Evidence map›Paper›PMID 40029588›Full record

ArticleInfection2025

Comprehensive analysis of the Global Burden and epidemiological trends of meningitis from 1990 to 2021.

Chao Tang, Rongshou Han, Jiaxin Yang, Ning Wu, Dian He

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Article in Infection, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

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3 · Its place in the literature

Who cites it

11 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

5 authors.

Chao Tang *Department of Neurology, Affiliated Hospital of Guizhou Medical University, No.28, Guiyi Street, Yunyan District, Guiyang, Guizhou Province, 550000, China.
Rongshou Han *School of Clinical Medicine, Guizhou Medical University, Guiyang, Guizhou Province, 550000, China.
Jiaxin Yang *School of Clinical Medicine, Guizhou Medical University, Guiyang, Guizhou Province, 550000, China.
Ning WuSchool of Clinical Medicine, Guizhou Medical University, Guiyang, Guizhou Province, 550000, China. wuning@gmc.edu.cn.
Dian HeDepartment of Neurology, Affiliated Hospital of Guizhou Medical University, No.28, Guiyi Street, Yunyan District, Guiyang, Guizhou Province, 550000, China. hedian@gmc.edu.cn.

Funding

STI2023-Major Projects 2021ZD0201801
6 · The paper itself

Abstract

backgroundDespite significant advances in prevention and treatment strategies, meningitis continues to pose a substantial global health challenge. The disease burden demonstrates marked geographical disparities, with disproportionate impact in resource-limited settings, particularly within the "meningitis belt" of Sub-Saharan Africa. The global meningitis burden is influenced by a complex interplay of environmental, behavioral, and socioeconomic determinants.

methodsLeveraging the Global Burden of Disease (GBD) 2021 database, we conducted a comprehensive analysis of global meningitis burden from 1990 to 2021. The study employed DisMod-MR 2.1, an advanced Bayesian meta-regression tool, for epidemiological modeling. We implemented age-period-cohort analysis to evaluate mortality trends and utilized the Comparative Risk Assessment framework to assess risk factors. The relationship between socio-demographic index (SDI) and disease burden was examined through Spearman's rank correlation analysis.

resultsOur analysis revealed significant geographical and pathogen-specific variations in disease burden. Globally, the age-standardized incidence rate stands at 31.65 per 100,000 with a corresponding mortality rate of 2.95 per 100,000. The disease burden demonstrates a striking gradient across SDI levels, with low SDI regions experiencing the highest burden, approximately 17 times higher than high SDI regions. Neonatal mortality rates remain particularly concerning at 129.69 per 100,000, while under-5 mortality rates stand at 34.50 per 100,000. The Eastern Sub-Saharan African region emerges as an area of particular concern, with disease burden significantly exceeding global averages. Behavioral risks, child and maternal malnutrition, and low birth weight/short gestation emerged as the primary risk factors, each contributing to 0.15 million deaths and 13.41 million DALYs. Strong negative correlations were observed between all risk factors and SDI values (correlation coefficients ranging from - 0.55 to -0.75), indicating higher disease burden in regions with lower socio-demographic development.

conclusionWhile substantial progress has been achieved in global meningitis control, particularly in reducing under-5 mortality rates, significant disparities persist between high and low SDI regions. Our findings emphasize the critical need for targeted interventions in resource-limited settings and continued surveillance efforts to address remaining challenges in meningitis control.

Indexed as

Global Burden of DiseaseMeningitisAdolescentAdultAgedBayes TheoremChildChild, PreschoolFemaleGlobal HealthHumansIncidenceInfantInfant, NewbornMaleMiddle AgedAge-period-cohort analysisEpidemiological trendsGlobal burden of diseaseMeningitisSociodemographic index

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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.