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AI-Driven Digital Twin and Drug Simulation for Esophageal Cancer
Sponsor: Henan Cancer Hospital
Summary
This study aims to integrate multi-omics data (genomics, transcriptomics, proteomics) from esophageal cancer patients with artificial intelligence and digital twin technology to construct personalized virtual patient models that precisely simulate individual responses to targeted therapies. Through a drug simulation platform, this study will rapidly screen potential effective drug combinations and optimize dosage and treatment regimens. The project attempts to replace portions of traditional clinical trials with virtual clinical trial technology, substantially shortening the R\&D cycle, reducing costs, and effectively addressing the complexity of individualized treatment. Specifically, this study will conduct a head-to-head virtual clinical trial parallel to a real-world investigator-initiated trial (IIT) in patients with locally advanced esophageal squamous cell carcinoma, comparing the efficacy predictions from the virtual model with actual clinical outcomes. The ultimate goal is to explore the application of large-scale AI models in esophageal cancer targeted therapy, provide personalized treatment recommendations, and advance the implementation of precision medicine in esophageal cancer.
Official title: Construction of Artificial Intelligence Model for Esophageal Cancer Digital Twin Patients and Drug Efficacy Simulation Verification Based on Supercomputing Platform and Multi-Omics Data
Key Details
Gender
All
Age Range
18 Years - 75 Years
Study Type
OBSERVATIONAL
Enrollment
400
Start Date
2026-07-30
Completion Date
2028-12
Last Updated
2026-08-11
Healthy Volunteers
No
Conditions
Interventions
Toripalimab
Recombinant humanized anti-PD-1 monoclonal antibody administered at 240 mg IV on day 3 of each 21-day cycle for 2 cycles preoperatively, followed by 240 mg IV Q3W postoperatively for up to 8 cycles.
Paclitaxel
Administered at 175 mg/m2 IV on day 1 of each 21-day cycle for 2 cycles preoperatively.
Cisplatin
Administered at 75 mg/m2 IV on day 1 of each 21-day cycle for 2 cycles preoperatively.