The Correlation of PD-L1 Expression with Tumor Budding: Evaluating the Significance of Scoring Differences in Non-Small Cell Lung Cancer

Background: Tumor budding is a prognostic marker linked to epithelial–mesenchymal transition and the tumor microenvironment throughout various tumors. The programmed cell death protein 1 (PD-1) pathway functions as an important immune checkpoint that regulates lymphocyte activity within the tumor microenvironment. PD-1 ligand expression patterns may substantially affect the potential success of therapeutic blockade of this pathway. Methods: This study compares programmed cell death ligand 1 (PD-L1) expression with clinicopathological features using different scoring systems and assesses its prognostic value in patients with non-small cell lung cancer (NSCLC). Results: The study included 359 NSCLC cases. We found a statistically significant association between a negative combined positive score (CPS) or immune cell score (ICS) and advanced clinical stage and poor tumor differentiation. Moderate and high tumor budding scores correlated with positive PD-L1 expression across all three scoring systems. Overall survival (OS) revealed that PD-L1 positivity with ICS and CPS is a significant independent factor associated with a favorable prognosis. Kaplan–Meier analysis showed that CPS+ or ICS+ cases had significantly longer OS compared to CPS− or ICS− patients. In patients treated with immune checkpoint inhibitors, we observed no significant difference in OS between PD-L1-positive and PD-L1-negative cases across all scoring systems evaluated. Conclusion: Our study demonstrated a significant association between tumor budding in NSCLC and PD-L1 expression in tumor and immune cells. We showed that CPS or ICS positivity is a favorable prognostic factor for overall survival in patients with NSCLC.

Authors

Institutions

Publication Details

Journal
Biomedicines
Published
2026-10-14
DOI
https://doi.org/10.3390/biomedicines14102338
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Correlation of PD-L1 Expression with Tumor Budding: Evaluating the Significance of Scoring Differences in Non-Small Cell Lung Cancer

Güntülü Ak, Funda Canaz, Muzaffer Metintaş, Ertuğrul Çolak et al.
Biomedicines
Cancer Immunotherapy and Biomarkers
article

The Correlation of PD-L1 Expression with Tumor Budding: Evaluating the Significance of Scoring Differences in Non-Small Cell Lung Cancer

Güntülü Ak, Funda Canaz, Muzaffer Metintaş, Ertuğrul Çolak, Emine Dündar, Bülent Yildiz, Furkan Albayrak, Metin Demir
article en

Abstract

Background: Tumor budding is a prognostic marker linked to epithelial–mesenchymal transition and the tumor microenvironment throughout various tumors. The programmed cell death protein 1 (PD-1) pathway functions as an important immune checkpoint that regulates lymphocyte activity within the tumor microenvironment. PD-1 ligand expression patterns may substantially affect the potential success of therapeutic blockade of this pathway. Methods: This study compares programmed cell death ligand 1 (PD-L1) expression with clinicopathological features using different scoring systems and assesses its prognostic value in patients with non-small cell lung cancer (NSCLC). Results: The study included 359 NSCLC cases. We found a statistically significant association between a negative combined positive score (CPS) or immune cell score (ICS) and advanced clinical stage and poor tumor differentiation. Moderate and high tumor budding scores correlated with positive PD-L1 expression across all three scoring systems. Overall survival (OS) revealed that PD-L1 positivity with ICS and CPS is a significant independent factor associated with a favorable prognosis. Kaplan–Meier analysis showed that CPS+ or ICS+ cases had significantly longer OS compared to CPS− or ICS− patients. In patients treated with immune checkpoint inhibitors, we observed no significant difference in OS between PD-L1-positive and PD-L1-negative cases across all scoring systems evaluated. Conclusion: Our study demonstrated a significant association between tumor budding in NSCLC and PD-L1 expression in tumor and immune cells. We showed that CPS or ICS positivity is a favorable prognostic factor for overall survival in patients with NSCLC.

BiomedicinesVol. 14(10)
Eskişehir Osmangazi University (TR)
Good health and well-being
Openalex Percentile: Top 17%
Cancer Immunotherapy and Biomarkers
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.