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Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients
BACKGROUND: KRAS gene is the most common type of mutation reported in colorectal cancer (CRC). KRAS mutation-mediated regulation of immunophenotype and immune pathways in CRC remains to be elucidated. METHODS: 535 CRC patients were used to compare the expression of immune-related genes (IRGs) and th...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789428/ https://www.ncbi.nlm.nih.gov/pubmed/33413474 http://dx.doi.org/10.1186/s12967-020-02638-9 |
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author | Liu, Jungang Huang, Xiaoliang Liu, Haizhou Wei, Chunyin Ru, Haiming Qin, Haiquan Lai, Hao Meng, Yongsheng Wu, Guo Xie, Weishun Mo, Xianwei Johnson, Caroline H. Zhang, Yawei Tang, Weizhong |
author_facet | Liu, Jungang Huang, Xiaoliang Liu, Haizhou Wei, Chunyin Ru, Haiming Qin, Haiquan Lai, Hao Meng, Yongsheng Wu, Guo Xie, Weishun Mo, Xianwei Johnson, Caroline H. Zhang, Yawei Tang, Weizhong |
author_sort | Liu, Jungang |
collection | PubMed |
description | BACKGROUND: KRAS gene is the most common type of mutation reported in colorectal cancer (CRC). KRAS mutation-mediated regulation of immunophenotype and immune pathways in CRC remains to be elucidated. METHODS: 535 CRC patients were used to compare the expression of immune-related genes (IRGs) and the abundance of tumor-infiltrating immune cells (TIICs) in the tumor microenvironment between KRAS-mutant and KRAS wild-type CRC patients. An independent dataset included 566 cases of CRC and an in-house RNA sequencing dataset were served as validation sets. An in-house dataset consisting of 335 CRC patients were used to analyze systemic immune and inflammatory state in the presence of KRAS mutation. An immue risk (Imm-R) model consist of IRG and TIICs for prognostic prediction in KRAS-mutant CRC patients was established and validated. RESULTS: NF-κB and T-cell receptor signaling pathways were significantly inhibited in KRAS-mutant CRC patients. Regulatory T cells (Tregs) was increased while macrophage M1 and activated CD4 memory T cell was decreased in KRAS-mutant CRC. Prognosis correlated with enhanced Tregs, macrophage M1 and activated CD4 memory T cell and was validated. Serum levels of hypersensitive C-reactive protein (hs-CRP), CRP, and IgM were significantly decreased in KRAS-mutant compared to KRAS wild-type CRC patients. An immune risk model composed of VGF, RLN3, CT45A1 and TIICs signature classified CRC patients with distinct clinical outcomes. CONCLUSIONS: KRAS mutation in CRC was associated with suppressed immune pathways and immune infiltration. The aberrant immune pathways and immune cells help to understand the tumor immune microenvironments in KRAS-mutant CRC patients. |
format | Online Article Text |
id | pubmed-7789428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77894282021-01-07 Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients Liu, Jungang Huang, Xiaoliang Liu, Haizhou Wei, Chunyin Ru, Haiming Qin, Haiquan Lai, Hao Meng, Yongsheng Wu, Guo Xie, Weishun Mo, Xianwei Johnson, Caroline H. Zhang, Yawei Tang, Weizhong J Transl Med Research BACKGROUND: KRAS gene is the most common type of mutation reported in colorectal cancer (CRC). KRAS mutation-mediated regulation of immunophenotype and immune pathways in CRC remains to be elucidated. METHODS: 535 CRC patients were used to compare the expression of immune-related genes (IRGs) and the abundance of tumor-infiltrating immune cells (TIICs) in the tumor microenvironment between KRAS-mutant and KRAS wild-type CRC patients. An independent dataset included 566 cases of CRC and an in-house RNA sequencing dataset were served as validation sets. An in-house dataset consisting of 335 CRC patients were used to analyze systemic immune and inflammatory state in the presence of KRAS mutation. An immue risk (Imm-R) model consist of IRG and TIICs for prognostic prediction in KRAS-mutant CRC patients was established and validated. RESULTS: NF-κB and T-cell receptor signaling pathways were significantly inhibited in KRAS-mutant CRC patients. Regulatory T cells (Tregs) was increased while macrophage M1 and activated CD4 memory T cell was decreased in KRAS-mutant CRC. Prognosis correlated with enhanced Tregs, macrophage M1 and activated CD4 memory T cell and was validated. Serum levels of hypersensitive C-reactive protein (hs-CRP), CRP, and IgM were significantly decreased in KRAS-mutant compared to KRAS wild-type CRC patients. An immune risk model composed of VGF, RLN3, CT45A1 and TIICs signature classified CRC patients with distinct clinical outcomes. CONCLUSIONS: KRAS mutation in CRC was associated with suppressed immune pathways and immune infiltration. The aberrant immune pathways and immune cells help to understand the tumor immune microenvironments in KRAS-mutant CRC patients. BioMed Central 2021-01-07 /pmc/articles/PMC7789428/ /pubmed/33413474 http://dx.doi.org/10.1186/s12967-020-02638-9 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data. |
spellingShingle | Research Liu, Jungang Huang, Xiaoliang Liu, Haizhou Wei, Chunyin Ru, Haiming Qin, Haiquan Lai, Hao Meng, Yongsheng Wu, Guo Xie, Weishun Mo, Xianwei Johnson, Caroline H. Zhang, Yawei Tang, Weizhong Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title | Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title_full | Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title_fullStr | Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title_full_unstemmed | Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title_short | Immune landscape and prognostic immune-related genes in KRAS-mutant colorectal cancer patients |
title_sort | immune landscape and prognostic immune-related genes in kras-mutant colorectal cancer patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789428/ https://www.ncbi.nlm.nih.gov/pubmed/33413474 http://dx.doi.org/10.1186/s12967-020-02638-9 |
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