Evidence map›Paper›PMID 42015064›Full record

ArticleBMC public health2026

Sex- and age-specific transmission pathways of mumps: a mechanistic SEPIAR modeling study in Chengdu, China (2008-2019).

Tianlong Yang, Xunbo Du, Junfan Li, Lu Long, Li Xie, Yao Wang, Liang Wang

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

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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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Tianlong YangChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Xunbo DuChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Junfan LiChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Lu LongChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Li XieChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Yao WangChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China.
Liang WangChengdu Center for Disease Control and Prevention (Chengdu Health Inspection Institute), No. 4 Longxiang Road, Wuhou District, Chengdu, Sichuan, 610041, People's Republic of China. wangliang650439@163.com.

Funding

the Major and Application Projects of Chengdu Science and Technology Key R&D Support Plan 2021-YF09-00061-SN
6 · The paper itself

Abstract

introductionDespite widespread mumps vaccination, recurrent outbreaks persist globally, underscoring the need to clarify sex- and age-specific transmission mechanisms.

objectivesThis study characterizes mumps epidemiology in Chengdu (2008-2019) and quantifies sex- and age-specific transmission pathways using a mechanistic modeling framework.

methodsA sex- and age-structured Susceptible-Exposed-Pre-symptomatic-Symptomatic-Asymptomatic-Recovered (SEPIAR) model incorporating seasonal forcing was developed to estimate time-varying reproduction numbers (R

resultsA total of 40,087 cases were reported (annual incidence: 21.72 per 100,000), with the highest burden among male students aged 5-14 and seasonal peaks in May-July and November-December. The model achieved good fit across demographic groups (R² = 0.13-0.73, P < 0.001). Females aged 10-14 exhibited the strongest transmission potential, particularly toward males aged 0-14 (median R

conclusionsSex and age may play an important role in shaping mumps transmission dynamics in Chengdu. The SEPIAR model may offer a useful framework for characterizing transmission pathways and identifying groups that could contribute disproportionately to spread. Interventions such as targeted vaccination during seasonal peaks, considering booster doses for females aged 10-14, enhancing surveillance in high‑incidence districts, and improving reporting capacity in rural areas could help reduce transmission and may support more effective and sustained mumps control in large urban settings.

Indexed as

MumpsAdolescentAge FactorsChildChild, PreschoolChinaFemaleHumansIncidenceInfantInfant, NewbornMaleSeasonsSex FactorsYoung AdultAge-specific transmissionChinaMumpsSEPIAR modelSex-specific transmissionTime-varying reproduction number

Identifiers

PMID42015064
PMCPMC13235009

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