Computational Biology (IMDEA)

No Institution assigned.

Members (researchers): Enrique Carrillo de Santa Pau

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Research topics:

Applications of Computational Biology, Artificial Intelligence, Bioinformatics Infrastructure, Biological Databases, Biological interpretation, Clinical data, Computational Methods, Data Analysis, Data Repositories, Deep Learning in Biology, Integrative Analysis, Machine Learning in Biology, Metabolomics, Metagenomics, Microbial Communities, Microbial communities, Natural Language Processing (NLP), Network Biology, Pathway analysis, Pathway analysis, Personal medicine, Systems Biology, Text mining

Publications

Romero-Tapiador, S., Tolosana, R., Morales, A., Fierrez, J., Vera-Rodriguez, R., Espinosa-Salinas, I., Freixer, G., Carrillo de Santa Pau, E., Ramírez de Molina, A., & Ortega-Garcia, J. (2024). Leveraging automatic personalised nutrition: food image recognition benchmark and dataset based on nutrition taxonomy. Multimedia Tools and Applications, 84(4), 1945–1966. https://doi.org/10.1007/s11042-024-19161-4

Romero-Tapiador, S., Tolosana, R., Morales, A., Fierrez, J., Vera-Rodriguez, R., Espinosa-Salinas, I., Freixer, G., de Santa Pau, E. C., de Molina, A. R., & Ortega-Garcia, J. (2023). AI4Food-NutritionFW: A Novel Framework for the Automatic Synthesis and Analysis of Eating Behaviours. IEEE Access, 11, 112199–112211. https://doi.org/10.1109/access.2023.3322770

Solorzano, J., Carrillo-de Santa Pau, E., Laguna, T., & Busturia, A. (2023). A genome-wide computational approach to define microRNA-Polycomb/trithorax gene regulatory circuits in Drosophila. Developmental Biology, 495, 63–75. https://doi.org/10.1016/j.ydbio.2022.12.008

Molina, V. M. L., Lacruz-Pleguezuelos, B., Carrillo de Santa Pau, E., & Marcos-Zambrano, L. J. (2023). Uncovering the link between gut microbiome, highly processed food consumption and diet quality through bioinformatics methods. https://doi.org/10.1101/2023.03.07.530223

Marqués, M., Tranchant, R., Risa-Ebrí, B., Suárez-Solís, M. L., Fernández, L. C., Carrillo-de-Santa-Pau, E., del Pozo, N., Martínez de Villarreal, J., Meiller, C., Allory, Y., Blum, Y., Pirker, C., Hegedus, B., Barry, S. T., Carnero, A., Berger, W., Jean, D., & Real, F. X. (2023). Supplementary Data from Combined MEK and PI3K/p110β Inhibition as a Novel Targeted Therapy for Malignant Mesothelioma Displaying Sarcomatoid Features. https://doi.org/10.1158/0008-5472.22425411.v1

Marqués, M., Tranchant, R., Risa-Ebrí, B., Suárez-Solís, M. L., Fernández, L. C., Carrillo-de-Santa-Pau, E., del Pozo, N., Martínez de Villarreal, J., Meiller, C., Allory, Y., Blum, Y., Pirker, C., Hegedus, B., Barry, S. T., Carnero, A., Berger, W., Jean, D., & Real, F. X. (2023). Data from Combined MEK and PI3K/p110β Inhibition as a Novel Targeted Therapy for Malignant Mesothelioma Displaying Sarcomatoid Features. https://doi.org/10.1158/0008-5472.c.6512028

Romero-Tapiador, S., Lacruz-Pleguezuelos, B., Tolosana, R., Freixer, G., Daza, R., Fernández-Díaz, C. M., Aguilar-Aguilar, E., Fernández-Cabezas, J., Cruz-Gil, S., Molina, S., Crespo, M. C., Laguna, T., Marcos-Zambrano, L. J., Vera-Rodriguez, R., Fierrez, J., Ramírez de Molina, A., Ortega-Garcia, J., Espinosa-Salinas, I., Morales, A., & Carrillo de Santa Pau, E. (2023). AI4FoodDB: a database for personalized e-Health nutrition and lifestyle through wearable devices and artificial intelligence. Database, 2023. https://doi.org/10.1093/database/baad049

