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利用新兴技术发现新型癌症生物标志物的策略。

Strategies for discovering novel cancer biomarkers through utilization of emerging technologies.

作者信息

Kulasingam Vathany, Diamandis Eleftherios P

机构信息

Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON, Canada.

出版信息

Nat Clin Pract Oncol. 2008 Oct;5(10):588-99. doi: 10.1038/ncponc1187. Epub 2008 Aug 12.

Abstract

The introduction of technologies such as mass spectrometry and protein and DNA arrays, combined with our understanding of the human genome, has enabled simultaneous examination of thousands of proteins and genes in single experiments, which has led to renewed interest in discovering novel biomarkers for cancer. The modern technologies are capable of performing parallel analyses as opposed to the serial analyses conducted with older methods, and they therefore provide opportunities to identify distinguishing patterns (signatures or portraits) for cancer diagnosis and classification as well as to predict response to therapies. Furthermore, these technologies provide the means by which new, single tumor markers could be discovered through use of reasonable hypotheses and novel analytical strategies. Despite the current optimism, a number of important limitations to the discovery of novel single tumor markers have been identified, including study design bias, and artefacts related to the collection and storage of samples. Despite the fact that new technologies and strategies often fail to identify well-established cancer biomarkers and show a bias toward the identification of high-abundance molecules, these technological advances have the capacity to revolutionize biomarker discovery. It is now necessary to focus on careful validation studies in order to identify the strategies and biomarkers that work and bring them to the clinic as early as possible.

摘要

质谱分析、蛋白质和DNA阵列等技术的引入,再加上我们对人类基因组的了解,使得在单个实验中能够同时检测数千种蛋白质和基因,这重新激发了人们发现癌症新生物标志物的兴趣。与传统方法进行的串行分析不同,现代技术能够进行并行分析,因此为识别用于癌症诊断和分类的独特模式(特征或图谱)以及预测对治疗的反应提供了机会。此外,这些技术提供了通过合理假设和新颖分析策略发现新的单一肿瘤标志物的方法。尽管目前人们持乐观态度,但已发现了发现新型单一肿瘤标志物的一些重要局限性,包括研究设计偏差以及与样本采集和存储相关的假象。尽管新技术和策略往往无法识别已确立的癌症生物标志物,且倾向于识别高丰度分子,但这些技术进步有能力彻底改变生物标志物的发现。现在有必要专注于仔细的验证研究,以确定有效的策略和生物标志物,并尽早将其应用于临床。

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