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一项蛋白质组学分析揭示了9种与结肠癌患者细胞信号改变相关的上调蛋白。

A Proteomics Analysis Reveals 9 Up-Regulated Proteins Associated with Altered Cell Signaling in Colon Cancer Patients.

作者信息

Kit Oleg I, Vodolazhsky Dmitry I, Kutilin Denis S, Enin Yaroslav S, Gevorkyan Yury A, Zolotukhin Peter V, Boumber Yanis, Kharin Leonid V, Panina Svetlana B

机构信息

Rostov Research Institute of Oncology, 63, 14th Liniya, Rostov-on-Don, Russia, 344019.

Biomedical Innovations LLC, Rostov-on-Don, Russia.

出版信息

Protein J. 2017 Dec;36(6):513-522. doi: 10.1007/s10930-017-9746-6.

Abstract

Colorectal cancer is the second most common cancer in women and third most common cancer in men. Cell signaling alterations in colon cancer, especially in aggressive metastatic tumors, require further investigations. The present study aims to compare the expression pattern of proteins associated with cell signaling in paired tumor and non-tumor samples of patients with colon cancer, as well as to define the cluster of proteins to differentiate patients with non-metastatic (Dukes' grade B) and metastatic (Dukes' grade C&D) colon cancer. Frozen tumor and non-tumor samples were collected after tumor resection from 19 patients with colon cancer. The Panorama™ Antibody Microarray-Cell Signaling kits were used for the analyses. The expression ratios of paired tumor/non-tumor samples were calculated for the each protein. We employed R packages 'samr', 'gplots', 'supclust' (pelora, wilma algorithms), 'glmnet' for the differential expression analysis, supervised clustering and penalized logistic regression. Significance analysis of microarrays revealed 9 significantly up-regulated proteins, including protein kinase C gamma, c-Myc, MDM2, pan cytokeratin, and 1 significantly down-regulated protein (GAP1) in tumoral mucosa. Pan-cytokeratin and APP were up-regulated in tumor versus non-tumor tissue, and were selected in the predictive cluster to discriminate colon cancer type. Higher levels of S-100b and phospho-Tau-pSer199/202 were confirmed as the predictors of non-metastatic colon cancer by all employed regression/clustering methods. Deregulated proteins in colon cancer are involved in oncogenic signal transduction, cell cycle control, and regulation of cytoskeleton/transport. Further studies are needed to validate potential protein markers of colon cancer development and metastatic progression.

摘要

结直肠癌是女性中第二常见的癌症,男性中第三常见的癌症。结肠癌中的细胞信号改变,尤其是侵袭性转移性肿瘤中的细胞信号改变,需要进一步研究。本研究旨在比较结肠癌患者配对的肿瘤和非肿瘤样本中与细胞信号相关的蛋白质表达模式,并确定能够区分非转移性(杜克B期)和转移性(杜克C期和D期)结肠癌患者的蛋白质簇。在19例结肠癌患者肿瘤切除后收集冷冻的肿瘤和非肿瘤样本。使用全景™抗体微阵列-细胞信号试剂盒进行分析。计算每种蛋白质的配对肿瘤/非肿瘤样本的表达比率。我们使用R包“samr”、“gplots”、“supclust”(pelora、wilma算法)、“glmnet”进行差异表达分析、监督聚类和惩罚逻辑回归。微阵列的显著性分析显示,肿瘤黏膜中有9种显著上调的蛋白质,包括蛋白激酶Cγ、c-Myc、MDM2、泛细胞角蛋白,以及1种显著下调的蛋白质(GAP1)。泛细胞角蛋白和APP在肿瘤组织与非肿瘤组织中上调,并被选入预测簇以区分结肠癌类型。通过所有采用的回归/聚类方法,证实较高水平的S-100b和磷酸化Tau-pSer199/202是非转移性结肠癌的预测指标。结肠癌中失调的蛋白质参与致癌信号转导、细胞周期控制以及细胞骨架/运输的调节。需要进一步研究来验证结肠癌发生和转移进展的潜在蛋白质标志物。

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