Evidence map›Paper›PMID 37343007›Full record

ArticlePLoS neglected tropical diseases2023

Antivenom access impacts severity of Brazilian snakebite envenoming: A geographic information system analysis.

Julia Elizabeth Isaacson, Jinny Jing Ye, Lincoln Luís Silva, Thiago Augusto Hernandes Rocha, Luciano de Andrade, Joao Felipe Hermann Costa Scheidt, Fan Hui Wen, Jacqueline Sachett, Wuelton Marcelo Monteiro, Catherine Ann Staton and 2 more

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. SERPENT-Brasil: a technological tool for snakebite management.Revista panamericana de salud publica = Pan American journal of public health · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Julia Elizabeth IsaacsonDuke University School of Medicine, Durham, North Carolina, United States of America.
Jinny Jing YeDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.
Lincoln Luís SilvaDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.
Thiago Augusto Hernandes RochaDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.
Luciano de AndradeDepartment of Medicine, State University of Maringá, Maringá, Paraná, Brazil.
Joao Felipe Hermann Costa ScheidtDepartment of Medicine, State University of Maringá, Maringá, Paraná, Brazil.
Fan Hui WenAntivenom Production Section, Butantan Institute, São Paulo, São Paulo, Brazil.
Jacqueline SachettSchool of Health Sciences, University of Amazonas State, Manaus, Amazonas, Brazil.
Wuelton Marcelo MonteiroSchool of Health Sciences, University of Amazonas State, Manaus, Amazonas, Brazil.
Catherine Ann StatonDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.
Joao Ricardo Nickenig VissociDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.ORCID 0000-0001-7276-0402
Charles John GerardoDepartment of Emergency Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America.

Funding

Using community health centers to mitigate the impact of snakebite envenoming in low resource areasR21TW011944 · FIC · DUKE UNIVERSITY · PI GERARDO, CHARLES JOHN · 2021 to 2022
$534k
FIC NIH HHS R21 TW011944
6 · The paper itself

Abstract

backgroundSnakebite envenoming (SBE) is a neglected tropical disease capable of causing both significant disability and death. The burden of SBE is especially high in low- and middle-income countries. The aim of this study was to perform a geospatial analysis evaluating the association of sociodemographics and access to care indicators on moderate and severe cases of SBE in Brazil.

methodsWe conducted an ecological, cross-sectional study of SBE in Brazil from 2014 to 2019 using the open access National System Identification of Notifiable Diseases (SINAN) database. We then collected a set of indicators from the Brazil Census of 2010 and performed a Principal Component Analysis to create variables related to health, economics, occupation, education, infrastructure, and access to care. Next, a descriptive and exploratory spatial analysis was conducted to evaluate the geospatial association of moderate and severe events. These variables related to events were evaluated using Geographically Weighted Poisson Regression. T-values were plotted in choropleth maps and considered statistically significant when values were <-1.96 or >+1.96.

resultsWe found that the North region had the highest number of SBE cases by population (47.83/100,000), death rates (0.18/100,000), moderate and severe rates (22.96/100,000), and proportion of cases that took more than three hours to reach healthcare assistance (44.11%). The Northeast and Midwest had the next poorest indicators. Life expectancy, young population structure, inequality, electricity, occupation, and more than three hours to reach healthcare were positively associated with greater cases of moderate and severe events, while income, illiteracy, sanitation, and access to care were negatively associated. The remaining indicators showed a positive association in some areas of the country and a negative association in other areas.

conclusionRegional disparities in SBE incidence and rates of poor outcomes exist in Brazil, with the North region disproportionately affected. Multiple indicators were associated with rates of moderate and severe events, such as sociodemographic and health care indicators. Any approach to improving snakebite care must work to ensure the timeliness of antivenom administration.

Indexed as

Snake BitesAntiveninsBrazilCross-Sectional StudiesGeographic Information SystemsHumansAntivenins

Identifiers

PMID37343007
PMCPMC10284398

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.