Neoantigen × AI
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Brief · 2026-05-31

Biogenea, Elicio, Transgene advance neoantigen vaccine trials

Biogenea advances its quantum-classical neoantigen platform with two early-phase trials in colorectal and endometrial cancers, while Elicio and Transgene report positive clinical signals in ongoing trials.

On the methodological front, new AI models address TCR specificity prediction and noncanonical neoantigen discovery, expanding the actionable target space for personalized vaccines.

15 items11 Clinical4 AI & Methods
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Clinical

Expanded Access To Neoantigen Synthetic Long Peptide Vaccines in Patients With Local Or Metastatic Solid Tumors

The Jaime Leandro Foundation for Therapeutic Cancer Vaccines has launched an expanded access protocol for synthetic long peptide neoantigen vaccines in solid tumors. This intermediate patient access initiative highlights growing demand for personalized therapies outside of traditional clinical trial structures.

clinicaltrials · 2026-01-15 · Jaime Leandro Foundation for Therapeutic Cancer Vaccines
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Clinical

Personalized Cancer Vaccine (PCV) Strategy in Patients With Solid Tumors and Molecular Residual Disease

Washington University School of Medicine is recruiting for a Phase 1 trial evaluating synthetic long peptide personalized cancer vaccines in solid tumors with molecular residual disease. The study tests the hypothesis that these vaccines, co-administered with poly-ICLC, can generate neoantigen-specific T-cell responses sufficient to clear circulating tumor DNA.

clinicaltrials · 2026-01-13 · Washington University School of Medicine
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Clinical

COLONYVAQ™, a Quantum-Classical Guided Personalized Neoantigen Vaccine for MSS Stage III Colorectal Cancer

Biogenea Pharmaceuticals is initiating an early Phase I study of COLONYVAQ-CRC, a physics-aware, quantum-classical AI-guided personalized neoantigen vaccine for stage III MSS colorectal cancer. The trial combines the vaccine with standard chemotherapy and nivolumab, starting with a 12-patient safety cohort before potentially expanding to 50 patients.

clinicaltrials · 2026-01-09 · Biogenea Pharmaceuticals Ltd.
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Clinical

GYNORYLAQ™-VLINIVAL™: Ψ-Guided Personalized Neoantigen Peptide Vaccine for High-Risk Endometrial Cancer

Biogenea is enrolling patients in a Phase I trial for GYNORYLAQ-VLINIVAL, a quantum-classical engine-generated personalized neoantigen vaccine for high-risk endometrial cancer. The study evaluates the safety and feasibility of manufacturing GMP-grade vaccines in a real-world therapeutic context, with secondary objectives focusing on T-cell immunity characterization.

clinicaltrials · 2026-01-07 · Biogenea Pharmaceuticals Ltd.
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Clinical

Clinical Trial of Personalized Cancer Vaccine Demonstrates Feasibility, Safety, Immune Activation - Harvard School of Engineering and Applied Sciences

Harvard School of Engineering and Applied Sciences reports that a clinical trial of a personalized cancer vaccine demonstrated feasibility, safety, and immune activation. These results validate the clinical translatability of engineered vaccine approaches in generating measurable immune responses.

news · 2025-12-12 · Harvard School of Engineering and Applied Sciences
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Clinical

Transgene’s Individualized Neoantigen Therapeutic Cancer Vaccine TG4050 Delivers Positive Randomized Phase I Data  Randomization to be Completed in Phase II Part in Q4 2025 - Yahoo Finance

Transgene reported positive randomized Phase I data for its individualized neoantigen therapeutic cancer vaccine, TG4050. The company plans to complete randomization for the Phase II part of the trial in Q4 2025, marking a key milestone in the program's clinical progression.

news · 2025-09-16 · Yahoo Finance
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AI / Methods

T-cell receptor specificity landscape revealed through de novo peptide design

Researchers introduced HERMES, a structure-based, physics-guided machine learning model that predicts TCR interactions with peptides on MHC class I alleles. Trained on the protein universe without direct TCR-pMHC data, HERMES achieved up to 0.72 correlation with experimental data and enables de novo design of immunogenic peptides.

arxiv · 2025-03-01 · Gian Marco Visani, Michael N. Pun, Anastasia A. Minervina, Philip Bradley, Paul Thomas, Ar
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AI / Methods

Immunogenicity of neoantigens from hepatocellular carcinoma patients treated with a combined radioimmunotherapy.

Analysis of the NASIR-HCC trial shows that neoantigen-specific immune responses can be detected in hepatocellular carcinoma patients, including those who did not benefit from radioimmunotherapy and nivolumab. In vivo experiments in HLA transgenic mice confirmed responses to predicted neoantigens, suggesting potential for vaccine-based strategies in non-responders.

europepmc · 2026-03-18 · Aparicio B, Silva L, Ruiz M, Llópiz D, Repáraz D, Theunissen P, Tamayo I, Egea J, Igea A,