Cardiovascular

The impact of ai r q ua l ity index (AQI) and par tic ulate mat ter 2.5 (PM ) c oncen tration on the incid en ce of st roke i n Karachi, Pakist an : A bidirec tion al cohor t st ud y.

TL;DR

Short-term rise in air quality index readings and particulate matter 2.5 concentrations were found to have no association with the incidence of ischaemic and haemorrhagic strokes in Karachi, Pakistan.

Key Findings

Stroke subtype and onset time had no significant association with AQI readings or PM2.5 concentrations in the three days preceding stroke onset.

  • The study examined air quality data for the three days preceding stroke onset for each patient.
  • No significant association was found between stroke type and AQI or PM2.5 at days 1, 2, and 3 (p>0.05).
  • Both ischaemic and haemorrhagic stroke subtypes were included in the analysis.
  • Stroke onset time was also not significantly associated with air quality measures.

The study population consisted of 228 newly hospitalised stroke patients with a mean age of 62.15±14.20 years.

  • Of the 228 patients, 149 (65.4%) were males and 79 (34.6%) were females.
  • The overall mean age was 62.15±14.20 years.
  • The study was conducted at the Neurology Department of Liaquat National Hospital, Karachi.
  • The study period ran from August 10, 2022, to February 5, 2024.
  • Only newly hospitalised patients with acute onset of stroke were included.

Males exhibited a heightened propensity for experiencing ischaemic strokes compared to females.

  • The odds ratio for males experiencing ischaemic strokes compared to females was 1.179.
  • This association was not statistically significant (p=0.606).

Individuals with ischaemic heart disease demonstrated an elevated risk of suffering ischaemic strokes compared to those without the comorbidity.

  • The odds ratio for ischaemic stroke in patients with ischaemic heart disease was 2.986.
  • This association approached but did not reach conventional statistical significance (p=0.051).

Air pollutant data was sourced from a Swiss website providing real-time and historical air quality measurements.

  • Air Quality Index (AQI) and particulate matter 2.5 (PM2.5) concentrations were the exposure variables examined.
  • Data was collected for three days preceding each patient's stroke onset.
  • Data was analysed using SPSS version 27.
  • The study used a bidirectional cohort design to explore the association between stroke type and air quality exposure variables.

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Citation

Ali M, Zaidi S, Kazi H, Shahab F. (2026). The impact of ai r q ua l ity index (AQI) and par tic ulate mat ter 2.5 (PM ) c oncen tration on the incid en ce of st roke i n Karachi, Pakist an : A bidirec tion al cohor t st ud y.. JPMA. The Journal of the Pakistan Medical Association. https://doi.org/10.47391/JPMA.21691