User profiles for Mathurin Dorel

Mathurin Dorel

Bioinformatician, Max Plank Institute for Molecular Genetics
Verified email at molgen.mpg.de
Cited by 257

[HTML][HTML] Mutations in ALK signaling pathways conferring resistance to ALK inhibitor treatment lead to collateral vulnerabilities in neuroblastoma cells

M Berlak, E Tucker, M Dorel, A Winkler, A McGearey… - Molecular Cancer, 2022 - Springer
Background Development of resistance to targeted therapies has tempered initial optimism
that precision oncology would improve poor outcomes for cancer patients. Resistance …

Modelling signalling networks from perturbation data

M Dorel, B Klinger, T Gross, A Sieber… - …, 2018 - academic.oup.com
Motivation Intracellular signalling is realized by complex signalling networks, which are almost
impossible to understand without network models, especially if feedbacks are involved. …

Drug resistance mechanisms in colorectal cancer dissected with cell type–specific dynamic logic models

…, B Klinger, T Cokelaer, A Sieber, F Kogera, M Dorel… - Cancer research, 2017 - AACR
Genomic features are used as biomarkers of sensitivity to kinase inhibitors used widely to
treat human cancer, but effective patient stratification based on these principles remains …

Network-based approaches for drug response prediction and targeted therapy development in cancer

M Dorel, E Barillot, A Zinovyev, I Kuperstein - Biochemical and biophysical …, 2015 - Elsevier
Signaling pathways implicated in cancer create a complex network with numerous
regulatory loops and redundant pathways. This complexity explains frequent failure of one-drug-one-…

Isoform-specific Ras signaling is growth factor dependent

…, AU Newlaczyl, A Sieber, M Dorel… - Molecular biology of …, 2019 - Am Soc Cell Biol
HRAS, NRAS, and KRAS isoforms are almost identical proteins that are ubiquitously expressed
and activate a common set of effectors. In vivo studies have revealed that they are not …

Modeling unveils sex differences of signaling networks in mouse embryonic stem cells

Z Sultana, M Dorel, B Klinger, A Sieber… - Molecular Systems …, 2023 - embopress.org
For a short period during early development of mammalian embryos, both X chromosomes
in females are active, before dosage compensation is ensured through X‐chromosome …

NaviCom: a web application to create interactive molecular network portraits using multi-level omics data

M Dorel, E Viara, E Barillot, A Zinovyev, I Kuperstein - Database, 2017 - academic.oup.com
Human diseases such as cancer are routinely characterized by high-throughput molecular
technologies, and multi-level omics data are accumulated in public databases at increasing …

[HTML][HTML] Neuroblastoma signalling models unveil combination therapies targeting feedback-mediated resistance

M Dorel, B Klinger, T Mari, J Toedling… - PLoS computational …, 2021 - journals.plos.org
Very high risk neuroblastoma is characterised by increased MAPK signalling, and targeting
MAPK signalling is a promising therapeutic strategy. We used a deeply characterised panel …

Reverse engineering signalling networks in cancer cells

M Dorel - 2023 - edoc.hu-berlin.de
Cancer therapy has seen immense progress over the last century but resistance to drug
treatments remains a major obstacle in the war against cancer. I developed an R package …

[PDF][PDF] VU Research Portal

M Dorel, B Klinger, T Gross, A Sieber, A Prahallad… - …, 2018 - research.vu.nl
Motivation: Intracellular signalling is realized by complex signalling networks, which are
almost impossible to understand without network models, especially if feedbacks are involved. …