Research output per year
Research output per year
Personal profile
Research Overview
Professor Gomez-Cabrero's research focuses on the development of system-based methodologies for understanding biological systems and its translational applications for understanding health and disease, in particular Multiple Sclerosis, Rheumatoid Arthritis, rare diseases and Myelodysplastic syndromes, among others.
His current goals are the developing of robust statistically-based methodologies and frameworks to uncover robust hypothesis in (possibly under-powered) research studies. Tools for multi-omic integration are being implemented and shared in the Bioconductor STATegRa package. Nowadays, the aim is to develop strategies for current integrative challenges such as "integrating bulk and single-cell data" and "integrating multi-omic single-cell data".
Key Research Areas
Computational Bioscience, Epigenetics, Functional Biology, Genomics, Machine Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Mathematics, Ph.D., University of Valencia
2009
Statistics, M.S., University of Valencia
2004
Operations Research, M.S., University of Valencia
2003
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A comparative analysis of blastoid models through single-cell transcriptomics
Balubaid, A., Alsolami, S., Kiani, N. A., Cabrero, D. G., Li, M. & Tegner, J., Nov 15 2024, In: iScience. 27, 11, 111122.Research output: Contribution to journal › Article › peer-review
Open Access -
An atlas of cells in the human tonsil
Massoni-Badosa, R., Aguilar-Fernández, S., Nieto, J. C., Soler-Vila, P., Elosua-Bayes, M., Marchese, D., Kulis, M., Vilas-Zornoza, A., Bühler, M. M., Rashmi, S., Alsinet, C., Caratù, G., Moutinho, C., Ruiz, S., Lorden, P., Lunazzi, G., Colomer, D., Frigola, G., Blevins, W. & Romero-Rivero, L. & 29 others, , Feb 13 2024, In: Immunity. 57, 2, p. 379-399.e18Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
A robust clustering strategy for stratification unveils unique patient subgroups in acutely decompensated cirrhosis
Palomino-Echeverria, S., Huergo, E., Ortega-Legarreta, A., Uson Raposo, E. M., Aguilar, F., Peña-Ramirez, C. D. L., López-Vicario, C., Alessandria, C., Laleman, W., Queiroz Farias, A., Moreau, R., Fernandez, J., Arroyo, V., Caraceni, P., Lagani, V., Sánchez-Garrido, C., Clària, J., Tegner, J., Trebicka, J. & Kiani, N. A. & 3 others, , Dec 2024, In: Journal of Translational Medicine. 22, 1, 599.Research output: Contribution to journal › Article › peer-review
Open Access -
Characterization of the Common Genetic Variation in the Spanish Population of Navarre
Maillo, A., Huergo, E., Apellániz-Ruiz, M., Urrutia-Lafuente, E., Miranda, M., Salgado, J., Pasalodos-Sanchez, S., Delgado-Mora, L., Teijido, Ó., Goicoechea, I., Carmona, R., Perez-Florido, J., Aquino, V., Lopez-Lopez, D., Peña-Chilet, M., Beltran, S., Dopazo, J., Lasa, I., Beloqui, J. J. & Alonso, Á. & 1 others, , May 2024, In: Genes. 15, 5, 585.Research output: Contribution to journal › Article › peer-review
Open Access -
Competition shapes the landscape of X-chromosome-linked genetic diversity
Buenaventura, T., Bagci, H., Patrascan, I., Graham, J. J., Hipwell, K. D., Oldenkamp, R., King, J. W. D., Urtasun, J., Young, G., Mouzo, D., Gomez-Cabrero, D., Rowland, B. D., Panne, D., Fisher, A. G. & Merkenschlager, M., Aug 2024, In: Nature Genetics. 56, 8, p. 1678-1688 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Global compositional and functional states of the human gut microbiome in health and disease
Lee, S., Portlock, T., Le Chatelier, E., Garcia-Guevara, F., Clasen, F., Oñate, F. P., Pons, N., Begum, N., Harzandi, A., Proffitt, C., Rosario, D., Vaga, S., Park, J., von Feilitzen, K., Johansson, F., Zhang, C., Edwards, L. A., Lombard, V., Gauthier, F. & Steves, C. J. & 13 others, , Jun 2024, In: Genome research. 34, 6, p. 967-978 12 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Reviewability and supportability: New complementary principles to empower research software practices
Zhang, H., Maillo, A., Khan, S. A., Martínez-de-Morentin, X., Lehmann, R., Gomez-Cabrero, D. & Tegnér, J., Dec 2024, In: Computational and Structural Biotechnology Journal. 23, p. 3989-3998 10 p.Research output: Contribution to journal › Short survey › peer-review
Open Access -
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model
Radhakrishnan, S., Yang, C. H. H., Khan, S. A., Kiani, N. A., Gomez-Cabrero, D. & Tegner, J. N., 2023, p. 1958-1962. 5 p.Research output: Contribution to conference › Paper › peer-review
Open Access2 Scopus citations
Press/Media
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Hospital Universitario de Navarra (HUN) Researcher Updates Current Study Findings on Genetics (Characterization of the Common Genetic Variation in the Spanish Population of Navarre)
05/16/24
1 item of Media coverage
Press/Media: Press / Media
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New Melanoma Study Findings Recently Were Reported by Researchers at University Hospital (The Regulators of Peroxisomal Acyl-carnitine Shuttle Crot and Crat Promote Metastasis In Melanoma)
04/19/24
1 item of Media coverage
Press/Media: Press / Media
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Studies from Public University of Navarre in the Area of Cancer Gene Therapy Reported (Gene Therapy Restores the Transcriptional Program of Stem Cells In Fanconi Anemia)
01/29/24
1 item of Media coverage
Press/Media: Press / Media
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New Findings Reported from King Abdullah University of Science and Technology (KAUST) Describe Advances in Information Technology (Reusability Report: Learning the Transcriptional Grammar In Single-cell Rna-sequencing Data Using Transformers)
Tegner, J., Khan, S., Gomez-Cabrero, D., Lagani, V. & Lehmann, R.
12/14/23
1 item of Media coverage
Press/Media: Press / Media
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Research Results from Karolinska Institute Update Knowledge of Multiple Sclerosis (DNA methylation changes in glial cells of the normal-appearing white matter in Multiple Sclerosis patients)
10/5/23
1 item of Media coverage
Press/Media: Press / Media
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Cells regulating blood stem cell maintenance are diverse and conserved between species
Gomez-Cabrero, D. & Tegner, J.
08/16/22
1 item of Media coverage
Press/Media: Press / Media