Abstract 4370812: 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

I Izza Shahid (Houston Methodist Academic Institut, Houston, Texas, United States) R Rakesh Gullapelli (Houston Methodist, HOUSTON, Texas, United States) S Sanmit Jindal (Houston Methodist, Houston, Texas, United States) A Aditya Siddharth (Houston Methodist Hospital, Houston, Texas, United States) B Budhaditya Bose (HOUSTON METHODIST, Houston, Texas, United States) J Juan Nicolas (Houston Methodist Research Inst., Houston, Texas, United States) Z Zulqarnain Javed (Houston Methodist, Houston, Texas, United States) M Mahmoud Al Rifai (Houston Methodist, Houston, Texas, United States) S Sadeer Al-Kindi K Khurram Nasir

Abstract

Introduction: Contemporary cardiovascular (CV) prevention frameworks prioritize individuals who meet treatment thresholds based on estimated risk or clinical indicators. However, a large proportion of midlife adults—though classified as “low-risk” and therapy-ineligible group remain poorly defined. Leveraging data from a real-world health system and a population-based cohort, we evaluated the distribution and trajectory CV-risk across the untreated risk continuum, with a focus on the primordial prevention population. Methods: We analyzed adults aged 45–64 years without baseline ASCVD or use of lipid-lowering/antihypertensive therapy from (1) the Houston Methodist Learning Health System Registry (HMLHS, baseline 2016–2017), and (2) the Multi-Ethnic Study of Atherosclerosis (MESA, baseline 2000–2002). Participants were categorized into 3 exclusive groups: therapy eligible high-risk primary prevention, therapy eligible intermediate risk primary prevention, and therapy ineligible primordial prevention (table). The primary outcome was the major adverse cardiovascular events (MACE) with incidence rates calculated per 100 person-years (PYs). Results: Across both cohorts, therapy ineligible primordial prevention group represented the largest segment of untreated population (HMLHS: 68%; MESA: 62%). The overall incidence of MACE was 1.02/100 PY in HMLMS and 0.80/100 PY’s in MESA over a respective median follow-up of 3.8 years and 14.2 years respectively. In both cohorts, the high-risk group exhibited the highest event rates (HMLHS: 4.58; MESA: 2.05 per 100 PYs). Primordial prevention cohort accounted for a substantial proportion of MACE events (HMLHS: 36%; MESA: 31%), despite having the lowest event rates (HMLHS: 0.53; MESA: 0.39 per 100 PYs). Conclusion: In both a clinical and epidemiologic setting, therapy-ineligible individuals represented the largest segment of untreated adults and accounted for nearly one-third of ASCVD events, despite their lower short-term risk profiles. These findings expose a critical gap in current risk-based treatment paradigms and emphasize the need for scalable, earlier-stage prevention strategies targeting this group to improve population-level CV outcomes.

Article Details

Journal Circulation
Volume / Issue Vol. 152, Issue Suppl_3
Published November 04, 2025
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (10)

I

Izza Shahid

Houston Methodist Academic Institut, Houston, Texas, United States

R

Rakesh Gullapelli

Houston Methodist, HOUSTON, Texas, United States

S

Sanmit Jindal

Houston Methodist, Houston, Texas, United States

A

Aditya Siddharth

Houston Methodist Hospital, Houston, Texas, United States

B

Budhaditya Bose

HOUSTON METHODIST, Houston, Texas, United States

J

Juan Nicolas

Houston Methodist Research Inst., Houston, Texas, United States

Z

Zulqarnain Javed

Houston Methodist, Houston, Texas, United States

M

Mahmoud Al Rifai

Houston Methodist, Houston, Texas, United States

S

Sadeer Al-Kindi

K

Khurram Nasir