# The role of pan-immune-inflammation index in the prognosis of Chinese cases with triple-negative breast cancer following surgical resection

**Authors:** Ming Qi, Xuele Tao, Feng Ding, Tianyi Dong

PMC · DOI: 10.3389/fsurg.2025.1636235 · 2025-10-14

## TL;DR

This study shows that a blood-based inflammation index called PIV can predict survival outcomes in Chinese patients with triple-negative breast cancer after surgery.

## Contribution

The study demonstrates that preoperative PIV is an independent prognostic biomarker for Chinese TNBC patients.

## Key findings

- High PIV was associated with significantly worse 5-year overall survival (62.5% vs. 71.6%).
- High PIV independently predicted shorter disease-free survival (median 36.8 vs. 45.2 months).
- PIV remained significant after adjusting for tumor stage, nodal status, and histologic grade.

## Abstract

Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer associated with high recurrence rates and poor survival outcomes. Growing evidence suggests that systemic inflammation plays a critical role in tumor progression and immune evasion. The pan-immune-inflammation value (PIV), a composite index derived from peripheral blood counts, has emerged as a potential biomarker of host immune and inflammatory status.

This study aimed to evaluate the prognostic value of preoperative PIV in Chinese cases with TNBC following curative surgical resection.

We conducted a retrospective cohort study of 312 TNBC cases treated at a tertiary center in China between January 2015 and March 2020. PIV was calculated as (neutrophil count × platelet count × monocyte count)/lymphocyte count using preoperative blood tests. According to a ROC-derived cutoff value of 353, cases were stratified into low and high PIV groups. Kaplan–Meier curves and Cox regression analyses were used to analyze survival outcomes, like disease-free survival (DFS) and overall survival (OS). Confounders for multivariate adjustment were selected based on clinical relevance and univariate significance (p < 0.10). Model performance was evaluated using Harrell's concordance index (C-index).

Cases with a high PIV showed significantly worse survival outcomes. The 5-year OS was 62.5% in the high PIV group compared with 71.6% in the low PIV group. High PIV was also associated with shorter DFS (median 36.8 vs. 45.2 months, p < 0.05). Multivariate analysis confirmed high PIV as an independent predictor of poor OS (HR, 1.75; p = 0.003) and DFS (HR, 1.61; p = 0.009), even after adjusting for tumor stage, nodal status, and histologic grade.

Preoperative PIV is an independent and accessible prognostic biomarker in Chinese cases with TNBC following surgery. Its integration into clinical risk models may aid in identifying high-risk cases and tailoring postoperative management strategies for them.

## Linked entities

- **Diseases:** triple-negative breast cancer (MONDO:0005494)

## Full-text entities

- **Diseases:** inflammation (MESH:D007249), breast cancer (MESH:D001943), tumor (MESH:D009369), TNBC (MESH:D064726)

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12558987/full.md

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Source: https://tomesphere.com/paper/PMC12558987