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Updated: Aug 6, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Distinct Predictive Immunogenomic Profiles of Response to Immune Checkpoint Inhibitors and IL2: A Real-world Evidence
Joel R Eisner1, Kirk D Beebe1, Gregory M Mayhew1
1GeneCentric Therapeutics, Inc., Durham, North Carolina.
Abstract:
Recombinant human high-dose IL2 (HD-IL2; aldesleukin) was one of the first approved immune-oncology agents based upon clinical activity in renal cell carcinoma (RCC) and metastatic melanoma but use was limited due to severe toxicity. Next-generation IL2 agents designed to improve tolerability are in development, increasing the need for future identification of genomic markers of clinical benefit and/or clinical response. In this retrospective study, we report clinical and tumor molecular profiling from patients with metastatic RCC (mRCC) treated with HD-IL2 and compare findings with patients with RCC treated with anti-PD-1 therapy. Genomic characteristics common and unique to IL2 and/or anti-PD-1 therapy response are presented, with insight into rational combination strategies for these agents. Residual pretreatment formalin-fixed paraffin embedded tumor samples from n = 36 patients with HD-IL2 mRCC underwent RNA-sequencing and corresponding clinical data were collected. A de novo 40-gene nearest centroid IL2 treatment response classifier and individual gene and/or immune marker signature differences were correlated to clinical response and placed into context with a separate dataset of n = 35 patients with anti-PD-1 mRCC. Immune signatures and genes, comprising suppressor and effector cells, were increased in patients with HD-IL2 clinical benefit. The 40-gene response classifier was also highly enriched for immune genes. While several effector immune signatures and genes were common between IL2 and anti-PD-1 treated patients, multiple inflammatory and/or immunosuppressive genes, previously reported to predict poor response to anti-PD-L1 immunotherapy, were only increased in IL2-responsive tumors. These findings suggest that common and distinct immune-related response markers for IL2 and anti-PD-1 therapy may help guide their use, either alone or in combination.
Significance:
Next-generation IL2 agents, designed for improved tolerability over traditional HD-IL2 (aldesleukin), are in clinical development. Retrospective molecular tumor profiling of patients treated with HD-IL2 or anti-PD-1 therapy provides insights into genomic characteristics of therapy response. This study revealed common and distinct immune-related predictive response markers for IL2 and anti-PD-1 therapy which may play a role in therapy guidance, and rational combination strategies for these agents.
Insights
High-dose interleukin-2 (HD-IL2) and anti-PD-1 therapies show distinct immune markers for treatment response in renal cell carcinoma. Identifying these markers can guide personalized treatment strategies and combination therapies for better patient outcomes.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- High-dose interleukin-2 (HD-IL2; aldesleukin) was an early immune-oncology agent for renal cell carcinoma (RCC) and melanoma, but toxicity limited its use.
- Next-generation IL2 agents are being developed with improved tolerability, necessitating identification of biomarkers for clinical benefit and response.
- Understanding genomic markers for IL2 and anti-PD-1 therapy response is crucial for guiding future treatment strategies.
Purpose of the Study:
- To identify genomic and immune marker characteristics associated with clinical response in patients with metastatic RCC (mRCC) treated with HD-IL2.
- To compare these markers with those from patients with RCC treated with anti-PD-1 therapy.
- To provide insights into rational combination strategies for IL2 and anti-PD-1 agents.
Main Methods:
- Retrospective analysis of clinical and tumor molecular profiling data from 36 patients with mRCC treated with HD-IL2.
- RNA-sequencing of residual tumor samples.
- Development of a 40-gene nearest centroid IL2 treatment response classifier.
- Comparison with a dataset of 35 patients with mRCC treated with anti-PD-1 therapy.
Main Results:
- Immune signatures and genes, including suppressor and effector cells, were increased in patients who benefited from HD-IL2 treatment.
- The 40-gene response classifier was significantly enriched for immune genes.
- Common effector immune signatures were observed between IL2 and anti-PD-1 responders.
- Distinct inflammatory and immunosuppressive genes, associated with poor anti-PD-L1 response, were increased in IL2-responsive tumors.
Conclusions:
- Common and distinct immune-related response markers exist for IL2 and anti-PD-1 therapies in mRCC.
- These markers can potentially guide the use of these agents, either as monotherapy or in combination.
- Further research into these distinct markers may optimize combination strategies for improved therapeutic efficacy.
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