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CardiologyReal-World Cohort6 min read

Inflammation and early atherosclerosis beyond traditional risk factors: an imaging study

Participants from the Progression of Early Subclinical Atherosclerosis (PESA) study (median age 45 years) underwent longitudinal screening every 3 years (baseline, 3- and 6-year visits) involving serial blood testing [including white blood cell (WBC) count, fibrinogen, oxidized LDLc, and high-sensitivity C-reactive protein], physical examinations and imaging assessments with three-dimensional vascular ultrasound of peripheral arteries, and coronary artery calcium quantification.

Published in European Heart JournalObservational cohort study
3/5 Observational
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Source

Clinical Outcome

58%

Inflammation contributes to SA burden, as assessed by direct plaque quantification, beyond the effects of LDLc and SBP. These findings indicate that inflammation, captured through the use of systemic inflammatory markers, is a risk factor relevant across the entire continuum of , exerting a deleterious impact comparable to that of LDLc and SBP.

What Changes?

Cardiology · Real-World Cohort

Current Standard

WBC count had the strongest statistical associations with 6-year SA burden after adjusting for age, sex, baseline LDLc, and mean SBP, with an estimated 32.6% increase in GPV per one standard deviation (SD) increase in WBC (Z = 7.33, P < 1 × 10-10).

New Finding

The aim of this study was to investigate the relative contribution of inflammation, low-density lipoprotein cholesterol (LDLc), and systolic blood pressure (SBP), as determinants of SA plaque burden in a cohort of middle-aged, asymptomatic individuals, using non-invasive imaging techniques.

3 Key Takeaways

Plain English Summary
  1. 01Core Finding

    Global plaque volume (GPV, mm3; bilateral carotid plus femoral plaque burden) at 6-year follow-up was the primary outcome.

  2. 02Study Evidence

    Tested in a observational cohort study (3471 participants) at the real-world cohort stage.

  3. 03Practical Meaning

    Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

What This Means for You

Inflammation contributes to SA burden, as assessed by direct plaque quantification, beyond the effects of LDLc and SBP. These findings indicate that inflammation, captured through the use of systemic inflammatory markers, is a risk factor relevant across the entire continuum of , exerting a deleterious impact comparable to that of LDLc and SBP.

The Discovery

Understanding how inflammation contributes to subclinical (SA) plaque burden, beyond the impact of established cardiovascular risk factors, holds significant implications for the success of preventive strategies focused on the reduction of cardiovascular disease. The aim of this study was to investigate the relative contribution of inflammation, low-density lipoprotein cholesterol (LDLc), and systolic blood pressure (SBP), as determinants of SA plaque burden in a cohort of middle-aged, asymptomatic individuals, using non-invasive imaging techniques.

Participants from the Progression of Early Subclinical (PESA) study (median age 45 years) underwent longitudinal screening every 3 years (baseline, 3- and 6-year visits) involving serial blood testing [including white blood cell (WBC) count, fibrinogen, oxidized LDLc, and high-sensitivity C-reactive protein], physical examinations and imaging assessments with three-dimensional vascular ultrasound of peripheral arteries, and coronary artery calcium quantification. Global plaque volume (GPV, mm3; bilateral carotid plus femoral plaque burden) at 6-year follow-up was the primary outcome. Multivariable linear regression and proportional odds models determined the link of GPV to both inflammatory markers and established cardiovascular risk factors.

Of the 3471 participants, a clinically meaningful level had SA (GPV >0 mm3) at 6-year follow-up. WBC count had the strongest statistical associations with 6-year SA burden after adjusting for age, sex, baseline LDLc, and mean SBP, with an estimated meaningful increase in GPV per one standard deviation (SD) increase in WBC (Z = 7.33, P < 1 × 10-10). GPV at 6 years increased 40.9% per one SD increase in baseline LDLc and 42.7% per one SD increase in mean SBP (Z = 8.80 and Z = 7.97, respectively, both P < 1 × 10-10; their SDs were 29.4 mg/dL and 11.5 mmHg, respectively), followed by fibrinogen (16.8% increase in GPV per one SD increase, Z = 3.91, P <.0001). High-sensitivity C-reactive protein was not predictive of greater GPV at 6 years (Z = 1.36, P =.174). For WBC, the marked trend in risk occurred only at levels above its median. Similar patterns were observed for separate analyses of carotid and femoral plaque volumes, and coronary artery calcium. Increasing levels of WBC and fibrinogen were also associated with a greater anatomical spread of disease.

How It Works, Simply

This cardiology research focuses on cholesterol · Inflammation. Researchers evaluated it using an observational cohort study (3471 participants) at the real-world cohort stage of medical research.

3 Key Takeaways

Clinical Takeaways
  1. 01Core Finding

    Global plaque volume (GPV, mm3; bilateral carotid plus femoral plaque burden) at 6-year follow-up was the primary outcome.

