Skip to main content
Advertisement
  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Diversity, Equity, & Inclusion (DEI)
    • Neurology: Clinical Practice Accelerator
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Neurology Future Forecasting Series
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
    • UDDA Revision Series
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center

Advanced Search

Main menu

  • Neurology.org
  • Journals
    • Neurology
    • Clinical Practice
    • Education
    • Genetics
    • Neuroimmunology & Neuroinflammation
  • Online Sections
    • Neurology Video Journal Club
    • Diversity, Equity, & Inclusion (DEI)
    • Neurology: Clinical Practice Accelerator
    • Practice Buzz
    • Practice Current
    • Residents & Fellows
    • Without Borders
  • Collections
    • COVID-19
    • Disputes & Debates
    • Health Disparities
    • Infographics
    • Neurology Future Forecasting Series
    • Null Hypothesis
    • Patient Pages
    • Topics A-Z
    • Translations
    • UDDA Revision Series
  • Podcast
  • CME
  • About
    • About the Journals
    • Contact Us
    • Editorial Board
  • Authors
    • Submit New Manuscript
    • Submit Revised Manuscript
    • Author Center
  • Home
  • Latest Articles
  • Current Issue
  • Past Issues
  • Neurology Video Journal Club
  • Residents & Fellows

User menu

  • Subscribe
  • My Alerts
  • Log in

Search

  • Advanced search
Neurology
Home
The most widely read and highly cited peer-reviewed neurology journal
  • Subscribe
  • My Alerts
  • Log in
Site Logo
  • Home
  • Latest Articles
  • Current Issue
  • Past Issues
  • Neurology Video Journal Club
  • Residents & Fellows

Share

January 25, 2022; 98 (4) Research Article

Cardiovascular Risk Factors and MRI Markers of Cerebral Small Vessel Disease

A Mendelian Randomization Study

View ORCID ProfileVictoria Taylor-Bateman, View ORCID ProfileDipender Gill, Marios K. Georgakis, Rainer Malik, Patricia Munroe, Matthew Traylor, on behalf of the International Consortium of Blood Pressure (ICBP)
First published November 29, 2021, DOI: https://doi.org/10.1212/WNL.0000000000013120
Victoria Taylor-Bateman
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Victoria Taylor-Bateman
Dipender Gill
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Dipender Gill
Marios K. Georgakis
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rainer Malik
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Patricia Munroe
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Matthew Traylor
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
From Clinical Pharmacology (V.T.-B., P.M., M.T.), William Harvey Research Institute, Queen Mary University of London; Department of Epidemiology and Biostatistics (D.P.), School of Public Health, and Department of Medicine (D.G.), Centre for Pharmacology and Therapeutics, Imperial College London; Novo Nordisk Research Centre (D.G., M.T.), Oxford; Clinical Pharmacology and Therapeutics Section (D.G.), Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St. George’s, University of London; Clinical Pharmacology Group (D.G.), Pharmacy and Medicines Directorate, St. George's University Hospitals NHS Foundation Trust, London, UK; Institute for Stroke and Dementia Research (M.G., R.M.), University Hospital of Ludwig-Maximilians-University, Munich, Germany; National Institute for Health Research Barts Cardiovascular Biomedical Research Centre (P.M.), Queen Mary University of London; The Barts Heart Centre and NIHR Barts Biomedical Research Centre–Barts Health NHS Trust (M.T.), William Harvey Research Institute, Queen Mary University London, UK; Center for Genomic Medicine (M.K.G.), Massachusetts General Hospital, Boston; and Program in Medical and Population Genetics (M.K.G.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Boston.
Full PDF
Short Form
Citation
Cardiovascular Risk Factors and MRI Markers of Cerebral Small Vessel Disease
A Mendelian Randomization Study
Victoria Taylor-Bateman, Dipender Gill, Marios K. Georgakis, Rainer Malik, Patricia Munroe, Matthew Traylor, on behalf of the International Consortium of Blood Pressure (ICBP)
Neurology Jan 2022, 98 (4) e343-e351; DOI: 10.1212/WNL.0000000000013120

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Permissions

Make Comment

See Comments

Downloads
288

Share

  • Article
  • Figures & Data
  • Info & Disclosures
Loading

This article requires a subscription to view the full text. If you have a subscription you may use the login form below to view the article. Access to this article can also be purchased.

