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March 29, 2022; 98 (13) Research Article

Biological and Social Determinants of Hypertension Severity Before vs After Intracerebral Hemorrhage

Jessica R. Abramson, Juan Pablo Castello, Sophia Keins, Christina Kourkoulis, Axana Rodriguez-Torres, Evangelos Pavlos Myserlis, Haitham Alabsi, Andrew D. Warren, Jonathan Q.A. Henry, M. Edip Gurol, Anand Viswanathan, Steven M. Greenberg, Amytis Towfighi, Lesli Skolarus, Christopher D. Anderson, Jonathan Rosand, Alessandro Biffi
First published February 7, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200003
Jessica R. Abramson
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Juan Pablo Castello
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Sophia Keins
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Christina Kourkoulis
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Axana Rodriguez-Torres
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Evangelos Pavlos Myserlis
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Haitham Alabsi
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Andrew D. Warren
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Jonathan Q.A. Henry
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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M. Edip Gurol
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Anand Viswanathan
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Steven M. Greenberg
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Amytis Towfighi
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Lesli Skolarus
From the Henry and Allison McCance Center for Brain Health (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., J.Q.A.H., C.D.A., J.R., A.B.), Department of Neurology (J.R.A., J.P.C., S.K., C.K., E.P.M., H.A., A.D.W., J.Q.A.H., M.E.G., A.V., S.M.G., C.D.A., J.R., A.B.), and Center for Genomic Medicine (J.R.A., S.K., C.K., E.P.M., J.Q.A.H., C.D.A., J.R., A.B.), Massachusetts General Hospital, Boston; School of Medicine (A.R.-T.), University of California, Irvine; Department of Neurology (A.T.), Keck School of Medicine, University of Southern California, Los Angeles; Los Angeles County Department of Health Services (A.T.), CA; Stroke Program (L.S.), University of Michigan Medical School, Ann Arbor; and Department of Neurology (C.D.A.), Brigham and Women's Hospital, Boston, MA.
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Christopher D. Anderson
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Jonathan Rosand
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Alessandro Biffi
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Biological and Social Determinants of Hypertension Severity Before vs After Intracerebral Hemorrhage
Jessica R. Abramson, Juan Pablo Castello, Sophia Keins, Christina Kourkoulis, Axana Rodriguez-Torres, Evangelos Pavlos Myserlis, Haitham Alabsi, Andrew D. Warren, Jonathan Q.A. Henry, M. Edip Gurol, Anand Viswanathan, Steven M. Greenberg, Amytis Towfighi, Lesli Skolarus, Christopher D. Anderson, Jonathan Rosand, Alessandro Biffi
Neurology Mar 2022, 98 (13) e1349-e1360; DOI: 10.1212/WNL.0000000000200003

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Abstract

Background and Objectives Although blood pressure (BP) control is considered the most effective measure to prevent functional decline after intracerebral hemorrhage (ICH), fewer than half of survivors achieve treatment goals. We hypothesized that long-term (i.e., prehemorrhage) hypertension severity may be a crucial factor in explaining poor BP control after ICH. We investigated changes in hypertension severity after vs before ICH using latent class analysis (LCA) and identified patient characteristics predictive of individuals' BP trajectories.

Methods We analyzed data for ICH survivors enrolled in a study conducted at Massachusetts General Hospital (MGH) from 2002 to 2019 in Boston, a high-resource setting with near-universal medical insurance coverage. We captured BP measurements in the 12 months preceding and following the acute ICH hospitalization. Using LCA, we identified patient groups (classes) based on changes in hypertension severity over time in an unbiased manner. We then created multinomial logistic regression models to identify patient factors associated with these classes.

Results Among 336 participants, the average age was 74.4 years, 166 (49%) were male, and 288 (86%) self-reported White race/ethnicity. LCA identified 3 patient classes, corresponding to minimal (n = 114, 34%), intermediate (n = 128, 38%), and substantial (n = 94, 28%) improvement in hypertension severity after vs before ICH. Survivors with undertreated (relative risk ratio [RRR] 0.05, 95% CI 0.01–0.23) or resistant (RRR 0.03, 95% CI 0.01–0.06) hypertension before ICH were less likely to experience substantial improvement afterwards. Residents of high-income neighborhoods were more likely to experience substantial improvement (RRR 1.14 per $10,000, 95% CI 1.02–1.28). Black, Hispanic, and Asian participants with uncontrolled hypertension before ICH were more likely to experience minimal improvement after hemorrhagic stroke (interaction p < 0.001).

Discussion Most ICH survivors do not display consistent improvement in hypertension severity after hemorrhagic stroke. BP control after ICH is profoundly influenced by patient characteristics predating the hemorrhage, chiefly prestroke hypertension severity and socioeconomic status. Neighborhood income was associated with hypertension severity after ICH in a high-resource setting with near-universal health care coverage. These findings likely contribute to previously documented racial/ethnic disparities in BP control and clinical outcomes following ICH.

Glossary

ANOVA=
analysis of variance;
BP=
blood pressure;
CAA=
cerebral amyloid angiopathy;
DBP=
diastolic blood pressure;
EDW=
enterprise data warehouse;
EHR=
electronic health record;
ICH=
intracerebral hemorrhage;
LCA=
latent class analysis;
MGH=
Massachusetts General Hospital;
SBP=
systolic blood pressure;
SDOH=
social determinants of health;
VIF=
variance inflation factor

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.

  • ↵* These authors contributed equally to this work.

  • CME Course: NPub.org/cmelist

  • Received July 12, 2021.
  • Accepted in final form January 3, 2022.
  • © 2022 American Academy of Neurology
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