中国化学快报(英文版)2024,Vol.35Issue(2) :352-357.DOI:10.1016/j.cclet.2023.108948

Intelligent design and construction of novel APN-based theranostic probe driven by advanced computational methods

Yingli Zhu Jie Qian Kunqian Yu Jing Hou Yeshuo Ma Fei Chen Jie Dong Wenbin Zeng
中国化学快报(英文版)2024,Vol.35Issue(2) :352-357.DOI:10.1016/j.cclet.2023.108948

Intelligent design and construction of novel APN-based theranostic probe driven by advanced computational methods

Yingli Zhu 1Jie Qian 2Kunqian Yu 3Jing Hou 1Yeshuo Ma 4Fei Chen 1Jie Dong 1Wenbin Zeng1
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作者信息

  • 1. Xiangya School of Pharmaceutical Sciences,Central South University,Changsha 410083,China
  • 2. National Engineering Research Center of Rice and Byproduct Deep Processing,School of Food Science and Engineering,Central South University of Forestry and Technology,Changsha 410004,China
  • 3. State Key Laboratory of Drug Research,Drug Discovery and Design Center,Shanghai Institute of Materia Medica,Chinese Academy of Sciences,Shanghai 201203,China
  • 4. Department of Geriatrics,Third Xiangya Hospital,Central South University,Changsha 410013,China
  • 折叠

Abstract

Multifunctional molecules with both optical signal and pharmacological activity play an important role in drug development,disease diagnosis,and basic theoretical research.Aminopeptidase N(APN),as a representative tumor biomarker with anti-tumor potential,still lacks a high-precision theranostic probe specifically targeting it.In this study,a novel quaternity design strategy for APN theranostic probe was developed.This proposed strategy utilizes advanced machine learning and molecular dynamics simula-tions,and cleverly employs the strategy of conformation-induced fluorescence recovery to achieve multi-objective optimization and integration of functional fragments.Through this strategy,a unique"Off-On"theranostic probe,ABTP-DPTB,was ingeniously constructed to light up APN through fluorescence restora-tion,relying on conformation-induced effects and solvent restriction.Differ from the common diagnostic probes,the intelligent design with non-substrated linkage makes ABTP-DPTB for long-term in-situ imag-ing.The fabricated probe was used for detecting and inhibiting APN in various environments,with a better in vitro inhibitory than golden-standard drug bestatin.

Key words

Theranostic probe/Artificial intelligence/Conformational restriction/Fluorescence restoration/Design strategy

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基金项目

国家自然科学基金(82272067)

国家自然科学基金(81974386)

国家自然科学基金(22107123)

国家自然科学基金(22003078)

国家自然科学基金(M-0696)

Science and Technology Foundation of Hunan Province(2022JJ80052)

Science and Technology Foundation of Hunan Province(2022JJ40656)

Innovation Fund for Postgraduate Students of Central South University(2021zzts0980)

Innovation Fund for Postgraduate Students of Central South University(2023ZZTS0842)

NMR measurements by the Modern Analysis and Testing Center of CSU()

出版年

2024
中国化学快报(英文版)
中国化学会

中国化学快报(英文版)

CSTPCDCSCD
影响因子:0.771
ISSN:1001-8417
参考文献量54
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