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Updated: Jun 24, 2025

Tracking Bispecific Antibody-Induced T Cell Trafficking Using Luciferase-Transduced Human T Cells
Published on: May 12, 2023
Design of Crosslinking Antibodies For T-Cell Activation: Experimental and Computational Analysis of PD-1/CD137
Anna Kopp1, Jiakun Guan1, Colette Johnston2
1Department of Chemical Engineering, University of Michigan, 2800 Plymouth Rd., Ann Arbor, Michigan, 48109, USA.
Abstract:
Bispecific and multispecific agents have become increasingly utilized in cancer treatment and immunotherapy, yet their complex design parameters present a challenge in developing successful therapeutics. Bispecifics that crosslink receptors on two opposing cells can provide specific activation of a receptor only when these cells are in close spatial proximity, such as an immune cell and cancer cell in a tumor. These agents, including T cell activating bispecifics, can avoid off-tumor toxicity through activation only in the tumor microenvironment by utilizing a tumor target to cluster T-cell receptors for a selective costimulatory signal. Here, we investigate a panel of PD-1/CD137 targeted Humabody VH domains to determine the key factors for T cell activation, such as affinity, valency, expression level, domain orientation, and epitope location. Target expression is a dominant factor determining both specificity and potency of T cell activation. Given an intrinsic expression level, the affinity can be tuned to modulate the level of activation and IC50 and achieve specificity between low and high expression levels. Changing the epitope location and linker length showed minor improvements to activation at low expression levels, but increasing the valency for the target decreased activation at all expression levels. By combining non-overlapping epitopes for the target, we achieved higher receptor activation at low expression levels. A kinetic model was able to capture these trends, offering support for the mechanistic interpretation. This work provides a framework to quantify factors for T cell activation by cell-crosslinking bispecific agents and guiding principles for the design of new agents.
Insights
Designing bispecific antibodies for cancer therapy is complex. This study identifies key factors like target expression and affinity that control T cell activation, guiding the development of effective bispecific agents.
Area of Science:
- Immunology
- Biotechnology
- Oncology
Background:
- Bispecific and multispecific agents are crucial in cancer immunotherapy.
- Complex design parameters challenge the development of effective bispecific therapeutics.
- Bispecifics can activate immune cells specifically within the tumor microenvironment to minimize off-tumor toxicity.
Purpose of the Study:
- To investigate key factors influencing T cell activation by bispecific agents targeting PD-1/CD137.
- To determine how affinity, valency, expression level, domain orientation, and epitope location affect T cell activation.
- To provide a framework for designing optimized bispecific agents for cancer treatment.
Main Methods:
- Investigated a panel of PD-1/CD137 targeted Humabody VH domains.
- Analyzed the impact of varying affinity, valency, expression level, domain orientation, and epitope location.
- Utilized a kinetic model to interpret T cell activation trends.
Main Results:
- Target expression level is a primary determinant of T cell activation specificity and potency.
- Affinity can be tuned to modulate activation and specificity based on target expression.
- Increased valency decreased T cell activation, while combining non-overlapping epitopes enhanced activation at low expression levels.
Conclusions:
- Target expression, affinity, and epitope combination are critical for designing effective bispecific T cell-engaging agents.
- A kinetic model can predict and explain T cell activation by bispecifics.
- This research offers guiding principles for developing novel cancer immunotherapies.

