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结直肠癌中一致性聚类的免疫格局

Immunological landscape of consensus clusters in colorectal cancer.

作者信息

Karpinski Pawel, Rossowska Joanna, Sasiadek Maria Malgorzata

机构信息

Department of Genetics, Wroclaw Medical University, Wroclaw, Poland.

L. Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wroclaw, Poland.

出版信息

Oncotarget. 2017 Oct 27;8(62):105299-105311. doi: 10.18632/oncotarget.22169. eCollection 2017 Dec 1.

Abstract

Recent, large-scale expression-based subtyping has advanced our understanding of the genomic landscape of colorectal cancer (CRC) and resulted in a consensus molecular classification that enables the categorization of most CRC tumors into one of four consensus molecular subtypes (CMS). Currently, major progress in characterization of immune landscape of tumor-associated microenvironment has been made especially with respect to microsatellite status of CRCs. While these studies profoundly improved the understanding of molecular and immunological profile of CRCs heterogeneity less is known about repertoire of the tumor infiltrating immune cells of each CMS. In order to comprehensively characterize the immune landscape of CRC we re-analyzed a total of 15 CRC genome-wide expression data sets encompassing 1597 tumors and 125 normal adjacent colon tissues. After quality filtering, CRC clusters were discovered using a combination of multiple clustering algorithms and multiple validity metrics. CIBERSORT algorithm was used to compute relative proportions of 22 human leukocyte subpopulations across CRC clusters and normal colon tissue. Subsequently, differential expression specific to tumor epithelial cells was calculated to characterize mechanisms of tumor escape from immune surveillance occurring in particular CRC clusters. Our results not only characterize the common and cluster-specific influx of immune cells into CRCs but also identify several deregulated gene targets that may contribute to improvement of immunotherapeutic strategies in CRC.

摘要

近期,基于大规模表达的亚型分类研究推动了我们对结直肠癌(CRC)基因组格局的理解,并形成了一种共识分子分类方法,该方法可将大多数CRC肿瘤归类为四种共识分子亚型(CMS)之一。目前,在肿瘤相关微环境免疫格局的表征方面取得了重大进展,尤其是在CRC的微卫星状态方面。虽然这些研究极大地增进了我们对CRC分子和免疫特征异质性的理解,但对于每种CMS的肿瘤浸润免疫细胞组成却知之甚少。为了全面表征CRC的免疫格局,我们重新分析了总共15个CRC全基因组表达数据集,这些数据集涵盖了1597个肿瘤和125个正常相邻结肠组织。经过质量过滤后,使用多种聚类算法和多种有效性指标相结合的方法发现了CRC簇。使用CIBERSORT算法计算22种人类白细胞亚群在CRC簇和正常结肠组织中的相对比例。随后,计算肿瘤上皮细胞特异性的差异表达,以表征特定CRC簇中发生的肿瘤逃避免疫监视的机制。我们的结果不仅表征了免疫细胞向CRC的常见和簇特异性流入,还鉴定了几个失调的基因靶点,这些靶点可能有助于改进CRC的免疫治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/049b/5739639/a337d60287fd/oncotarget-08-105299-g001.jpg

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