High-Throughput Targeted Drug Screening for NF1-associated High-Grade Gliomas with ATRX Deficiency
Dubey, S.; Rai, S.; Guillen, F.; Iyer, A.; Aung, S.; Yuan, M.; Eberhart, C. G.; Rodriguez, F. J.
Show abstract
Neurofibromatosis type 1 (NF1)-associated high-grade gliomas (HGGs) harboring ATRX mutations exhibit an aggressive clinical phenotype, driven by heightened genomic instability and metabolic reprogramming. Existing therapies, including chemotherapy and radiotherapy, are limited by resistance mechanisms and formation of secondary malignancy, underscoring the need for novel therapeutic strategies. Here, we report the results of a high-throughput screening of 10,000 small molecules aimed at identifying compounds selectively targeting vulnerabilities associated with concurrent ATRX and NF1 loss. Among the screened compounds, K784-6195 (ChemDiv ID) emerged as a promising candidate, exhibiting marked selective cytotoxicity in NF1-associated glioma cell lines with ATRX deficiency (IC50 = 4.84 {micro}M). In comparison, wild-type ATRX sporadic glioma cell lines (U251) exhibited significantly reduced sensitivity to K784-6195 (IC50 = 37.03 {micro}M). However, ATRX knockout U251 glioma cells recapitulating concurrent ATRX and NF1 loss exhibited heightened susceptibility to K784-6195 (IC50 = 20-23 {micro}M) compared to their wild-type counterpart. Metabolomic analysis revealed that K784-6195 treatment impairs metabolic pathways, including the pentose phosphate pathway, glutamine metabolism, and redox homeostasis, leading to oxidative stress and impaired cell survival. These findings highlight K784-6195 as a promising candidate for therapeutic development, offering a targeted approach for the treatment of NF-1 associated HGGs with ATRX deficiency.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Advancing Clinical Response Against Glioblastoma: Evaluating SHP1705 CRY2 Activator Efficacy in Preclinical Models and Safety in Phase I Trials 94%
- High-throughput neural stem cell-based drug screening identifies S6K1 inhibition as a selective vulnerability in SHH-medulloblastoma 93%
- Pyruvate carboxylation identifies Glioblastoma Stem-like Cells opening new metabolic strategy to prevent tumor recurrence 92%
Similar papers in this journal
Similar papers in this journal
- Disruption of redox balance in glutaminolytic triple negative breast cancer by inhibition of glutamate export and glutaminase 94%
- P53-independent restoration of p53 pathway in tumors with mutated p53 through ATF4 transcriptional modulation by ERK1/2 and CDK9 93%
- THOC1 complexes with SIN3A to regulate R-loops and promote glioblastoma progression 92%
Similar papers in this journal
- Novel kinome profiling technology reveals drug treatment is patient and 2D/3D model dependent in GBM 94%
- Metabolic-imaging of human glioblastoma explants: a new precision-medicine model to predict tumor treatment response early 93%
- Increased efficacy of histone methyltransferase G9a inhibitors against MYCN-amplified Neuroblastoma 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.