Cargando…
Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients
OBJECTIVE: To accurately screen potential immune cells that can predict the survival of colorectal cancer (CRC) patients and identify related prognostic predictors. METHODS: The sample data of CRC patients were downloaded from the GEO database as a training set to establish a prognosis-scoring model...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976376/ https://www.ncbi.nlm.nih.gov/pubmed/36859111 http://dx.doi.org/10.1186/s12885-023-10667-y |
_version_ | 1784899055556493312 |
---|---|
author | Deng, Shuangshuang Zhu, Qiping Chen, Hongyan Xiao, Tianyu Zhu, Yinshen Gao, Jinli Li, Qing Gao, Yong |
author_facet | Deng, Shuangshuang Zhu, Qiping Chen, Hongyan Xiao, Tianyu Zhu, Yinshen Gao, Jinli Li, Qing Gao, Yong |
author_sort | Deng, Shuangshuang |
collection | PubMed |
description | OBJECTIVE: To accurately screen potential immune cells that can predict the survival of colorectal cancer (CRC) patients and identify related prognostic predictors. METHODS: The sample data of CRC patients were downloaded from the GEO database as a training set to establish a prognosis-scoring model and screen prognosis-related immune cells. The sample data of CRC patients from the TCGA database were used as the validation set. Simultaneously, cancer tissue samples from 116 patients with CRC diagnosed pathologically in Shanghai Dongfang Hospital were collected to analyze the relationship of prognosis-related immune cells with patients’ survival, and clinical and pathological parameters, and to screen prognostic predictors. RESULTS: Prognosis-related immune cells screened from GEO and TCGA databases mainly included Follicular Helper T cells (Tfh), Monocytes and M2 Macrophages. In the training set, the 2,000- and 4,000-day survival rates were 48.3% and 10.7% in the low-risk group (N = 234), and 42.1% and 7.5% in the high-risk group (N = 214), respectively. In the validation set, the 2,000- and 4,000-day survival rates were 34.8% and 8.6% in the low-risk group (N = 187), and 28.9% and 6.1% in the high-risk group (N = 246), respectively. The prognosis of patients in the high-risk group was worse than that in the low-risk group (P < 0.05). Furthermore, the screened primary prognostic predictors were CD163 and CD4 + CXCR5. CD163 protein expression was distributed in Monocytes and M2 Macrophages. The 1,000- and 2,000-day survival rates were 56.1% and 7.0% in the CD163 low-expression group, and 40.7% and 1.7% in the high-expression group (N = 214), respectively, showing a worse prognosis in the high-expression group than that in the low-expression group. Meanwhile, the immune marker CD4 + CXCR5 could identify Tfh. The 1,000- and 2,000-day survival rates were 63.9% and 5.6% in the CD4 + CXCR5 high-expression group, and 33.3% and 2.8% in the low-expression group (N = 214), respectively, with a better prognosis in the high-expression group than that in the low-expression group. CONCLUSION: Prognostic-related immune cells of CRC mainly include Tfh cells, Monocytes and M2 Macrophages. Monocytes and M2 Macrophages correlate negatively, while Tfh cells correlate positively with the prognosis of CRC patients. Immune markers CD163 and CD4 + CXCR5 can be considered as the prognostic predictors of CRC with clinical value of the application. |
format | Online Article Text |
id | pubmed-9976376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99763762023-03-02 Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients Deng, Shuangshuang Zhu, Qiping Chen, Hongyan Xiao, Tianyu Zhu, Yinshen Gao, Jinli Li, Qing Gao, Yong BMC Cancer Research OBJECTIVE: To accurately screen potential immune cells that can predict the survival of colorectal cancer (CRC) patients and identify related prognostic predictors. METHODS: The sample data of CRC patients were downloaded from the GEO database as a training set to establish a prognosis-scoring model and screen prognosis-related immune cells. The sample data of CRC patients from the TCGA database were used as the validation set. Simultaneously, cancer tissue samples from 116 patients with CRC diagnosed pathologically in Shanghai Dongfang Hospital were collected to analyze the relationship of prognosis-related immune cells with patients’ survival, and clinical and pathological parameters, and to screen prognostic predictors. RESULTS: Prognosis-related immune cells screened from GEO and TCGA databases mainly included Follicular Helper T cells (Tfh), Monocytes and M2 Macrophages. In the training set, the 2,000- and 4,000-day survival rates were 48.3% and 10.7% in the low-risk group (N = 234), and 42.1% and 7.5% in the high-risk group (N = 214), respectively. In the validation set, the 2,000- and 4,000-day survival rates were 34.8% and 8.6% in the low-risk group (N = 187), and 28.9% and 6.1% in the high-risk group (N = 246), respectively. The prognosis of patients in the high-risk group was worse than that in the low-risk group (P < 0.05). Furthermore, the screened primary prognostic predictors were CD163 and CD4 + CXCR5. CD163 protein expression was distributed in Monocytes and M2 Macrophages. The 1,000- and 2,000-day survival rates were 56.1% and 7.0% in the CD163 low-expression group, and 40.7% and 1.7% in the high-expression group (N = 214), respectively, showing a worse prognosis in the high-expression group than that in the low-expression group. Meanwhile, the immune marker CD4 + CXCR5 could identify Tfh. The 1,000- and 2,000-day survival rates were 63.9% and 5.6% in the CD4 + CXCR5 high-expression group, and 33.3% and 2.8% in the low-expression group (N = 214), respectively, with a better prognosis in the high-expression group than that in the low-expression group. CONCLUSION: Prognostic-related immune cells of CRC mainly include Tfh cells, Monocytes and M2 Macrophages. Monocytes and M2 Macrophages correlate negatively, while Tfh cells correlate positively with the prognosis of CRC patients. Immune markers CD163 and CD4 + CXCR5 can be considered as the prognostic predictors of CRC with clinical value of the application. BioMed Central 2023-03-01 /pmc/articles/PMC9976376/ /pubmed/36859111 http://dx.doi.org/10.1186/s12885-023-10667-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Deng, Shuangshuang Zhu, Qiping Chen, Hongyan Xiao, Tianyu Zhu, Yinshen Gao, Jinli Li, Qing Gao, Yong Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title | Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title_full | Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title_fullStr | Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title_full_unstemmed | Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title_short | Screening of prognosis-related Immune cells and prognostic predictors in Colorectal Cancer Patients |
title_sort | screening of prognosis-related immune cells and prognostic predictors in colorectal cancer patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9976376/ https://www.ncbi.nlm.nih.gov/pubmed/36859111 http://dx.doi.org/10.1186/s12885-023-10667-y |
work_keys_str_mv | AT dengshuangshuang screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT zhuqiping screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT chenhongyan screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT xiaotianyu screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT zhuyinshen screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT gaojinli screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT liqing screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients AT gaoyong screeningofprognosisrelatedimmunecellsandprognosticpredictorsincolorectalcancerpatients |