Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer

While biomarkers have been shown to enhance the prognosis of patients with colorectal cancer (CRC) compared to conventional treatments, there is a pressing need to discover novel biomarkers that can assist in assessing the prognostic impact of immunotherapy and in formulating individualized treatmen...

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Main Authors: Yingting Liu, Junjun Chen, An Li, Yue Wu, Junwei Ge, Maoling Yuan, Bin Xu, Xiao Zheng, Lujun Chen, Jingting Jiang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Immunology
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Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2024.1430136/full
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author Yingting Liu
Yingting Liu
Yingting Liu
Junjun Chen
Junjun Chen
Junjun Chen
An Li
An Li
An Li
Yue Wu
Yue Wu
Yue Wu
Junwei Ge
Junwei Ge
Junwei Ge
Maoling Yuan
Maoling Yuan
Maoling Yuan
Bin Xu
Bin Xu
Bin Xu
Xiao Zheng
Xiao Zheng
Xiao Zheng
Lujun Chen
Lujun Chen
Lujun Chen
Jingting Jiang
Jingting Jiang
Jingting Jiang
author_facet Yingting Liu
Yingting Liu
Yingting Liu
Junjun Chen
Junjun Chen
Junjun Chen
An Li
An Li
An Li
Yue Wu
Yue Wu
Yue Wu
Junwei Ge
Junwei Ge
Junwei Ge
Maoling Yuan
Maoling Yuan
Maoling Yuan
Bin Xu
Bin Xu
Bin Xu
Xiao Zheng
Xiao Zheng
Xiao Zheng
Lujun Chen
Lujun Chen
Lujun Chen
Jingting Jiang
Jingting Jiang
Jingting Jiang
author_sort Yingting Liu
collection DOAJ
description While biomarkers have been shown to enhance the prognosis of patients with colorectal cancer (CRC) compared to conventional treatments, there is a pressing need to discover novel biomarkers that can assist in assessing the prognostic impact of immunotherapy and in formulating individualized treatment plans. The RUNX family, consisting of RUNX1, RUNX2, and RUNX3, has been recognized as crucial regulators in developmental processes, with dysregulation of these genes also being implicated in tumorigenesis and cancer progression. In our present study, we demonstrated a crucial regulatory role of RUNX in CD8+T and CD103+CD8+T cell-mediated anti-tumor response within the tumor microenvironment (TME) of human CRC. Specifically, RUNXs were significantly differentially expressed between tumor and normal tissues in CRC. Patients with a greater proportion of infiltrating CD8+RUNX1+, CD103+CD8+RUNX1+, CD8+RUNX2+, CD103+CD8+RUNX2+, CD8+RUNX3+, or CD103+CD8+RUNX3+ T cells demonstrated improved outcomes compared to those with lower proportions. Additionally, the proportions of infiltrating CD8+RUNX1+T and CD8+RUNX3+T cells may serve as valuable prognostic predictors for CRC patients, independent of other clinicopathological factors. Moreover, further bioinformatic analysis conducted utilizing the TISIDB and TIMER platforms demonstrated significant associations between the members of the RUNX family and immune-infiltrating cells, specifically diverse subpopulations of CD8+TILs. Our study of human colorectal cancer tissue microarray (TMA) also revealed positive and statistically significant correlations between the expressions of RUNX1, RUNX2, and RUNX3 in both CD8+T cells and CD103+CD8+T cells. Our study comprehensively revealed the varied expressions and prognostic importance of the RUNX family in human colorectal cancer tissues. It underscored their potential as vital biomarkers for prognostic evaluation in colorectal cancer patients and as promising targets for immunotherapy in treating this disease.
