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SCAN-ACT: adoptive T cell therapy target discovery through single-cell transcriptomics.

Stefano Testa1,2, Aastha Pal3, Ajay Subramanian3

  • 1Department of Medicine, Stanford University, Stanford, CA, USA.

Genome Medicine
|August 15, 2025
PubMed
Summary
This summary is machine-generated.

SCAN-ACT is a computational pipeline that identifies tumor-specific targets for adoptive T cell therapies (ACTs). It analyzes single-cell data to accelerate the development of novel cancer treatments for solid tumors.

Keywords:
CAR-T cellsCellular therapyImmunotherapyLogic-gated CAR-TPeptide-centric CAR-TSingle-cell RNA sequencingSoft tissue sarcomaTCR-T cells

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Area of Science:

  • Immunology
  • Genomics
  • Computational Biology

Background:

  • Adoptive T cell therapies (ACTs) show promise for solid tumors, but identifying suitable tumor-specific targets is challenging.
  • Rare cancer subtypes particularly suffer from a lack of well-defined targets for T cell receptor-engineered T cells (TCR-T) and chimeric antigen receptor (CAR)-T cells.

Purpose of the Study:

  • To develop a computational pipeline (SCAN-ACT) for nominating and prioritizing targets for ACTs in solid tumors.
  • To enable the identification of both surface membrane and peptide-MHC targets for CAR-T and TCR-T cell therapies, respectively.

Main Methods:

  • SCAN-ACT utilizes single-cell RNA sequencing and multi-omics data from tumor and normal tissues.
  • It nominates monospecific and bispecific targets for CAR-T cells and peptide-MHC targets for TCR-T cells.
  • Experimental validation of protein expression and peptide-MHC binding was performed for selected targets.

Main Results:

  • Applied to soft tissue sarcoma (STS), SCAN-ACT identified 395 monospecific CAR-T targets, 14,192 bispecific CAR-T targets, and 5020 peptide-MHC targets.
  • The identified targets reflected the diverse cellular origins within STS.
  • The pipeline's versatility was further demonstrated through its application to glioblastoma.

Conclusions:

  • SCAN-ACT provides a robust data repository and user-friendly web tools to advance ACT development for solid tumors.
  • This resource aims to accelerate the discovery of novel therapeutic targets for challenging cancer types.