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Multi-morbidity and blood pressure trajectories in hypertensive patients: A multiple landmark cohort study
Jenny Tran1, Robyn Norton2, Dexter Canoy1,3,4,5
1Deep Medicine, Oxford Martin School, University of Oxford, Oxford, United Kingdom.
Insights
Patients with more comorbidities had lower systolic blood pressure (SBP) at hypertension diagnosis and follow-up. This inverse association suggests early selection bias in diagnosis, not treatment differences, impacting long-term SBP management in hypertensive individuals.
Area of Science:
- Cardiology
- Public Health
- Epidemiology
Background:
- Management of elevated blood pressure (BP) in patients with comorbidities is challenging due to limited clinical trial data.
- Patients with multiple chronic conditions are often underrepresented in major hypertension trials.
- Understanding comorbidity burden in hypertension is crucial for effective patient management.
Purpose of the Study:
- To investigate the prevalence and types of comorbidities in patients diagnosed with hypertension.
- To assess the impact of comorbidity burden and specific conditions on systolic blood pressure (SBP) levels over time.
- To identify factors influencing BP management in hypertensive patients with comorbidities.
Main Methods:
- A multiple landmark cohort study utilizing linked electronic health records from the UK Clinical Practice Research Datalink (CPRD).
- Analysis of 295,487 patients diagnosed with hypertension between 2000 and 2014, examining comorbidities from 5 years prior to 10 years post-diagnosis.
- Time-updated multivariable linear regression models were employed to assess associations between comorbidities and SBP.
Main Results:
- Greater numbers of comorbidities were associated with lower SBP during follow-up in hypertensive patients.
- Hypertensive patients with ≥5 comorbidities had lower SBP at diagnosis (157.3 mm Hg) and 10 years post-diagnosis (136.8 mm Hg) compared to those without comorbidities.
- Preexisting cardiovascular disease showed a stronger inverse association between comorbidity count and SBP; factors like antihypertensive prescriptions and healthcare visits partially explained SBP differences.
Conclusions:
- Hypertension diagnosis BP levels varied significantly by comorbidity status, being lowest in multi-morbid patients, suggesting early selection bias.
- The observed inverse association between comorbidity burden and SBP is a key determinant of long-term BP differences.
- The lack of accelerated SBP decline in multi-morbid patients offers reassurance for managing BP in these high-risk individuals.
Background:
Our knowledge of how to better manage elevated blood pressure (BP) in the presence of comorbidities is limited, in part due to exclusion or underrepresentation of patients with multiple chronic conditions from major clinical trials. We aimed to investigate the burden and types of comorbidities in patients with hypertension and to assess how such comorbidities and other variables affect BP levels over time.
Methods And Findings:
In this multiple landmark cohort study, we used linked electronic health records from the United Kingdom Clinical Practice Research Datalink (CPRD) to compare systolic blood pressure (SBP) levels in 295,487 patients (51% women) aged 61.5 (SD = 13.1) years with first recorded diagnosis of hypertension between 2000 and 2014, by type and numbers of major comorbidities, from at least 5 years before and up to 10 years after hypertension diagnosis. Time-updated multivariable linear regression analyses showed that the presence of more comorbidities was associated with lower SBP during follow-up. In hypertensive patients without comorbidities, mean SBP at diagnosis and at 10 years were 162.3 mm Hg (95% confidence interval [CI] 162.0 to 162.6) and 140.5 mm Hg (95% CI 140.4 to 140.6), respectively; in hypertensive patients with ≥5 comorbidities, these were 157.3 mm Hg (95% CI 156.9 to 157.6) and 136.8 mm Hg (95% 136.4 to 137.3), respectively. This inverse association between numbers of comorbidities and SBP was not specific to particular types of comorbidities, although associations were stronger in those with preexisting cardiovascular disease. Retrospective analysis of recorded SBP showed that the difference in mean SBP 5 years before diagnosis between those without and with ≥5 comorbidities was -9 mm Hg (95% CI -9.7 to -8.3), suggesting that mean recorded SBP already differed according to the presence of comorbidity before baseline. Within 1 year after the diagnosis, SBP substantially declined, but subsequent SBP changes across comorbidity status were modest, with no evidence of a more rapid decline in those with more or specific types of comorbidities. We identified factors, such as prescriptions of antihypertensive drugs and frequency of healthcare visits, that can explain SBP differences according to numbers or types of comorbidities, but these factors only partly explained the recorded SBP differences. Nevertheless, some limitations have to be considered including the possibility that diagnosis of some conditions may not have been recorded, varying degrees of missing data inherent in analytical datasets extracted from routine health records, and greater measurement errors in clinical measurements taken in routine practices than those taken in well-controlled clinical study settings.
Conclusions:
BP levels at which patients were diagnosed with hypertension varied substantially according to the presence of comorbidities and were lowest in patients with multi-morbidity. Our findings suggest that this early selection bias of hypertension diagnosis at different BP levels was a key determinant of long-term differences in BP by comorbidity status. The lack of a more rapid decline in SBP in those with multi-morbidity provides some reassurance for BP treatment in these high-risk individuals.
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