Background: Colon adenocarcinoma (COAD) can be divided into left-sided and right-sided COAD (LCCs and RCCs, respectively). They have unique characteristics in various biological aspects, particularly immune invasion and prognosis. The purpose of our study was to develop a prognostic risk scoring model (PRSM) based on differentially expressed immune-related genes (IRGs) between LCCs and RCCs, therefore the prognostic key IRGs could be identified.
Methods: The gene sets and clinical information of COAD patients were derived from TCGA and GEO databases. The comparison of differentially expressed genes (DEGs) of LCCs and RCCs were conducted with appliance of "Limma" analysis. The establishment about co-expression modules of DEGs related with immune score was conducted by weighted gene co-expression network analysis (WGCNA). Furthermore, we screened the module genes and completed construction of gene pairs. The analysis of the prognosis and the establishment of PRSM were performed with univariate- and lasso-Cox regression. We employed the PRSM in the model group and verification group for the purpose of risk group assignment and PRSM accuracy verification. Finally, the identification of the prognostic key IRGs was guaranteed by the adoption of functional enrichment, "DisNor" and protein-protein interaction (PPI).
Results: A total of 215 genes were screened out by differential expression analysis and WGCNA. A PRSM with 16 immune-related gene pairs (IRGPs) was established upon the genes pairing. Furthermore, we confirmed that the risk score was an independent factor for survival by univariate- and multivariate-Cox regression. The prognosis of high-risk group in model group (P < 0.001) and validation group (P = 0.014) was significantly worse than that in low-risk group. Treg cells (P < 0.001) and macrophage M0 (P = 0.015) were highly expressed in the high-risk group. The functional analysis indicated that there was significant up-regulation with regard of lymphocyte and cytokine related terms in low-risk group. Finally, we identified five prognostic key IRGs associated with better prognosis through PPI and prognostic analysis, including IL2RB, TRIM22, CIITA, CXCL13, and CXCR6.
Conclusion: Through the analysis and screening of the DEGs between LCCs and RCCs, we constructed a PRSM which could predicate prognosis of LCCs and RCCs, and five prognostic key IRGs were identified as well. Therefore, the basis for identifying the benefits of immunotherapy and immunomodulatory was built.
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http://dx.doi.org/10.3389/fonc.2021.640196 | DOI Listing |
Zhonghua Wei Chang Wai Ke Za Zhi
June 2024
Division of Colorectal Surgery, Department of General Surgery, Peking Union Medical College Hospital, Beijing 100730, China.
To analyze the differences in clinicopathological features of colon cancers and survival between patients with right- versus left-sided colon cancers. This was a retrospective cohort study. Information on patients with colon cancer from January 2016 to August 2020 was collected from the prospective registry database at Peking Union Medical College Hospital .
View Article and Find Full Text PDFSurg Today
October 2024
Department of Surgery, Kitasato University Kitasato Institute Hospital, Shirokane 5-9-1, Minato-Ku, Tokyo, 108-8642, Japan.
Purpose: This study investigated the impact of sidedness of colorectal cancer (CRC) in elderly patients on the prognosis.
Methods: In a sub-analysis of a multicenter case-control study of CRC patients who underwent surgery at ≥ 80 years old conducted in Japan between 2003 and 2007, both short- and long-term outcomes were compared between right-sided colon cancers (RCCs) and left-sided colorectal cancers (LCCs). RCCs were defined as those located from the cecum to the transverse colon.
J Gastrointest Oncol
April 2023
Department of Hepatobiliary Surgery, Affiliated Zhongshan Hospital of Dalian University, Dalian, China.
Background: Right-sided colon cancers (R-CCs) are associated with worse outcomes compared to left-sided colon cancers (L-CCs). This study aimed to investigate whether a difference in survival existed among R-CC, L-CC, and rectal cancer (ReC) and subsequent liver metastasis.
Methods: Data from the Surveillance, Epidemiology, and End Results (SEER) database for 2010-2015 was used to identify colorectal cancer (CRC) patients who underwent surgical resection of primary disease.
Front Immunol
April 2022
Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin, China.
Background: This study aimed to establish a novel quantification system of ferroptosis patterns and comprehensively analyze the relationship between ferroptosis score (FS) and the immune cell infiltration (ICI) characterization, tumor mutation burden (TMB), prognosis, and therapeutic sensitivity in left-sided and right-sided colon cancers (LCCs and RCCs, respectively).
Methods: We comprehensively evaluated the ferroptosis patterns in 444 LCCs and RCCs based on 59 ferroptosis-related genes (FRGs). The FS was constructed to quantify ferroptosis patterns by using principal component analysis algorithms.
Cancer Immunol Immunother
June 2022
Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin, 150086, People's Republic of China.
Background: The left-sided and right-sided colon cancer (LCCs and RCCs, respectively) have unique molecular features and clinical heterogeneity. This study aimed to identify the characteristics of immune cell infiltration (ICI) subtypes for evaluating prognosis and therapeutic benefits.
Methods: The independent gene datasets, corresponding somatic mutation and clinical information were collected from The Cancer Genome Atlas and Gene Expression Omnibus.
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