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Autor(en) / Beteiligte
Titel
A potent new-scaffold androgen receptor antagonist discovered on the basis of a MIEC-SVM model
Ist Teil von
  • Acta pharmacologica Sinica, 2024-05, Vol.45 (9), p.1978-1991
Ort / Verlag
United States
Erscheinungsjahr
2024
Quelle
Alma/SFX Local Collection
Beschreibungen/Notizen
  • Prostate cancer (PCa) is the second most prevalent malignancy among men worldwide. The aberrant activation of androgen receptor (AR) signaling has been recognized as a crucial oncogenic driver for PCa and AR antagonists are widely used in PCa therapy. To develop novel AR antagonist, a machine-learning MIEC-SVM model was established for the virtual screening and 51 candidates were selected and submitted for bioactivity evaluation. To our surprise, a new-scaffold AR antagonist C2 with comparable bioactivity with Enz was identified at the initial round of screening. C2 showed pronounced inhibition on the transcriptional function (IC  = 0.63 μM) and nuclear translocation of AR and significant antiproliferative and antimetastatic activity on PCa cell line of LNCaP. In addition, C2 exhibited a stronger ability to block the cell cycle of LNCaP than Enz at lower dose and superior AR specificity. Our study highlights the success of MIEC-SVM in discovering AR antagonists, and compound C2 presents a promising new scaffold for the development of AR-targeted therapeutics.
Sprache
Englisch
Identifikatoren
ISSN: 1671-4083, 1745-7254
eISSN: 1745-7254
DOI: 10.1038/s41401-024-01284-x
Titel-ID: cdi_proquest_miscellaneous_3055894164
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