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February 13, 2026American Journal of Roentgenology4 citations

Visual Ordinal Coronary Calcium Scoring on Routine PET/CT for Predicting Perioperative Major Clinical Events After Noncardiac Surgery

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DKDongwoo KimHSHye Joo SonMKMin-Kyung Kang

Key Result

Moderate or severe visual coronary artery calcification on PET/CT independently predicted 30-day perioperative major clinical events after noncardiac surgery (adjusted OR 2.44; 95% CI 1.11-5.38).

Key Points

  • Assess the utility of a visual ordinal coronary artery calcification scoring system for predicting perioperative risks after noncardiac surgery.
  • Retrospective analysis of 972 patients who underwent PET/CT and noncardiac surgery.
  • Three radiologists assigned visual ordinal CAC scores to CT images of coronary arteries.
  • Multivariable logistic regression assessed the impact of CAC scores on predicting perioperative major clinical events.
  • At least mild CAC was present in 46.3% of patients; 16.0% had moderate/severe CAC.
  • Perioperative major clinical events occurred in 3.2% of patients, increasing with CAC severity.
  • Moderate/severe CAC was identified as an independent predictor of perioperative events (adjusted OR=2.44).

Study Design

Type

Cohort (n=972)

Structured PICO

Does visual ordinal coronary calcium scoring on routine PET/CT predict 30-day perioperative major clinical events in patients undergoing intermediate- or high-risk noncardiac surgery?

P
Population
972 patients (559 male, 413 female; median age, 58 years) who underwent [18F]FDG PET/CT with a nongated low-dose CT acquisition followed by intermediate- or high-risk noncardiac surgery within 12 months
I
Intervention
Visual ordinal coronary artery calcification (CAC) scoring system applied to PET/CT
C
Comparator
No or mild CAC, and revised cardiac risk index (RCRI)
O
Outcome
30-day perioperative major clinical events (MCEs, defined as all-cause mortality or in-hospital troponin I elevation)composite

Simple visual CAC scoring on routine preoperative PET/CT independently predicts 30-day perioperative major clinical events after noncardiac surgery, refining risk stratification beyond the revised cardiac risk index.

Main Result

Effect estimate: adjusted OR 2.44 (95% CI 1.11-5.38)

Abstract

Background: PET/CT is commonly performed during oncologic workup and provides an opportunity for coronary artery calcification (CAC) evaluation. However, technical constraints typically preclude standard Agatston scoring using the attenuation-correction CT images obtained during PET/CT examinations. Objective: To assess the prognostic utility of a simple visual ordinal CAC scoring system applied to PET/CT for perioperative risk stratification after noncardiac surgery. Methods: This retrospective study included 972 patients (559 male, 413 female; median age, 58 years) who underwent 18FFDG PET/CT with a nongated low-dose CT acquisition followed by intermediate- or high-risk noncardiac surgery within 12 months (median interval, 4 days IQR 2-7 days) from April 2013 to June 2024. Three radiologists independently reviewed CT images to assign a visual ordinal CAC score (scale, 0-3) to each of four major coronary arteries; these scores were used to derive a visual CAC grade (none, mild, moderate, severe) for each patient. Multivariable logistic regression analyses were performed to identify the role of visual CAC grades (based on consensus assessments) in predicting 30-day perioperative major clinical events (MCEs, defined as all-cause mortality or in-hospital troponin I elevation), adjusting for age, sex, and revised cardiac risk index (RCRI; a traditional perioperative risk stratification tool). Results: Interobserver agreement for the visual CAC grade was high (kappa=0.875). At least mild CAC and moderate or severe (hereafter, moderate/severe) CAC were present in 46.3% and 16.0% of patients, respectively. Perioperative MCEs occurred in 3.2% of patients. Perioperative MCEs occurred in 1.9%, 3.1%, 5.8%, and 11.3% of patients with no, mild, moderate, and severe CAC, respectively. Moderate/severe CAC was an independent predictor of perioperative MCEs (adjusted OR=2.44; 95% CI, 1.11-5.38). Among 718 patients with RCRI of 1, frequency of perioperative MCEs was higher among those with moderate/severe versus no or mild CAC (8.3% vs 2.3%, respectively; p=.005). The AUC for predicting perioperative MCEs was 0.608 for RCRI and 0.652 for the visual CAC grade (p=.36). Conclusions: Simple visual CAC scoring on routine PET/CT was associated with perioperative events after noncardiac surgeries, independent of the RCRI. Clinical Impact: Standardized CAC reporting on preoperative PET/CT may help refine risk stratification and support clinical decision-making regarding the intensity of perioperative care.

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Cite This Study

Kim et al. (2026) conducted a cohort in Intermediate- or high-risk noncardiac surgery (n=972). Visual ordinal coronary artery calcification (CAC) scoring vs. No or mild CAC was evaluated on 30-day perioperative major clinical events (all-cause mortality or in-hospital troponin I elevation) (adjusted OR 2.44, 95% CI 1.11-5.38). Moderate or severe visual coronary artery calcification on PET/CT independently predicted 30-day perioperative major clinical events after noncardiac surgery (adjusted OR 2.44; 95% CI 1.11-5.38).

synapsesocial.com/papers/698ebf3485a1ff6a9301658chttps://doi.org/10.2214/ajr.25.34334
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