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
- Cao Lu (ORCID: https://orcid.org/0009-0006-5244-1600)
- Lou Sun (ORCID: https://orcid.org/0000-0001-5561-7110)
- Chun-Ting Fan
- Ting-Fang Lu (ORCID: https://orcid.org/0009-0000-1338-5614)
- Yen‐Fu Chen (ORCID: https://orcid.org/0000-0002-9446-2761)
- Jenn-Jhy Tseng
- Shih-Tien Hsu
- Yu-Hsiang Shih
- Shao-Jing Wang
Institutions
- National Yang Ming Chiao Tung University (TW)
- National Chung Hsing University (TW)
- Taichung Veterans General Hospital (TW)
- Chung Shan Medical University (TW)
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
- Taichung Veterans General Hospital