TY - JOUR
T1 - Heart rate, intelligence in adolescence, and Parkinson’s disease later in life
AU - Longinetti, Elisa
AU - Zhan, Yiqiang
AU - Sata, Mizuki
AU - Larsson, Henrik
AU - D′Onofrio, Brian M.
AU - Iso, Hiroyasu
AU - Wirdefeldt, Karin
AU - Fang, Fang
N1 - Funding Information:
We thank the employees and research participants of 23andMe for use of the GWAS summary statistics. This study was funded by the Swedish Research Council (Grant No. 2017-02175, 2019-01088), the Karolinska Institutet (Senior Researcher Award and Strategic Research Area in Epidemiology Award), and the Swedish Initiative for Research on Microdata in the Social and Medical Sciences (SIMSAM) funded by the Swedish Research Council (Grant No. 340-2013-5867). Funding sources were not involved in the design or conduct of the study; collection, management, or analysis of the data; interpretation of the results; preparation, review, or approval of the manuscript; or decision to submit for publication.
Funding Information:
Open access funding provided by Karolinska Institute. This study was funded by the Swedish Research Council (grant No. 2017-02175, 2019–01088), the Karolinska Institutet (Senior Researcher Award and Strategic Research Area in Epidemiology Award), and the Swedish Initiative for Research on Microdata in the Social and Medical Sciences (SIMSAM) funded by the Swedish Research Council (Grant No. 340–2013-5867). Funding sources were not involved in the design or conduct of the study; collection, management, or analysis of the data; interpretation of the results; preparation, review, or approval of the manuscript; or decision to submit for publication.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/10
Y1 - 2021/10
N2 - To investigate whether physical and cognitive fitness measured in late adolescence was associated with future risk of Parkinson’s disease (PD). The cohort included 1,259,485 Swedish men with physical fitness, body mass index (BMI), resting heart rate (RHR), blood pressure, intelligence quotient (IQ), and stress resilience measured at the age of 17–20 in relation to conscription. Incident cases of PD were ascertained from the Swedish Patient Register. Hazard ratios were estimated from Cox models, after controlling for multiple confounders. We further performed Mendelian randomization (MR) analyses to assess the causality of the associations, using GWAS summary statistics with > 800,000 individuals. During follow-up, we identified 1,034 cases of PD (mean age at diagnosis = 53). Men with an RHR > 100 beats per minute had a higher risk of PD compared to men with an RHR of 60–100 beats per minute (HR = 1.47; 95% CI = 1.08–1.99). Men with IQ above the highest tertile had a higher risk of PD compared to men with an IQ below the lowest tertile (HR = 1.46; 95% CI = 1.19–1.79). We found no association for physical fitness, BMI, blood pressure, or stress resilience. A causal relationship was suggested by the MR analysis between IQ and PD, but not between RHR and PD. RHR and IQ in late adolescence were associated with a higher risk of PD diagnosed at relatively young age. The association of IQ with PD is likely causal, whereas the association of RHR with PD suggests that altered cardiac autonomic function might start before 20 years of age in PD.
AB - To investigate whether physical and cognitive fitness measured in late adolescence was associated with future risk of Parkinson’s disease (PD). The cohort included 1,259,485 Swedish men with physical fitness, body mass index (BMI), resting heart rate (RHR), blood pressure, intelligence quotient (IQ), and stress resilience measured at the age of 17–20 in relation to conscription. Incident cases of PD were ascertained from the Swedish Patient Register. Hazard ratios were estimated from Cox models, after controlling for multiple confounders. We further performed Mendelian randomization (MR) analyses to assess the causality of the associations, using GWAS summary statistics with > 800,000 individuals. During follow-up, we identified 1,034 cases of PD (mean age at diagnosis = 53). Men with an RHR > 100 beats per minute had a higher risk of PD compared to men with an RHR of 60–100 beats per minute (HR = 1.47; 95% CI = 1.08–1.99). Men with IQ above the highest tertile had a higher risk of PD compared to men with an IQ below the lowest tertile (HR = 1.46; 95% CI = 1.19–1.79). We found no association for physical fitness, BMI, blood pressure, or stress resilience. A causal relationship was suggested by the MR analysis between IQ and PD, but not between RHR and PD. RHR and IQ in late adolescence were associated with a higher risk of PD diagnosed at relatively young age. The association of IQ with PD is likely causal, whereas the association of RHR with PD suggests that altered cardiac autonomic function might start before 20 years of age in PD.
KW - Cohort study
KW - Early-life exposure
KW - Epidemiology
KW - Parkinson’s disease
KW - Risk factor
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U2 - 10.1007/s10654-021-00730-y
DO - 10.1007/s10654-021-00730-y
M3 - Article
C2 - 33675447
AN - SCOPUS:85102042004
SN - 0393-2990
VL - 36
SP - 1055
EP - 1064
JO - European Journal of Epidemiology
JF - European Journal of Epidemiology
IS - 10
ER -