Seasonal variations in ischemic and hemorrhagic stroke and their relationship with air pollutants: A retrospective analysis

Introduction: To evaluate the relationship between the clinical parameters of ischemic and hemorrhagic stroke and atmospheric air quality, to determine seasonal variation in stroke incidence, and to identify which air pollutants independently predict stroke severity.Methods: A total of 729 stroke patients (671 ischemic, 58 hemorrhagic) admitted to the hospital between January 1, 2022, and December 31, 2023, were retrospectively reviewed. Demographic, clinical, laboratory, and NIHSS data were recorded. Daily SO2, NO2, PM2.5, PM10, O3, and CO levels were obtained from air quality data. Associations were assessed with Spearman correlation and chi-square tests. Statistical significance was set at p < 0.05. Ethics committee approval was obtained, and the data were anonymized.Results: A total of 729 patients were included, 391 men and 338 women. The mean age was 70.0±13.44 years. The seasonal distribution of stroke subtypes is shown in Table 1. The incidence of ischemic stroke was significantly higher in winter and spring than in autumn (p < 0.05). In contrast, no seasonal variation was found in hemorrhagic stroke. In September, the proportion of male hemorrhagic stroke cases (19.35%) was significantly higher than that of male ischemic stroke cases (7.20%) (p = 0.018). In hemorrhagic stroke cases, a significant negative correlation was found between PM₁₀ and hemoglobin level (ρ=−0.259, p=0.049). In ischemic stroke cases, SO₂ was positively correlated with NIHSS scores (ρ=0.086, p=0.025), O₃ was negatively correlated with systolic blood pressure (ρ=−0.085, p=0.027), and SO₂ was negatively correlated with triglyceride levels (ρ=−0.120, p=0.024). In multivariable analysis, age, diabetes mellitus, and low hemoglobin level were identified as independent risk factors for ischemic stroke, whereas high systolic and diastolic blood pressure were independent predictors of hemorrhagic stroke (p<0.001) (Figure 1 and 2 and Table 1).Discussion/Conclusion: The incidence of ischemic stroke increases in the colder months. Certain air pollutants, such as PM₁₀, SO₂, and O₃, were associated with stroke severity and laboratory findings. Incorporating air quality monitoring into public health strategies may help reduce the burden of stroke and support the development of targeted preventive policies. Environmental improvements may play a potential role in reducing the incidence of stroke.Keywords:

Authors

Institutions

Publication Details

Journal
Turkish Journal of Cerebrovascular Diseases
Published
2026-11-11
DOI
https://doi.org/10.66789/tjcvd.2026.838
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Seasonal variations in ischemic and hemorrhagic stroke and their relationship with air pollutants: A retrospective analysis

Hilal Çağlar, Şerefnur Öztürk
Turkish Journal of Cerebrovascular Diseases
Air Quality and Health Impacts
article

Seasonal variations in ischemic and hemorrhagic stroke and their relationship with air pollutants: A retrospective analysis

Hilal Çağlar, Şerefnur Öztürk
article en

Abstract

Introduction: To evaluate the relationship between the clinical parameters of ischemic and hemorrhagic stroke and atmospheric air quality, to determine seasonal variation in stroke incidence, and to identify which air pollutants independently predict stroke severity.Methods: A total of 729 stroke patients (671 ischemic, 58 hemorrhagic) admitted to the hospital between January 1, 2022, and December 31, 2023, were retrospectively reviewed. Demographic, clinical, laboratory, and NIHSS data were recorded. Daily SO2, NO2, PM2.5, PM10, O3, and CO levels were obtained from air quality data. Associations were assessed with Spearman correlation and chi-square tests. Statistical significance was set at p < 0.05. Ethics committee approval was obtained, and the data were anonymized.Results: A total of 729 patients were included, 391 men and 338 women. The mean age was 70.0±13.44 years. The seasonal distribution of stroke subtypes is shown in Table 1. The incidence of ischemic stroke was significantly higher in winter and spring than in autumn (p < 0.05). In contrast, no seasonal variation was found in hemorrhagic stroke. In September, the proportion of male hemorrhagic stroke cases (19.35%) was significantly higher than that of male ischemic stroke cases (7.20%) (p = 0.018). In hemorrhagic stroke cases, a significant negative correlation was found between PM₁₀ and hemoglobin level (ρ=−0.259, p=0.049). In ischemic stroke cases, SO₂ was positively correlated with NIHSS scores (ρ=0.086, p=0.025), O₃ was negatively correlated with systolic blood pressure (ρ=−0.085, p=0.027), and SO₂ was negatively correlated with triglyceride levels (ρ=−0.120, p=0.024). In multivariable analysis, age, diabetes mellitus, and low hemoglobin level were identified as independent risk factors for ischemic stroke, whereas high systolic and diastolic blood pressure were independent predictors of hemorrhagic stroke (p<0.001) (Figure 1 and 2 and Table 1).Discussion/Conclusion: The incidence of ischemic stroke increases in the colder months. Certain air pollutants, such as PM₁₀, SO₂, and O₃, were associated with stroke severity and laboratory findings. Incorporating air quality monitoring into public health strategies may help reduce the burden of stroke and support the development of targeted preventive policies. Environmental improvements may play a potential role in reducing the incidence of stroke.Keywords:

Turkish Journal of Cerebrovascular DiseasesVol. 32(Supplement 1)
Selçuk University (TR)
Air Quality and Health Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon