• Source: Scopus
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20072021

Research activity per year

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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 SDGs

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):

  • SDG 3 - Good Health and Well-being
  • SDG 15 - Life on Land

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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  • Higher sRAGE Levels Predict Mortality in Frail Older Adults with Cardiovascular Disease

    Butcher, L., Carnicero, J. A., Pérès, K., Colpo, M., Gomez Cabrero, D., Dartigues, J. F., Bandinelli, S., Garcia-Garcia, F. J., Rodríguez-Mañas, L. & Erusalimsky, J. D., Jan 1 2021, In: Gerontology.

    Research output: Contribution to journalArticlepeer-review

    1 Scopus citations
  • STATegra: Multi-Omics Data Integration - A Conceptual Scheme With a Bioinformatics Pipeline.

    Planell, N., Lagani, V., Sebastian-Leon, P., van der Kloet, F., Ewing, E., Karathanasis, N., Urdangarin, A., Arozarena, I., Jagodic, M., Tsamardinos, I., Tarazona, S., Conesa, A., Tegner, J. & Gomez-Cabrero, D., Mar 22 2021, In: Frontiers in genetics. 12

    Research output: Contribution to journalArticlepeer-review

  • 10th Anniversary of the European Association for Predictive, Preventive and Personalised (3P) Medicine - EPMA World Congress Supplement 2020

    Golubnitschaja, O., Topolcan, O., Kucera, R., Costigliola, V., Akopyan, M., Akulov, S. N., Alexandrova, O., Alonso, A., Andrews, R. J., Duarte, A. A., Azarova, O., Babel, M., Babenko, L., Barilo, A., Baturin, V. A., Bauer, J., Baxa, J., Becker, K. F., Becková, Z., Belenov, I. & 175 others, Belenova, I., Beltrán, S., Berek, P., Bernad, T., Betka, J., Boshyan, R. O., Boyko, N., Brennan, P., Brochhausen, C., Broz, P., Bubnov, R., Carmona, R., Cibisev, A., Cifkova, R., Dopazo, J., Drobnych, V., Durajová, V., Duras, P., Eremin, M., Esaulenko, I., Etayo, G., Evert, M., Evsevyeva, M., Ferda, J., Ferdova, E., FilinaL, A., Filipovsky, J., Frolov, V. A., Fuchsova, R., Jiménez, J. S. F., Fursova, E., Gal, B., Gavrish, A. V., Gelzinsky, J., Goldstein, E., Golubnitschaja, O., Gómez-Cabrero, D., González, L. A., Grinenko, E. E., Gut, I., Hauer, L., Hertelyova, Z., Hofmann-Apitius, M., Holubova, M., Hosek, P., Houdek, K., Huellner, M. W., Iamanidze, N. A., Ippolitov, Y. A., Kapalla, M., Karlikova, M., Khrypunova, O., Kinkorova, J., Koberova-Ivancakova, R., Kopolovets, V., Korcakova, E., Koretskaya, I., Koroy, P. V., Koshel, V., Kovalevskaia, M. A., Krakorova, G., Kubán, J., Kuchumova, E. D., Kudryavtseva, V., Kunin, A. A., Kunin, D. A., Kupets, T., Kurysheva, N. I., Lage-Rupprecht, V., Lapuníková, M., Lasa, I., Lasheras, G., Lazarenko, L., Li, N., Liang, H., Lim, V., Liska, V., Loboda, E., Lotnyk, D., Lukuanovich, P. A., Maillo, A., Malakhovskiy, V., Manni, L., Mares, S., Martinek, P., Matalonga, L., Matejovic, M., Matelo, S., Materankova, M., Mayer, O., Meleshko, T., Merglova, V., Mikhailova, A., Miranda, M., Mirka, H., Moiseeva, N. S., Mokin, E., Mokina, N., Molacek, J., Monasipova, L., Mozaffari, M., Mucha, R., Mukensnabl, P., Naprienko, M. V., Nardini, C., Niedermair, T., Nikolaev, V. A., Orekhova, LY. Y., Ostasov, P., Ovchinnikova, M., Pachkoria, M., Palek, R., Pasalodos, S., Paul, F., Pérez-Florido, J., Pesta, M., Pinillos, I., Podbielska, H., Polivka, J., Polivka, J., Ptakova, N., Pyatin, V., Radchenko, D., Dahal, A. R., Rezackova, H., Rohan, V., Rosendorf, J., Rukavchuk, R., Rusidi, M., Sadikario, S., Safonicheva, O., Salgado, J., Sargheini, N., Sarithala, V. J., Seidlerova, J., Seredin, P., Sergeeva, O., Shabanov, R., Shapira, N., Shurygina, I. P., Sihotsky, V., Simanek, V., Sitkina, E. V., Sklenková, I., Slouka, D., Smekalkina, L. V., Smirnova, N., Smokovski, I., Sokolovskiy, A., Spivak, M., Springer, D., Stchetinin, E., Stefanic, P., Stela, J., Stibrana, K., Suchy, D., Svajdler, M., Svoboda, T., Svobodova, V., Tachalov, V. V., Toth, S., Tsygankova, N., Tsygankova, V., Veremeenko, A. I., Vermeer, C., Vinnichenko, Y., Vladimirova, Y. V., Vodicka, J., Vycital, O., Weichert, W., Windrichova, J., Yagoda, A. V., Yakunina, L. A., Zhan, X. & Zilov, V. G., Jan 1 2020, In: EPMA Journal.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • Abundance and diversity of resistomes differ between healthy human oral cavities and gut

    Carr, V. R., Witherden, E. A., Lee, S., Shoaie, S., Mullany, P., Proctor, G. B., Gomez-Cabrero, D. & Moyes, D. L., Dec 1 2020, In: Nature Communications. 11, 1

    Research output: Contribution to journalArticlepeer-review

    6 Scopus citations
  • EULAR points to consider for the use of big data in rheumatic and musculoskeletal diseases

    Gossec, L., Kedra, J., Servy, H., Pandit, A., Stones, S., Berenbaum, F., Finckh, A., Baraliakos, X., Stamm, T. A., Gomez-Cabrero, D., Pristipino, C., Choquet, R., Burmester, G. R. & Radstake, T. R. D. J., Jan 1 2020, In: Annals of the Rheumatic Diseases. 79, 1, p. 69-76 8 p.

    Research output: Contribution to journalArticlepeer-review

    27 Scopus citations
  • GeneSetCluster: A tool for summarizing and integrating gene-set analysis results

    Ewing, E., Planell-Picola, N., Jagodic, M. & Gomez-Cabrero, D., Oct 7 2020, In: BMC Bioinformatics. 21, 1

    Research output: Contribution to journalArticlepeer-review

    1 Scopus citations
  • Genome-wide investigation of DNA methylation in congenital adrenal hyperplasia

    Karlsson, L., Barbaro, M., Ewing, E., Gomez-Cabrero, D. & Lajic, S., Jul 1 2020, In: Journal of Steroid Biochemistry and Molecular Biology. 201

    Research output: Contribution to journalArticlepeer-review

  • The role of overweight in the association between the Mediterranean diet and the risk of type 2 diabetes mellitus: A mediation analysis among 21 585 UK biobank participants

    André, P., Proctor, G., Driollet, B., Garcia-Esquinas, E., Lopez-Garcia, E., Gomez-Cabrero, D., Neyraud, E., Rodriguez-Artalejo, F., Morzel, M. & Féart, C., Oct 1 2020, In: International Journal of Epidemiology. 49, 5, p. 1582-1590 9 p.

    Research output: Contribution to journalArticlepeer-review

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