Reactive T Cell Receptor Identification Before Expansion

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Solution Overview

Problem

Current methods for identifying tumor-reactive T cells and their receptors (TCRs) are limited in efficacy and specificity, particularly in non-melanoma cancers, leading to challenges in developing effective adoptive cell therapies.

Innovation Solution

A method involving determining gene expression and TCR reactivities in T cells to identify biomarkers of reactive T cells, utilizing a computer-implemented trainable model trained on gene expression data and TCR reactivities.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If T cells are enriched prior to reinfusion to increase the fraction of tumor-reactive T cells, then the effectiveness of adoptive cell therapy is improved, but the T cells become exhausted and their tumor-killing efficacy is compromised

Engineering Contradiction:
Improvetherapeutic effectivenessVSAvoidT cell exhaustion
Core Design Contradiction:
ReliabilityVSObject-generated harmful factors

Solution Approach 1:

The patent applies preliminary action by identifying and isolating tumor-reactive T cells and their TCRs before the cell expansion process. Gene expression profiling and TCR sequencing are performed on pre-enriched T cells to capture the reactive clones early, avoiding the exhaustion that occurs during prolonged in vitro expansion. This allows subsequent production of T cell products based on the identified TCRs without compromising the reactive clones themselves.

Inventive Principle:
Principle #10Preliminary action

2Quantity of substance

If T cells are expanded in vitro to increase the number of reactive T cells, then the quantity of therapeutic cells is improved, but clones are lost and specificity is reduced

Engineering Contradiction:
Improvenumber of T cellsVSAvoidclone specificity
Core Design Contradiction:
Quantity of substanceVSManufacturing precision

Solution Approach 1:

The patent applies copying by creating T cell products that express TCRs identified from the patient's own T cells, rather than directly expanding the original reactive clones. The TCR sequences are determined through sequencing, and these sequences are then used to engineer T cells (either autologous or allogeneic) that carry the identified reactive TCRs. This copying approach allows mass production of uniform, specific T cell products without the clone loss that occurs during extensive in vitro expansion of primary T cells.

Inventive Principle:
Principle #26Copying

3Measurement precision

If gene expression profiling is performed on T cells to identify biomarkers of reactivity, then the precision of reactive T cell identification is improved, but the complexity of the methodology increases

Engineering Contradiction:
Improveidentification accuracyVSAvoidmethodological complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent applies universality by using gene expression profiling (such as scRNA-seq) as a multi-functional tool that simultaneously achieves multiple objectives: identifying reactive T cells, determining their TCR repertoires, characterizing their activation state, and discovering biomarkers of reactivity. This single approach provides comprehensive information that would otherwise require multiple separate assays, thereby managing complexity while maintaining high identification precision.

Inventive Principle:
Principle #6Universality (Multi-functionality)

4Manufacturing precision

If TCR sequencing is performed to identify tumor-reactive TCRs, then the specificity of T cell therapy is improved, but the cost and time requirements increase

Engineering Contradiction:
ImproveTCR specificityVSAvoididentification time
Core Design Contradiction:
Manufacturing precisionVSLoss of time

Solution Approach 1:

The patent applies merging by combining TCR sequencing with gene expression profiling in a unified analytical workflow. Both TCR alpha and beta chain sequences are determined simultaneously with gene expression data from the same T cell population. This integrated approach allows parallel processing of multiple parameters from the same samples, reducing the total time and resource requirements compared to performing separate sequencing and expression studies.

Inventive Principle:
Principle #5Merging (Combining)

Data Source

PatentEP4603599A1Identification of reactive t cell receptors
Publication Date: 2025.08.20 DEUTES KREBSFORSCHUNGSZENT STIFTUNG DES OFFENTLICHEN RECHTS
  • EP4603599A1 patent drawingFigure 1
  • EP4603599A1 patent drawingFigure 2
  • EP4603599A1 patent drawingFigure 3~3B

AI summary

The present invention relates to a method for identifying at least one biomarker of a T-cell reactive to target cells of a subject (reactive T-cells), said target cells presenting at least one T-cell activating antigen, the method comprising (a) determining expression of a plurality of genes in T cells of said subject; (b) determining reactivities of T cell receptors (TCR) of said T cells to said target cells; and, (c) based on the results of steps (a) and (b), identifying at least one biomarker of a reactive T cell. The present invention also relates to a computer-implemented method of training at least one trainable model for identifying a T-cell reactive to target cells of a subject presenting a T-cell activating antigen (reactive T-cell), the method comprising: (A) providing the trainable model; (B) retrieving allocated training data, the allocated training data comprising gene expression data of a plurality of genes of T cells allocated to reactivities of the T cell receptors (TCRs) of said T cells to said target cells; and (C) training the trainable model on the allocated training data. The present invention further relates to further methods, systems, and trained models related thereto.