Inflammatory Indices as a Triage Tool for Contrast-Enhanced Ultrasound in Carotid Plaques

This retrospective study evaluated a diagnostic framework integrating systemic inflammatory indices with contrast enhanced ultrasound for stratifying carotid plaque vulnerability. We included 322 patients with a mean age of 68.4 years who underwent imaging to grade intraplaque neovascularization as an established reference. The Systemic Immune-Inflammation Index, Systemic Inflammation Response Index, and pan-immune-inflammation value were analyzed alongside diagnostic performance using receiver operating characteristic curves and reclassification metrics. Results showed that higher levels of these indices were significantly associated with increased neovascularization severity. The combined model yielded an AUC of 0.822, which was comparable to that of SII alone (AUC = 0.821; DeLong P = .789). The pan-immune-inflammation value showed a high sensitivity of 88.6% for initial screening while the Systemic Inflammation Response Index demonstrated 78.3% specificity for confirming plaque instability. Adding SII to the baseline model improved reclassification and discrimination after bootstrap correction, with a continuous NRI of 0.949 (95% CI: 0.752-1.153) and an IDI of 0.266 (95% CI: 0.213-0.311). Integrating these accessible inflammatory indices with ultrasound may provide a cost-effective and noninvasive approach to vascular risk stratification, with potential value for the personalized management of patients with carotid atherosclerosis.

Authors

Institutions

Publication Details

Journal
Angiology
Published
2026-07-17
DOI
https://doi.org/10.1177/00033197261469929
Primary Topic
Cerebrovascular and Carotid Artery Diseases
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Inflammatory Indices as a Triage Tool for Contrast-Enhanced Ultrasound in Carotid Plaques

Zhiyang Zhai, Fei Deng, Minghua Wang, Xiao Feng et al.
Angiology
Cerebrovascular and Carotid Artery Diseases
article

Inflammatory Indices as a Triage Tool for Contrast-Enhanced Ultrasound in Carotid Plaques

Zhiyang Zhai, Fei Deng, Minghua Wang, Xiao Feng, Xiaowen Liu, Haitao Zhang, Zhao Jian, Yulu Zhang
article en

Abstract

This retrospective study evaluated a diagnostic framework integrating systemic inflammatory indices with contrast enhanced ultrasound for stratifying carotid plaque vulnerability. We included 322 patients with a mean age of 68.4 years who underwent imaging to grade intraplaque neovascularization as an established reference. The Systemic Immune-Inflammation Index, Systemic Inflammation Response Index, and pan-immune-inflammation value were analyzed alongside diagnostic performance using receiver operating characteristic curves and reclassification metrics. Results showed that higher levels of these indices were significantly associated with increased neovascularization severity. The combined model yielded an AUC of 0.822, which was comparable to that of SII alone (AUC = 0.821; DeLong P = .789). The pan-immune-inflammation value showed a high sensitivity of 88.6% for initial screening while the Systemic Inflammation Response Index demonstrated 78.3% specificity for confirming plaque instability. Adding SII to the baseline model improved reclassification and discrimination after bootstrap correction, with a continuous NRI of 0.949 (95% CI: 0.752-1.153) and an IDI of 0.266 (95% CI: 0.213-0.311). Integrating these accessible inflammatory indices with ultrasound may provide a cost-effective and noninvasive approach to vascular risk stratification, with potential value for the personalized management of patients with carotid atherosclerosis.

Angiology
Dalian Medical University (CN), First Affiliated Hospital of Dalian Medical University (CN)
Peace, Justice and strong institutions, Reduced inequalities
Openalex Percentile: Top 8%
Cerebrovascular and Carotid Artery Diseases
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Inflammatory Indices as a Triage Tool for Contrast-Enhanced Ultrasound in Carotid Plaques — Zhiyang Zhai, Fei Deng, et al. · Angiology (2026) | TGRS Research Map | TGRS