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Updated: Feb 28, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Integrated Immune and Molecular Profiling Identifies Prognostic Subgroups and Therapeutic Targets in Chondrosarcoma
Agnieszka E Zając1, Piotr Rutkowski1, Anna Szumera-Ciećkiewicz2,3
1Department of Soft Tissue/Bone Sarcoma and Melanoma, Maria Sklodowska-Curie National Research Institute of Oncology, Roentgena 5, 02-781 Warsaw, Poland.
Abstract:
Chondrosarcoma (ChS) is a rare bone malignancy with heterogeneous behavior, the molecular and immunological background of which remains unknown. No effective systemic treatment for advanced ChS patients is available. The aim of this study was to develop an immune-mutational classification of ChS and to search for novel prognostic factors and molecular targets. We performed an immunological-molecular profiling of 99 patients diagnosed with primary ChS G1-G3 and dedifferentiated ChS. An expression of 20 immune response markers was assessed by IHC and targeted the next-generation sequencing of 409 genes was performed. Immunological and mutational profiles were correlated with overall survival using a multivariate LASSO-penalized Cox model. Three immunophenotypes were described-"cold" (IMP1), "hot" (IMP2), and "intermediate" (IMP3). IMP1 was the most prevalent in G1 cases, while IMP2 was the most prevalent in dedifferentiated cases. IDH1/2 or TP53 mutations were associated with high-grade ChS (FDR < 0.05). IMP2 was characterized by a higher number of immune infiltrates in the central region of the tumor (HR: 3.3; CI: 1.13-9.8; p < 0.05). IDH1 mutations were present most often in IMP2 cases (HR: 3.8; CI: 1.75-8.1; p < 0.001). Tumor size, dedifferentiated subtype, IDH1 mutation and the presence of IMP2 were identified as independent negative prognostic survival factors in ChS. An immune-mutational classification system for ChS patients was proposed, which may be used to identify those potentially suited for immunotherapy combined with IDH-mutant inhibitors in future research.
Insights
This study developed an immune-mutational classification for chondrosarcoma (ChS), identifying key prognostic factors like tumor size and IDH1 mutations. This classification may guide future immunotherapy and targeted treatments for advanced ChS patients.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Chondrosarcoma (ChS) is a rare, heterogeneous bone cancer with unknown molecular and immunological underpinnings.
- Currently, no effective systemic treatments exist for advanced ChS patients.
Purpose of the Study:
- To create an immune-mutational classification for ChS.
- To identify novel prognostic factors and molecular targets for ChS treatment.
Main Methods:
- Immunological-molecular profiling of 99 primary ChS patients (G1-G3 and dedifferentiated).
- Assessed 20 immune response markers via IHC and performed targeted next-generation sequencing of 409 genes.
- Correlated immune and mutational profiles with overall survival using a multivariate Cox model.
Main Results:
- Identified three immunophenotypes: 'cold' (IMP1), 'hot' (IMP2), and 'intermediate' (IMP3). IMP1 was common in G1, IMP2 in dedifferentiated ChS.
- IDH1/2 or TP53 mutations were linked to high-grade ChS.
- IMP2 tumors showed more immune infiltrates; IDH1 mutations were frequent in IMP2 cases.
- Tumor size, dedifferentiated subtype, IDH1 mutation, and IMP2 were independent negative prognostic factors.
Conclusions:
- Proposed an immune-mutational classification system for ChS.
- This system could help identify patients suitable for immunotherapy combined with IDH-mutant inhibitors in future clinical trials.
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