Abstract 4146439: Predictors of Cardiovascular-Kidney-Metabolic (CKM) Syndrome Progression Among Atherosclerosis Risk in Communities (ARIC) Study Participants
Background: Progression along Cardiovascular-Kidney-Metabolic (CKM) stages confers greater cardiovascular disease (CVD) risk. However, the factors associated with CKM stage progression over time are not yet defined. Methods: We evaluated ARIC Visit 4 (1996-98) participants without CVD at Visit 1 (1987-89) and with available data to define CKM stages at both Visits 1 and 4. CKM stages were defined as: stage 0, no CKM risk factors; stage 1, excess/dysfunctional adiposity; stage 2, metabolic risk factors (hypertriglyceridemia, hypertension, metabolic syndrome, or diabetes) and/or moderate- to high-risk chronic kidney disease (CKD); stage 3, ≥20% predicted CVD risk per the PREVENT calculator or very high-risk CKD; and stage 4, clinical CVD. Among those in CKM stages 0-3 at Visit 1, we used logistic regression to concurrently assess the association of age, sex, race, area deprivation index (ADI, a measure of neighborhood deprivation), education, household income, physical activity (categorized as consistently ideal, intermediate, or consistently poor per AHA recommendations), and diet (per Life’s Essential 8 healthy diet score) with progression to a higher CKM stage from Visit 1 to Visit 4. Results: Among 8,376 participants, the mean age at Visit 1 was 55 years, with 52% female and 21% Black adults. Older individuals had higher odds of CKM progression (OR: 1.49 [95% CI 1.42-1.56] per 5-years of age), whereas females had lower odds (OR: 0.72 [0.64-0.80]) and Black race did not have an independent association ( Figure ). More adverse social determinants of health were associated with higher odds of CKM progression, including higher ADI (deciles 7-10 vs deciles 1-3 OR: 1.39 [1.23-1.57]), lower income (<$12,000 vs ≥$50,000 OR: 1.40 [1.12-1.75]) and less education (grade school vs graduate school OR: 1.36 [1.10-1.67]). Higher physical activity levels were associated with lower odds of CKM progression (ideal vs poor OR: 0.82 [0.70-0.96]), while healthy diet score was not significantly associated with CKM stage progression. Conclusion: Several sociodemographic and behavioral factors are associated with CKM stage progression. This understanding can help to guide population strategies to preserve and improve CKM health.
Authors
- Chiadi E. Ndumele (ORCID: https://orcid.org/0000-0002-1603-282X)
- Joseph Coresh
- Bige Özkan (ORCID: https://orcid.org/0000-0003-2745-1189)
- Christie Mitchell Ballantyne (ORCID: https://orcid.org/0000-0002-6432-1730)
- Matthew J. Belanger (ORCID: https://orcid.org/0000-0003-1988-6289)
- Vijay Nambi (ORCID: https://orcid.org/0000-0002-4237-0267)
- Sadiya S. Khan (ORCID: https://orcid.org/0000-0003-0643-1859)
- Roger S. Blumenthal (ORCID: https://orcid.org/0000-0003-1910-3168)
- Janani Rangaswami (ORCID: https://orcid.org/0000-0002-4313-9825)
- Justin Echouffo
- Sui Zhang (ORCID: https://orcid.org/0000-0001-8279-6353)
Institutions
- Northwestern University (US)
- Michael E. DeBakey VA Medical Center (US)
- Johns Hopkins University (US)
- Baylor College of Medicine (US)
- George Washington University (US)
- Johns Hopkins Hospital (US)
Publication Details
- Journal
- Circulation
- Published
- 2024-11-12
- DOI
- https://doi.org/10.1161/circ.150.suppl_1.4146439
- Primary Topic
- Cardiovascular Health and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 0.00