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Geospatial health2024; 19(1); doi: 10.4081/gh.2024.1253

Spatial clusters of human and livestock anthrax define high-risk areas requiring intervention in Lao Cai Province, Vietnam 1991-2022.

Abstract: Anthrax, a widespread zoonosis in low and middle-income countries with low disease awareness and insufficient livestock vaccination coverage, has been known in Lao Cai Province in northern Vietnam for years before its apparent absence in 2009, which requires investigation as this infection is frequently reported from neighbouring provinces and countries. We aimed to describe the seasonal patterns of anthrax (1991-2008), compare livestock anthrax vaccine coverage to disease occurrence (1991- 2022), and delineate the high-risk areas to inform local disease surveillance in the province. We illustrated the seasonal pattern of anthrax and provided a comparison between livestock vaccine coverage and disease occurrence by purely spatial SaTScan (Poisson model, 25% population at risk) to detect spatial clusters of human and livestock anthrax using population derived from zonal statistics routines. The number of cases, crude cumulative incidence, and spatial clusters of human and livestock anthrax were mapped in QGIS. Results indicate peak anthrax incidence from May to October. Buffalo, domestic cattle, and horses accounted for 75% of total animal cases. Horse anthrax was more common in Lao Cai than in its neighbours and often occurred in years with human mortality. Vaccination covered less than 30% of the livestock population. We found an apparent pattern where anthrax was controlled from 1998-2003 with higher vaccine coverage (>20%) and identified spatial clusters of human and livestock anthrax in Muong Khuong, Bao Thang, and Bac Ha districts of Lao Cai. The local public health and veterinary agencies are recommended to revisit the high-risk areas and communicate with neighbouring provinces for a regional approach to anthrax surveillance and control.
Publication Date: 2024-04-15 PubMed ID: 38619397DOI: 10.4081/gh.2024.1253Google Scholar: Lookup
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  • Journal Article
  • Research Support
  • U.S. Gov't
  • Non-P.H.S.

Summary

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Overview

  • This study examined the patterns and spatial clusters of human and livestock anthrax in Lao Cai Province, Vietnam from 1991 to 2022.
  • The research identified seasonal peaks, vaccination coverage gaps, and high-risk areas needing targeted interventions to better control and prevent anthrax outbreaks.

Introduction and Background

  • Anthrax is a zoonotic disease, meaning it can be transmitted from animals to humans.
  • It is especially prevalent in low and middle-income countries, where disease awareness is low and livestock vaccination coverage is generally insufficient.
  • Lao Cai Province in northern Vietnam has a history of anthrax cases but experienced an apparent absence of reported cases in 2009, despite neighboring regions continuing to report infections.
  • The study was motivated by the need to understand the disease trends in this province, assess vaccination efficacy, and identify areas that require focused control efforts.

Objectives of the Study

  • Describe the seasonal pattern of anthrax outbreaks between 1991 and 2008 in Lao Cai.
  • Compare livestock anthrax vaccine coverage to the actual disease occurrence from 1991 to 2022.
  • Delineate spatial clusters or high-risk areas for human and livestock anthrax to guide enhanced local disease surveillance and control measures.

Methodology

  • Data Collection:
    • Anthrax case data for humans and livestock collected from 1991 to 2022.
    • Livestock vaccine coverage data spanning the same period.
  • Seasonal Analysis:
    • Examined temporal distribution of cases and identified peak months of incidence.
  • Spatial Analysis:
    • Used SaTScan software with a Poisson model considering 25% of the population at risk to detect spatial clusters of anthrax cases.
    • Population data was derived using zonal statistics routines.
    • Generated maps of cumulative incidence and case counts for both human and livestock anthrax using QGIS geographic information system software.

Key Findings

  • Seasonality:
    • Anthrax incidence peaked between May and October each year.
  • Animal Reservoirs:
    • Buffalo, domestic cattle, and horses accounted for 75% of anthrax cases in animals.
    • Horse anthrax was particularly more common in Lao Cai compared to neighboring provinces and often coincided with years of human anthrax deaths.
  • Vaccination Coverage:
    • Livestock vaccination coverage was consistently low, under 30% across the province.
    • Years with better control of anthrax (1998-2003) coincided with increased vaccine coverage above 20%.
  • Spatial Clusters:
    • Significant clusters of both human and livestock anthrax were detected in three districts: Muong Khuong, Bao Thang, and Bac Ha.
    • These areas represent high-risk zones requiring focused surveillance and intervention.

