Evidence map›Paper›PMID 41390445›Full record

ArticleNature communications2025

Interplay between climate and childhood mixing can explain a sudden shift in RSV seasonality in Japan.

Sang Woo Park, Inga Holmdahl, Emily Howerton, Wenchang Yang, Rachel E Baker, Gabriel A Vecchi, Sarah Cobey, C Jessica E Metcalf, Bryan T Grenfell

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Sang Woo ParkSchool of Biological Sciences, Seoul National University, Seoul, South Korea. sangwoopark@snu.ac.kr.ORCID http://orcid.org/0000-0003-2202-3361
Inga HolmdahlDepartment of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.
Emily HowertonDepartment of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.
Wenchang YangDepartment of Geosciences, Princeton University, Princeton, NJ, USA.ORCID http://orcid.org/0000-0003-0053-9527
Rachel E BakerDepartment of Epidemiology, Brown School of Public Health, Brown University, Providence, RI, USA.ORCID http://orcid.org/0000-0002-2661-8103
Gabriel A VecchiHigh Meadows Environmental Institute, Princeton University, Princeton, NJ, USA.ORCID http://orcid.org/0000-0002-5085-224X
Sarah CobeyDepartment of Ecology and Evolution, University of Chicago, Chicago, IL, USA.ORCID http://orcid.org/0000-0001-5298-8979
C Jessica E MetcalfDepartment of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.
Bryan T GrenfellDepartment of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ, USA.ORCID http://orcid.org/0000-0003-3227-5909

Funding

WORK ORDER 126643 B539 EXPAND IC SUITE75N91019D00024 · NIAID · LEIDOS BIOMEDICAL RESEARCH, INC. · PI BRISCOE, LYNN · 2019 to 2025
$3932.6M
NIAID Centers of Excellence for Influenza Research and Response: Universal Influenza Vaccine Research Activities75N93021C00015 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI HENSLEY, SCOTT · 2021 to 2025
$50.7M
NCI NIH HHS 75N91019D00024NIAID NIH HHS 75N93021C00015
6 · The paper itself

Abstract

Titrating the importance of endogenous and exogenous drivers for host-pathogen systems remains an important research frontier towards predicting future outbreaks. In Japan, respiratory syncytial virus (RSV), a major childhood respiratory pathogen, displayed a sudden, dramatic shift in outbreak seasonality (from winter to fall) in 2016. We use mathematical models to identify processes that could lead to this outcome. In line with previous analyses, we identify a robust quadratic relationship between transmission against mean specific humidity and mean temperature, with maximum transmission occurring at low and high humidity as well as low and high temperature. This drives semiannual patterns of seasonal transmission rates that peak in summer and winter. Under this transmission regime, a subtle increase in population-level susceptibility or transmission can cause a sudden shift in seasonality, where the degree of shift is primarily determined by the interval between the two peaks of seasonal transmission rate. We hypothesize that an increase in children attending childcare facilities may have contributed to the increase in the overall RSV transmission through increased contact rates between susceptible and infected hosts. Our analysis underscores the power of studying infectious disease dynamics to titrate the roles of underlying drivers of dynamical transitions in ecology.

Indexed as

ClimateRespiratory Syncytial Virus, HumanRespiratory Syncytial Virus InfectionsChildChild, PreschoolDisease OutbreaksHumansHumidityInfantJapanModels, TheoreticalSeasonsTemperature

Identifiers

PMID41390445
PMCPMC12738541

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.