Laguna, T., Piette-Gómez, O., Garranzo, M., Gómez de Cedrón, M., Ramírez de Molina, A., & Carrillo de Santa Pau, E. (2023). EPIGENOMIC VARIABILITY AND TRANSCRIPTOMICS AS A NOVEL MULTIOMIC COMPLEMENTARY APPROACH FOR PERSONALIZED NUTRITION IN COLORECTAL CANCER PATIENTS. https://doi.org/10.1101/2023.07.19.549686

D’Elia, D., Truu, J., Lahti, L., Berland, M., Papoutsoglou, G., Ceci, M., Zomer, A., Lopes, M. B., Ibrahimi, E., Gruca, A., Nechyporenko, A., Frohme, M., Klammsteiner, T., Pau, E. C. S., Marcos-Zambrano, L. J., Hron, K., Pio, G., Simeon, A., Suharoschi, R., … Claesson, M. J. (2023). Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action. Frontiers in Microbiology, 14. https://doi.org/10.3389/fmicb.2023.1257002

Marcos-Zambrano, L. J., Lacruz-Plegezuelos, B., Valdés, A., Aguilar-Aguilar, E., Loria-Kohen, V., Cifuentes, A., Ramírez de Molina, A., & Carrillo de Santa Pau, E. (2023). Non-responsive Celiac disease symptoms associated with microbiome network structure and function. https://doi.org/10.1101/2023.10.14.562350

Lacruz-Pleguezuelos, B., Piette, O., Garranzo, M., Pérez-Serrano, D., Milešević, J., Espinosa-Salinas, I., Ramírez de Molina, A., Laguna, T., & Carrillo de Santa Pau, E. (2023). FooDrugs: a comprehensive food–drug interactions database with text documents and transcriptional data. Database, 2023. https://doi.org/10.1093/database/baad075

Marcos-Zambrano, L. J., López-Molina, V. M., Bakir-Gungor, B., Frohme, M., Karaduzovic-Hadziabdic, K., Klammsteiner, T., Ibrahimi, E., Lahti, L., Loncar-Turukalo, T., Dhamo, X., Simeon, A., Nechyporenko, A., Pio, G., Przymus, P., Sampri, A., Trajkovik, V., Lacruz-Pleguezuelos, B., Aasmets, O., Araujo, R., … Carrillo de Santa Pau, E. (2023). A toolbox of machine learning software to support microbiome analysis. Frontiers in Microbiology, 14. https://doi.org/10.3389/fmicb.2023.1250806

Garcia, S., Ordoñez, S., López-Molina, V. M., Lacruz-Pleguezuelos, B., Carrillo de Santa Pau, E., & Marcos-Zambrano, L. J. (2023). Citizen science helps to raise awareness about gut microbiome health in people at risk of developing non-communicable diseases. Gut Microbes, 15(1). https://doi.org/10.1080/19490976.2023.2241207

Milton-Laskibar, I., Marcos-Zambrano, L. J., Gómez-Zorita, S., Carrillo de Santa Pau, E., Fernández-Quintela, A., Martínez, J. A., & Portillo, M. P. (2022). Involvement of microbiota and short-chain fatty acids on non-alcoholic steatohepatitis when induced by feeding a hypercaloric diet rich in saturated fat and fructose. Gut Microbiome, 3. https://doi.org/10.1017/gmb.2022.2

Garcia, S., Ordoñez, S., de Santa Pau, E. C., & Marcos-Zambrano, L. J. (2022). Photovoice methodology to raise citizen awareness about the role of the gut microbiome in Non-Communicable Diseases: A pilot study. https://doi.org/10.1101/2022.06.17.22276351

