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KM-express:一种集成的在线患者生存和基因表达分析工具,用于鉴定和功能表征乳腺癌和前列腺癌中的预后标志物。

KM-express: an integrated online patient survival and gene expression analysis tool for the identification and functional characterization of prognostic markers in breast and prostate cancers.

机构信息

Guangdong Key Laboratory of IoT Information Technology, School of Automation, Guangdong University of Technology, No. 100 Waihuan Xi Road, Guangzhou Higher Education Mega Center, Panyu District, Guangzhou 510006, PR China.

Faculty of Health Sciences (E12), University of Macau, Avenida da Universidade, Room 4045, Taipa, Macau, China.

出版信息

Database (Oxford). 2018 Jan 1;2018. doi: 10.1093/database/bay069.

Abstract

The identification and functional characterization of novel biomarkers in cancer requires survival analysis and gene expression analysis of both patient samples and cell line models. To help facilitate this process, we have developed KM-Express. KM-Express holds an extensive manually curated transcriptomic profile of 45 different datasets for prostate and breast cancer with phenotype and pathoclinical information, spanning from clinical samples to cell lines. KM-Express also contains The Cancer Genome Atlas datasets for 30 other cancer types with matching cell line expression data for 23 of them. We present KM-Express as a hypothesis generation tool for researchers to identify potential new prognostic RNA biomarkers as well as targets for further downstream functional cell-based studies. Specifically, KM-Express allows users to compare the expression level of genes in different groups of patients based on molecular, genetic, clinical and pathological status. Moreover, KM-Express aids the design of biological experiments based on the expression profile of the genes in different cell lines. Thus, KM-Express provides a one-stop analysis from bench work to clinical prospects. We have used this tool to successfully evaluate the prognostic potential of previously published biomarkers for prostate cancer and breast cancer. We believe KM-Express will accelerate the translation of biomedical research from bench to bed.Database URL: http://ec2-52-201-246-161.compute-1.amazonaws.com/kmexpress/index.php.

摘要

新型癌症生物标志物的鉴定和功能表征需要对患者样本和细胞系模型进行生存分析和基因表达分析。为了帮助实现这一过程,我们开发了 KM-Express。KM-Express 拥有 45 个前列腺癌和乳腺癌数据集的广泛手动整理转录组谱,涵盖了从临床样本到细胞系的表型和病理临床信息。KM-Express 还包含 30 种其他癌症类型的癌症基因组图谱数据集,其中 23 种具有匹配的细胞系表达数据。我们将 KM-Express 作为研究人员识别潜在新预后 RNA 生物标志物以及进一步进行下游功能细胞研究的目标的假设生成工具。具体来说,KM-Express 允许用户根据分子、遗传、临床和病理状态,比较不同患者组中基因的表达水平。此外,KM-Express 有助于根据不同细胞系中基因的表达谱设计生物学实验。因此,KM-Express 提供了从基础工作到临床前景的一站式分析。我们已经使用此工具成功评估了前列腺癌和乳腺癌中先前发表的生物标志物的预后潜力。我们相信,KM-Express 将加速从基础研究到临床应用的转化。数据库 URL:http://ec2-52-201-246-161.compute-1.amazonaws.com/kmexpress/index.php。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb90/6041744/faa76ff81270/bay069f1.jpg

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