Integrated single-cell transcriptomics reveal E2F1-driven multidrug resistance in medulloblastoma and identify Palbociclib as a therapeutic candidate

Abstract Purpose Medulloblastoma (MB) is a malignant pediatric brain tumor where tumor recurrence driven by acquired multidrug resistance remains a paramount clinical challenge. Resolving the intratumoral heterogeneity underlying this resistance is urgently required to identify novel therapeutic targets. Methods Single-cell RNA sequencing data and large-scale bulk transcriptomes were integrated and comprehensively analyzed. Multidrug-resistant subpopulations were identified by mapping ridge regression-based drug sensitivity predictions to single-cell profiles. Developmental trajectories and core regulatory networks were reconstructed, and essential transcription factors were functionally evaluated by computational vector field perturbations. The prognostic value of specific cellular states was assessed, and potential therapeutic antagonists were screened using computational databases and spatial molecular docking. Results Two distinct multidrug-resistant reservoirs were identified, an E2F1 -driven DNA repair state exhibiting cross-resistance to genotoxic agents, and a ZIC5 -regulated neuronal differentiation state associated with Hedgehog signaling. Trajectory inference and in silico perturbations demonstrated that the continuous accumulation of E2F1 is critical for maintaining the chemoresistant DNA repair phenotype. Clinical deconvolution revealed that elevated E2F1 expression acts as a robust indicator of poor overall survival. Subsequently, computational pharmacogenomic screening and molecular docking identified palbociclib as a highly potent inhibitor capable of precisely binding and targeting the CDK4/6-E2F1 axis. Conclusion An E2F1 -driven DNA repair program and a ZIC5 -associated differentiation state directly govern distinct multidrug resistance mechanisms in MB. Targeting the CDK4/6-E2F1 axis with palbociclib represents a promising precision therapeutic strategy to overcome chemoresistance in high-risk patients.

Authors

Institutions

Publication Details

Journal
Research Square
Published
2026-11-01
DOI
https://doi.org/10.21203/rs.3.rs-11043118/v1
Primary Topic
Glioma Diagnosis and Treatment
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Integrated single-cell transcriptomics reveal E2F1-driven multidrug resistance in medulloblastoma and identify Palbociclib as a therapeutic candidate

Junying Zhang, Ping Liang, Hang Ji, Yueliang Yao
3 links
Research Square
Glioma Diagnosis and Treatment
preprint

Integrated single-cell transcriptomics reveal E2F1-driven multidrug resistance in medulloblastoma and identify Palbociclib as a therapeutic candidate

Junying Zhang, Ping Liang, Hang Ji, Yueliang Yao
preprint en

Abstract

Abstract Purpose Medulloblastoma (MB) is a malignant pediatric brain tumor where tumor recurrence driven by acquired multidrug resistance remains a paramount clinical challenge. Resolving the intratumoral heterogeneity underlying this resistance is urgently required to identify novel therapeutic targets. Methods Single-cell RNA sequencing data and large-scale bulk transcriptomes were integrated and comprehensively analyzed. Multidrug-resistant subpopulations were identified by mapping ridge regression-based drug sensitivity predictions to single-cell profiles. Developmental trajectories and core regulatory networks were reconstructed, and essential transcription factors were functionally evaluated by computational vector field perturbations. The prognostic value of specific cellular states was assessed, and potential therapeutic antagonists were screened using computational databases and spatial molecular docking. Results Two distinct multidrug-resistant reservoirs were identified, an E2F1 -driven DNA repair state exhibiting cross-resistance to genotoxic agents, and a ZIC5 -regulated neuronal differentiation state associated with Hedgehog signaling. Trajectory inference and in silico perturbations demonstrated that the continuous accumulation of E2F1 is critical for maintaining the chemoresistant DNA repair phenotype. Clinical deconvolution revealed that elevated E2F1 expression acts as a robust indicator of poor overall survival. Subsequently, computational pharmacogenomic screening and molecular docking identified palbociclib as a highly potent inhibitor capable of precisely binding and targeting the CDK4/6-E2F1 axis. Conclusion An E2F1 -driven DNA repair program and a ZIC5 -associated differentiation state directly govern distinct multidrug resistance mechanisms in MB. Targeting the CDK4/6-E2F1 axis with palbociclib represents a promising precision therapeutic strategy to overcome chemoresistance in high-risk patients.

Research Square
Nanchang University (CN), Sichuan University (CN), West China Hospital of Sichuan University (CN), Children's Hospital of Chongqing Medical University (CN), Chongqing Medical and Pharmaceutical College (CN)
Good health and well-being
Glioma Diagnosis and Treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon