蛋白质二级结构
圆二色性
结晶学
同步辐射
光谱学
谱线
化学
数据库
蛋白质结构
计算机科学
计算生物学
数据挖掘
模式识别(心理学)
情报检索
生物系统
物理
生物
人工智能
生物化学
光学
天文
量子力学
作者
Jonathan Lees,Andrew Miles,Frank Wien,B.A. Wallace
出处
期刊:Bioinformatics
[Oxford University Press]
日期:2006-06-20
卷期号:22 (16): 1955-1962
被引量:408
标识
DOI:10.1093/bioinformatics/btl327
摘要
Abstract Motivation: Circular Dichroism (CD) spectroscopy is a long-established technique for studying protein secondary structures in solution. Empirical analyses of CD data rely on the availability of reference datasets comprised of far-UV CD spectra of proteins whose crystal structures have been determined. This article reports on the creation of a new reference dataset which effectively covers both secondary structure and fold space, and uses the higher information content available in synchrotron radiation circular dichroism (SRCD) spectra to more accurately predict secondary structure than has been possible with existing reference datasets. It also examines the effects of wavelength range, structural redundancy and different means of categorizing secondary structures on the accuracy of the analyses. In addition, it describes a novel use of hierarchical cluster analyses to identify protein relatedness based on spectral properties alone. The databases are shown to be applicable in both conventional CD and SRCD spectroscopic analyses of proteins. Hence, by combining new bioinformatics and biophysical methods, a database has been produced that should have wide applicability as a tool for structural molecular biology. Contact: b.wallace@mail.cryst.bbk.ac.uk Supplementary information: Supplementary data are available at Bioinformatics online.
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