Back

Post-Discharge Exposure to Ambient Sulfur Dioxide is Associated with Increased Risk of Stroke Recurrence

Lee, K.-J.; Hwang, J.; Kim, S.-E.; Kim, B. J.; Han, M.-K.; Kim, H.; Kim, J.-T.; Choi, K.-H.; Yum, K. S.; Shin, D.-I.; Cha, J.-K.; Kim, D.-H.; Gwak, D.-S.; Kim, D.-E.; Park, J.-M.; Kang, K.; Lee, S. J.; Kim, J. G.; Lee, M.; Oh, M. S.; Yu, K.-H.; Park, H.-K.; Hong, K.-S.; Cho, Y.-J.; Kim, J.-G.; Choi, J. C.; Park, T. H.; Park, S.-S.; Kwon, J.-H.; Kim, W.-J.; Kwon, D. H.; Lee, J.; Lee, K.; Lee, J.-Y.; Sohn, S.-I.; Hong, J.-H.; Park, K.-Y.; Jeong, H.-B.; Kim, C.; Lee, S.-H.; Lee, J.; Bae, H.-J.

2026-05-15 neurology
10.64898/2026.05.11.26352955 medRxiv
Show abstract

Background and Purpose: Ambient air pollution is an established risk factor for incident stroke, but whether post-discharge pollutant exposure influences stroke recurrence remains unknown. We investigated the association between post-discharge exposure to six ambient air pollutants and stroke recurrence in patients with acute ischemic stroke. Methods: We analyzed data from 27,346 patients in the CRCS-K-NIH nationwide multicenter registry of acute ischemic stroke patients (2014-2021) with confirmed ischemic stroke, residential address data, and matched air quality records. The primary exposure was the 3-month post-discharge average concentration of PM10, PM2.5, NO2, SO2, CO, and O2, assessed at the district level using inverse-distance weighted interpolation. The primary outcome was stroke recurrence from 3 to 15 months post-discharge. Cause-specific Cox proportional hazards models accounting for the multilevel data structure were used, with all-cause mortality as a competing risk. Restricted cubic splines assessed nonlinear dose-response relationships. Results: During follow-up (median 364.8 days), 765 patients experienced stroke recurrence and 471 died. Among the six pollutants, only SO2 showed a statistically significant association with recurrence (P for overall association in the restricted cubic spline analysis = 0.024). A potential threshold was identified at approximately 8.2 ppb, above which recurrence risk increased progressively (P for non-linearity = 0.095). The association was numerically stronger among older adults ([≥]75 years; P for interaction = 0.051) and women (P for interaction = 0.062). The highest SO2 concentrations were observed in harbor cities (Incheon, Ulsan, Busan), consistent with maritime shipping emissions. No significant associations were observed for the other five pollutants. Conclusions: Elevated post-discharge SO? exposure is associated with increased stroke recurrence risk, particularly in harbor regions and among older adults and women. These findings support incorporating ambient air quality monitoring into secondary stroke prevention strategies.

Matching journals

The top 8 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 7%
9.5%
2
Environment International
42 papers in training set
Top 0.1%
8.8%
3
The Innovation
12 papers in training set
Top 0.1%
6.6%
4
PLOS ONE
4510 papers in training set
Top 25%
6.6%
5
Journal of the American Heart Association
119 papers in training set
Top 1%
5.1%
6
Frontiers in Neurology
91 papers in training set
Top 1%
5.1%
7
Environmental Pollution
35 papers in training set
Top 0.5%
5.1%
8
Science of The Total Environment
179 papers in training set
Top 2%
4.1%
50% of probability mass above
9
Environmental Health Perspectives
17 papers in training set
Top 0.2%
3.2%
10
Environmental Research
46 papers in training set
Top 0.5%
2.8%
11
Journal of Alzheimer’s Disease
39 papers in training set
Top 0.4%
2.7%
12
Environmental Science & Technology
64 papers in training set
Top 1%
1.8%
13
Frontiers in Integrative Neuroscience
12 papers in training set
Top 0.1%
1.8%
14
Epigenetics
43 papers in training set
Top 0.4%
1.7%
15
PeerJ
261 papers in training set
Top 9%
1.4%
16
The Lancet Digital Health
25 papers in training set
Top 0.5%
1.4%
17
BMC Medicine
163 papers in training set
Top 4%
1.4%
18
Toxicology and Applied Pharmacology
13 papers in training set
Top 0.1%
1.4%
19
Indoor Air
10 papers in training set
Top 0.2%
1.3%
20
Med
38 papers in training set
Top 0.6%
0.9%
21
NeuroToxicology
11 papers in training set
Top 0.3%
0.9%
22
Nature
575 papers in training set
Top 15%
0.8%
23
Annals of Neurology
57 papers in training set
Top 2%
0.8%
24
Nature Communications
4913 papers in training set
Top 61%
0.8%
25
Frontiers in Neuroscience
223 papers in training set
Top 7%
0.8%
26
Journal of Neurology, Neurosurgery & Psychiatry
29 papers in training set
Top 1%
0.8%
27
Journal of Lipid Research
35 papers in training set
Top 0.5%
0.7%
28
Viruses
318 papers in training set
Top 5%
0.7%
29
Systematic Reviews
11 papers in training set
Top 0.6%
0.7%
30
BMJ Open
554 papers in training set
Top 14%
0.5%