Projects per year
Organisation profile
Organisation profile
The Multi-omics Data Science Group mainly focuses on the data obtained in cancer biology with high-throughput molecular profiling. We focus on extracting relevant biological signals and predictive features from tumors and surrounding tissues on various modalities: DNA methylation, RNA expression, protein abundance, and tissue histopathological images. Integrating the corresponding data improves our understanding of cancers and lead to better patient stratification and treatment. A special interest of the group is in contribution to translationally-oriented research through strong collaborations at the LIH, LNS and abroad. Members of the team enable cross-disciplinary research partnerships, which benefit from their diverse expertise in biostatistics, large-scale analysis and integration of multi-omics data, machine learning and scientific programming.
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Collaborations and top research areas from the last five years
Profiles
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Petr Nazarov
- Bioinformatics & AI - Group Leader
- Multiomics Data Science - Group Leader
Person: Employee
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PEAR-OP: Personalized Medicine Acceleration through Rapid Omics Profiling
Toth, R. (PI), Nazarov, P. (CoPI), Dittmar, G. (CoPI), Frauenknecht, K. (Partner) & STEFANIZZI, F. M. (Participant)
1/04/24 → 31/03/26
Project: Research
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NANO-SCOPE: Pre-operative methylation-based brain tumor classification
Toth, R. (CoPI), Frauenknecht, K. (CoPI) & Tabbakh, D. (PhD Student)
Collaboration Fondation Cancer - FNR
1/04/24 → 30/06/27
Project: Research
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Adenoviral delivery of the CIITA transgene induces T-cell-mediated killing in glioblastoma organoids
Salvato, I., Klein, E., Poli, A., Rezaeipour, M., Ermini, L., Nosirov, B., Lipsa, A., Oudin, A., Baus, V., Dore, G. M., Cosma, A., Golebiewska, A., Marchini, A. & Niclou, S. P., Mar 2025, In: Molecular Oncology. 19, 3, p. 682-697 16 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
AllergoOncology: Biomarkers and refined classification for research in the allergy and glioma nexus—A joint EAACI-EANO position paper
Turner, M. C., Radzikowska, U., Ferastraoaru, D. E., Pascal, M., Wesseling, P., McCraw, A., Backes, C., Bax, H. J., Bergmann, C., Bianchini, R., Cari, L., de las Vecillas, L., Izquierdo, E., Lind-Holm Mogensen, F., Michelucci, A., Nazarov, P. V., Niclou, S. P., Nocentini, G., Ollert, M. & Preusser, M. & 10 others, , Jun 2024, In: Allergy: European Journal of Allergy and Clinical Immunology. 79, 6, p. 1419-1439 21 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access5 Citations (Scopus) -
consICA: an R package for robust reference-free deconvolution of multi-omics data
Chepeleva, M., Kaoma, T., Zinovyev, A., Toth, R. & Nazarov, P. V., 13 Jul 2024, In: Bioinformatics Advances. 4, 1, vbae102.Research output: Contribution to journal › Article › Research › peer-review
Open Access