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Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Association of Cardiometabolic Index with Mortality Risk in Early-Stage Cardiovascular-Kidney-Metabolic Syndrome and
Haoyu Liu1, Yunhui Chen2, Xue Yang3
1Imaging Center, Harbin Medical University Cancer Hospital, Harbin, China.
Insights
The cardiometabolic index (CMI) predicts mortality in early cardiovascular-kidney-metabolic (CKM) syndrome. CMI offers better risk assessment than BMI for identifying individuals with metabolic dysfunction.
Area of Science:
- Cardiovascular Disease
- Metabolic Syndrome
- Public Health
Background:
- Cardiovascular-kidney-metabolic (CKM) syndrome is a growing public health concern.
- The prognostic value of the cardiometabolic index (CMI) in early-stage CKM syndrome is not well understood.
- Assessing CMI's incremental predictive value over body mass index (BMI) is crucial.
Purpose of the Study:
- To evaluate the association between CMI and mortality risk in individuals with CKM stages 0-3.
- To determine if CMI provides additional predictive information beyond BMI for mortality.
- To investigate CMI's utility in identifying high-risk individuals within the CKM spectrum.
Main Methods:
- Retrospective cohort study of 11,280 adults from NHANES (2007-2018).
- CMI calculated using triglycerides, HDL-C, and waist-to-height ratio.
- Cox regression and restricted cubic splines analyzed mortality associations; random survival forests compared CMI and BMI predictive performance.
Main Results:
- Elevated CMI associated with increased all-cause and cardiovascular mortality risk (HRs 1.55 and 1.91).
- Nonlinear associations observed with threshold effects for mortality.
- CMI showed superior risk stratification over BMI in overweight and diabetic subgroups.
Conclusions:
- CMI is an independent predictor of mortality in early-stage CKM syndrome.
- CMI demonstrates threshold effects, highlighting specific risk levels.
- CMI complements BMI for identifying high-risk individuals, especially those with metabolically unhealthy normal weight.
Background:
The cardiometabolic index (CMI) has emerged as a composite marker of metabolic dysfunction. However, its prognostic value for mortality in early-stage cardiovascular-kidney-metabolic (CKM) syndrome remains unclear. This study aimed to evaluate the association between CMI and mortality risk in individuals with CKM stages 0-3, and to assess whether CMI provides incremental predictive value over body mass index (BMI).
Methods:
This retrospective cohort study included 11,280 adults from the National Health and Nutrition Examination Survey 2007-2018 with CKM stages 0-3. CMI was calculated as (triglycerides/HDL-C) × waist-to-height ratio. Mortality outcomes were ascertained through linkage with the National Death Index through December 31, 2019. Survey-weighted Cox proportional hazards regression and restricted cubic splines were used to examine associations. Kaplan-Meier survival curves with log-rank tests were employed to compare survival probabilities across CMI-BMI discordance phenotypes. Random survival forest models compared the predictive performance of CMI versus BMI.
Results:
During a median follow-up of 6.2 years, 623 all-cause deaths and 159 cardiovascular deaths occurred. In fully adjusted models, participants in the highest CMI quartile had significantly elevated risks of all-cause mortality [hazard ratio (HR) = 1.55, 95% confidence intervals (CI): 1.15-2.09] and cardiovascular mortality (HR = 1.91, 95% CI: 1.05-3.46) compared with the lowest quartile. Restricted cubic spline analyses revealed significant nonlinear associations, with inflection points at CMI of 2.51 for all-cause mortality and 1.06 for cardiovascular mortality. In the overweight subgroup and among diabetic patients, CMI demonstrated superior risk stratification compared with BMI. Notably, metabolically obese normal-weight individuals exhibited significantly worse survival than metabolically healthy obese individuals.
Conclusions:
CMI is independently associated with all-cause and cardiovascular mortality in early-stage CKM syndrome, with evidence of threshold effects. CMI may serve as a valuable complementary tool to BMI for identifying high-risk individuals, particularly among those with metabolically unhealthy phenotypes masked by normal weight status.
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