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Updated: Sep 11, 2026

Multiplexed Immunofluorescence Analysis and Quantification of Intratumoral PD-1+ Tim-3+ CD8+ T Cells
Published on: February 8, 2018
Comparative Efficacy and Safety of PD-1/PD-L1 Inhibitors for Patients with Solid Tumors: A Systematic Review and
Qingyuan Huang1,2,3, Yuzhen Zheng4,5, Zhendong Gao1,2,3
1Department of Thoracic Surgery and State Key Laboratory of Genetic Engineering, Fudan University Shanghai Cancer Center, Shanghai, China.
Abstract:
Purpose: The clinical use of immunotherapies targeting programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) is rapid expanding, but the equivalency of these inhibitors remains unclear. We aimed to comprehensively compare the efficacy and safety of PD-1/PD-L1 inhibitors with a systematic review and Bayesian network meta-analysis Methods: We searched PubMed, Web of Knowledge, related reviews and abstracts for randomized controlled trials of five PD-1/PD-L1 inhibitors for patients with solid tumors before November 30th, 2018. We estimated summary hazard ratios (HRs) for overall survival (OS) and progression-free survival (PFS), and odds ratios (ORs) for grade 3-5 treatment-related adverse events (TrAEs) using pairwise and network meta-analysis with random-effects. This study was registered with PROSPERO (#CRD42018116624). Results: Totally, 43 reports of 35 trials comprising 21261 patients were eligible for the analysis. Nivolumab, pembrolizumab, atezolizumab and durvalumab were more effective than control treatment, and no significant differences were identified in OS and PFS between any two inhibitors. Avelumab was associated with significantly inferior OS to nivolumab (HR 1.37, 95%CrI 1.05-1.78) and pembrolizumab (HR 1.33, 95%CrI 1.02-1.73), and with inferior PFS to nivolumab (HR 1.60, 95%CrI 1.03-2.51). Compared with placebo, nivolumab had increased risk of grade 3-5 TrAEs (OR 2.35, 95%CrI 1.35-4.17). Compared with standard-of-care, nivolumab (OR 0.39, 95%CrI 0.28-0.54), pembrolizumab (OR 0.43, 95%CrI 0.30-0.60), atezolizumab (OR 0.37, 95%CrI 0.21-0.64) and avelumab (OR 0.24, 95%CrI 0.12-0.48) significantly reduced grade 3-5 TrAEs. There were not significant differences in grade 3-5 TrAEs between any two inhibitors. Conclusion: This Bayesian network meta-analysis revealed that nivolumab, pembrolizumab, atezolizumab and durvalumab yielded equivalent survival, while avelumab was associated with unfavorable survival. PD-1/PD-L1 inhibitors were comparable in the risk of TrAEs, and safer than conventional therapies.
Insights
This study compared programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors for solid tumors. Nivolumab, pembrolizumab, atezolizumab, and durvalumab showed similar survival benefits, while avelumab was less effective. All inhibitors were comparable in safety and safer than traditional treatments.
Area of Science:
- Oncology
- Immunotherapy
- Pharmacological Research
Background:
- The clinical application of programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors is expanding rapidly.
- The comparative efficacy and safety of these immunotherapies remain unclear.
- A comprehensive analysis is needed to guide clinical decision-making.
Purpose of the Study:
- To systematically compare the efficacy and safety of various PD-1/PD-L1 inhibitors in patients with solid tumors.
- To conduct a Bayesian network meta-analysis to synthesize evidence from randomized controlled trials.
- To evaluate overall survival (OS), progression-free survival (PFS), and treatment-related adverse events (TrAEs).
Main Methods:
- Systematic literature search of PubMed, Web of Knowledge, and other sources for relevant randomized controlled trials.
- Inclusion of five PD-1/PD-L1 inhibitors in patients with solid tumors, published before November 30, 2018.
- Bayesian network meta-analysis using random-effects models to estimate hazard ratios (HRs) for OS and PFS, and odds ratios (ORs) for grade 3-5 TrAEs.
Main Results:
- Analysis included 35 trials with 21,261 patients.
- Nivolumab, pembrolizumab, atezolizumab, and durvalumab demonstrated comparable efficacy in OS and PFS.
- Avelumab showed significantly inferior OS and PFS compared to nivolumab and pembrolizumab. All PD-1/PD-L1 inhibitors were comparable in safety and reduced grade 3-5 TrAEs compared to standard-of-care.
Conclusions:
- Nivolumab, pembrolizumab, atezolizumab, and durvalumab offer equivalent survival benefits in solid tumors.
- Avelumab is associated with less favorable survival outcomes compared to other PD-1/PD-L1 inhibitors.
- PD-1/PD-L1 inhibitors demonstrate comparable safety profiles and are generally safer than conventional therapies regarding severe adverse events.

