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Association of cardiometabolic index and risk of stroke: A systematic review and meta-analysis
Prakasini Satapathy1, Muhammed Shabil2, Mahalaqua Nazli Khatib3
1Center for Global Health Research, Saveetha Medical College and Hospital, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, India; Faculty of Data Science and Information Technology, INTI International University, Nilai, Malaysia.
Insights
Elevated cardio-metabolic index (CMI) significantly increases stroke risk. This comprehensive measure integrates key cardiovascular and metabolic factors, aiding in early stroke risk identification and prevention strategies.
Area of Science:
- Cardiology
- Metabolic Health
- Public Health
Background:
- Stroke is a major global health concern with significant morbidity and mortality.
- Cardiovascular and metabolic risk factors like diabetes, hypertension, obesity, and dyslipidemia are linked to increased stroke risk.
- The cardio-metabolic index (CMI) integrates these factors into a single predictive measure.
Purpose of the Study:
- To systematically review and meta-analyze the association between cardio-metabolic index (CMI) and stroke risk.
- To evaluate the predictive value of CMI for stroke incidence.
Main Methods:
- Systematic literature search of PubMed, Embase, and Web of Science.
- Inclusion of observational studies reporting CMI and stroke risk data.
- Meta-analysis using a random effects model on data from over 100,000 participants.
Main Results:
- A significant association was found between elevated CMI and increased stroke risk (pooled RR 1.66, 95% CI: 1.25 to 2.20).
- Cohort studies showed a similar association (pooled HR 1.63, 95% CI: 1.21 to 2.21).
- No significant heterogeneity was observed across the included studies (I² = 0%).
Conclusions:
- Elevated CMI is a strong predictor of increased stroke risk.
- CMI offers a comprehensive assessment of combined cardiovascular and metabolic risk.
- Integrating CMI into health screenings can improve early detection and prevention of stroke.
Background:
Stroke remains a leading cause of morbidity and mortality worldwide, contributing significantly to public health burdens. Cardiovascular and metabolic risk factors such as diabetes, hypertension, obesity, and dyslipidaemia are strongly associated with an increased risk of stroke. The cardio-metabolic index (CMI), which integrates these factors into a single measure, has emerged as a potential predictor of stroke. This systematic review and meta-analysis intended to examine the link between CMI and risk of stroke, offering an in-depth evaluation of its predictive value METHODS: A systematic search was conducted in PubMed, Embase, and Web of Science until 10 December 2024. The inclusion criteria focused on observational studies (cohort, cross-sectional, and case-control) that reported original data on the association of CMI and stroke risk. Data extraction was standardized, and quality was assessed using the Newcastle-Ottawa Scale. Meta-analysis was performed using a random effects model in R software version 4.4 RESULTS: From 545 articles initially retrieved, with 5 studies met inclusion criteria, encompassing over 100,000 participants. Meta-analysis showed a significant association between elevated CMI and stroke risk with a pooled RR of 1.66 (95 % CI: 1.25 to 2.20). A subgroup analysis of cohort studies yielded a pooled HR of 1.63 (95 % CI: 1.21 to 2.21). There was no significant heterogeneity across studies (I² = 0 %).
Conclusion:
Our findings demonstrated a strong association between elevated CMI and an increased risk of stroke. CMI, by integrating multiple cardiovascular and metabolic factors, serves as a comprehensive predictor of stroke risk. Incorporating CMI into routine health screenings could enhance early identification and prevention efforts, ultimately aiding in the reduction of stroke incidence.
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