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Updated: Nov 11, 2025

High-Throughput Automated Multiplex Immunofluorescence Assays for Translational Research
Published on: June 10, 2025
Biomarker Technologies to Support Early Clinical Immuno-oncology Development: Advances and Interpretation
Michael A Cannarile1, Bruno Gomes2, Marta Canamero1
1F. Hoffmann-La Roche AG, Pharmaceutical Research and Early Development Oncology, Roche Innovation Center Munich, Munich, Germany.
Abstract:
Today, there is a huge effort to develop cancer immunotherapeutics capable of combating cancer cells as well as the biological environment in which they can grow, adapt, and survive. For such treatments to benefit more patients, there is a great need to dissect the complex interplays between tumor cells and the host's immune system. Monitoring mechanisms of resistance to immunotherapeutics can delineate the evolution of key players capable of driving an efficacious antitumor immune response. In doing so, simultaneous and systematic interrogation of multiple biomarkers beyond single biomarker approaches needs to be undertaken. Zooming into cell-to-cell interactions using technological advancements with unprecedented cellular resolution such as single-cell spatial transcriptomics, advanced tissue histology approaches, and new molecular immune profiling tools promises to provide a unique level of molecular granularity of the tumor environment and may support better decision-making during drug development. This review will focus on how such technological tools are applied in clinical settings, to inform the underlying tumor-immune biology of patients and offer a deeper understanding of cancer immune responsiveness to immuno-oncology treatments.
Insights
Advancing cancer immunotherapies requires understanding tumor-immune interactions. New technologies offer detailed insights into resistance mechanisms and patient responses to immuno-oncology treatments.
Area of Science:
- Oncology
- Immunology
- Biotechnology
Background:
- Cancer immunotherapeutics aim to target cancer cells and their microenvironment.
- Understanding tumor-immune system interplay is crucial for treatment efficacy.
- Mechanisms of resistance to immunotherapies need thorough investigation.
Purpose of the Study:
- To review technological advancements for dissecting tumor-immune interactions.
- To explore how these technologies inform clinical decision-making in immuno-oncology.
- To enhance understanding of patient immune responsiveness to cancer treatments.
Main Methods:
- Single-cell spatial transcriptomics.
- Advanced tissue histology.
- Molecular immune profiling tools.
- Systematic interrogation of multiple biomarkers.
Main Results:
- These technologies provide unprecedented cellular resolution of the tumor microenvironment.
- They enable detailed analysis of cell-to-cell interactions.
- They offer molecular granularity for understanding treatment resistance.
Conclusions:
- Technological advancements are vital for dissecting complex tumor-immune biology.
- Multi-biomarker approaches and high-resolution tools improve understanding of immuno-oncology.
- This knowledge supports better drug development and clinical decision-making for cancer patients.

