Cardiovascular

Integrative analysis of systemic biomarkers and carotid plaque instability in patients with atherosclerosis: A retrospective cross-sectional study.

TL;DR

History of stroke was associated with ultrasound-defined carotid plaque instability, whereas CRP and eGFR were not independently associated after multivariable adjustment, and adding them to clinical variables provided minimal incremental discrimination.

Key Findings

In a single-center retrospective cross-sectional cohort of 361 patients who underwent carotid ultrasonography, 50 had unstable plaques and 311 had stable plaques.

  • Patients were examined between March 2021 and March 2025.
  • The study was exploratory and examined inflammatory, coagulation, metabolic, and renal biomarkers.
  • Plaque instability was defined by ultrasound.

A history of stroke was more common in patients with unstable plaques than in those with stable plaques.

  • The abstract reports the between-group difference as p < 0.05.

CRP levels were higher in the unstable-plaque group, whereas eGFR did not differ between groups.

  • This was from univariable comparison of laboratory variables between stable and unstable plaque groups.

In the four system-specific multivariable models (adjusted for age, sex, hypertension, and diabetes), no biomarker was independently associated with plaque instability.

  • Models covered inflammatory, coagulation, metabolic, and renal systems.
  • Adjustment covariates were age, sex, hypertension, and diabetes mellitus.

In the integrated model, history of stroke was independently associated with plaque instability, while CRP and eGFR were not.

  • Integrated model n = 326 with 43 events.
  • History of stroke: OR = 2.46, 95% CI 1.15-5.25, p = 0.020.
  • CRP: OR = 1.002 per 1 mg/L, 95% CI 0.997-1.007, p = 0.450.
  • eGFR: OR = 0.999 per 1 mL/min/1.73 m2, 95% CI 0.988-1.011, p = 0.913.

Adding CRP and eGFR to clinical covariates yielded minimal incremental discrimination for plaque instability.

  • AUC was 0.704 for the clinical model and 0.709 for the integrated model (ΔAUC = +0.005).
  • Discrimination and calibration were compared, with bootstrap resampling used to assess optimism.

Because of the cross-sectional design, the findings represent associations rather than temporal or causal relationships.

  • The study was exploratory, single-center, and retrospective.
  • The authors suggest limited additional value of CRP and eGFR for distinguishing ultrasound-defined plaque instability.

What This Means

This study looked at 361 patients who had carotid artery ultrasound scans, to see whether blood markers of inflammation, clotting, metabolism, and kidney function were linked to unstable plaque in the neck arteries. Unstable plaques are thought to be more likely to cause strokes. Fifty patients had unstable plaques and 311 had stable ones. Patients with unstable plaques were more likely to have had a stroke before. C-reactive protein (CRP, an inflammation marker) was higher in the unstable-plaque group in a simple comparison, but after accounting for age, sex, high blood pressure, and diabetes, neither CRP nor kidney function (eGFR) was independently linked to unstable plaque. A prior stroke remained associated, with about 2.5 times the odds of having an unstable plaque. Adding CRP and eGFR to a model using clinical factors barely improved its ability to tell unstable from stable plaques (AUC 0.704 vs 0.709). This research suggests that, in this group, routine blood markers like CRP and eGFR added little to identifying ultrasound-defined unstable plaque beyond basic clinical information. The study was small, from one center, had few unstable plaque cases, and captured a single point in time, so it cannot show cause and effect or whether these markers predict future events.

Have a question about this study?

Citation

Xie C, Hong J, Zhang M, Peng Y, Huang Y. (2026). Integrative analysis of systemic biomarkers and carotid plaque instability in patients with atherosclerosis: A retrospective cross-sectional study.. Science progress. https://doi.org/10.1177/00368504261499593