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Updated: Mar 27, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Multi-Omics Profiling Uncovers Predictive Factors for Tumor-Infiltrating Lymphocyte Therapy in Ovarian Cancer
Xiuzhen Wang1, Rui Hou2, Jinguo Chen3
1Department of Gynaecology, Hainan Affiliated Hospital of Hainan Medical University (Hainan General Hospital), Haikou, China.
Tumor microenvironment factors influence the success of tumor-infiltrating lymphocyte (TIL) therapy in ovarian cancer (OC). Identifying these factors can optimize patient selection and improve TIL manufacturing for better OC treatment outcomes.
Area of Science:
- Oncology
- Immunotherapy
- Genomics
Background:
- Ovarian cancer (OC) presents a significant clinical challenge with poor prognoses, especially in advanced stages.
- Tumor-infiltrating lymphocyte (TIL) therapy offers potential but shows variable efficacy in OC patients.
- Predicting successful TIL isolation and expansion is crucial for improving OC treatment.
Purpose of the Study:
- To identify key factors influencing the successful isolation and expansion of tumor-infiltrating lymphocytes (TILs) in ovarian cancer (OC).
- To explore the multi-omic characteristics of tumors that yield successful TIL products versus those that do not.
Main Methods:
- Multi-omics profiling of tumor samples from 10 OC patients.
- Includes whole-exome sequencing, bulk RNA sequencing, and single-cell RNA sequencing.
- Analysis of genomic, cellular, and metabolic profiles, including cell-cell communication networks.
Main Results:
- Tumor heterogeneity in mutation burden and genomic status was observed.
- Single-cell profiling identified distinct cellular compositions correlating with TIL product success (TIL+ vs. TIL-).
- TIL+ tumors showed increased CD8+ T cell infiltration and enhanced T cell metabolism; myeloid and fibroblast subpopulations were uniquely associated with TIL+ or TIL- samples.
Conclusions:
- Insights into factors affecting TIL therapy efficacy in OC were gained.
- Potential strategies for optimizing patient selection for TIL therapy are suggested.
- Improved TIL manufacturing protocols may enhance treatment outcomes for ovarian cancer.
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