Evidence map›Paper›PMID 41638914›Full record

ArticleHuman vaccines & immunotherapeutics2026

Impact of the COVID-19 pandemic on the global burden of pertussis: An analysis of trends and the emergence of an immunity gap.

Siheng Zhang, Can Chen, Jiaxing Qi, Yan Xu, Ying Xiao

Abstract read
In one paragraph

Article in Human vaccines & immunotherapeutics, 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

5 authors.

Siheng ZhangZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.
Can ChenDepartment of Emergency Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Jiaxing QiDepartment of Emergency Medicine, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Yan XuZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China.ORCID 0000-0002-5657-2513
Ying XiaoFaculty of Medicine, Macau University of Science and Technology, Taipa, Macao SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although the global burden of pertussis has declined steadily over recent decades, the COVID-19 pandemic coincided with a marked disruption of its established epidemic trajectory. We assessed pandemic-associated changes using spatiotemporal trend analysis, health inequality assessment, multivariable regression, and Mendelian randomization. Globally, the age-standardized disability-adjusted life years (DALYs) rate decreased from 378.01 per 100,000 in 1990 to 70.92 in 2021, accelerating steeply after 2019. Despite reductions, burden remained concentrated in low-sociodemographic index (SDI) countries, with widening relative inequalities. Macro-scale multivariable regression stratified by SDI revealed no robust independent association between COVID-19 and pertussis incidence after adjusting for population density. Consistently, Mendelian randomization analyses found no evidence of a causal effect of genetic liability to COVID-19 on pertussis risk. These findings suggest the pandemic-era decline is driven by disruptions to transmission and health services rather than biological cross-protection. We interpret this transient suppression as contributing to an emerging immunity gap - an accumulation of susceptible individuals following reduced natural exposure and interruptions to routine immunization. As social contact patterns normalize, this immunity gap increases the risk of rebound transmission. Strengthening life-course vaccination, including catch-up programmes and prioritization of low-SDI settings, is essential to mitigate post-pandemic resurgence.

Indexed as

COVID-19Whooping CoughDisability-Adjusted Life YearsGlobal HealthHumansIncidencePandemicsSARS-CoV-2COVID-19 pandemicGlobal Burden of Diseaseimmunity gapMendelian randomizationPertussisvaccination strategy

Identifiers

PMID41638914
PMCPMC12885441

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.