# Predictive Performance of the Aggregate Index of Systemic Inflammation for Contrast-Induced Nephropathy After PCI in Elderly ACS Patients

**Authors:** Çağatay Önal, Cennet Yıldız, Yasin Yüksel, Burak Ayça

PMC · DOI: 10.3390/medicina62020361 · 2026-02-11

## TL;DR

This study shows that the Aggregate Index of Systemic Inflammation (AISI) can predict kidney damage after heart procedures in elderly patients with heart disease.

## Contribution

AISI is shown to be an independent and effective predictor of contrast-induced nephropathy in elderly ACS patients undergoing PCI.

## Key findings

- AISI had a predictive accuracy of 0.709 for contrast-induced nephropathy.
- AISI remained an independent predictor even when adjusted for the Mehran score.
- CIN occurred in 25.6% of the 437 elderly patients studied.

## Abstract

Background and Objectives: This study aimed to evaluate the predictive value of the Aggregate Index of Systemic Inflammation (AISI) for contrast-induced nephropathy (CIN) development in elderly patients with acute coronary syndrome (ACS) undergoing PCI. Materials and Methods: The study included consecutive patients aged ≥65 years who underwent PCI for ACS between January 2022 and January 2024. The primary endpoint was the occurrence of CIN, defined as an increase in serum creatinine ≥0.5 mg/dL or ≥25% from baseline within 48–72 h after PCI. The AISI was calculated for each patient. Results: A total of 437 patients (mean age 73.7 ± 7.2 years, 64.5% male) were included. The overall incidence of CIN was 25.6%. Patients who developed CIN were older, more frequently female, and had lower left ventricular ejection fraction and albumin but higher SYNTAX I scores and baseline creatinine (all p < 0.001). AISI demonstrated a significant predictive accuracy for CIN (AUC: 0.709, 95% CI: 0.647–0.771, p < 0.001), which was statistically comparable to the Mehran score (AUC: 0.744, p = 0.095). In multivariable analysis, AISI emerged as a strong independent predictor of CIN (OR: 1.345, 95% CI: 1.123–1.437, p < 0.001), alongside SYNTAX I scores, baseline creatinine, and serum albumin. Notably, AISI retained its independent predictive power even when adjusted for the Mehran score (OR: 1.276, p < 0.001). Conclusions: AISI independently predicts CIN in elderly patients with ACS undergoing PCI. Its superior discriminative ability compared with single hematologic markers highlights the importance of systemic inflammatory burden in CIN pathogenesis. Incorporating AISI into pre-procedural assessment may improve risk stratification and preventive management in this high-risk population.

## Linked entities

- **Diseases:** acute coronary syndrome (MONDO:0005542)

## Full-text entities

- **Genes:** ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}
- **Diseases:** ST-elevation myocardial infarction (MESH:D000072657), bleeding (MESH:D006470), CIN (MESH:D005119), stroke (MESH:D020521), Hypoalbuminemia (MESH:D034141), acute kidney injury (MESH:D058186), myocardial damage (MESH:D009202), hypotension (MESH:D007022), renal hypoperfusion (MESH:D006030), systemic lupus erythematosus (MESH:D008180), shock (MESH:D012769), injury to (MESH:D014947), Inflammation (MESH:D007249), ACS (MESH:D054058), coronary lesion (MESH:D003327), endothelial dysfunction (MESH:D014652), ischemic (MESH:D002545), diabetes mellitus (MESH:D003920), malignancy (MESH:D009369), cardiogenic shock (MESH:D012770), NSTEMI (MESH:D000072658), congestive heart failure (MESH:D006333), Nephropathy (MESH:D007674), systemic (MESH:D015619), contrast-induced injury (MESH:D056486), sepsis (MESH:D018805), UAP (MESH:D000789), rheumatoid arthritis (MESH:D001172), microvascular (MESH:D017566), thrombotic (MESH:D013927), anemia (MESH:D000740), atherosclerotic (MESH:D050197), hematologic disorders (MESH:D006402), malnutrition (MESH:D044342), ischemic and toxic damage (MESH:D017202), acute myocardial infarction (MESH:D009203), infection (MESH:D007239), tubular and vascular injury (MESH:D057772), cytotoxicity (MESH:D064420)
- **Chemicals:** ASA (MESH:D001241), reactive oxygen species (MESH:D017382), creatinine (MESH:D003404), ACEI (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12942360/full.md

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Source: https://tomesphere.com/paper/PMC12942360