Introduction: The influence of ambient temperature on the risk of stroke has remained unclear, particularly in relation to stroke subtypes. This study aimed to investigate the association between ambient temperature and the risk of ischaemic stroke from various aetiologies. Methods: We investigated the onset of acute ischaemic stroke in the prospective stroke registry conducted from October 2007 to September 2019 in Fukuoka, Japan. Stroke aetiology was classified into cardioembolism (CE), large-artery atherosclerosis (LAA), small-vessel occlusion (SVO), and other aetiologies. Hourly, maximum, and minimum temperature data were obtained from the Japan Meteorological Agency. After controlling for the non-linear and delayed effects of daily average temperature, we employed a quasi-Poisson generalised additive model with the natural logarithm of daily stroke counts as a function of predictors, including temperature metrics and humidity. Results: A total of 17,755 patients with acute ischaemic stroke (mean age ± SD: 73.1 ± 12.6 years; 41.4% female) were included in the analysis. Lower temperatures were associated with an increased risk of CE and LAA but not with that of SVO. Conversely, higher temperatures were associated with a decreased risk of CE, whereas no association was found with LAA or SVO. The association was observed within 5 days before stroke onset for LAA but after a longer period for CE. The risk of CE increased with rising variability in daily temperature preceding stroke onset. Conclusion: We observed distinct associations between ambient temperature and the risk of ischaemic stroke, contingent upon stroke aetiology, temperature levels, exposure duration, and patient characteristics.

1.
Yang
J
,
Yin
P
,
Zhou
M
,
Ou
CQ
,
Guo
Y
,
Gasparrini
A
, et al
.
Cardiovascular mortality risk attributable to ambient temperature in China
.
Heart
.
2015
;
101
(
24
):
1966
72
.
2.
Phung
D
,
Thai
PK
,
Guo
Y
,
Morawska
L
,
Rutherford
S
,
Chu
C
.
Ambient temperature and risk of cardiovascular hospitalization: an updated systematic review and meta-analysis
.
Sci Total Environ
.
2016
;
550
:
1084
102
.
3.
Bai
L
,
Li
Q
,
Wang
J
,
Lavigne
E
,
Gasparrini
A
,
Copes
R
, et al
.
Increased coronary heart disease and stroke hospitalisations from ambient temperatures in Ontario
.
Heart
.
2018
;
104
(
8
):
673
9
.
4.
Scovronick
N
,
Sera
F
,
Acquaotta
F
,
Garzena
D
,
Fratianni
S
,
Wright
CY
, et al
.
The association between ambient temperature and mortality in South Africa: a time-series analysis
.
Environ Res
.
2018
;
161
:
229
35
.
5.
Silveira
IH
,
Oliveira
BFA
,
Cortes
TR
,
Junger
WL
.
The effect of ambient temperature on cardiovascular mortality in 27 Brazilian cities
.
Sci Total Environ
.
2019
;
691
:
996
1004
.
6.
Alahmad
B
,
Khraishah
H
,
Royé
D
,
Vicedo-Cabrera
AM
,
Guo
Y
,
Papatheodorou
SI
, et al
.
Associations between extreme temperatures and cardiovascular cause-specific mortality: results from 27 countries
.
Circulation
.
2023
;
147
(
1
):
35
46
.
7.
Hong
YC
,
Rha
JH
,
Lee
JT
,
Ha
EH
,
Kwon
HJ
,
Kim
H
.
Ischemic stroke associated with decrease in temperature
.
Epidemiology
.
2003
;
14
(
4
):
473
8
.
8.
Kyobutungi
C
,
Grau
A
,
Stieglbauer
G
,
Becher
H
.
Absolute temperature, temperature changes and stroke risk: a case-crossover study
.
Eur J Epidemiol
.
2005
;
20
(
8
):
693
8
.
9.
Dawson
J
,
Weir
C
,
Wright
F
,
Bryden
C
,
Aslanyan
S
,
Lees
K
, et al
.
Associations between meteorological variables and acute stroke hospital admissions in the west of Scotland
.
Acta Neurol Scand
.
2008
;
117
(
2
):
85
9
.
10.
Magalhães
R
,
Silva
MC
,
Correia
M
,
Bailey
T
.
Are stroke occurrence and outcome related to weather parameters? Results from a population-based study in Northern Portugal
.
Cerebrovasc Dis
.
2011
;
32
(
6
):
542
51
.
11.
Goggins
WB
,
Woo
J
,
Ho
S
,
Chan
EY
,
Chau
PH
.
Weather, season, and daily stroke admissions in Hong Kong
.
Int J Biometeorol
.
2012
;
56
(
5
):
865
72
.
12.
Wang
Q
,
Gao
C
,
Wang
H
,
Lang
L
,
Yue
T
,
Lin
H
.
Ischemic stroke hospital admission associated with ambient temperature in Jinan, China
.
