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David Gomez-Cabrero

 https://orcid.org/0000-0003-4186-3788
  • Source: Scopus
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20072021

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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

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 journal › Article › peer-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 journal › Article › peer-review

    2 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 journal › Article › peer-review

    5 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 journal › Article › peer-review

    26 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 journal › Article › peer-review

  • 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 journal › Article › peer-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 journal › Article › peer-review

  • Associations of fat-soluble micronutrients and redox biomarkers with frailty status in the FRAILOMIC initiative

    Kochlik, B., Stuetz, W., Pérès, K., Pilleron, S., Féart, C., García García, F. J., Bandinelli, S., Gomez-Cabrero, D., Rodriguez-Mañas, L., Grune, T. & Weber, D., Dec 1 2019, In: Journal of Cachexia, Sarcopenia and Muscle. 10, 6, p. 1339-1346 8 p.

    Research output: Contribution to journal › Article › peer-review

    5 Scopus citations
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