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由高质量的DNA编码文库-机器学习命中物加速发现一种高度选择性的WDR5化学探针。

Discovery of an exquisitely selective WDR5 chemical probe accelerated by a high-quality DEL-ML Hit.

作者信息

Hoffmann Lasse, Lenz Christopher, Farges Frederic, Kimani Serah W, Dopfer Johannes, Keller Sabrina, Schwalm Martin Peter, Holzmann Hanna, Kraemer Andreas, Dong Aiping, Li Fengling, Chau Irene, Halabelian Levon, Gstaiger Matthias, Müller Susanne, Knapp Stefan, Němec Václav

机构信息

Institute for Pharmaceutical Chemistry, Johann Wolfgang Goethe-University Max-von-Laue-Str. 9 D-60438 Frankfurt am Main Germany

Structural Genomics Consortium, Buchmann Institute for Molecular Life Sciences, Johann Wolfgang Goethe-University Max-von-Laue-Str. 15 D-60438 Frankfurt am Main Germany.

出版信息

RSC Chem Biol. 2025 Jul 17. doi: 10.1039/d5cb00109a.

DOI:10.1039/d5cb00109a
PMID:40927425
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12415533/
Abstract

Herein we present the rapid development of LH168, a potent and highly selective chemical probe for WDR5, streamlined by utilizing a DEL-ML (DNA encoded library-machine learning) hit as the chemical starting point. LH168 was comprehensively characterized in bioassays and demonstrated potent target engagement at the WIN-site pocket of WDR5, with an EC of approximately 10 nM, a long residence time, and exceptional proteome-wide selectivity for WDR5. In addition, we present the X-ray co-crystal structure and provide insights into the structure-activity relationships (SAR). In parallel, we developed a matched negative control compound as well as an alkyne analog (compound 16) to facilitate the development of bifunctional molecules. Taken together, we provide the scientific community with a well-characterized chemical probe to enable studies and functional manipulation of WDR5 in a cellular context, as this protein represents a therapeutically relevant target with scaffolding functions that influence multiple cellular processes.

摘要

在此,我们展示了LH168的快速研发过程。LH168是一种针对WDR5的强效且高度选择性的化学探针,它以一个基于DNA编码文库-机器学习(DEL-ML)筛选得到的命中化合物作为化学起始点进行了优化。LH168在生物测定中得到了全面表征,在WDR5的WIN位点口袋处表现出强效的靶点结合能力,其半数效应浓度(EC)约为10 nM,具有较长的驻留时间,并且对WDR5在全蛋白质组范围内具有出色的选择性。此外,我们展示了X射线共晶体结构,并深入探讨了构效关系(SAR)。同时,我们开发了一种匹配的阴性对照化合物以及一种炔烃类似物(化合物16),以促进双功能分子的研发。综上所述,我们为科学界提供了一种经过充分表征的化学探针,以便在细胞环境中对WDR5进行研究和功能操纵,因为这种蛋白质代表了一个具有治疗相关性的靶点,其支架功能会影响多个细胞过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/7f0bd47c1328/d5cb00109a-s3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/35f5df95dbdf/d5cb00109a-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/9a23e9bf23d3/d5cb00109a-s1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/05cae76c889c/d5cb00109a-s2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/8cadbc905cf9/d5cb00109a-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/7ec8eba54f43/d5cb00109a-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/eca02cca0651/d5cb00109a-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/7f0bd47c1328/d5cb00109a-s3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/35f5df95dbdf/d5cb00109a-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/9a23e9bf23d3/d5cb00109a-s1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/05cae76c889c/d5cb00109a-s2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/8cadbc905cf9/d5cb00109a-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/7ec8eba54f43/d5cb00109a-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/eca02cca0651/d5cb00109a-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af55/12487965/7f0bd47c1328/d5cb00109a-s3.jpg

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