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Sensitive neoantigen discovery by real-time mutanome-guided immunopeptidomics
Ilja E Shapiro1,2,3, Florian Huber1,2,3, Justine Michaux1,2,3
1Department of Oncology, University of Lausanne (UNIL) and Lausanne University Hospital (CHUV), Lausanne, Switzerland.
Nature Communications
|August 7, 2025
Summary
NeoDiscMS enhances personalized cancer immunotherapy by improving neoantigen detection. This mass spectrometry-based method increases confidence in identifying tumor-specific targets from limited samples, aiding clinical antigen discovery.
Area of Science:
- Immunology
- Oncology
- Analytical Chemistry
Background:
- Targeting cancer-specific HLA-peptide complexes is crucial for effective cancer immunotherapy.
- Mutated neoantigens offer high immunogenicity and cancer-specificity for therapeutic targeting.
- Mass spectrometry (MS)-based immunopeptidomics is vital for identifying naturally presented immunogenic targets.
Purpose of the Study:
- To present NeoDiscMS, an advanced system for personalized immunopeptidomics data acquisition.
- To enhance the sensitivity and global depth of immunopeptidome analysis for clinical applications.
- To improve the accuracy and confidence of neoantigen identification in cancer patients.
Main Methods:
- NeoDiscMS utilizes next-generation sequencing-guided real-time spectral acquisitions for data acquisition.
- The method is designed for ease of implementation, catering to scarce sample inputs and short turnaround times.
- It extends the capabilities of the NeoDisc platform for personalized immunopeptidomics.
Main Results:
- NeoDiscMS maximizes analytical sensitivity while minimizing the loss of global immunopeptidome depth.
- Detection of peptides from tumor-associated antigens is enhanced by up to 20%.
- NeoDiscMS provides improved confidence in neoantigen identification compared to existing gold-standard methods.
Conclusions:
- NeoDiscMS represents a significant advancement in personalized clinical antigen discovery.
- The system facilitates more confident neoantigen detection, crucial for developing targeted immunotherapies.
- Its ease of implementation makes it suitable for routine clinical use in cancer research.