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spelling doaj-art-7812dd1357464d1a8dc1bfd3cf9567b12025-01-16T09:35:40ZengFrontiers Media S.A.Frontiers in Immunology1664-32242024-12-011510.3389/fimmu.2024.14301361430136Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancerYingting Liu0Yingting Liu1Yingting Liu2Junjun Chen3Junjun Chen4Junjun Chen5An Li6An Li7An Li8Yue Wu9Yue Wu10Yue Wu11Junwei Ge12Junwei Ge13Junwei Ge14Maoling Yuan15Maoling Yuan16Maoling Yuan17Bin Xu18Bin Xu19Bin Xu20Xiao Zheng21Xiao Zheng22Xiao Zheng23Lujun Chen24Lujun Chen25Lujun Chen26Jingting Jiang27Jingting Jiang28Jingting Jiang29Department of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaDepartment of Tumor Biological Treatment, The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, ChinaJiangsu Engineering Research Center for Tumor Immunotherapy, Changzhou, Jiangsu, ChinaInstitute of Cell Therapy, Soochow University, Changzhou, Jiangsu, ChinaWhile biomarkers have been shown to enhance the prognosis of patients with colorectal cancer (CRC) compared to conventional treatments, there is a pressing need to discover novel biomarkers that can assist in assessing the prognostic impact of immunotherapy and in formulating individualized treatment plans. The RUNX family, consisting of RUNX1, RUNX2, and RUNX3, has been recognized as crucial regulators in developmental processes, with dysregulation of these genes also being implicated in tumorigenesis and cancer progression. In our present study, we demonstrated a crucial regulatory role of RUNX in CD8+T and CD103+CD8+T cell-mediated anti-tumor response within the tumor microenvironment (TME) of human CRC. Specifically, RUNXs were significantly differentially expressed between tumor and normal tissues in CRC. Patients with a greater proportion of infiltrating CD8+RUNX1+, CD103+CD8+RUNX1+, CD8+RUNX2+, CD103+CD8+RUNX2+, CD8+RUNX3+, or CD103+CD8+RUNX3+ T cells demonstrated improved outcomes compared to those with lower proportions. Additionally, the proportions of infiltrating CD8+RUNX1+T and CD8+RUNX3+T cells may serve as valuable prognostic predictors for CRC patients, independent of other clinicopathological factors. Moreover, further bioinformatic analysis conducted utilizing the TISIDB and TIMER platforms demonstrated significant associations between the members of the RUNX family and immune-infiltrating cells, specifically diverse subpopulations of CD8+TILs. Our study of human colorectal cancer tissue microarray (TMA) also revealed positive and statistically significant correlations between the expressions of RUNX1, RUNX2, and RUNX3 in both CD8+T cells and CD103+CD8+T cells. Our study comprehensively revealed the varied expressions and prognostic importance of the RUNX family in human colorectal cancer tissues. It underscored their potential as vital biomarkers for prognostic evaluation in colorectal cancer patients and as promising targets for immunotherapy in treating this disease.https://www.frontiersin.org/articles/10.3389/fimmu.2024.1430136/fullRUNXtumor-infiltrating CD8+T cellsmulti-color immunohistochemical stainingcolorectal cancerprognosis
spellingShingle Yingting Liu
Yingting Liu
Yingting Liu
Junjun Chen
Junjun Chen
Junjun Chen
An Li
An Li
An Li
Yue Wu
Yue Wu
Yue Wu
Junwei Ge
Junwei Ge
Junwei Ge
Maoling Yuan
Maoling Yuan
Maoling Yuan
Bin Xu
Bin Xu
Bin Xu
Xiao Zheng
Xiao Zheng
Xiao Zheng
Lujun Chen
Lujun Chen
Lujun Chen
Jingting Jiang
Jingting Jiang
Jingting Jiang
Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
Frontiers in Immunology
RUNX
tumor-infiltrating CD8+T cells
multi-color immunohistochemical staining
colorectal cancer
prognosis
title Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
title_full Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
title_fullStr Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
title_full_unstemmed Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
title_short Novel biomarkers: the RUNX family as prognostic predictors in colorectal cancer
title_sort novel biomarkers the runx family as prognostic predictors in colorectal cancer
topic RUNX
tumor-infiltrating CD8+T cells
multi-color immunohistochemical staining
colorectal cancer
prognosis
url https://www.frontiersin.org/articles/10.3389/fimmu.2024.1430136/full
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