Long-Term Exposure to Air Pollution and Survival After Ischemic Stroke: The China National Stroke Registry Cohort

Gongbo Chen, Anxin Wang, Shanshan Li, Xingquan Zhao, Yilong Wang, Hao Li, Xia Meng, Luke D. Knibbs, Michelle L. Bell, Michael J. Abramson, Yongjun Wang, Yuming Guo

Research output: Contribution to journalArticleResearchpeer-review

3 Citations (Scopus)

Abstract

Background and Purpose- China bears a heavy burden of stroke because of its large population of elderly people and the propensity for stroke. Previous studies have examined the association between air pollution and stroke mortality or hospital admission. However, the global evidence for adverse effects of air pollution on survival after stroke is scarce. Methods- We used the first national hospital-based prospective registry cohort of stroke in China, which included 12 291 ischemic stroke patients who visited hospitals during 2007 to 2008. All patients were followed for 1-year poststroke. Deaths during the follow-up period were recorded. Participants' 3-year prestroke exposures to ambient PM1, PM2.5, PM10 (particulate matter with aerodynamic diameters ≤1, ≤2.5, and ≤10 μm, respectively) and NO2 (nitrogen dioxide) were estimated by machine learning algorithms with satellite remote sensing, land use information, and meteorological data. Cox proportional hazards models were used to examine the association between air pollution and survival after ischemic stroke. Results- In total, 1649 deaths were identified during the 1-year follow-up period. After controlling for potential confounders, significant associations were observed between exposure to PM1 and PM2.5 and incident fatal ischemic stroke. The corresponding hazard ratios and 95% CIs associated with 10 µg/m3 increase in PM1 and PM2.5 were 1.05 (1.02-1.09) and 1.03 (1.00-1.06), respectively. No significant association was observed for PM10 or NO2 (hazard ratios and 95% CIs, 1.01 [1.00-1.03] and 1.03 [0.99-1.06], respectively). Higher hazard ratios (and 95% CIs) were observed for male, elderly and obese individuals. Conclusions- Prestroke exposure to PM1 and PM2.5 was associated with increased incident fatal ischemic stroke in the year following an ischemic stroke in China. Improved air quality may be beneficial for people to recover from stroke.

Original languageEnglish
Pages (from-to)563-570
Number of pages8
JournalStroke
Volume50
Issue number3
DOIs
Publication statusPublished - 1 Mar 2019

Keywords

  • air pollution
  • machine learning
  • nitrogen dioxide
  • particulate matter
  • proportional hazards models

Cite this

Chen, Gongbo ; Wang, Anxin ; Li, Shanshan ; Zhao, Xingquan ; Wang, Yilong ; Li, Hao ; Meng, Xia ; Knibbs, Luke D. ; Bell, Michelle L. ; Abramson, Michael J. ; Wang, Yongjun ; Guo, Yuming. / Long-Term Exposure to Air Pollution and Survival After Ischemic Stroke : The China National Stroke Registry Cohort. In: Stroke. 2019 ; Vol. 50, No. 3. pp. 563-570.
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abstract = "Background and Purpose- China bears a heavy burden of stroke because of its large population of elderly people and the propensity for stroke. Previous studies have examined the association between air pollution and stroke mortality or hospital admission. However, the global evidence for adverse effects of air pollution on survival after stroke is scarce. Methods- We used the first national hospital-based prospective registry cohort of stroke in China, which included 12 291 ischemic stroke patients who visited hospitals during 2007 to 2008. All patients were followed for 1-year poststroke. Deaths during the follow-up period were recorded. Participants' 3-year prestroke exposures to ambient PM1, PM2.5, PM10 (particulate matter with aerodynamic diameters ≤1, ≤2.5, and ≤10 μm, respectively) and NO2 (nitrogen dioxide) were estimated by machine learning algorithms with satellite remote sensing, land use information, and meteorological data. Cox proportional hazards models were used to examine the association between air pollution and survival after ischemic stroke. Results- In total, 1649 deaths were identified during the 1-year follow-up period. After controlling for potential confounders, significant associations were observed between exposure to PM1 and PM2.5 and incident fatal ischemic stroke. The corresponding hazard ratios and 95{\%} CIs associated with 10 µg/m3 increase in PM1 and PM2.5 were 1.05 (1.02-1.09) and 1.03 (1.00-1.06), respectively. No significant association was observed for PM10 or NO2 (hazard ratios and 95{\%} CIs, 1.01 [1.00-1.03] and 1.03 [0.99-1.06], respectively). Higher hazard ratios (and 95{\%} CIs) were observed for male, elderly and obese individuals. Conclusions- Prestroke exposure to PM1 and PM2.5 was associated with increased incident fatal ischemic stroke in the year following an ischemic stroke in China. Improved air quality may be beneficial for people to recover from stroke.",
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Long-Term Exposure to Air Pollution and Survival After Ischemic Stroke : The China National Stroke Registry Cohort. / Chen, Gongbo; Wang, Anxin; Li, Shanshan; Zhao, Xingquan; Wang, Yilong; Li, Hao; Meng, Xia; Knibbs, Luke D.; Bell, Michelle L.; Abramson, Michael J.; Wang, Yongjun; Guo, Yuming.

