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Updated: Mar 10, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Geoffrey T Gibney1, Louis M Weiner1, Michael B Atkins1
1Lombardi Comprehensive Cancer Center, MedStar Georgetown University Hospital, Washington DC, USA.
Checkpoint inhibitor immunotherapy offers durable responses but requires predictive biomarkers. Current PD-L1 testing is insufficient; integrating multiple biomarkers is key for optimizing cancer treatment and minimizing toxicity.
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