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May 23, 2023; 100 (21) Research Article

Plasma Proteomic Associations With Incident Ischemic Stroke in Older Adults

The Cardiovascular Health Study

View ORCID ProfileRizwan Kalani, Traci M. Bartz, Bruce M. Psaty, View ORCID ProfileMitchell S.V. Elkind, James S. Floyd, Robert E. Gerszten, Ali Shojaie, Susan R. Heckbert, Joshua C. Bis, Thomas R. Austin, David L. Tirschwell, Joseph A.C. Delaney, W.T. Longstreth
First published April 4, 2023, DOI: https://doi.org/10.1212/WNL.0000000000207242
Rizwan Kalani
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Traci M. Bartz
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Bruce M. Psaty
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Mitchell S.V. Elkind
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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  • ORCID record for Mitchell S.V. Elkind
James S. Floyd
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Robert E. Gerszten
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Ali Shojaie
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Susan R. Heckbert
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Joshua C. Bis
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Thomas R. Austin
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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David L. Tirschwell
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Joseph A.C. Delaney
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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W.T. Longstreth Jr
From the Departments of Neurology (R.K., D.L.T., W.T.L.), Biostatistics (T.M.B., A.S.), Cardiovascular Health Research Unit (B.M.P., J.S.F., S.R.H., J.C.B., T.R.A.), Medicine, Epidemiology (B.M.P., J.S.F., S.R.H., J.A.C.D., W.T.L.), and Health Services (B.M.P.), University of Washington, Seattle; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons, and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY; Division of Cardiovascular Medicine (R.E.G.), Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA; and College of Pharmacy (J.A.C.D.), University of Manitoba, Winnipeg, Canada.
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Citation
Plasma Proteomic Associations With Incident Ischemic Stroke in Older Adults
The Cardiovascular Health Study
Rizwan Kalani, Traci M. Bartz, Bruce M. Psaty, Mitchell S.V. Elkind, James S. Floyd, Robert E. Gerszten, Ali Shojaie, Susan R. Heckbert, Joshua C. Bis, Thomas R. Austin, David L. Tirschwell, Joseph A.C. Delaney, W.T. Longstreth
Neurology May 2023, 100 (21) e2182-e2190; DOI: 10.1212/WNL.0000000000207242

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Abstract

Background and Objectives Plasma proteomics may elucidate novel insights into the pathophysiology of ischemic stroke (IS), identify biomarkers of IS risk, and guide development of nascent prevention strategies. We evaluated the relationship between the plasma proteome and IS risk in the population-based Cardiovascular Health Study (CHS).

Methods Eligible CHS participants were free of prevalent stroke and underwent quantification of 1,298 plasma proteins using the aptamer-based SOMAScan assay platform from the 1992–1993 study visit. Multivariable Cox proportional hazards regression was used to evaluate associations between a 1-SD increase in the log2-transformed estimated plasma protein concentrations and incident IS, adjusting for demographics, IS risk factors, and estimated glomerular filtration rate. For proteins independently associated with incident IS, a secondary stratified analysis evaluated associations in subgroups defined by sex and race. Exploratory analyses evaluated plasma proteomic associations with cardioembolic and noncardioembolic IS and proteins associated with IS risk in participants with left atrial dysfunction but without atrial fibrillation.

Results Of 2,983 eligible participants, the mean age was 74.3 (±4.8) years, 61.2% were women, and 15.4% were Black. Over a median follow-up of 12.6 years, 450 participants experienced an incident IS. N-terminal probrain natriuretic peptide (NTproBNP, adjusted HR 1.37, 95% CI 1.23–1.53, p = 2.08 × 10−08) and macrophage metalloelastase (MMP12, adjusted HR 1.30, 95% CI 1.16–1.45, p = 4.55 × 10−06) were independently associated with IS risk. These 2 associations were similar in men and women and in Black and non-Black participants. In exploratory analyses, NTproBNP was independently associated with incident cardioembolic IS, E-selectin with incident noncardioembolic IS, and secreted frizzled-related protein 1 with IS risk in participants with left atrial dysfunction.

Discussion In a cohort of older adults, NTproBNP and MMP12 were independently associated with IS risk. We identified plasma proteomic determinants of incident cardioembolic and noncardioembolic IS and found a novel protein associated with IS risk in those with left atrial dysfunction.

Glossary

AF=
atrial fibrillation;
BMI=
body mass index;
CHS=
Cardiovascular Health Study;
cIMT=
carotid intima-media thickness;
eGFR=
estimated glomerular filtration rate;
HR=
hazard ratio;
IS=
ischemic stroke;
LDL-C=
low-density lipoprotein cholesterol;
MMP12=
macrophage metalloelastase;
NTproBNP=
N-terminal probrain natriuretic peptide;
SIGLEC7=
sialic acid–binding immunoglobulin-like lectin 7;
SNV=
single-nucleotide variants

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.

  • Submitted and externally peer reviewed. The handling editor was Editor-in-Chief José Merino, MD, MPhil, FAAN.

  • Received July 30, 2022.
  • Accepted in final form February 16, 2023.
  • © 2023 American Academy of Neurology
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