Balech, B., Brennan, L., Carrillo de Santa Pau, E., Cavalieri, D., Coort, S., D’Elia, D., Dragsted, L. O., Eftimov, T., Evelo, C. T., Ferk, P., Finglas, P., Gori, A., Hancock, J., Kalaš, M., Koroušić Seljak, B., Lachat, C., Leskošek, B., Pasolli, E., Pesole, G., … Bouwman, J. (2022). The future of food and nutrition in ELIXIR. F1000Research, 11, 978. https://doi.org/10.12688/f1000research.51747.1

Lacruz-Pleguezuelos, B., Fernández, L. P., Ramírez de Molina, A., Carrillo de Santa Pau, E., & Marcos-Zambrano, L. J. (2022). Bioinformatic methods for stratification of obese patients and identification of cancer susceptibility biomarkers based on the analysis of the gut microbiome. https://doi.org/10.1101/2022.11.17.516892

Jodkowska, K., Pancaldi, V., Rigau, M., Almeida, R., Fernández-Justel, J. M., Graña-Castro, O., Rodríguez-Acebes, S., Rubio-Camarillo, M., Carrillo-de Santa Pau, E., Pisano, D., Al-Shahrour, F., Valencia, A., Gómez, M., & Méndez, J. (2022). 3D chromatin connectivity underlies replication origin efficiency in mouse embryonic stem cells. Nucleic Acids Research, 50(21), 12149–12165. https://doi.org/10.1093/nar/gkac1111

Johansson, P., Laguna, T., Ossowski, J., Pancaldi, V., Brauser, M., Dührsen, U., Keuneke, L., Queiros, A., Richter, J., Martín-Subero, J. I., Siebert, R., Schlegelberger, B., Küppers, R., Dürig, J., Murga Penas, E. M., Carillo-de Santa Pau, E., & Bergmann, A. K. (2022). Epigenome-wide analysis of T-cell large granular lymphocytic leukemia identifies BCL11B as a potential biomarker. Clinical Epigenetics, 14(1). https://doi.org/10.1186/s13148-022-01362-z

Marcos-Zambrano, L. J., Karaduzovic-Hadziabdic, K., Loncar Turukalo, T., Przymus, P., Trajkovik, V., Aasmets, O., Berland, M., Gruca, A., Hasic, J., Hron, K., Klammsteiner, T., Kolev, M., Lahti, L., Lopes, M. B., Moreno, V., Naskinova, I., Org, E., Paciência, I., Papoutsoglou, G., … Truu, J. (2021). Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment. Frontiers in Microbiology, 12. https://doi.org/10.3389/fmicb.2021.634511

Moreno-Indias, I., Lahti, L., Nedyalkova, M., Elbere, I., Roshchupkin, G., Adilovic, M., Aydemir, O., Bakir-Gungor, B., Santa Pau, E. C., D’Elia, D., Desai, M. S., Falquet, L., Gundogdu, A., Hron, K., Klammsteiner, T., Lopes, M. B., Marcos-Zambrano, L. J., Marques, C., Mason, M., … Claesson, M. J. (2021). Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions. Frontiers in Microbiology, 12. https://doi.org/10.3389/fmicb.2021.635781

Milton-Laskibar, I., Marcos-Zambrano, L. J., Gómez-Zorita, S., Fernández-Quintela, A., Carrillo de Santa Pau, E., Martínez, J. A., & Portillo, M. P. (2021). Gut Microbiota Induced by Pterostilbene and Resveratrol in High-Fat-High-Fructose Fed Rats: Putative Role in Steatohepatitis Onset. Nutrients, 13(5), 1738. https://doi.org/10.3390/nu13051738

Hübschmann, D., Kleinheinz, K., Wagener, R., Bernhart, S. H., López, C., Toprak, U. H., Sungalee, S., Ishaque, N., Kretzmer, H., Kreuz, M., Waszak, S. M., Paramasivam, N., Ammerpohl, O., Aukema, S. M., Beekman, R., Bergmann, A. K., Bieg, M., Binder, H., Borkhardt, A., … Siebert, R. (2021). Mutational mechanisms shaping the coding and noncoding genome of germinal center derived B-cell lymphomas. Leukemia, 35(7), 2002–2016. https://doi.org/10.1038/s41375-021-01251-z

