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 in | Journal of the American Heart Association Vol. 13; no. 18; p. e033850 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
England
John Wiley and Sons Inc
17.09.2024
Wiley |
Subjects | |
Online Access | Get full text |
ISSN | 2047-9980 2047-9980 |
DOI | 10.1161/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. |
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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 |
AuthorAffiliation_xml | – name: 4 Department of Epidemiology University of California San Francisco San Francisco CA – name: 3 Department of Neurology University of California San Francisco San Francisco CA – name: 2 San Francisco Veterans Affairs Health Care System San Francisco CA – name: 1 Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA |
Author_xml | – sequence: 1 givenname: Clémence orcidid: 0000-0002-8443-2307 surname: Cavaillès fullname: Cavaillès, Clémence organization: Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA – sequence: 2 givenname: Shea J. orcidid: 0000-0002-1921-9470 surname: Andrews fullname: Andrews, Shea J. organization: Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA – sequence: 3 givenname: Yue orcidid: 0000-0001-5826-4031 surname: Leng fullname: Leng, Yue organization: Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA – sequence: 4 givenname: Aadrita surname: Chatterjee fullname: Chatterjee, Aadrita organization: San Francisco Veterans Affairs Health Care System San Francisco CA – sequence: 5 givenname: Iyas orcidid: 0000-0001-6924-0641 surname: Daghlas fullname: Daghlas, Iyas organization: Department of Neurology University of California San Francisco San Francisco CA – sequence: 6 givenname: Kristine surname: Yaffe fullname: Yaffe, Kristine organization: Department of Psychiatry and Behavioral Sciences University of California San Francisco San Francisco CA, San Francisco Veterans Affairs Health Care System San Francisco CA, Department of Neurology University of California San Francisco San Francisco CA, Department of Epidemiology University of California San Francisco San Francisco CA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39258525$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.1177/1747493020903979 10.1093/sleep/zsab076 10.1016/j.ajhg.2023.12.002 10.1136/bmjopen-2018-022752 10.1161/CIRCULATIONAHA.109.901801 10.3389/fpsyt.2023.1068756 10.1056/NEJMra0909142 10.1111/jsr.13681 10.1016/j.jalz.2018.06.3061 10.1164/rccm.201704-0704OC 10.7554/eLife.34408 10.1038/s41588-019-0481-0 10.1056/NEJMoa1606599 10.1001/jamaneurol.2017.2180 10.1016/j.jalz.2017.06.2269 10.1212/WNL.0000000000207249 10.1111/crj.13175 10.1016/j.jagp.2015.02.008 10.1038/s41586-022-05165-3 10.1007/s10654-018-0424-6 10.1161/CIR.0000000000000988 10.1016/j.sleep.2022.06.004 10.1371/journal.pone.0078655 10.5664/jcsm.3600 10.1371/journal.pone.0184244 10.1136/jech.2009.100503 10.1016/j.psychres.2019.01.086 10.1001/jama.2021.18236 10.1007/s00401-017-1717-7 10.1161/STROKEAHA.118.023353 10.1001/jamaneurol.2020.0311 10.2147/NSS.S398544 10.1093/sleep/zsac298 10.1002/gepi.21998 10.1016/S1474-4422(14)70172-3 10.1093/ije/dyr036 10.1164/rccm.200911-1746OC 10.1002/lary.28558 10.1016/j.neurobiolaging.2021.05.008 10.1038/s41588-019-0358-2 10.1136/bmj.n2233 10.1016/S0140-6736(20)30367-6 10.1007/s00415-021-10824-y 10.3389/fnagi.2016.00078 10.1093/hmg/ddy271 10.1001/jama.2011.1115 10.1093/eurjpc/zwad005 10.1093/sleep/zsac308 10.1002/gepi.22522 10.1016/j.jalz.2017.09.006 10.1038/s41588-022-01233-6 |
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Keywords | coronary artery disease Alzheimer disease Mendelian randomization cardiovascular diseases causal inference sleep apnea stroke |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 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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