PCI-DB: a novel primary tissue immunopeptidome database to guide next-generation peptide-based immunotherapy

Steffen Lemke1,2,3,4,5, Marissa L Dubbelaar1,2,3, Patrick Zimmermann1,2,6

  • 1Department of Peptide-based Immunotherapy, Institute of Immunology, University and University Hospital Tübingen, Tübingen, BW, Germany.

Abstract

Insights

A new database, Peptides for Cancer Immunotherapy Database (PCI-DB), aids in identifying cancer-specific peptide targets for immunotherapy. This resource supports the development of personalized and off-the-shelf cancer immunotherapies by analyzing millions of peptides.

Area of Science:

  • Immunology
  • Oncology
  • Bioinformatics

Background:

  • Cancer immunotherapies depend on T cell recognition of peptide antigens presented by human leukocyte antigens (HLA).
  • Identifying naturally presented peptide targets for personalized and off-the-shelf immunotherapies is challenging.

Purpose of the Study:

  • To introduce the Peptides for Cancer Immunotherapy Database (PCI-DB) as an open-access resource for identifying peptide targets for cancer immunotherapy development.
  • To facilitate the identification and characterization of tumor-associated antigens (TAAs) and neoepitopes.

Main Methods:

  • Analysis of over 10,000 mass spectrometry (MS) files from 3,000+ tissue samples.
  • Standardized data processing using nf-core pipelines MHCquant2 and epitopeprediction.
  • Application of a global false discovery rate to minimize false positives.

Main Results:

  • The PCI-DB contains over 6.6 million HLA class I and 3.4 million HLA class II peptides from 40+ tissue types.
  • Insights into cancer-testis antigen representation and identification of cross-tumor and entity-specific TAAs and neoepitopes.
  • Successful design of personalized peptide vaccines for two metastatic cancer patients, inducing potent T-cell responses and long-term survival.

Conclusions:

  • PCI-DB is a versatile tool for understanding cancer antigen presentation.
  • PCI-DB supports the development of novel immunotherapies.

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