Related Experiment Video
Updated: May 5, 2026

Evaluation of the Cognitive Performance of Hypertensive Patients with Silent Cerebrovascular Lesions
Published on: April 23, 2021
Missed Opportunities for Stroke Prevention in Hypertensive Patients: A Retrospective Case-Control Study
Huanhuan Yang1,2,3, Yuntian Liu1,4, Chungsoo Kim1,3,5
1Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT, USA.
Insights
Consistent hypertension care, including regular blood pressure (BP) monitoring and medication adjustments, significantly lowers ischemic stroke risk. Gaps in routine management represent missed opportunities for stroke prevention.
Area of Science:
- Cardiovascular Medicine
- Neurology
- Public Health
Background:
- Hypertension is a primary modifiable risk factor for ischemic stroke.
- Current preventative hypertension care in clinical practice is often suboptimal.
- The link between hypertension management gaps and stroke prevention is unclear.
Purpose of the Study:
- To investigate the association between hypertension care delivery and the risk of incident ischemic stroke.
- To determine if suboptimal hypertension management represents missed stroke prevention opportunities.
Main Methods:
- Retrospective, matched, nested case-control study using electronic health records (2010-2024).
- Included 13,476 ischemic stroke cases and 26,952 matched controls (N=40,428).
- Assessed outpatient BP visits, antihypertensive medication ingredients, and medication intensification scores.
Main Results:
- More frequent BP visits (>5/year) were linked to significantly lower stroke odds (aOR, 0.55).
- Using 2-3 medication ingredients correlated with reduced stroke risk (aOR, 0.80).
- Higher treatment intensification demonstrated the strongest association with lower stroke odds (aOR, 0.47).
Conclusions:
- Increased engagement in hypertension care is associated with decreased ischemic stroke risk.
- Gaps in routine hypertension management may signify missed opportunities for stroke prevention.
- Consistent follow-up and timely treatment adjustments are crucial for primary stroke prevention.
Background:
Hypertension is the leading modifiable risk factor for ischemic stroke, yet the adequacy of preventative hypertension care in routine clinical practice remains suboptimal. Whether gaps in hypertension management represent missed opportunities for stroke prevention remains unclear.
Objective:
To evaluate the association between hypertension care delivery and the risk of incident ischemic stroke.
Methods:
We conducted a retrospective, matched, nested case-control study among adults with hypertension using electronic health record data from a large regional health system (2010-2024). Patients with a first-ever ischemic stroke were matched 1:2 to controls on age, sex, race and ethnicity, and calendar time. Three care metrics were assessed during follow-up: (1) outpatient visits with blood pressure (BP) measurement per year; (2) number of antihypertensive medication ingredients; and (3) medication intensification score. Conditional logistic regression estimated adjusted odds ratios (aORs).
Results:
The study included 13,476 cases and 26,952 matched controls (N = 40,428). Mean (SD) age was 64.8 (12.2) years, 54.1% were female, and mean follow-up was 2,497 (1,308) days. Cases had fewer BP visits per year (median, 2.50 vs. 3.01; p < 0.001), similar number of medication ingredients (2.00 vs 2.00), and lower treatment intensification scores (-0.211 vs -0.125). In adjusted models, >5 BP visits per year was associated with lower stroke odds (aOR, 0.55; 95% CI, 0.51-0.59) compared with ≤1 visit. Use of 2-3 medication ingredients (vs 0) was also associated with reduced stroke odds (aOR, 0.80; 95% CI, 0.75-0.86), whereas >3 ingredients was not significant. The highest quartile of treatment intensification showed the strongest association (aOR, 0.47; 95% CI, 0.44-0.51). Findings were consistent across subgroup and sensitivity analyses, including strata defined by baseline SBP and follow-up SBP.
Conclusions:
Greater engagement in hypertension care was associated with lower odds of ischemic stroke, suggesting that gaps in routine management may represent missed opportunities for prevention.
Related Concept Videos
Hypertension III: Clinical Manifestations and Diagnostic Studies
Hypertension V: Nursing Management
Hypertension II: Pathophysiology
Errors occurring during blood pressure monitoring
Several factors...
Hypertension IV: Drug Therapy and Lifestyle Modifications
Hypertension I: Introduction