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Author:

毕梦舟 (毕梦舟.) | 张娜 (张娜.)

Abstract:

双特异性酪氨酸磷酸化调节激酶1A(Dual-Specificity Tyrosine Phosphorylation Regulated Kinase 1A,DYRK1A)被认定为重要的抗神经性退行性疾病的治疗靶点。该研究基于文献报道的117个DYRK1A杂环类抑制剂,采用遗传算法(Genetic Algorithm,GA)联合多元线性回归(Multiple Linear Regression,MLR)方法,建立了具有良好稳健性及预测能力的定量构效关系(Quantitative Structure-Activity Relationship,QSAR)模型,揭示了影响该类抑制剂活性的分子描述符...

Keyword:

DYRK1A 多元线性回归 遗传算法 定量结构-活性关系 杂环类抑制剂

Author Community:

  • [ 1 ] 北京工业大学环境与生命学部

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Source :

科技资讯

Year: 2022

Issue: 15

Volume: 20

Page: 210-213

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

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