Comparative safety of PD-1 and PD-L1 inhibitors in advanced solid tumors: a real-world cohort study with competing risk analysis

BACKGROUND: Real-world evidence comparing long-term safety between PD-1 and PD-L1 inhibitors is limited, and the impact of competing mortality is unclear. METHODS: This retrospective cohort study utilized the TriNetX platform (2014-2024). Adults with advanced solid tumors initiating a PD-1 or PD-L1 inhibitor within 3 months of diagnosis were included. A 1:1 propensity score match created balanced cohorts. The primary outcome was the 1-year incidence of immune-related adverse events (irAEs). Standard Cox models and Fine-Gray competing risk models (accounting for death) were used to estimate hazard ratios (HRs) and subdistribution hazard ratios (sHRs), respectively. RESULTS: After matching, 22,672 patients (11,336 per group) were analyzed. In standard Cox analysis, PD-L1 inhibitors were associated with a lower risk of skin rash (HR 0.66, 95% CI 0.56-0.78), colitis (HR 0.79, 0.71-0.87), and nephritis (HR 0.71, 0.54-0.94) compared to PD-1 inhibitors. The competing risk analysis revealed that all-cause mortality was the overwhelmingly dominant outcome. Consequently, PD-L1 inhibitor use was associated with uniformly lower sHRs for every irAE analyzed (range: 0.85-0.88), with the sHR for mortality itself at 0.88 (0.84-0.92). This pattern, indicating the safety signal was heavily confounded by survival, was consistent across sex and age subgroups but more pronounced in males and older patients. CONCLUSION: PD-L1 inhibitors are associated with a lower risk of specific irAEs. However, mortality is the dominant competing risk in advanced cancer, fundamentally shaping safety assessments. Real-world studies must account for competing mortality to avoid distorted conclusions.

Authors

Institutions

Publication Details

Journal
Cancer Immunology Immunotherapy
Published
2026-04-10
DOI
https://doi.org/10.1007/s00262-026-04379-y
Citations
1
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
15.19

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative safety of PD-1 and PD-L1 inhibitors in advanced solid tumors: a real-world cohort study with competing risk analysis

Cao Lu, Lou Sun, Chun-Ting Fan, Ting-Fang Lu et al.
1 citations
Cancer Immunology Immunotherapy
Cancer Immunotherapy and Biomarkers
15.19
article

Comparative safety of PD-1 and PD-L1 inhibitors in advanced solid tumors: a real-world cohort study with competing risk analysis

Cao Lu, Lou Sun, Chun-Ting Fan, Ting-Fang Lu, Yen‐Fu Chen, Jenn-Jhy Tseng, Shih-Tien Hsu, Yu-Hsiang Shih, Shao-Jing Wang
article en
1 citations

Abstract

BACKGROUND: Real-world evidence comparing long-term safety between PD-1 and PD-L1 inhibitors is limited, and the impact of competing mortality is unclear. METHODS: This retrospective cohort study utilized the TriNetX platform (2014-2024). Adults with advanced solid tumors initiating a PD-1 or PD-L1 inhibitor within 3 months of diagnosis were included. A 1:1 propensity score match created balanced cohorts. The primary outcome was the 1-year incidence of immune-related adverse events (irAEs). Standard Cox models and Fine-Gray competing risk models (accounting for death) were used to estimate hazard ratios (HRs) and subdistribution hazard ratios (sHRs), respectively. RESULTS: After matching, 22,672 patients (11,336 per group) were analyzed. In standard Cox analysis, PD-L1 inhibitors were associated with a lower risk of skin rash (HR 0.66, 95% CI 0.56-0.78), colitis (HR 0.79, 0.71-0.87), and nephritis (HR 0.71, 0.54-0.94) compared to PD-1 inhibitors. The competing risk analysis revealed that all-cause mortality was the overwhelmingly dominant outcome. Consequently, PD-L1 inhibitor use was associated with uniformly lower sHRs for every irAE analyzed (range: 0.85-0.88), with the sHR for mortality itself at 0.88 (0.84-0.92). This pattern, indicating the safety signal was heavily confounded by survival, was consistent across sex and age subgroups but more pronounced in males and older patients. CONCLUSION: PD-L1 inhibitors are associated with a lower risk of specific irAEs. However, mortality is the dominant competing risk in advanced cancer, fundamentally shaping safety assessments. Real-world studies must account for competing mortality to avoid distorted conclusions.

Cancer Immunology ImmunotherapyVol. 75(5)
National Yang Ming Chiao Tung University (TW), National Chung Hsing University (TW), Taichung Veterans General Hospital (TW), Chung Shan Medical University (TW)
Taichung Veterans General Hospital
Good health and well-being
Openalex Percentile: Top 1%
Cancer Immunotherapy and Biomarkers
15.19
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.