bioRxivCancer Biology
Evolutionary trajectories of IDH-mutant astrocytoma identify molecular grading markers related to cell cycling
W. R. Vallentgoed, Y. Hoogstrate, K. A. van Garderen, L. van Hijfte, E. van Dijk, M. C. Kouwenhoven, J. M. Niers, K. Draaisma, I. Martin, W. W. de Leng, C. M. S. Tesileanu, I. de Heer, M. Diepeveen, A. Lavrova, P. P. Eijk, M. Buehler, W. Wick, P. M. Clement, M. Sanson, E. Franceschi, T. Gorlia, V. Golfinopoulos, M. Weller, T. Weiss, P. A. Robe, , P. J. French
Abstract
1To study the evolutionary processes that drive malignant progression of IDH-mutant astrocytomas, we performed multi-omics on a large cohort of matched initial and recurrent tumor samples. The overlay of genetic, epigenetic, transcriptomic and proteomic data, combined with single-cell analysis, have identified overlapping features associated with malignant progression. These features are derived from three molecular mechanisms and provide a rationale of the underlying biology of tumor malignancy: cell-cycling, tumor cell (de-)differentiation and remodeling of the extracellular matrix. Specifically, DNA-methylation levels decreased over time, predominantly in tumors with malignant transformation and co-occurred with poor prognostic genetic events. DNA-methylation was lifted from specific loci associated with DNA replication and was associated with an increased RNA and protein expression of cell cycling associated genes. All results were validated on samples of newly diagnosed IDH-mutant astrocytoma patients included the CATNON randomized phase 3 clinical trial. Importantly, malignant progression was hardly affected by radio- or chemotherapy, indicating that treatment does not affect the course of disease. Our results culminate in a DNA-methylation based signature for objective tumor grading.
- organism: human
- assay: DNA methylation
- assay: proteomics
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Epigenetic landscape reorganization and reactivation of embryonic development genes are associated with malignancy in IDH-mutant astrocytoma
Santoesha A. Ghisai, Levi van Hijfte, … Youri Hoogstrate·Acta NeuropathologicaPeer-reviewed·Oct 9, 2024
- Multi-omics characterization of IDH-mutant astrocytoma-derived cell lines reveals NOTCH-regulated plastic quiescent astrocyte-like state
Leonor Garcia, Christine Granotier, … Jean‐Philippe Hugnot·Acta Neuropathologica CommunicationsPeer-reviewed·Jul 20, 2026
- TET CpG sequence context specific DNA demeth-ylation shapes progression of IDH-mutant gliomas
Youri Hoogstrate, Santoesha A. Ghisai, … Pim J. French·Cell Reports MedicinePeer-reviewed·Mar 1, 2026
- Tumor-initiating genetics and therapy drive divergent molecular evolution in IDH-mutant gliomas
Tamrin Chowdhury, C. Mircea S. Tesileanu, … Roel G.W. Verhaak·bioRxiv·Jul 11, 2025
- DNA methylation and survival differences associated with the type of IDH mutation in 1p/19q non-codeleted astrocytomas
M. Tesileanu, W. Vallentgoed, … van den Bent·bioRxiv·Dec 10, 2020
- Integrative multi-modal analysis reveals the contribution of noncoding RNAs to post-treatment progression of IDH-mutant astrocytomas
Anja Hartewig, Serafiina Jaatinen, … Kirsi J. Rautajoki·bioRxiv·Sep 30, 2025