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结肠癌和直肠癌中的集落刺激因子3信号传导:TCGA数据中的免疫反应和CMS分类

Colony-stimulating factor 3 signaling in colon and rectal cancers: Immune response and CMS classification in TCGA data.

作者信息

Saunders Apryl S, Bender Dawn E, Ray Anita L, Wu Xiangyan, Morris Katherine T

机构信息

Department of Surgery, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, United States of America.

Academy of Integrative Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.

出版信息

PLoS One. 2021 Feb 19;16(2):e0247233. doi: 10.1371/journal.pone.0247233. eCollection 2021.

Abstract

Colorectal cancer is the 2nd leading cause of cancer-related deaths in the world. The mechanisms underlying CRC development, progression, and resistance to treatment are complex and not fully understood. The immune response in the tumor microenvironment has been shown to play a significant role in many cancers, including colorectal cancer. Colony-stimulating factor 3 (CSF3) has been associated with changes to the immune environment in colorectal cancer animal models. We hypothesized that CSF3 signaling would correlate with pro-tumor tumor microenvironment changes associated with immune infiltrate and response. We utilized publicly available datasets to guide future mechanistic studies of the role CSF3 and its receptor (CSF3R) play in colorectal cancer development and progression. Here, we use bioinformatics data and mRNA from patients with colon (n = 242) or rectal (n = 92) cancers, obtained from The Cancer Genome Atlas Firehose Legacy dataset. We examined correlations of CSF3 and CSF3R expression with patient demographics, tumor stage and consensus molecular subtype classification. Gene expression correlations, cell type enrichment, Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data scores and Gene Ontology were used to analyze expression of receptor and ligand, tumor microenvironment infiltration of immune cells, and alterations in biological pathways. We found that CSF3 and CSF3R expression is highest in consensus molecular subtype 1 and consensus molecular subtype 4. Ligand and receptor expression are also correlated with changes in T cell and macrophage signatures. CSF3R significantly correlates with a large number of genes that are associated with poor colorectal cancer prognosis.

摘要

结直肠癌是全球癌症相关死亡的第二大主要原因。结直肠癌发生、发展及对治疗产生耐药性的潜在机制复杂,尚未完全明确。肿瘤微环境中的免疫反应在包括结直肠癌在内的多种癌症中发挥着重要作用。集落刺激因子3(CSF3)与结直肠癌动物模型中免疫环境的变化有关。我们推测CSF3信号传导与肿瘤微环境中与免疫浸润和反应相关的促肿瘤变化相关。我们利用公开可用的数据集来指导未来关于CSF3及其受体(CSF3R)在结直肠癌发生和发展中作用的机制研究。在此,我们使用了来自癌症基因组图谱Firehose Legacy数据集的结肠癌患者(n = 242)或直肠癌患者(n = 92)的生物信息学数据和mRNA。我们研究了CSF3和CSF3R表达与患者人口统计学、肿瘤分期和共识分子亚型分类的相关性。利用基因表达相关性、细胞类型富集、使用表达数据评分估计恶性肿瘤组织中的基质和免疫细胞以及基因本体论来分析受体和配体的表达、免疫细胞的肿瘤微环境浸润以及生物途径的改变。我们发现CSF3和CSF3R表达在共识分子亚型1和共识分子亚型4中最高。配体和受体表达也与T细胞和巨噬细胞特征的变化相关。CSF3R与大量与结直肠癌预后不良相关的基因显著相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae76/7895368/ed8b0b16ec5f/pone.0247233.g001.jpg

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