Causal Associations of Sleep Apnea With Alzheimer Disease and Cardiovascular Disease: A Bidirectional Mendelian Randomization Analysis

Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary arter...

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Published inJournal of the American Heart Association Vol. 13; no. 18; p. e033850
Main Authors Cavaillès, Clémence, Andrews, Shea J., Leng, Yue, Chatterjee, Aadrita, Daghlas, Iyas, Yaffe, Kristine
Format Journal Article
LanguageEnglish
Published England John Wiley and Sons Inc 17.09.2024
Wiley
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Online AccessGet full text
ISSN2047-9980
2047-9980
DOI10.1161/JAHA.123.033850

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Abstract Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization. Using summary statistics from 4 recent, large genome-wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2-sample Mendelian randomization analyses. Our primary analytic method was fixed-effects inverse variance-weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [OR ]=1.35 per log-odds increase in SA liability [95% CI=1.25-1.47]) and stroke (OR =1.13 [95% CI=1.01-1.25]). These associations were somewhat attenuated after excluding single-nucleotide polymorphisms associated with body mass index (OR =1.26 [95% CI=1.15-1.39] for CAD risk; OR =1.08 [95% CI=0.96-1.22] for stroke risk). SA was not causally associated with a higher risk of AD (OR =1.14 [95% CI=0.91-1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA. These results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.
AbstractList Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization.BACKGROUNDSleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization.Using summary statistics from 4 recent, large genome-wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2-sample Mendelian randomization analyses. Our primary analytic method was fixed-effects inverse variance-weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [ORIVW]=1.35 per log-odds increase in SA liability [95% CI=1.25-1.47]) and stroke (ORIVW=1.13 [95% CI=1.01-1.25]). These associations were somewhat attenuated after excluding single-nucleotide polymorphisms associated with body mass index (ORIVW=1.26 [95% CI=1.15-1.39] for CAD risk; ORIVW=1.08 [95% CI=0.96-1.22] for stroke risk). SA was not causally associated with a higher risk of AD (ORIVW=1.14 [95% CI=0.91-1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA.METHODS AND RESULTSUsing summary statistics from 4 recent, large genome-wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2-sample Mendelian randomization analyses. Our primary analytic method was fixed-effects inverse variance-weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [ORIVW]=1.35 per log-odds increase in SA liability [95% CI=1.25-1.47]) and stroke (ORIVW=1.13 [95% CI=1.01-1.25]). These associations were somewhat attenuated after excluding single-nucleotide polymorphisms associated with body mass index (ORIVW=1.26 [95% CI=1.15-1.39] for CAD risk; ORIVW=1.08 [95% CI=0.96-1.22] for stroke risk). SA was not causally associated with a higher risk of AD (ORIVW=1.14 [95% CI=0.91-1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA.These results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.CONCLUSIONSThese results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.
Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization. Using summary statistics from 4 recent, large genome-wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2-sample Mendelian randomization analyses. Our primary analytic method was fixed-effects inverse variance-weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [OR ]=1.35 per log-odds increase in SA liability [95% CI=1.25-1.47]) and stroke (OR =1.13 [95% CI=1.01-1.25]). These associations were somewhat attenuated after excluding single-nucleotide polymorphisms associated with body mass index (OR =1.26 [95% CI=1.15-1.39] for CAD risk; OR =1.08 [95% CI=0.96-1.22] for stroke risk). SA was not causally associated with a higher risk of AD (OR =1.14 [95% CI=0.91-1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA. These results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.
Background Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or other mechanisms is not clear. We sought to examine the bidirectional causal relationships between SA, Alzheimer disease (AD), coronary artery disease (CAD), and ischemic stroke using Mendelian randomization. Methods and Results Using summary statistics from 4 recent, large genome‐wide association studies of SA (n=523 366), AD (n=94 437), CAD (n=1 165 690), and stroke (n=1 308 460), we conducted bidirectional 2‐sample Mendelian randomization analyses. Our primary analytic method was fixed‐effects inverse variance–weighted (IVW) Mendelian randomization; diagnostics tests and sensitivity analyses were conducted to verify the robustness of the results. We identified a significant causal effect of SA on the risk of CAD (odds ratio [ORIVW]=1.35 per log‐odds increase in SA liability [95% CI=1.25–1.47]) and stroke (ORIVW=1.13 [95% CI=1.01–1.25]). These associations were somewhat attenuated after excluding single‐nucleotide polymorphisms associated with body mass index (ORIVW=1.26 [95% CI=1.15–1.39] for CAD risk; ORIVW=1.08 [95% CI=0.96–1.22] for stroke risk). SA was not causally associated with a higher risk of AD (ORIVW=1.14 [95% CI=0.91–1.43]). We did not find causal effects of AD, CAD, or stroke on risk of SA. Conclusions These results suggest that SA increased the risk of CAD, and the identified causal association with stroke risk may be confounded by body mass index. Moreover, no causal effect of SA on AD risk was found. Future studies are warranted to investigate cardiovascular pathways between sleep disorders, including SA, and dementia.
Author Chatterjee, Aadrita
Andrews, Shea J.
Cavaillès, Clémence
Daghlas, Iyas
Yaffe, Kristine
Leng, Yue
AuthorAffiliation 3 Department of Neurology University of California San Francisco San Francisco CA
4 Department of Epidemiology University of California San Francisco San Francisco CA
2 San Francisco Veterans Affairs Health Care System San Francisco CA
1 Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA
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crossref_primary_10_3389_fnagi_2024_1482255
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Keywords coronary artery disease
Alzheimer disease
Mendelian randomization
cardiovascular diseases
causal inference
sleep apnea
stroke
Language English
License This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
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Preprint posted on MedRxiv November 22, 2023. doi: https://doi.org/10.1101/2023.11.20.23298793.
Supplemental Material is available at https://www.ahajournals.org/doi/suppl/10.1161/JAHA.123.033850
For Sources of Funding and Disclosures, see page 9.
This manuscript was sent to Meng Lee, MD, Guest Editor, for review by expert referees, editorial decision, and final disposition.
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Snippet Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative, vascular, or...
Background Sleep apnea (SA) has been linked to an increased risk of dementia in numerous observational studies; whether this is driven by neurodegenerative,...
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SubjectTerms Alzheimer disease
Alzheimer Disease - diagnosis
Alzheimer Disease - epidemiology
Alzheimer Disease - genetics
cardiovascular diseases
Cardiovascular Diseases - epidemiology
Cardiovascular Diseases - etiology
Cardiovascular Diseases - genetics
causal inference
coronary artery disease
Coronary Artery Disease - diagnosis
Coronary Artery Disease - epidemiology
Coronary Artery Disease - genetics
Genetic Predisposition to Disease
Genome-Wide Association Study
Humans
Ischemic Stroke - epidemiology
Ischemic Stroke - etiology
Ischemic Stroke - genetics
Mendelian randomization
Mendelian Randomization Analysis
Original Research
Polymorphism, Single Nucleotide
Risk Assessment - methods
Risk Factors
sleep apnea
Sleep Apnea Syndromes - complications
Sleep Apnea Syndromes - diagnosis
Sleep Apnea Syndromes - epidemiology
Sleep Apnea Syndromes - genetics
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Title Causal Associations of Sleep Apnea With Alzheimer Disease and Cardiovascular Disease: A Bidirectional Mendelian Randomization Analysis
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