High-throughput identification of repurposable neuroactive drugs with potent anti-glioblastoma activity.
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BORIS DOI
Publisher DOI
PubMed ID
39304781
Description
Glioblastoma, the most aggressive primary brain cancer, has a dismal prognosis, yet systemic treatment is limited to DNA-alkylating chemotherapies. New therapeutic strategies may emerge from exploring neurodevelopmental and neurophysiological vulnerabilities of glioblastoma. To this end, we systematically screened repurposable neuroactive drugs in glioblastoma patient surgery material using a clinically concordant and single-cell resolved platform. Profiling more than 2,500 ex vivo drug responses across 27 patients and 132 drugs identified class-diverse neuroactive drugs with potent anti-glioblastoma efficacy that were validated across model systems. Interpretable molecular machine learning of drug-target networks revealed neuroactive convergence on AP-1/BTG-driven glioblastoma suppression, enabling expanded in silico screening of more than 1 million compounds with high patient validation accuracy. Deep multimodal profiling confirmed Ca-driven AP-1/BTG-pathway induction as a neuro-oncological glioblastoma vulnerability, epitomized by the anti-depressant vortioxetine synergizing with current standard-of-care chemotherapies in vivo. These findings establish an actionable framework for glioblastoma treatment rooted in its neural etiology.
Date of Publication
2024-11
Publication Type
Article
Subject(s)
600 - Technology::610 - Medicine & health
Language(s)
en
Contributor(s)
Lee, Sohyon | |
Weiss, Tobias | |
Mena, Julien | |
Lottenbach, Zuzanna | |
Wegmann, Rebekka | |
Sun, Miaomiao | |
Bihl, Michel | |
Goetze, Sandra | |
van Drogen, Audrey | |
Pedrioli, Patrick G A | |
Penton, David | |
Festl, Yasmin | |
Buck, Alicia | |
Kirschenbaum, Daniel | |
Zeitlberger, Anna M | |
Neidert, Marian C | |
Vasella, Flavio | |
Rushing, Elisabeth J | |
Wollscheid, Bernd | |
Weller, Michael | |
Snijder, Berend |
Additional Credits
Institute of Biochemistry and Molecular Medicine (IBMM)
Clinic of Nephrology and Hypertension
Emeriti, Faculty of Medicine
Series
Nature Medicine
Publisher
Nature Research
ISSN
1078-8956
Access(Rights)
open.access