Evidence map›Paper›PMID 41779202›Full record

ArticleInternational journal of biometeorology2026

The mediating role of acute respiratory infections in temperature-mortality associations in the Czech Republic, 1982-2019.

Ekaterina Borisova, Joan Ballester, Hana Hanzlíková, Eva Plavcová, Jan Kyselý, Jan Kynčl, Aleš Urban

Abstract read
In one paragraph

Article in International journal of biometeorology, 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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0cells of the map it votes in
0citing papers 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

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

7 authors.

Ekaterina BorisovaFaculty of Environmental Sciences, Czech University of Life Sciences, Kamýcká 129, 165 00, Prague, Suchdol, Czech Republic. borisova@fzp.czu.cz.ORCID http://orcid.org/0009-0008-0244-9238
Joan BallesterISGlobal, Barcelona, Spain.
Hana HanzlíkováInstitute of Atmospheric Physics of the Czech Academy of Sciences, Prague, Czech Republic.
Eva PlavcováInstitute of Atmospheric Physics of the Czech Academy of Sciences, Prague, Czech Republic.
Jan KyselýFaculty of Environmental Sciences, Czech University of Life Sciences, Kamýcká 129, 165 00, Prague, Suchdol, Czech Republic.
Jan KynčlNational Institute of Public Health, Prague, Czech Republic.
Aleš UrbanFaculty of Environmental Sciences, Czech University of Life Sciences, Kamýcká 129, 165 00, Prague, Suchdol, Czech Republic.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Numerous epidemiological studies have shown that non-optimal temperatures and acute respiratory infections (ARIs) contribute to increased mortality. The effect of temperature on mortality is typically estimated using splines of time, which are designed to account for seasonal and longer-term trends, and account for the potential unmeasured confounding, such as the seasonal effect of ARIs. However, the distinct impact of ARIs on mortality, as well as the direct effect of temperature on mortality that is not mediated via ARIs, remains insufficiently understood. This study investigates and quantifies the impact of ARIs on mortality, and the impact of temperature on mortality that is not mediated via ARIs. We used 38-year time-series data from the Czech Republic and applied a distributed lag non-linear model (DLNM) with one and multiple cross-bases to isolate the direct pathways of temperature and ARIs. Our approach allowed us to estimate the fraction of mortality attributable to each factor, providing a clearer understanding of their respective contributions to seasonal mortality patterns. Our findings indicate that ARI activity is a significant mediator of the relationship between temperature and mortality. Since low temperatures increase the risk of both cold-related mortality and ARI incidence, our results indicate that approximately 12% of cold-related deaths during the study period could be attributed to ARI activity. Additionally, an analysis of temporal changes in the combined effect of ARIs and temperature suggested that while the mediating role of ARIs on temperature-related mortality has weakened, the proportion of cold-attributable mortality has remained constant throughout the study period. Our findings are important for understanding both historical trends and future projections of seasonal mortality patterns. They highlight the need for further research on the roles of climatic and individual risk factors in long-term changes in temperature-related mortality, particularly considering the mediating role of ARIs.

Indexed as

Respiratory Tract InfectionsTemperatureAcute DiseaseCzech RepublicHumansMortalitySeasonsAcute respiratory infectionsCold-attributable deathsDLNMsSeasonal mortalityTemperature-related mortality

Identifiers

PMID41779202
PMCPMC12960470

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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.