  2. 02Study Evidence

    Tested in a observational cohort study (3471 participants) at the real-world cohort stage.

  3. 03Practical Meaning

    Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Key Numbers

Quantitative Study Readout
32.6%
Clinical Outcome
40.9%
Clinical Outcome
01

Biological Mechanism & Study Design

Study Design & Cohort

Observational cohort study

Observational cohort study (3471 participants) · Real-World Cohort

Biological Pathway & Modality

cholesterol · Inflammation

Intervention: Inflammation and early beyond traditional risk factors: an imaging

02

Experimental Findings & Endpoints

Understanding how inflammation contributes to subclinical (SA) plaque burden, beyond the impact of established cardiovascular risk factors, holds significant implications for the success of preventive strategies focused on the reduction of cardiovascular disease.

The aim of this study was to investigate the relative contribution of inflammation, low-density lipoprotein cholesterol (LDLc), and systolic blood pressure (SBP), as determinants of SA plaque burden in a cohort of middle-aged, asymptomatic individuals, using non-invasive imaging techniques.

Participants from the Progression of Early Subclinical (PESA) study (median age 45 years) underwent longitudinal screening every 3 years (baseline, 3- and 6-year visits) involving serial blood testing [including white blood cell (WBC) count, fibrinogen, oxidized LDLc, and high-sensitivity C-reactive protein], physical examinations and imaging assessments with three-dimensional vascular ultrasound of peripheral arteries, and coronary artery calcium quantification. Global plaque volume (GPV, mm3; bilateral carotid plus femoral plaque burden) at 6-year follow-up was the primary outcome.

Multivariable linear regression and proportional odds models determined the link of GPV to both inflammatory markers and established cardiovascular risk factors.

Of the 3471 participants, a clinically meaningful level had SA (GPV >0 mm3) at 6-year follow-up. WBC count had the strongest statistical associations with 6-year SA burden after adjusting for age, sex, baseline LDLc, and mean SBP, with an estimated meaningful increase in GPV per one standard deviation (SD) increase in WBC (Z = 7.33, P < 1 × 10-10).

GPV at 6 years increased 40.9% per one SD increase in baseline LDLc and 42.7% per one SD increase in mean SBP (Z = 8.80 and Z = 7.97, respectively, both P < 1 × 10-10; their SDs were 29.4 mg/dL and 11.5 mmHg, respectively), followed by fibrinogen (16.8% increase in GPV per one SD increase, Z = 3.91, P <.0001). High-sensitivity C-reactive protein was not predictive of greater GPV at 6 years (Z = 1.36, P =.174).

For WBC, the marked trend in risk occurred only at levels above its median. Similar patterns were observed for separate analyses of carotid and femoral plaque volumes, and coronary artery calcium.

Increasing levels of WBC and fibrinogen were also associated with a greater anatomical spread of disease.

03

Clinical Translation & Practice Context

Inflammation contributes to SA burden, as assessed by direct plaque quantification, beyond the effects of LDLc and SBP.

These findings indicate that inflammation, captured through the use of systemic inflammatory markers, is a risk factor relevant across the entire continuum of , exerting a deleterious impact comparable to that of LDLc and SBP.

03

The Bottom Line · Clinical Pearl

“Inflammation contributes to SA burden, as assessed by direct plaque quantification, beyond the effects of LDLc and SBP. These findings indicate that inflammation, captured through the use of systemic inflammatory markers, is a risk factor relevant across the entire continuum of atherosclerosis, exerting a deleterious impact comparable to that of LDLc and SBP.”

Published in European Heart Journal · Current Stage: Real-World Cohort

Cardiology · Real-World Cohort
Study Type
Observational cohort study

Observational cohort study (3471 participants)

Evidence Score
3/5 · Real-World Observation
Evidence Meter · 3/5

Real-World Observation

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Finds meaningful patterns in human health records or cohorts, though observational data cannot prove direct cause.

Who It Applies To
Observational cohort study (3471 participants) in cardiology care
Intervention & Mechanism
Inflammation and early atherosclerosis beyond traditional risk factors: an imaging

LDL cholesterol · Inflammation

Key Limitation
Observational cohort findings reveal real-world links, though lifestyle or unmeasured factors cannot be fully ruled out without an RCT.

Translational Stage

LEVEL 2 · Real-World Cohort

Classified as Observational cohort study along the clinical evidence continuum

  1. Lab & Discovery
  2. Early Trials
  3. Human Evidence
  4. 4Real-World CohortActive

Indexed Clinical Entities

Original Publication & AMA Citation

Inflammation and early atherosclerosis beyond traditional risk factors: an imaging study. European Heart Journal. Published 2026;Nov 10. Accessed November 15, 2026. https://pubmed.ncbi.nlm.nih.gov/43004579/

European Heart Journal

https://pubmed.ncbi.nlm.nih.gov/43004579/

Read Original Paper

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