Evidence map›Paper›PMID 42262583›Full record

ArticleInternational journal of biometeorology2026

Effects of air pollution and meteorological factors on hematological exacerbation phenotypes in patients presenting to the emergency department with COPD exacerbation.

Erdal Karataş, Nurettin Özgür Doğan, Sibel Balcı, İbrahim Ulaş Özturan, Elif Yaka, Serkan Yılmaz, Murat Pekdemir

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.

Erdal KarataşDept. of Emergency Medicine, Kocaeli Derince Training and Research Hospital, Attending Physician, Kocaeli, Turkey.ORCID http://orcid.org/0009-0004-8193-926X
Nurettin Özgür DoğanFaculty of Medicine, Dept. of Emergency Medicine, Kocaeli University, 41001, Kocaeli, Turkey. nurettinozgurdogan@gmail.com.ORCID http://orcid.org/0000-0002-5209-8076
Sibel BalcıFaculty of Medicine, Dept. of Biostatistics, Marmara University, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-5875-7546
İbrahim Ulaş ÖzturanFaculty of Medicine, Dept. of Emergency Medicine, Kocaeli University, 41001, Kocaeli, Turkey.ORCID http://orcid.org/0000-0002-1364-5292
Elif YakaFaculty of Medicine, Dept. of Emergency Medicine, Kocaeli University, 41001, Kocaeli, Turkey.ORCID http://orcid.org/0000-0001-9398-0033
Serkan YılmazFaculty of Medicine, Dept. of Emergency Medicine, Kocaeli University, 41001, Kocaeli, Turkey.ORCID http://orcid.org/0000-0003-1496-6976
Murat PekdemirFaculty of Medicine, Dept. of Emergency Medicine, Kocaeli University, 41001, Kocaeli, Turkey.ORCID http://orcid.org/0000-0002-3917-0192

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To evaluate the short-term effects and lagged temporal patterns of air pollutants and meteorological factors on hematological exacerbation phenotypes in patients presenting to the emergency department with chronic obstructive pulmonary disease (COPD) exacerbation. Patients who presented to a tertiary emergency department with COPD exacerbation between April 2022 and April 2023 were retrospectively reviewed. Exacerbations were classified as eosinophilic, neutrophilic, or mixed-type based on admission complete blood counts. Daily air pollutant concentrations (PM₁₀, PM₂.₅, SO₂, NO₂, CO, O₃) and meteorological parameters were obtained from official monitoring stations. Day-level associations between environmental variables and phenotype-specific daily exacerbation counts were analyzed using quasi-Poisson distributed lag non-linear models (DLNM) and a time-stratified case-crossover design (lag 0-3 days). Of all exacerbations (n = 354), 65.8% were neutrophilic, 20.3% mixed-type, and 13.8% eosinophilic. The neutrophilic phenotype was associated with the most severe clinical presentation. No significant environmental association was identified for the overall COPD exacerbation count. In the eosinophilic phenotype, same-day exposure to CO and SO₂ was associated with increased exacerbation risk (RR = 1.39, 95% CI: 1.06-1.82 and RR = 1.21, 95% CI: 1.03-1.43, respectively). In the mixed-type phenotype, higher humidity was positively associated with exacerbation counts, whereas lower wind speed was associated with decreased counts. In the neutrophilic phenotype, an inverse association with O₃ observed in the DLNM was not confirmed in the case-crossover analysis. COPD exacerbations do not appear homogeneous with respect to environmental triggers; the eosinophilic phenotype showed clearer associations with gaseous pollutants, whereas the mixed-type phenotype showed associations with meteorological conditions. The absence of associations in the overall population supports the value of phenotype-based environmental risk assessment. These findings may contribute to the development of phenotype-oriented environmental warning strategies in COPD management.

Indexed as

Air PollutionPulmonary Disease, Chronic ObstructiveWeatherAgedAir PollutantsEmergency Service, HospitalFemaleHumansMaleMeteorological ConceptsMiddle AgedOzoneParticulate MatterPhenotypeRetrospective StudiesSulfur DioxideAir PollutantsOzoneParticulate MatterSulfur DioxideAir pollutionCOPD exacerbationEosinophilic exacerbationHematological phenotypeMeteorological factors

Identifiers

PMID42262583
PMCPMC13249681

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Registered trials

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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.