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Updated: Jun 27, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Tissue-Agnostic Targeting in Solid Tumors: A PRISMA-Compliant Meta-Analysis of Efficacy, Safety, and Resistance
Marwa Balaha1, Saad A Aldosari2, Ahmed A Alamer2
1Department of Pharmacy, "G. d'Annunzio" University of Chieti-Pescara, Chieti, Italy.
Abstract:
Objectives: Tissue-agnostic oncology personalizes treatments based on shared molecular biomarkers, addressing challenges like assay variability, control-arm rigor, and non-proportional hazards. Integrating efficacy, safety, and resistance factors with consistent estimands is essential for evaluating biomarker-matched therapies across histologies. This review aims to quantify and compare their efficacy and safety, and to identify determinants of resistance, using PRISMA-compliant methods. Methods: We conducted a systematic review and random-effects meta-analysis of 38 studies (15,018 participants), employing dual screening, standardized bias assessment, and evaluations of heterogeneity and small-study effects. Hazard ratios (HRs) with 95% CIs were estimated for time-to-event outcomes, and restricted mean survival times were used when the proportional hazards assumption was violated. Results: Trastuzumab deruxtecan improved objective response rates and extended progression-free survival (PFS) and overall survival (OS) in HER2-positive gastric and gastroesophageal junction cancers and in HER2-low metastatic breast cancer, showing longer response durations. In metastatic colorectal cancer with microsatellite instability-high (MSI-H) or deficient mismatch repair (dMMR), PD-1 blockade significantly increased PFS and five-year OS despite crossover, with restricted mean survival time gains of about 11 months. In endometrial cancer, dostarlimab combined with chemotherapy improved PFS in both dMMR/MSI-H and mismatch repair-proficient disease and increased OS overall. Encorafenib-based therapies reduced progression and death in BRAF V600E metastatic colorectal cancer. Safety profiles were class-specific: PD-1 inhibitors caused fewer grade 3 or higher adverse events than chemotherapy, whereas trastuzumab deruxtecan was associated with increased interstitial lung disease (ILD) or pneumonitis and higher rates of treatment discontinuation. Conclusion: Biomarker-matched therapies confer significant survival benefits with predictable toxicities. Confidence is strongest for PD-1 inhibitors in MSI-H/dMMR tumors, trastuzumab deruxtecan in HER2-low or HER2-positive cancers, and encorafenib-based regimens in BRAF V600E metastatic colorectal cancer. Implementation should include validated assays (including reconfirmation of HER2 status), prioritize earlier treatment lines where gains are greatest, and require vigilant ILD monitoring. Head-to-head trials and assay standardization, especially for tumor mutational burden, remain priorities.
Insights
Biomarker-matched therapies offer significant survival benefits in oncology. Trastuzumab deruxtecan, PD-1 inhibitors, and encorafenib-based regimens show efficacy across various cancers with manageable toxicities.
Area of Science:
- Oncology
- Molecular Biology
- Clinical Trials
Background:
- Tissue-agnostic oncology personalizes treatment using molecular biomarkers.
- Challenges include assay variability, control-arm rigor, and non-proportional hazards.
- Consistent estimands are crucial for evaluating biomarker-matched therapies.
Purpose of the Study:
- Quantify and compare the efficacy and safety of biomarker-matched therapies.
- Identify determinants of resistance to these treatments.
- Utilize PRISMA-compliant methods for a systematic review.
Main Methods:
- Conducted a systematic review and random-effects meta-analysis of 38 studies (15,018 participants).
- Employed dual screening, standardized bias assessment, and evaluated heterogeneity and small-study effects.
- Estimated hazard ratios (HRs) and used restricted mean survival times when proportional hazards assumption was violated.
Main Results:
- Trastuzumab deruxtecan improved outcomes in HER2-positive gastric/esophageal and HER2-low breast cancers.
- PD-1 blockade significantly increased PFS and 5-year OS in MSI-H/dMMR metastatic colorectal cancer (mCRC).
- Dostarlimab improved PFS/OS in endometrial cancer; encorafenib-based therapies benefited BRAF V600E mCRC.
Conclusions:
- Biomarker-matched therapies provide significant survival benefits with predictable toxicities.
- Strongest evidence supports PD-1 inhibitors (MSI-H/dMMR), trastuzumab deruxtecan (HER2+ or HER2-low), and encorafenib (BRAF V600E mCRC).
- Implementation requires validated assays, early treatment lines, and vigilant ILD monitoring.