Abstract

Background and Objectives Cardiovascular risk factors have been implicated in the etiology of cerebral small vessel disease (CSVD); however, whether the associations are causal remains unclear in part due to the susceptibility of observational studies to reverse causation and confounding. Here, we use mendelian randomization (MR) to determine which cardiovascular risk factors are likely to be involved in the etiology of CSVD.

Methods We used data from large-scale genome-wide association studies of European ancestry to identify genetic proxies for blood pressure, blood lipids, body mass index (BMI), type 2 diabetes, smoking initiation, cigarettes per day, and alcohol consumption. MR was performed to assess their association with 3 neuroimaging features that are altered in CSVD (white matter hyperintensities [WMH], fractional anisotropy [FA], and mean diffusivity [MD]) using genetic summary data from the UK Biobank (N = 31,855). Our primary analysis used inverse-weighted median MR, with validation using weighted median, MR-Egger, and a pleiotropy-minimizing approach. Finally, multivariable MR was performed to study the effects of multiple risk factors jointly.

Results MR analysis showed consistent associations across all methods for higher genetically proxied systolic and diastolic blood pressures with WMH, FA, and MD and for higher genetically proxied BMI with WMH. There was weaker evidence for associations between total cholesterol, low-density lipoprotein, smoking initiation, pulse pressure, and type 2 diabetes liability and at least 1 CSVD imaging feature, but these associations were not reproducible across all validation methods used. Multivariable MR analysis for blood pressure traits found that the effect was primarily through genetically proxied diastolic blood pressure across all CSVD traits.

Discussion Genetic predisposition to higher blood pressure, primarily diastolic blood pressure, and to higher BMI is associated with a higher burden of CSVD, suggesting a causal role. Improved management and treatment of these risk factors could reduce the burden of CSVD.

Glossary

BMI=
body mass index;
CSVD=
cerebral small vessel disease;
DBP=
diastolic blood pressure;
DTI=
diffusion tensor imaging;
FA=
fractional anisotropy;
GWAS=
genome-wide association studies;
HbA1c=
hemoglobin A1c;
HDL=
high-density lipoprotein;
ICBP=
International Consortium of Blood Pressure;
IVW=
inverse-variance weighted;
LDL=
low-density lipoprotein;
MD=
mean diffusivity;
MR=
mendelian randomization;
SBP=
systolic blood pressure;
SNP=
single nucleotide polymorphism;
TC=
total cholesterol;
T2D=
type 2 diabetes;
MH=
white matter hyperintensities

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • International Consortium of Blood Pressure (ICBP) coinvestigators are listed at links.lww.com/WNL/B672.

  • Received March 16, 2021.
  • Accepted in final form November 19, 2021.
  • © 2021 American Academy of Neurology
View Full Text

AAN Members

We have changed the login procedure to improve access between AAN.com and the Neurology journals. If you are experiencing issues, please log out of AAN.com and clear history and cookies. (For instructions by browser, please click the instruction pages below). After clearing, choose preferred Journal and select login for AAN Members. You will be redirected to a login page where you can log in with your AAN ID number and password. When you are returned to the Journal, your name should appear at the top right of the page.

