Immune Checkpoint Biomarkers for Accurate Responder Selection
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Solution Overview
Problem
Existing methods fail to accurately predict the efficacy of immune checkpoint inhibitors for patients with malignant tumors, necessitating a need to identify biomarkers that can determine which patients will benefit from these treatments.
Innovation Solution
The use of specific biomarker conditions defined by mathematical formulas involving CD8+ T cells, Foxp3+ T cells, and other immune cell subsets in tumor tissue or blood to predict the efficacy of immune checkpoint inhibitors, using immune checkpoint inhibitory substances as active ingredients.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If conventional therapies or single-marker methods are used, then treatment is simpler to administer, but the ability to accurately predict treatment efficacy is insufficient
Solution Approach 1:
The patent combines multiple immune cell markers (PD-1 on CD8+ T cells, Foxp3 on Treg cells, and CCR7 on CD8+ T cells) into a single integrated biomarker system. This merging of multiple measurement dimensions allows accurate prediction of immune checkpoint inhibitor efficacy while maintaining a unified evaluation framework that balances precision with operational feasibility.
2Reliability
If multiple biomarker conditions are evaluated, then treatment efficacy prediction becomes more accurate, but the evaluation process becomes more complex
Solution Approach 1:
The patent transforms multiple biomarker measurements into standardized parameter ranges with defined thresholds. By establishing specific numerical criteria (e.g., PD-1 MFI ratio, CCR7 percentage ranges, Foxp3+ Treg cell proportions), the system converts complex biological measurements into comparable, quantifiable parameters that facilitate reliable prediction while simplifying the interpretation process.
3Productivity
If immune checkpoint inhibitors are administered without proper patient selection, then more patients receive treatment, but treatment effectiveness decreases due to non-responders
Solution Approach 1:
The patent implements preliminary biomarker evaluation before administering immune checkpoint inhibitors. By assessing PD-1 expression on CD8+ T cells, Foxp3 expression on Treg cells, and CCR7 expression on CD8+ T cells prior to treatment, the system identifies patients most likely to respond, ensuring that treatment is directed toward those who will benefit while maintaining appropriate treatment coverage.
Data Source
AI summary
A method for identifying a patient with malignant tumor which can be expected to benefit more from an immune checkpoint inhibitor, and agent for suppressing the progression of, suppressing the recurrence of, and/or treating malignant tumor, being prescribed based thereon, comprising use of a combination of two sets of evaluation items and specific condition defined by each of combination thereof.