Boer, J. M., Valsecchi, M. G., Hormann, F. M., Antić, Ž., Zaliova, M., Schwab, C., Cazzaniga, G., Arfeuille, C., Cavé, H., Attarbaschi, A., Strehl, S., Escherich, G., Imamura, T., Ohki, K., Grüber, T. A., Sutton, R., Pastorczak, A., Lammens, T., Lambert, F., … Pieters, R. (2021). Favorable outcome of NUTM1-rearranged infant and pediatric B cell precursor acute lymphoblastic leukemia in a collaborative international study. Leukemia, 35(10), 2978–2982. https://doi.org/10.1038/s41375-021-01333-y

Salinero-Fort, M. A., Andrés-Rebollo, F. J. S., Cárdenas-Valladolid, J., Méndez-Bailón, M., Chico-Moraleja, R. M., de Santa Pau, E. C., Jiménez-Trujillo, I., Gómez-Campelo, I., de Burgos Lunar, C., de Miguel-Yanes, J. M., Abanades-Herranz, J. C., Vicente-Tutor, A. M. S., Sanz-Pascual, M., Arnalte-Barrera, M., Pulido-Fernández, S., Donaire-Jiménez, E. M., Montero-Lizana, C., Domínguez-Paniagua, M., … Zazo-Lázaro, M. P. (2021). Cardiovascular risk factors associated with acute myocardial infarction and stroke in the MADIABETES cohort. Scientific Reports, 11(1). https://doi.org/10.1038/s41598-021-94121-8

Arcila, J., Loria-Kohen, V., Ramírez de Molina, A., Carrillo de Santa Pau, E., & Marcos-Zambrano, L. J. (2021). Metataxonomic review to elucidate the role of the microbiome in Celiac disease across the gastrointestinal tract. https://doi.org/10.1101/2021.08.08.455560

Chouvarine, P., Antić, Ž., Lentes, J., Schröder, C., Alten, J., Brüggemann, M., Carrillo-de Santa Pau, E., Illig, T., Laguna, T., Schewe, D., Stanulla, M., Tang, M., Zimmermann, M., Schrappe, M., Schlegelberger, B., Cario, G., & Bergmann, A. K. (2021). Transcriptional and Mutational Profiling of B-Other Acute Lymphoblastic Leukemia for Improved Diagnostics. Cancers, 13(22), 5653. https://doi.org/10.3390/cancers13225653

Marqués, M., Tranchant, R., Risa-Ebrí, B., Suárez-Solís, M. L., Fernández, L. C., Carrillo-de-Santa-Pau, E., del Pozo, N., Martínez de Villarreal, J., Meiller, C., Allory, Y., Blum, Y., Pirker, C., Hegedus, B., Barry, S. T., Carnero, A., Berger, W., Jean, D., & Real, F. X. (2020). Combined MEK and PI3K/p110β Inhibition as a Novel Targeted Therapy for Malignant Mesothelioma Displaying Sarcomatoid Features. Cancer Research, 80(4), 843–856. https://doi.org/10.1158/0008-5472.can-19-1633

Richart, L., Lapi, E., Pancaldi, V., Cuenca, M., Carrillo-de-Santa Pau, E., Madrid-Mencía, M., Neyret-Kahn, H., Radvanyi, F., Rodríguez, J. A., Cuartero, Y., Serra, F., Le Dily, F., Valencia, A., Marti-Renom, M. A., & Real, F. X. (2020). STAG2 loss-of-function affects short-range genomic contacts and modulates urothelial differentiation in bladder cancer cells. https://doi.org/10.1101/2020.08.06.240457

