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Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
Yuanyuan Shen1, Yue Guan2, Justin J Hummel1
1Institute for Data Science and Informatics, University of Missouri, 238 Naka Hall, Columbia, MO, 65211-2060, USA.
Background:
Colorectal cancer (CRC) is the second leading cancer killer in the US today and patients with metastatic disease have only a 14% 5-year survival. One of the most impactful recent advances in cancer therapy, immune checkpoint inhibition, has not been shown to be effective for the majority of these patients. In this study, we use The Cancer Genome Atlas (TCGA) and recently developed informatic-based tools to identify targets for immune based therapy in colorectal cancer patients.
Methods:
Open access, pre-processed (level 3) mRNA data and clinical data from colorectal patients from the TCGA was downloaded from FireCloud. Using the Microenvironment Cell Populations-Counter method (MCP-Counter), cytotoxic lymphocyte scores were calculated for all patients. Patients were then grouped by cytotoxic lymphocyte score (High vs Low), pathologic stage, and location to identify differentially expressed genes. Pathway enrichment analysis was performed using Reactome to determine differentially expressed genes associated with immune pathways. Survival analysis was performed with identified differentially expressed genes.
Results:
In the TCGA dataset, there are 461 colon and 172 rectal cancer patients. After stratifying patients by cytotoxic lymphocyte score, anatomical location, and stage, we found a significant number of differentially expressed genes. We identified one pathway, "immunoregulatory interactions between a lymphoid and non-lymphoid cell", that was highly enriched and included in all tumor locations and stages. Survival analysis performed with differentially expressed genes in this pathway identified 21 different genes associated with survival and cytotoxic lymphocyte infiltration, with ~ 70% of these genes occurring in the metastatic right-sided CRC group. Specifically, all genes associated with survival in the metastatic right-sided colorectal cancer group with low cytotoxic lymphocyte scores positively impacted survival.
Conclusions:
Utilizing the TCGA, a publicly available dataset, and informatics-based analyses, we identified potential targets to improve immune based therapy in colorectal cancer. Additionally, we note the most targets in metastatic right-sided CRC patients, the patient group with the worst predicted survival. The results from this study demonstrate the ability of informatics-based analytic techniques to identify new therapeutic targets as well as improve patient selection for intervention, helping us to achieve the goals of precision-based oncology.
Insights
This study used The Cancer Genome Atlas (TCGA) data to find new immune targets for colorectal cancer (CRC). Researchers identified key genes in metastatic right-sided CRC, offering hope for improved immunotherapy in this difficult-to-treat patient group.
Area of Science:
- Oncology
- Genomics
- Immunotherapy
Background:
- Colorectal cancer (CRC) is a leading cause of cancer death in the US, with poor survival rates for metastatic disease.
- Current immune checkpoint inhibition therapies are ineffective for most CRC patients.
- Identifying novel therapeutic targets is crucial for improving CRC patient outcomes.
Purpose of the Study:
- To identify potential targets for immune-based therapy in colorectal cancer patients.
- To leverage The Cancer Genome Atlas (TCGA) and bioinformatics tools for target discovery.
- To stratify patients based on immune cell infiltration and tumor characteristics.
Main Methods:
- Downloaded TCGA mRNA and clinical data for colorectal cancer patients.
- Calculated cytotoxic lymphocyte scores using MCP-Counter.
- Performed differential gene expression analysis and pathway enrichment analysis (Reactome).
- Conducted survival analysis on identified differentially expressed genes.
Main Results:
- Significant differentially expressed genes were found when stratifying patients by immune cell infiltration, location, and stage.
- The 'immunoregulatory interactions between a lymphoid and non-lymphoid cell' pathway was highly enriched across all tumor types.
- 21 genes associated with survival and immune infiltration were identified, with ~70% in metastatic right-sided CRC.
- Genes associated with survival in metastatic right-sided CRC with low cytotoxic lymphocyte scores positively impacted survival.
Conclusions:
- Bioinformatics analysis of TCGA data identified potential targets for improving colorectal cancer immunotherapy.
- Metastatic right-sided CRC patients, with the poorest survival, showed the most potential therapeutic targets.
- Informatics approaches can identify new therapeutic targets and enhance patient selection for precision oncology interventions.
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