Cargando…

Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Shen, Yuanyuan, Guan, Yue, Hummel, Justin J., Shyu, Chi-Ren, Mitchem, Jonathan B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7023815/
https://www.ncbi.nlm.nih.gov/pubmed/32059711
http://dx.doi.org/10.1186/s12885-020-6513-4
_version_ 1783498334185455616
author Shen, Yuanyuan
Guan, Yue
Hummel, Justin J.
Shyu, Chi-Ren
Mitchem, Jonathan B.
author_facet Shen, Yuanyuan
Guan, Yue
Hummel, Justin J.
Shyu, Chi-Ren
Mitchem, Jonathan B.
author_sort Shen, Yuanyuan
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7023815
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-70238152020-02-20 Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer Shen, Yuanyuan Guan, Yue Hummel, Justin J. Shyu, Chi-Ren Mitchem, Jonathan B. BMC Cancer Research Article 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. BioMed Central 2020-02-14 /pmc/articles/PMC7023815/ /pubmed/32059711 http://dx.doi.org/10.1186/s12885-020-6513-4 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Shen, Yuanyuan
Guan, Yue
Hummel, Justin J.
Shyu, Chi-Ren
Mitchem, Jonathan B.
Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title_full Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title_fullStr Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title_full_unstemmed Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title_short Immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
title_sort immunogenomic pathways associated with cytotoxic lymphocyte infiltration and survival in colorectal cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7023815/
https://www.ncbi.nlm.nih.gov/pubmed/32059711
http://dx.doi.org/10.1186/s12885-020-6513-4
work_keys_str_mv AT shenyuanyuan immunogenomicpathwaysassociatedwithcytotoxiclymphocyteinfiltrationandsurvivalincolorectalcancer
AT guanyue immunogenomicpathwaysassociatedwithcytotoxiclymphocyteinfiltrationandsurvivalincolorectalcancer
AT hummeljustinj immunogenomicpathwaysassociatedwithcytotoxiclymphocyteinfiltrationandsurvivalincolorectalcancer
AT shyuchiren immunogenomicpathwaysassociatedwithcytotoxiclymphocyteinfiltrationandsurvivalincolorectalcancer
AT mitchemjonathanb immunogenomicpathwaysassociatedwithcytotoxiclymphocyteinfiltrationandsurvivalincolorectalcancer