Logo

American Heart Association

  18
  0


Final ID: MP414

Individual Social Determinants of Health, Area-Level Social Vulnerability and Incidence of Major Adverse Cardiovascular Events in a Primary Prevention Population: Real-World Evidence from The Houston Methodist CV Learning Health System (HM-CV-LHS) Registry

Abstract Body (Do not enter title and authors here): Introduction: Social determinants of health (SDOH) are key drivers of individual and population cardiovascular health. However, the relative effects of individual-level social determinants and neighborhood-level social vulnerability on new-onset major adverse cardiovascular events (MACE) have not been studied in a large primary prevention population in the US.

Methods: We conducted a retrospective cohort study of adults (≥18 years) without atherosclerotic cardiovascular disease (ASCVD) and available SDOH information in the 2016–2023 HM-CV-LHS dataset. Patient-level SDOH (medication affordability, food insecurity, transportation, depression) were assessed using the Epic SDOH wheel and aggregated to create a composite 3-level risk index (optimal, low, high). Neighborhood vulnerability was assessed using the CDC Social Vulnerability Index (SVI) and categorized into quartiles. Multivariable Cox proportional hazards models were used to assess the association between SDOH, SVI, and incident MACE. Harrell’s C-statistics were used to compare discriminant validity of individual SDOH, SVI and co-occurring SDOH/SVI models.

Results: Among 168,304 adults, 78% had optimal SDOH, 17% had low, and 5% had high SDOH burden. 8% lived in the least vulnerable (SVI-Q1) and 22% in the most vulnerable (Q4) neighborhoods. 12,268 MACE events were observed over 618,696 person-years follow-up. MACE incidence increased with higher SDOH and SVI burden (Figure 1). In fully adjusted models, individual-level SDOH burden had a relatively stronger effect on MACE risk (HR=1.94 [1.81–2.09] vs optimal SDOH) compared to neighborhood SVI burden (HR, Q4 vs Q1=1.30 [95% CI, 1.23–1.37]) (Figure 2), with the highest risk observed for combined SDOH/SVI model (HR=2.59 [95% CI, 2.30–2.92]). The models exhibited moderate discrimination: individual SDOH-only (C=0.727), SVI-only (C=0.722), co-occurring SDOH/SVI (C=0.729).

Conclusion: Both individual- and area-level social risk are independent predictors of MACE, and portend over 150% higher risk with co-occurring social burden. Efforts to address SDOH should target both patient and neighborhood level factors in order to mitigate MACE risk.
  • Shahid, Izza  ( Houston Methodist Academic Institut , Houston , Texas , United States )
  • Gullapelli, Rakesh  ( Houston Methodist , HOUSTON , Texas , United States )
  • Bose, Budhaditya  ( HOUSTON METHODIST , Houston , Texas , United States )
  • Nicolas, Juan  ( Houston Methodist Research Inst. , Houston , Texas , United States )
  • Al-kindi, Sadeer  ( Houston Methodist Academic Institut , Houston , Texas , United States )
  • Nasir, Khurram  ( Houston Methodist , Houston , Texas , United States )
  • Javed, Zulqarnain  ( Houston Methodist , Houston , Texas , United States )
  • Author Disclosures:
    Izza Shahid: DO NOT have relevant financial relationships | Rakesh Gullapelli: No Answer | Budhaditya Bose: DO NOT have relevant financial relationships | Juan Nicolas: DO NOT have relevant financial relationships | Sadeer Al-Kindi: No Answer | Khurram Nasir: No Answer | Zulqarnain Javed: DO NOT have relevant financial relationships
Meeting Info:

Scientific Sessions 2025

2025

New Orleans, Louisiana

Session Info:

Geographic and Community-Level Determinants of Cardiovascular Risk: The Role of Place, Space, and Environment

Saturday, 11/08/2025 , 03:15PM - 04:15PM

Moderated Digital Poster Session

More abstracts on this topic:
More abstracts from these authors:
Green Space Visitation Is Associated with Lower Risk of Type 2 Diabetes in a Large U.S. Healthcare System Cohort

Ardakani Jad, Rajagopalan Sanjay, Maddock Jay E, Nasir Khurram, Al-kindi Sadeer, Dong Weichuan, Shahid Izza, Gullapelli Rakesh, Bose Budhaditya, Zhang Tong, Nicolas Juan, Javed Zulqarnain, Chen Zhuo

Characterizing the Continuum of Untreated Cardiovascular Risk Among Young Adults Without Established Cardiovascular Disease: Evidence from a Real-World Health System and a Population-Based Cohort

Shahid Izza, Nasir Khurram, Gullapelli Rakesh, Jindal Sanmit, Siddharth Aditya, Bose Budhaditya, Nicolas Juan, Javed Zulqarnain, Al Rifai Mahmoud, Al-kindi Sadeer

You have to be authorized to contact abstract author. Please, Login
Not Available