A Chemometric Approach Toward Predicting the Relative Aggregation Propensity: Aβ(1-42)

被引:2
|
作者
Zbacnik, Nathaniel J. [1 ]
Henry, Charles S. [2 ]
Manning, Mark Cornell [1 ,2 ]
机构
[1] Legacy BioDesign LLC, Johnstown, CO 80534 USA
[2] Colorado State Univ, Dept Chem, Ft Collins, CO 80523 USA
关键词
chemometrics; structure-property relationships; peptide aggregation; peptide sequence; AMYLOID-BETA-PROTEIN; AROMATIC SIDE-CHAINS; SEQUENCE DETERMINANTS; MULTIVARIATE-ANALYSIS; PROMOTE AGGREGATION; ALZHEIMERS-DISEASE; A-BETA-42; PEPTIDE; REGRESSION; AMYLOIDOGENICITY; MUTAGENESIS;
D O I
10.1016/j.xphs.2019.10.014
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
A number of algorithms have been developed to predict the aggregation propensity of peptides and proteins, but virtually none have the ability to provide sequence-specific information on what physicochemical properties are most important in altering aggregation propensity. In this study, a chemometric approach using reduced amino acid properties is used to examine the aggregation behavior of a highly amyloidogenic peptide, A beta(1-42). Specific residues are identified as being critical to the aggregation process. At each of these positions, the important physicochemical properties are identified that would either accelerate or inhibit fibril formation. (C) 2020 Published by Elsevier Inc. on behalf of the American Pharmacists Association.
引用
收藏
页码:624 / 632
页数:9
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