Implications and Recommendations

  • The study underscores the need for sustained and improved vaccination programs targeting livestock to reduce incidence.
  • Public health and veterinary authorities should concentrate efforts on the identified high-risk districts with enhanced surveillance and targeted interventions.
  • Coordination and communication should be established with neighboring provinces to adopt a regional approach for anthrax control due to the transboundary nature of the disease.
  • Increasing public awareness and education about anthrax risks and prevention strategies is also essential.

Conclusion

  • The research successfully mapped the seasonal and spatial characteristics of anthrax in Lao Cai Province over three decades.
  • It identified critical gaps in vaccination and pinpointed districts with recurrent outbreaks, emphasizing priority areas for intervention.
  • Overall, the findings support integrated surveillance, improved vaccine coverage, and regional cooperation as effective measures to control anthrax in this endemic area.

Cite This Article

APA
Luong T, Tran MH, Pham BU, Metrailer MC, Pham VK, Nguyen HL, Pham TL, Tran TMH, Pham QT, Hoang TTH, Blackburn JK. (2024). Spatial clusters of human and livestock anthrax define high-risk areas requiring intervention in Lao Cai Province, Vietnam 1991-2022. Geospat Health, 19(1). https://doi.org/10.4081/gh.2024.1253

Publication

ISSN: 1970-7096
NlmUniqueID: 101302943
Country: Italy
Language: English
Volume: 19
Issue: 1

Researcher Affiliations

Luong, Tan
  • Spatial Epidemiology and Ecology Research Laboratory (SEER Lab), Department of Geography, University of Florida, Gainesville, Florida, United States; Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States; National Institute of Hygiene and Epidemiology, Hanoi. tluong1@ufl.edu.
Tran, Minh Hieu
  • Provincial Center for Disease Control, Lao Cai City, Lao Cai province. hieudichte@gmail.com.
Pham, Ba Uyen
  • Lao Cai Provincial Sub-Department of Animal Husbandry and Animal Health, Lao Cai City, Lao Cai province. pbuyen-snnptnt@laocai.gov.vn.
Metrailer, Morgan C
  • Spatial Epidemiology and Ecology Research Laboratory (SEER Lab), Department of Geography, University of Florida, Gainesville, Florida, United States; Emerging Pathogens Institute, University of Florida, Gainesville, Florida. morgan.metrailer@ufl.edu.
Pham, Van Khang
  • National Institute of Hygiene and Epidemiology, Hanoi. ykhang.pmd@gmail.com.
Nguyen, Hoai Linh
  • National Institute of Hygiene and Epidemiology, Hanoi, Vietnam. hoailinhnguyen.1026@gmail.com.
Pham, Thanh Long
  • Department of Animal Health, Ministry of Agriculture and Rural Development, Hanoi. ptlong.vndah@gmail.com.
Tran, Thi Mai Hung
  • National Institute of Hygiene and Epidemiology, Hanoi, Vietnam. ttmh@nihe.org.vn.
Pham, Quang Thai
  • National Institute of Hygiene and Epidemiology, Hanoi, Vietnam; School of Preventive Medicine and Public Health, Hanoi Medical University, Hanoi. pqt@nihe.org.vn.
Hoang, Thi Thu Ha
  • National Institute of Hygiene and Epidemiology, Hanoi. htth@nihe.org.vn.
Blackburn, Jason K
  • Spatial Epidemiology and Ecology Research Laboratory (SEER Lab), Department of Geography, University of Florida, Gainesville, Florida, United States; Emerging Pathogens Institute, University of Florida, Gainesville, Florida. jkblackburn@ufl.edu.

MeSH Terms

  • Humans
  • Cattle
  • Animals
  • Horses
  • Anthrax / epidemiology
  • Anthrax / veterinary
  • Livestock
  • Laos
  • Vietnam / epidemiology
  • Vaccines

Citations

This article has been cited 1 times.
  1. Rudolph FJ, Luong TM, Do TM, Trinh VB, Pham BU, Hoang MD, Pham AH, Lu VT, Pham VK, Pham TL, Pham QT, Hoang TTH, Tran TMH, Gomez JP, Ponciano JM, Blackburn JK. Modeling the impact of anthrax vaccination on buffalo outbreak dynamics in northern Vietnam.. One Health 2026 Jun;22:101294.
    doi: 10.1016/j.onehlt.2025.101294pubmed: 41502779google scholar: lookup