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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
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.
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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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