2022, district-wise peak cases occurred from August to October. One hotspot (high-high cluster), with high values surrounded by high-value neighbors, including six districts around Kathmandu, and one cold spot (low-low cluster), with low values surrounded by low-value neighbors, comprising eight high-elevation districts in Nepal's northwest region were identified. In 2023, cases peaked from March to November, indicating more distributed peaks that started earlier; hotspots shifted to the north-central and eastern regions, and a low-high outlier district in the central region was identified. Identifying the timing of peaks and spatial clusters of dengue incidence can inform targeted management, thereby improving effectiveness and cost-efficiency. A baseline examination of recent dengue incidence in Nepal, highlighting timing and spatial clustering in incidence, is provided in this study. The mountainous northwest cold spots align with expectations of fewer mosquitoes because of the geography and climate. However, the 2022 dengue incidence peaked across all 77 districts in 3 months, suggesting that ecological and climatic factors may no longer be effective barriers.
期刊介绍:
The American Journal of Tropical Medicine and Hygiene, established in 1921, is published monthly by the American Society of Tropical Medicine and Hygiene. It is among the top-ranked tropical medicine journals in the world publishing original scientific articles and the latest science covering new research with an emphasis on population, clinical and laboratory science and the application of technology in the fields of tropical medicine, parasitology, immunology, infectious diseases, epidemiology, basic and molecular biology, virology and international medicine.
The Journal publishes unsolicited peer-reviewed manuscripts, review articles, short reports, images in Clinical Tropical Medicine, case studies, reports on the efficacy of new drugs and methods of treatment, prevention and control methodologies,new testing methods and equipment, book reports and Letters to the Editor. Topics range from applied epidemiology in such relevant areas as AIDS to the molecular biology of vaccine development.
The Journal is of interest to epidemiologists, parasitologists, virologists, clinicians, entomologists and public health officials who are concerned with health issues of the tropics, developing nations and emerging infectious diseases. Major granting institutions including philanthropic and governmental institutions active in the public health field, and medical and scientific libraries throughout the world purchase the Journal.
Two or more supplements to the Journal on topics of special interest are published annually. These supplements represent comprehensive and multidisciplinary discussions of issues of concern to tropical disease specialists and health issues of developing countries