Protein Interaction Networks: Computational Analysis (Hardcover)
暫譯: 蛋白質互動網絡:計算分析 (精裝版)

Aidong Zhang

  • 出版商: Cambridge
  • 出版日期: 2009-04-06
  • 售價: $3,620
  • 貴賓價: 9.5$3,439
  • 語言: 英文
  • 頁數: 292
  • 裝訂: Hardcover
  • ISBN: 0521888956
  • ISBN-13: 9780521888950
  • 海外代購書籍(需單獨結帳)

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商品描述

The analysis of protein-protein interactions is fundamental to the understanding of cellular organization, processes, and functions. Recent large-scale investigations of protein-protein interactions using such techniques as two-hybrid systems, mass spectrometry, and protein microarrays have enriched the available protein interaction data and facilitated the construction of integrated protein-protein interaction networks. The resulting large volume of protein-protein interaction data has posed a challenge to experimental investigation. This book provides a comprehensive understanding of the computational methods available for the analysis of protein-protein interaction networks. It offers an in-depth survey of a range of approaches, including statistical, topological, data-mining, and ontology-based methods. The author discusses the fundamental principles underlying each of these approaches and their respective benefits and drawbacks, and she offers suggestions for future research.

商品描述(中文翻譯)

蛋白質-蛋白質相互作用的分析對於理解細胞的組織、過程和功能至關重要。最近,利用雙雜交系統、質譜分析和蛋白質微陣列等技術進行的大規模蛋白質-蛋白質相互作用調查,豐富了可用的蛋白質相互作用數據,並促進了整合蛋白質-蛋白質相互作用網絡的構建。隨之而來的大量蛋白質-蛋白質相互作用數據對實驗調查提出了挑戰。本書提供了對可用於分析蛋白質-蛋白質相互作用網絡的計算方法的全面理解。它深入調查了一系列方法,包括統計方法、拓撲方法、數據挖掘和本體論基礎的方法。作者討論了這些方法背後的基本原則及其各自的優缺點,並對未來的研究提出建議。