PLoS One
.
2013
;
8
(
11
):
e80381
.
13.
Mostofsky
E
,
Wilker
EH
,
Schwartz
J
,
Zanobetti
A
,
Gold
DR
,
Wellenius
GA
, et al
.
Short-term changes in ambient temperature and risk of ischemic stroke
.
Cerebrovasc Dis Extra
.
2014
;
4
(
1
):
9
18
.
14.
Han
MH
,
Yi
HJ
,
Kim
YS
,
Kim
YS
.
Effect of seasonal and monthly variation in weather and air pollution factors on stroke incidence in Seoul, Korea
.
Stroke
.
2015
;
46
(
4
):
927
35
.
15.
Mukai
T
,
Hosomi
N
,
Tsunematsu
M
,
Sueda
Y
,
Shimoe
Y
,
Ohshita
T
, et al
.
Various meteorological conditions exhibit both immediate and delayed influences on the risk of stroke events: the HEWS-stroke study
.
PLoS One
.
2017
;
12
(
6
):
e0178223
.
16.
Guan
W
,
Clay
SJ
,
Sloan
GJ
,
Pretlow
LG
.
Effects of barometric pressure and temperature on acute ischemic stroke hospitalization in Augusta, GA
.
Transl Stroke Res
.
2019
;
10
(
3
):
259
64
.
17.
Lavados
PM
,
Olavarría
VV
,
Hoffmeister
L
.
Ambient temperature and stroke risk: evidence supporting a short-term effect at a population level from acute environmental exposures
.
Stroke
.
2018
;
49
(
1
):
255
61
.
18.
Lian
H
,
Ruan
Y
,
Liang
R
,
Liu
X
,
Fan
Z
.
Short-term effect of ambient temperature and the risk of stroke: a systematic review and meta-analysis
.
Int J Environ Res Public Health
.
2015
;
12
(
8
):
9068
88
.
19.
Cao
Y
,
Wang
X
,
Zheng
D
,
Robinson
T
,
Hong
D
,
Richtering
S
, et al
.
Air pressure, humidity and stroke occurrence: a systematic review and meta-analysis
.
Int J Environ Res Public Health
.
2016
;
13
(
7
):
675
.
20.
Wang
X
,
Cao
Y
,
Hong
D
,
Zheng
D
,
Richtering
S
,
Sandset
EC
, et al
.
Ambient temperature and stroke occurrence: a systematic review and meta-analysis
.
Int J Environ Res Public Health
.
2016
;
13
(
7
):
698
.
21.
Special report from the National Institute of Neurological Disorders and Stroke. Classification of cerebrovascular diseases III
.
Stroke
.
1990
;
21
(
4
):
637
76
.
22.
Adams
HP
Jr
,
Bendixen
BH
,
Kappelle
LJ
,
Biller
J
,
Love
BB
,
Gordon
DL
, et al
.
Classification of subtype of acute ischemic stroke. Definitions for use in a multicenter clinical trial. TOAST. Trial of Org 10172 in Acute Stroke Treatment
.
Stroke
.
1993
;
24
(
1
):
35
41
.
23.
Guo
Y
,
Gasparrini
A
,
Armstrong
BG
,
Tawatsupa
B
,
Tobias
A
,
Lavigne
E
, et al
.
Temperature variability and mortality: a multi-country study
.
Environ Health Perspect
.
2016
;
124
(
10
):
1554
9
.
24.
Zorrilla-Vaca
A
,
Healy
RJ
,
Silva-Medina
MM
.
Revealing the association between cerebrovascular accidents and ambient temperature: a meta-analysis
.
Int J Biometeorol
.
2017
;
61
(
5
):
821
32
.
25.
Guo
Y
,
Barnett
AG
,
Pan
X
,
Yu
W
,
Tong
S
.
The impact of temperature on mortality in Tianjin, China: a case-crossover design with a distributed lag nonlinear model
.
Environ Health Perspect
.
2011
;
119
(
12
):
1719
25
.
26.
Huang
C
,
Barnett
AG
,
Wang
X
,
Tong
S
.
Effects of extreme temperatures on years of life lost for cardiovascular deaths: a time series study in Brisbane, Australia
.
Circ Cardiovasc Qual Outcomes
.
2012
;
5
(
5
):
609
14
.
27.
Liu
C
,
Yavar
Z
,
Sun
Q
.
Cardiovascular response to thermoregulatory challenges
.
Am J Physiol Heart Circ Physiol
.
2015
;
309
(
11
):
H1793
812
.
28.
Frost
L
,
Johnsen
SP
,
Pedersen
L
,
Husted
S
,
Engholm
G
,
Sørensen
HT
, et al
.
Seasonal variation in hospital discharge diagnosis of atrial fibrillation: a population-based study
.
Epidemiology
.
2002
;
13
(
2
):
211
5
.
You do not currently have access to this content.