Evidence map›Paper›PMID 42616697›Full record

ArticleNeuroepidemiology2026

Burden of Encephalitis in Low- and Middle-Income Countries: 1990-2023.

Kun Fang, Huawei Zhang, Jinming Han, Jiahao Song, Xiangjun He, Xingxu Ji, Chengliang Yin, Changqing Liu, Daiquan Gao

Abstract read
In one paragraph

Article in Neuroepidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kun FangDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Huawei ZhangDepartment of Neurosurgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.
Jinming HanDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Jiahao SongDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China.
Xiangjun HeSchool of Basic Medical Sciences, Capital Medical University, Beijing, China.
Xingxu JiSchool of Basic Medical Sciences, Capital Medical University, Beijing, China.
Chengliang YinDepartment of Biomedical Engineering, Faculty of Engineering, Universiti Malaya, Kuala Lumpur, Malaysia, chengliangyin@163.com.
Changqing LiuDepartment of Neurosurgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China, liuchangqing@ccmu.edu.cn.
Daiquan GaoDepartment of Neurology, Xuanwu Hospital, Capital Medical University, Beijing, China, gaodaiquan@xwhosp.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEncephalitis remains a major cause of neurological morbidity and mortality worldwide, particularly in resource-limited settings. This study analyzed the long-term trends and disparities in encephalitis burden across 131 low- and middle-income countries (LMICs) from 1990 to 2023.

methodsData were obtained from the Global Burden of Disease 2023 study for 131 LMICs. Incidence, prevalence, deaths, and disability-adjusted life years (DALYs) were analyzed using absolute counts and age-standardized rates. Trends were assessed with estimated annual percentage changes, Joinpoint regression, age-period-cohort analysis, correlations with sociodemographic index (SDI), and decomposition analysis.

resultsIn 2023, encephalitis in LMICs caused 1.59 million incident cases, 5.21 million prevalent cases, 70,042 deaths, and 4.07 million DALYs. From 1990 to 2023, incident cases increased by 24.7%, while the age-standardized incidence rate fell from 29.57 to 25.15 per 100,000 person-years (EAPC, -0.71; 95% CI, -0.83 to -0.59). Age-standardized mortality and DALY rates also declined, with EAPCs of -1.97 and -2.20. Incidence reached a low point around 2010 before rising again, particularly after 2019. The burden was greatest in children and older adults. Higher SDI was associated with lower age-standardized incidence, mortality, and DALY rates (ρ = -0.59, -0.41, and -0.56, respectively; all p < 0.001). Population growth accounted for most of the increase in case numbers.

conclusionEncephalitis remains a substantial health burden in LMICs. Although age-standardized mortality and DALY rates have declined, the growing absolute number of cases, recent upward shift in incidence, and persistent concentration of burden among children, older adults, and lower-SDI settings point to continuing gaps in prevention, surveillance, diagnosis, and care.

Indexed as

Age-period-cohort analysisEncephalitisEpidemiologyJoinpoint regressionLow- and middle-income countries

Identifiers

PMID42616697
PMCPMC13688517

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.