Evidence map›Paper›PMID 41105717›Full record

ArticlePLoS neglected tropical diseases2025

Disparities in Global Rabies Burden from GBD 2021: Children, older adults, and low-SDI countries at continued risk.

Chenxuan Yang, Mei Dang, Longjiang Wu, Gelin Jin, Qinqin Deng, Yihui Chen, Song Jin, Wang Chen, Chenlu Zhang

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

9 authors.

Chenxuan YangSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.
Mei DangSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.
Longjiang WuTongji Medical College of Huazhong University of Science and Technology, Wuhan, Hubei, China.
Gelin JinSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.
Qinqin DengSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.
Yihui ChenSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.
Song JinKyrgyz State University named after I. Arabaev, Bishkek, Kyrgyz Republic.
Wang ChenSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.ORCID 0000-0003-0565-9157
Chenlu ZhangSchool of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, Shaanxi, China.

Funding

Natural Science Foundation of Shaanxi ProvinceScientific Research Program of the Education Department of Shaanxi Province
6 · The paper itself

Abstract

backgroundRabies is a fatal yet preventable viral infection of the central nervous system zoonotic disease, with an almost 100% case fatality rate once symptoms appear. Despite the availability of effective vaccines and post-exposure prophylaxis, rabies continues to cause substantial mortality, particularly in parts of Asia and across the African continent where access to post-exposure prophylaxis (PEP), timely diagnosis, and dog vaccination programs remain limited.

objectivesRabies is a nearly invariably fatal zoonotic encephalitis caused by lyssaviruses, with an estimated 59 000 human deaths annually, predominantly in Asia and cross the African continent where access to PEP and dog vaccination is limited. Due to historical underreporting and fragmented surveillance, the true burden remains unclear. Using Global Burden of Diseases (GBD) 2021 data, we systematically assess the global, regional, and national burden of rabies from 1990 to 2021 to identify key drivers of change and persistent disparities.

methodsWe extracted rabies incidence and disability-adjusted life-year (DALY) data from the GBD 2021 via the Global Health Data Exchange. Countries were stratified into five sociodemographic index (SDI) categories. Age-standardized rates per 100 000 population were computed using the GBD world standard. We applied Bayesian age-period-cohort (APC) modeling to characterize temporal trends and project future age-standardized incidence rate (ASIR) and age-standardized DALY rates (ASDR), decomposition analysis to partition burden changes into epidemiological, population growth, and aging components, and frontier benchmarking to assess each country's performance relative to its SDI.

resultsFrom 1990 to 2021, global rabies ASIR fell by 69.4% (0.42 to 0.13/100 000) and annual cases by 54% (22 035-10 181). Over the same period, DALYs declined 58.4% (1 368 780-569 550) and ASDR dropped from 24.48 to 7.51/100 000. In 2021, the highest ASIRs were in Nepal (1.71), Ethiopia (1.05) and Malawi (0.77/100 000). Age-period-cohort analysis showed net drifts of -3.96%/year for incidence and -3.90%/year for DALYs. Decomposition attributed ~170% of incidence decline to epidemiological gains, offset by ~60% from population growth and ~52% from aging.

conclusionsScale up mass dog vaccination, ensure affordable PEP and strategic Pre-exposure prophylaxis, focus on high-risk age cohorts, bolster surveillance and data-driven governance, and sustain multisectoral investment through the phased "Zero by 30" framework. By aligning programmatic efforts with the demonstrated successes in high-performing countries and addressing the implementation deficits in lagging regions, the global community can accelerate progress toward the World Health Organization (WHO) goal of zero dog-mediated human rabies deaths by 2030.

Indexed as

Global Burden of DiseaseRabiesAdolescentAdultAgedAnimalsChildChild, PreschoolDisability-Adjusted Life YearsDogsFemaleGlobal HealthHumansIncidenceInfantMaleRabies Vaccines

Identifiers

PMID41105717
PMCPMC12548905

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.