Related Experiment Video
Updated: Dec 2, 2025

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
The Relationship of COVID-19 Severity with Cardiovascular Disease and Its Traditional Risk Factors: A Systematic
Kunihiro Matsushita1,2, Ning Ding1,2, Minghao Kou1,2
1Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, US.
Insights
Cardiovascular disease (CVD), hypertension, and diabetes are linked to severe COVID-19 outcomes. Age and male sex also predict severe coronavirus disease 2019 risk, informing clinical risk assessment.
Area of Science:
- Epidemiology
- Infectious Diseases
- Cardiology
Background:
- Uncertainty exists regarding the predictive value of cardiovascular disease (CVD) and its risk factors for severe coronavirus disease 2019 (COVID-19).
- Potential confounding by age and sex complicates the assessment of these associations.
Purpose of the Study:
- To systematically review and meta-analyze existing evidence on pre-existing CVD and traditional risk factors for severe COVID-19.
- To clarify the independent association of these factors with severe COVID-19 outcomes, adjusting for potential confounders.
Main Methods:
- Systematic review of studies from PubMed and Embase (English language, ≥10 severe COVID-19 cases).
- Inclusion of 25 papers with 76,638 COVID-19 patients (11,766 severe cases).
- Random-effects models and meta-regression analyses to pool relative risk (RR) estimates.
Main Results:
- Older age (>60-65 vs. <50 years) showed a high RR (>~5) for severe COVID-19.
- Male sex (RR=1.73), hypertension (RR=2.87), diabetes (RR=3.20), and CVD (RR=4.97) were robustly associated with severe COVID-19 in univariate analyses.
- Meta-regression suggested age confounding for hypertension, diabetes, and CVD, though multivariable analyses indicated adjusted RRs of ~2 for these factors.
Conclusions:
- Hypertension, diabetes, and CVD appear independently associated with severe COVID-19.
- These conditions, along with age and male sex, are valuable predictors for identifying individuals at high risk of severe coronavirus disease 2019.
Background:
Whether cardiovascular disease (CVD) and its traditional risk factors predict severe coronavirus disease 2019 (COVID-19) is uncertain, in part, because of potential confounding by age and sex.
Methods:
We performed a systematic review of studies that explored pre-existing CVD and its traditional risk factors as risk factors of severe COVID-19 (defined as death, acute respiratory distress syndrome, mechanical ventilation, or intensive care unit admission). We searched PubMed and Embase for papers in English with original data (≥10 cases of severe COVID-19). Using random-effects models, we pooled relative risk (RR) estimates and conducted meta-regression analyses.
Results:
Of the 661 publications identified in our search, 25 papers met our inclusion criteria, with 76,638 COVID-19 patients including 11,766 severe cases. Older age was consistently associated with severe COVID-19 in all eight eligible studies, with RR >~5 in >60-65 versus <50 years. Three studies showed no change in the RR of age after adjusting for covariate(s). In univariate analyses, factors robustly associated with severe COVID-19 were male sex (10 studies; pooled RR = 1.73, [95% CI 1.50-2.01]), hypertension (8 studies; 2.87 [2.09-3.93]), diabetes (9 studies; 3.20 [2.26-4.53]), and CVD (10 studies; 4.97 [3.76-6.58]). RR for male sex was likely to be independent of age. For the other three factors, meta-regression analyses suggested confounding by age. Only four studies reported multivariable analysis, but most of them showed adjusted RR ~2 for hypertension, diabetes, and CVD. No study explored renin-angiotensin system inhibitors as a risk factor for severe COVID-19.
Conclusions:
Despite the potential for confounding, these results suggest that hypertension, diabetes, and CVD are independently associated with severe COVID-19 and, together with age and male sex, can be informative for predicting the risk of severe COVID-19.
More Related Videos
Related Concept Videos
Psychoneuroimmunology: Cardiovascular Disease
A key area of focus in PNI is the relationship between stress and coronary...
Coronary Artery Disease I: Introduction
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Coronary Artery Disease II: Pathophysiology
Rheumatic Heart Disease II: Clinical Manifestations and Diagnostic Studies
Acute Coronary Syndrome II: Pathophysiology and Clinical Manifestations

