Evidence map›Paper›PMID 42447085›Full record

ArticlePloS one2026

Impact of seasons and heat waves on the incidence of Staphylococcus aureus and Escherichia coli bacteremia - A prospective multicenter study using biometeorological data.

Philipp Mathé, Kathrin Graw, Andreas Matzarakis, Máté Elod Maros, David Tobys, Britta Kohlmorgen, Nadja Käding, Silke Peter, Harald Seifert, Petra Gastmeier and 11 more

Abstract readMulticenter Study
In one paragraph

Article in PloS one, 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

21 authors.

Philipp MathéDZIF German Centre for Infection Research, Braunschweig, Germany.ORCID https://orcid.org/0000-0002-0448-5338
Kathrin GrawResearch Centre Human Biometeorology, German Meteorological Service, Freiburg, Germany.
Andreas MatzarakisChair of Environmental Meteorology, Faculty of Natural Resources and Environment, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0003-3076-555X
Máté Elod MarosDepartment of Biomedical Informatics at the Mannheim Institute for intelligent Systems in Medicine (MIISM), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
David TobysDZIF German Centre for Infection Research, Braunschweig, Germany.
Britta KohlmorgenDZIF German Centre for Infection Research, Braunschweig, Germany.
Nadja KädingDZIF German Centre for Infection Research, Braunschweig, Germany.
Silke PeterDZIF German Centre for Infection Research, Braunschweig, Germany.
Harald SeifertDZIF German Centre for Infection Research, Braunschweig, Germany.
Petra GastmeierDZIF German Centre for Infection Research, Braunschweig, Germany.
Jan RuppDZIF German Centre for Infection Research, Braunschweig, Germany.
Siri GöpelDZIF German Centre for Infection Research, Braunschweig, Germany.ORCID https://orcid.org/0000-0002-7666-4634
Can ImirzaliogluDZIF German Centre for Infection Research, Braunschweig, Germany.
Daniel HornussDZIF German Centre for Infection Research, Braunschweig, Germany.
Gabriele Peyerl-HoffmannDZIF German Centre for Infection Research, Braunschweig, Germany.
Insa JoostDZIF German Centre for Infection Research, Braunschweig, Germany.ORCID https://orcid.org/0000-0003-3162-920X
Evelina TacconelliDZIF German Centre for Infection Research, Braunschweig, Germany.
Winfried V KernDivision of Infectious Diseases, Department of Medicine II, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Freiburg, Germany.
Martin WolkewitzFaculty of Medicine and Medical Center, Institute of Medical Biometry and Statistics, University of Freiburg, Freiburg, Germany.
Siegbert RiegDZIF German Centre for Infection Research, Braunschweig, Germany.
DZIF R-Net Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesClimate change and global warming are major threats for human health and impact the burden of infectious diseases. We investigated the effect of heat stress days (max. perceived temperature ≥32°C) on the incidence of Staphylococcus aureus bacteremia (SAB) and Escherichia coli bacteremia (ECB).

methodsWe performed a post-hoc analysis of a prospective multicenter cohort study with inclusion of all reported SAB and ECB episodes at six tertiary care centers in Germany from 01/2017-12/2019. The effect of the number of heat stress days on the incidence of bacteremia episodes was modelled by a negative binomial regression model with and without underlying seasonal trend.

resultsIn the prospective multicenter cohort, we included 2870 episodes of SAB and 4421 episodes of ECB. For both entities, we found a significant seasonal variation over the year (ECB peak-to-trough ratio: 1.33, 95% CI: 1.23-1.45, p < 0.001); SAB peak-to-trough ratio: 1.19 (95% CI: 1.07-1.32, p < 0.001), especially in the subgroup of community-acquired ECB (1.47, 95%-CI: 1.32-1.64, p < 0.001). In the model with incorporation of an underlying seasonal trend, we discovered no overall significant association with the number of heat stress days for SAB and ECB. However, in the subgroup of patients with hospital-acquired SAB, we found a significant association after two days of heat (IRR 1.45, 95%-CI: 1.17-1.82, p = 0.001), that remained significant also in a sensitivity analysis focusing on summer days only (IRR 1.50, 95%-CI: 1.18-1.91, p = 0.001). However, after inclusion of an underlying seasonal trend, the incidence of bacteremia cases remained significantly associated with heat stress days only in the subgroup of patients with hospital-acquired SAB.

conclusionApart from seasonal trends, heat days did not seem to influence the incidence of SAB and ECB overall. The observed association of SAB with heat days in the subgroup of hospital-acquired SAB needs confirmation in further studies.

Indexed as

BacteremiaEscherichia coli InfectionsHot TemperatureSeasonsStaphylococcal InfectionsAgedEscherichia coliFemaleGermanyHumansIncidenceMaleMiddle AgedProspective StudiesStaphylococcus aureus

Identifiers

PMID42447085
PMCPMC13367701

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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.