Neoantigen × AI
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Brief · 2026-05-29

Today's brief highlights the expanding clinical footprint of personalized

Today's brief highlights the expanding clinical footprint of personalized neoantigen vaccines across solid tumors and hematologic malignancies, with new trials launching in pancreatic, breast, and prostate cancers.

Concurrently, methodological advances in AI-driven epitope prediction and standardized bioinformatics workflows are addressing the computational bottlenecks of vaccine design.

15 items10 Clinical5 AI & Methods
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Clinical

Safety and Tolerability of AI-Designed Pan-Cancer Neoantigen mRNA Vaccine (PAN-NeoVax) in Advanced Solid Tumors

West China Hospital has launched a Phase I dose-escalation study for PAN-NeoVax, an AI-designed pan-cancer neoantigen mRNA vaccine delivered via intratumoral injection. The trial targets advanced solid tumors post-second-line therapy, utilizing a 3+3 design to assess safety and preliminary efficacy of lipid nanoparticle-formulated mRNA.

clinicaltrials · 2026-05-11 · West China Hospital
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Clinical

A Phase 1b/2, Multi-center, Single Arm Study to Assess the Safety and Efficacy of Neoantigen Synthetic Long Peptide Vaccines in Patients With Local Or Metastatic Solid Tumors

The Jaime Leandro Foundation for Therapeutic Cancer Vaccines is conducting a Phase 1b/2 multi-center study of synthetic long peptide neoantigen vaccines. The trial is currently enrolling by invitation to assess safety and efficacy in patients with local or metastatic solid tumors.

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

Expanded Access to PCNAT-01 for Patients With Resected Pancreatic Ductal Adenocarcinoma Following Surgical Resection and Adjuvant Therapy

Anda Biopharmaceutical has opened an expanded access program for PCNAT-01, a personalized tumor neoantigen peptide vaccine, for patients with resected pancreatic ductal adenocarcinoma. The program targets disease-free patients post-surgery and adjuvant therapy to reduce recurrence risk, subject to regulatory and sponsor review.

clinicaltrials · 2026-05-29 · Anda Biopharmaceutical Development (Shenzhen) Co., Ltd.
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Clinical

Study Evaluating the Safety Feasibility and Efficacy of ODI-2001 Vaccine, a Personnalized Immunotherapy in Patients With Metastatic or Locally Advanced Colon Cancer or Pancreatic Cancer

Centre Georges Francois Leclerc is initiating a Phase I study of ODI-2001, a personalized DNA neoantigen vaccine combined with a Modified Vaccinia Ankara adjuvant and ipilimumab. The trial targets metastatic or locally advanced colon and pancreatic cancers, starting with dose escalation to determine the maximum tolerated dose.

clinicaltrials · 2026-05-14 · Centre Georges Francois Leclerc
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Clinical

YS247 (Neoantigen-Pulsed DC Vaccine) for Metastatic Prostate Cancer

Changhai Hospital is testing YS247, a personalized neoantigen-pulsed dendritic cell vaccine, for metastatic castration-resistant prostate cancer. The Phase I study aims to determine safety and the maximum tolerated dose across three dose levels, while monitoring PSA levels and immune stimulation.

clinicaltrials · 2026-05-13 · Changhai Hospital
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AI / Methods

ImmunoNX: a robust bioinformatics workflow to support personalized neoantigen vaccine trials

Researchers present ImmunoNX, an end-to-end bioinformatics workflow for neoantigen prediction and vaccine design, built on WDL and Cromwell. The protocol has supported over 185 patients across 11 trials, integrating tumor DNA/RNA sequencing with consensus variant calling and a two-stage immunogenomics review process.

arxiv · 2025-12-09 · Kartik Singhal, Evelyn Schmidt, Susanna Kiwala, S. Peter Goedegebuure, Christopher A. Mill
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AI / Methods

pVACview: an interactive visualization tool for efficient neoantigen prioritization and selection

pVACview is introduced as an interactive visualization tool designed to streamline neoantigen prioritization and selection. The tool addresses the complexity of navigating multiple prediction algorithms, transcript annotations, and peptide registers, facilitating more efficient candidate selection for downstream clinical applications.

arxiv · 2024-06-11 · Huiming Xia, My Hoang, Evelyn Schmidt, Susanna Kiwala, Joshua McMichael, Zachary L. Skidmo
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AI / Methods

Revolutionizing Personalized Cancer Vaccines with NEO: Novel Epitope Optimization Using an Aggregated Feed Forward and Recurrent Neural Network with LSTM Architecture

The NEO model utilizes a stacking ensemble of Feed Forward and Recurrent Neural Networks with LSTM architecture to optimize neoepitope binding predictions. By aggregating scores from state-of-the-art models like MHCFlurry and NetMHCstabpan, NEO aims to accelerate and reduce the cost of identifying optimal neoepitopes for personalized vaccines.

arxiv · 2024-10-31 · Nishanth Basava
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AI / Methods

NeoPrecis: enhancing immunotherapy response prediction through integration of qualified immunogenicity and clonality-aware neoantigen landscapes - Nature

A new Nature paper introduces NeoPrecis, a method that enhances immunotherapy response prediction by integrating qualified immunogenicity data with clonality-aware neoantigen landscapes. This approach aims to improve the accuracy of selecting neoantigens that are most likely to elicit a therapeutic T-cell response.

news · 2026-01-23 · Nature
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AI / Methods

Neoantigen-based T cell vaccines design strategies, therapeutic barriers, and clinical advances.

A comprehensive review in EuropePMC synthesizes the current state of neoantigen-based T cell vaccines, covering design strategies, therapeutic barriers, and clinical advances. The article examines mechanisms across mRNA, peptide, and dendritic cell platforms, highlighting synergies with checkpoint blockade and the challenges of immunosuppressive tumor microenvironments.

europepmc · 2026-05-01 · Shi J, Wang J, Luo H, Zhao Q, Yao Z, Wu G, Li Z, Wang H, Chen G, Wu D.