Handbook of Systems Biology: Concepts and Insights (Hardcover)
暫譯: 系統生物學手冊:概念與洞察(精裝版)
Marian Walhout , Marc Vidal , Job Dekker
- 出版商: Academic Press
- 出版日期: 2012-11-20
- 售價: $1,680
- 貴賓價: 9.8 折 $1,646
- 語言: 英文
- 頁數: 552
- 裝訂: Hardcover
- ISBN: 0123859441
- ISBN-13: 9780123859440
-
相關分類:
生物資訊 Bioinformatics
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商品描述
<內容簡介>
This book provides an entry point into Systems Biology for researchers in genetics, molecular biology, cell biology, microbiology and biomedical science to understand the key concepts to expanding their work. Chapters organized around broader themes of Organelles and Organisms, Systems Properties of Biological Processes, Cellular Networks, and Systems Biology and Disease discuss the development of concepts, the current applications, and the future prospects. Emphasis is placed on concepts and insights into the multi-disciplinary nature of the field as well as the importance of systems biology in human biological research. Technology, being an extremely important aspect of scientific progress overall, and in the creation of new fields in particular, is discussed in 'boxes' within each chapter to relate to appropriate topics.
Key Features
*Emphasizes the interdisciplinary nature of systems biology with contributions from leaders in a variety of disciplines
*Includes the latest research developments in human and animal models to assist with translational research
*Presents biological and computational aspects of the science side-by-side to facilitate collaboration between computational and biological researchers
Table Of Contents
SECTION I: Component of biological systems
Proteomic analysis of cellular systems
The protein-coding transcriptome
ncRNAs and their targets
SECTION II: Network properties of biological systems
Probabilistic functional networks
Protein-protein inteactome networks
Gene regulatory networks
Phenotypic profiling networks
Genetic interaction networks
Chromatin networks
Drug-target networks
Graph theory properties of cellular networks
SECTION III: Dynamic and logical propoerties of biological systems
Boolean models of cellular networks
Bayesian approaches in understanding networks
Transcriptional network logic in development
Metabolic systems reconstruction
Evolution of biological networks
Systems understanding of the cell cycle
Quantitative design principles on molecular systems
Systems biology of signaling
Single cell systems dynamics
Spatial organization of cellular systems
SECTION IV: Systems and biology
Systems understanding of yeast biology
systems understandingof c.elegans development
Biological systems in Arabidopsis
Biological rhythms in development and hemeostasis
System biology of stem cells
The brain connectome
SECTION V:MULTISCALE BIOLOGICAL SYSTEMS, HEALTH AND ECOLOGY
Systems medicine
Cancer systems biology
Infectious disease and the immune system
Network perturbations and disease states
Impact of personal genomics on systems biology
Social networks, human disease, and epidemics
商品描述(中文翻譯)
內容簡介
本書為遺傳學、分子生物學、細胞生物學、微生物學及生物醫學科學的研究人員提供了一個進入系統生物學的切入點,以理解擴展其工作的關鍵概念。章節圍繞細胞器與生物體、生命過程的系統特性、細胞網絡以及系統生物學與疾病等更廣泛的主題進行組織,討論概念的發展、當前的應用及未來的前景。重點放在對該領域多學科特性的概念和見解上,以及系統生物學在人體生物研究中的重要性。技術作為科學進步的極其重要方面,尤其是在新領域的創建中,將在每章的「框框」中討論,以便與相關主題相聯繫。
主要特點
* 強調系統生物學的跨學科特性,並由各領域的領導者提供貢獻
* 包含最新的人類和動物模型研究進展,以協助轉化研究
* 同時呈現生物學和計算方面的科學,以促進計算和生物研究人員之間的合作
目錄
第一部分:生物系統的組成
細胞系統的蛋白質組學分析
蛋白質編碼轉錄組
非編碼RNA及其目標
第二部分:生物系統的網絡特性
概率功能網絡
蛋白質-蛋白質互作網絡
基因調控網絡
表型剖析網絡
遺傳互作網絡
染色質網絡
藥物-靶標網絡
細胞網絡的圖論特性
第三部分:生物系統的動態和邏輯特性
細胞網絡的布爾模型
理解網絡的貝葉斯方法
發展中的轉錄網絡邏輯
代謝系統重建
生物網絡的演化
細胞週期的系統理解
分子系統的定量設計原則
信號的系統生物學
單細胞系統動力學
細胞系統的空間組織
第四部分:系統與生物學
酵母生物學的系統理解
秀麗隱杆線蟲(C. elegans)發展的系統理解
阿拉伯芥中的生物系統
發展與穩態中的生物節律
幹細胞的系統生物學
大腦連接組
第五部分:多尺度生物系統、健康與生態
系統醫學
癌症系統生物學
傳染病與免疫系統
網絡擾動與疾病狀態
個人基因組學對系統生物學的影響
社會網絡、人類疾病與流行病