In: Stroke, Vol. 50, No. 3, 01.03.2019, p. 563-570.

Research output: Contribution to journalArticleResearchpeer-review

TY - JOUR

T1 - Long-Term Exposure to Air Pollution and Survival After Ischemic Stroke

T2 - The China National Stroke Registry Cohort

AU - Chen, Gongbo

AU - Wang, Anxin

AU - Li, Shanshan

AU - Zhao, Xingquan

AU - Wang, Yilong

AU - Li, Hao

AU - Meng, Xia

AU - Knibbs, Luke D.

AU - Bell, Michelle L.

AU - Abramson, Michael J.

AU - Wang, Yongjun

AU - Guo, Yuming

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N2 - Background and Purpose- China bears a heavy burden of stroke because of its large population of elderly people and the propensity for stroke. Previous studies have examined the association between air pollution and stroke mortality or hospital admission. However, the global evidence for adverse effects of air pollution on survival after stroke is scarce. Methods- We used the first national hospital-based prospective registry cohort of stroke in China, which included 12 291 ischemic stroke patients who visited hospitals during 2007 to 2008. All patients were followed for 1-year poststroke. Deaths during the follow-up period were recorded. Participants' 3-year prestroke exposures to ambient PM1, PM2.5, PM10 (particulate matter with aerodynamic diameters ≤1, ≤2.5, and ≤10 μm, respectively) and NO2 (nitrogen dioxide) were estimated by machine learning algorithms with satellite remote sensing, land use information, and meteorological data. Cox proportional hazards models were used to examine the association between air pollution and survival after ischemic stroke. Results- In total, 1649 deaths were identified during the 1-year follow-up period. After controlling for potential confounders, significant associations were observed between exposure to PM1 and PM2.5 and incident fatal ischemic stroke. The corresponding hazard ratios and 95% CIs associated with 10 µg/m3 increase in PM1 and PM2.5 were 1.05 (1.02-1.09) and 1.03 (1.00-1.06), respectively. No significant association was observed for PM10 or NO2 (hazard ratios and 95% CIs, 1.01 [1.00-1.03] and 1.03 [0.99-1.06], respectively). Higher hazard ratios (and 95% CIs) were observed for male, elderly and obese individuals. Conclusions- Prestroke exposure to PM1 and PM2.5 was associated with increased incident fatal ischemic stroke in the year following an ischemic stroke in China. Improved air quality may be beneficial for people to recover from stroke.

AB - Background and Purpose- China bears a heavy burden of stroke because of its large population of elderly people and the propensity for stroke. Previous studies have examined the association between air pollution and stroke mortality or hospital admission. However, the global evidence for adverse effects of air pollution on survival after stroke is scarce. Methods- We used the first national hospital-based prospective registry cohort of stroke in China, which included 12 291 ischemic stroke patients who visited hospitals during 2007 to 2008. All patients were followed for 1-year poststroke. Deaths during the follow-up period were recorded. Participants' 3-year prestroke exposures to ambient PM1, PM2.5, PM10 (particulate matter with aerodynamic diameters ≤1, ≤2.5, and ≤10 μm, respectively) and NO2 (nitrogen dioxide) were estimated by machine learning algorithms with satellite remote sensing, land use information, and meteorological data. Cox proportional hazards models were used to examine the association between air pollution and survival after ischemic stroke. Results- In total, 1649 deaths were identified during the 1-year follow-up period. After controlling for potential confounders, significant associations were observed between exposure to PM1 and PM2.5 and incident fatal ischemic stroke. The corresponding hazard ratios and 95% CIs associated with 10 µg/m3 increase in PM1 and PM2.5 were 1.05 (1.02-1.09) and 1.03 (1.00-1.06), respectively. No significant association was observed for PM10 or NO2 (hazard ratios and 95% CIs, 1.01 [1.00-1.03] and 1.03 [0.99-1.06], respectively). Higher hazard ratios (and 95% CIs) were observed for male, elderly and obese individuals. Conclusions- Prestroke exposure to PM1 and PM2.5 was associated with increased incident fatal ischemic stroke in the year following an ischemic stroke in China. Improved air quality may be beneficial for people to recover from stroke.

KW - air pollution

KW - machine learning

KW - nitrogen dioxide

KW - particulate matter

KW - proportional hazards models

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U2 - 10.1161/STROKEAHA.118.023264

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JO - Stroke

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SN - 0039-2499

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