Related Experiment Video
Updated: Dec 6, 2025

Multiplexed Immunofluorescence Analysis and Quantification of Intratumoral PD-1+ Tim-3+ CD8+ T Cells
Published on: February 8, 2018
Identification of CTLA-4 associated with tumor microenvironment and competing interactions in triple negative breast
Ziqi Peng1, Peng Su1, Yuhong Yang2
1Department of Breast Surgery, the First Affiliated Hospital of China Medical University, Shenyang, China.
Abstract:
Background: The study of CTLA-4 inhibitors has been one of the hot spots in the field of tumor immunotherapy. As the most immunogenic subtype of breast cancer, Triple negative breast cancer (TNBC) has a great potential in the treatment strategy. The aim of this study was to explore the relevant genes and pathways of CTLA-4 in TNBC and to explore the prognostic value, so as to provide a theoretical basis for clinical studies. Materials and methods: We used the data from The Cancer Genome Atlas (TCGA) to analyze the expression of CTLA-4 in different types of breast cancer, and analyzed the TNBC data of CTLA-4 related co-expression genes by WGCNA and enrichment analysis. LncRNA-miRNA-CTLA-4 network was constructed to explore the immune infiltration and immune checkpoint associated with CTLA-4. The effect of CTLA-4 on clinical outcomes in TNBC patients was also evaluated. Finally, we used data from GEO database to verify the differences of CTLA-4 in different molecular types of breast cancer and related prognostic results. Results: CTLA-4 was significantly higher in TNBC than in Luminal subtype and Her-2 + subtype (P=0.019 and P<0.001, separately), and was significantly higher in ER and PR negative samples than in ER and PR positive samples (P<0.001). CTLA-4 related genes mainly enriched in biological process of leukocyte differentiation, regulation of leukocyte activation and T cell activation. Hsa-mir-92a was found to be a survival significance marker associated with CTLA-4 and lncRNA-miRNA-CTLA-4 network was constructed. The results of immune infiltration analysis showed that CTLA-4 was mainly related with T cell (r=0.74). For immune checkpoints analysis, CTLA-4 was mainly related to PDCD1(r=0.72) and CD28(r=0.64). In TNBC, high expression of CTLA-4 is related to good survival (P=0.0061). Results consistent with previous analysis were obtained in the GEO database, the expression of CTLA-4 in TNBC was significantly higher than that in non-TNBC (p<0.001), CTLA-4 was associated with favorable survival of TNBC (p<0.001). Conclusion: Among all types of breast cancer, the expression of CTLA-4 was the highest in TNBC.CTLA-4 in TNBC can be regulated by hsa-mir-92a to form ceRNA networks and influence the prognosis of TNBC patients through the leukocyte differentiation, regulation of leukocyte activation and T cell activation pathway.
Insights
Cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) is highly expressed in triple-negative breast cancer (TNBC) and is linked to better survival. CTLA-4 regulation by hsa-mir-92a influences TNBC prognosis via immune pathways.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- CTLA-4 inhibitors are a key focus in tumor immunotherapy.
- Triple-negative breast cancer (TNBC) is highly immunogenic and a potential candidate for immunotherapy.
- Understanding CTLA-4's role in TNBC is crucial for developing targeted treatments.
Purpose of the Study:
- To investigate genes and pathways associated with CTLA-4 in TNBC.
- To evaluate the prognostic value of CTLA-4 in TNBC patients.
- To provide a theoretical basis for future clinical studies involving CTLA-4 in TNBC.
Main Methods:
- Analysis of CTLA-4 expression in breast cancer subtypes using TCGA data.
- Weighted gene co-expression network analysis (WGCNA) and enrichment analysis for TNBC.
- Construction of a lncRNA-miRNA-CTLA-4 network and assessment of immune infiltration and checkpoints.
- Validation using GEO database data for CTLA-4 expression and prognostic significance.
Main Results:
- CTLA-4 expression is significantly higher in TNBC compared to Luminal and Her-2+ subtypes, and in ER/PR-negative samples.
- CTLA-4-related genes are enriched in leukocyte differentiation, activation, and T cell activation pathways.
- Hsa-mir-92a is identified as a survival marker associated with CTLA-4; high CTLA-4 expression correlates with better survival in TNBC.
- CTLA-4 is strongly associated with T cell infiltration and immune checkpoints like PDCD1 and CD28.
Conclusions:
- TNBC exhibits the highest CTLA-4 expression among breast cancer types.
- The hsa-mir-92a/lncRNA network regulates CTLA-4 in TNBC, impacting prognosis through immune cell activation pathways.
- CTLA-4 serves as a potential biomarker for favorable prognosis in TNBC patients.
More Related Videos
08:26MAME Models for 4D Live-cell Imaging of Tumor: Microenvironment Interactions that Impact Malignant Progression
Published on: February 17, 2012
06:05Author Spotlight: Multiplex Immunofluorescence Combined with Spatial Image Analysis for the Clinical and Biological Assessment of the Tumor Microenvironment
Published on: June 2, 2023
Related Concept Videos
The Tumor Microenvironment
lncRNA - Long Non-coding RNAs