Google Safari Microsoft Edge Firefox

Click here to login

AAN Non-Member Subscribers

Click here to login

Purchase access

For assistance, please contact:
AAN Members (800) 879-1960 or (612) 928-6000 (International)
Non-AAN Member subscribers (800) 638-3030 or (301) 223-2300 option 3, select 1 (international)

Sign Up
Information on how to subscribe to Neurology and Neurology: Clinical Practice can be found here 

Purchase
Individual access to articles is available through the Add to Cart option on the article page.  Access for 1 day (from the computer you are currently using) is US$ 39.00.  Pay-per-view content is for the use of the payee only, and content may not be further distributed by print or electronic means.  The payee may view, download, and/or print the article for his/her personal, scholarly, research, and educational use.  Distributing copies (electronic or otherwise) of the article is not allowed.

Letters: Rapid online correspondence

No comments have been published for this article.
Comment

REQUIREMENTS

You must ensure that your Disclosures have been updated within the previous six months. Please go to our Submission Site to add or update your Disclosure information.

Your co-authors must send a completed Publishing Agreement Form to Neurology Staff (not necessary for the lead/corresponding author as the form below will suffice) before you upload your comment.

If you are responding to a comment that was written about an article you originally authored:
You (and co-authors) do not need to fill out forms or check disclosures as author forms are still valid
and apply to letter.

Submission specifications:

  • Submissions must be < 200 words with < 5 references. Reference 1 must be the article on which you are commenting.
  • Submissions should not have more than 5 authors. (Exception: original author replies can include all original authors of the article)
  • Submit only on articles published within 6 months of issue date.
  • Do not be redundant. Read any comments already posted on the article prior to submission.
  • Submitted comments are subject to editing and editor review prior to posting.

More guidelines and information on Disputes & Debates

Compose Comment

More information about text formats

Plain text

  • No HTML tags allowed.
  • Web page addresses and e-mail addresses turn into links automatically.
  • Lines and paragraphs break automatically.
Author Information
NOTE: The first author must also be the corresponding author of the comment.
First or given name, e.g. 'Peter'.
Your last, or family, name, e.g. 'MacMoody'.
Your email address, e.g. higgs-boson@gmail.com
Your role and/or occupation, e.g. 'Orthopedic Surgeon'.
Your organization or institution (if applicable), e.g. 'Royal Free Hospital'.
Publishing Agreement
NOTE: All authors, besides the first/corresponding author, must complete a separate Publishing Agreement Form and provide via email to the editorial office before comments can be posted.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.

Vertical Tabs

You May Also be Interested in

Back to top
  • Article
    • Abstract
    • Glossary
    • Methods
    • Results
    • Discussion
    • Study Funding
    • Disclosure
    • Acknowledgment
    • Appendix 1 Authors
    • Appendix 2 Coinvestigators
    • Footnotes
    • References
  • Figures & Data
  • Info & Disclosures
Advertisement

Differences in Age-related Retinal and Cortical Atrophy Rates in Multiple Sclerosis

Prof. Massimo Filippi and Dr. Paolo Preziosa

► Watch

Related Articles

  • No related articles found.

Alert Me

  • Alert me when eletters are published
Neurology: 101 (2)

Articles

  • Ahead of Print
  • Current Issue
  • Past Issues
  • Popular Articles
  • Translations

About

  • About the Journals
  • Ethics Policies
  • Editors & Editorial Board
  • Contact Us
  • Advertise

Submit

  • Author Center
  • Submit a Manuscript
  • Information for Reviewers
  • AAN Guidelines
  • Permissions

Subscribers

  • Subscribe
  • Activate a Subscription
  • Sign up for eAlerts
  • RSS Feed
Site Logo
  • Visit neurology Template on Facebook
  • Follow neurology Template on Twitter
  • Visit Neurology on YouTube
  • Neurology
  • Neurology: Clinical Practice
  • Neurology: Education
  • Neurology: Genetics
  • Neurology: Neuroimmunology & Neuroinflammation
  • AAN.com
  • AANnews
  • Continuum
  • Brain & Life
  • Neurology Today

Wolters Kluwer Logo

Neurology | Print ISSN:0028-3878
Online ISSN:1526-632X

© 2023 American Academy of Neurology

  • Privacy Policy
  • Feedback
  • Advertise