Jodkowska, K., Pancaldi, V., Almeida, R., Rigau, M., Graña-Castro, O., Fernández-Justel, J. M., Rodríguez-Acebes, S., Rubio-Camarillo, M., Carrillo-de Santa Pau, E., Pisano, D., Al-Shahrour, F., Valencia, A., Gómez, M., & Méndez, J. (2019). Three-dimensional connectivity and chromatin environment mediate the activation efficiency of mammalian DNA replication origins. https://doi.org/10.1101/644971

Cobo, I., Martinelli, P., Flández, M., Bakiri, L., Zhang, M., Carrillo-de-Santa-Pau, E., Jia, J., Sánchez-Arévalo Lobo, V. J., Megías, D., Felipe, I., del Pozo, N., Millán, I., Thommesen, L., Bruland, T., Olson, S. H., Smith, J., Schoonjans, K., Bamlet, W. R., Petersen, G. M., … Real, F. X. (2018). Transcriptional regulation by NR5A2 links differentiation and inflammation in the pancreas. Nature, 554(7693), 533–537. https://doi.org/10.1038/nature25751

Salinero-Fort, M. A., Gómez-Campelo, P., San Andrés-Rebollo, F. J., Cárdenas-Valladolid, J., Abánades-Herranz, J. C., Carrillo de Santa Pau, E., Chico-Moraleja, R. M., Beamud-Victoria, D., de Miguel-Yanes, J. M., Jimenez-Garcia, R., López-de-Andres, A., Ramallo-Fariña, Y., & De Burgos-Lunar, C. (2018). Prevalence of depression in patients with type 2 diabetes mellitus in Spain (the DIADEMA Study) : results from the MADIABETES cohort. BMJ Open, 8(9), e020768. https://doi.org/10.1136/bmjopen-2017-020768

Grassi, L., Pourfarzad, F., Ullrich, S., Merkel, A., Were, F., Carrillo-de-Santa-Pau, E., Yi, G., Hiemstra, I. H., Tool, A. T. J., Mul, E., Perner, J., Janssen-Megens, E., Berentsen, K., Kerstens, H., Habibi, E., Gut, M., Yaspo, M. L., Linser, M., Lowy, E., … Kuijpers, T. W. (2018). Dynamics of Transcription Regulation in Human Bone Marrow Myeloid Differentiation to Mature Blood Neutrophils. Cell Reports, 24(10), 2784–2794. https://doi.org/10.1016/j.celrep.2018.08.018

Bergmann, A. K., Fataccioli, V., Castellano, G., Martin-Garcia, N., Pelletier, L., Ammerpohl, O., Bergmann, J., Bhat, J., Pau, E. C. S., Martín-Subero, J. I., Moffitt, A. B., Valencia, A., Oberg, H.-H., Wesch, D., Jayne, S., Dyer, M. J. S., Kabelitz, D., Gaulard, P., & Siebert, R. (2018). DNA methylation profiling of hepatosplenic T-cell lymphoma. Haematologica, 104(3), e104–e107. https://doi.org/10.3324/haematol.2018.196196

Campos-Sanchez, E., Deleyto-Seldas, N., Dominguez, V., Carrillo-de-Santa-Pau, E., Ura, K., Rocha, P. P., Kim, J., Aljoufi, A., Esteve-Codina, A., Dabad, M., Gut, M., Heyn, H., Kaneda, Y., Nimura, K., Skok, J. A., Martinez-Frias, M. L., & Cobaleda, C. (2017). Wolf-Hirschhorn Syndrome Candidate 1 Is Necessary for Correct Hematopoietic and B Cell Development. Cell Reports, 19(8), 1586–1601. https://doi.org/10.1016/j.celrep.2017.04.069

Ecker, S., Chen, L., Pancaldi, V., Bagger, F. O., Fernández, J. M., Carrillo de Santa Pau, E., Juan, D., Mann, A. L., Watt, S., Casale, F. P., Sidiropoulos, N., Rapin, N., Merkel, A., Stunnenberg, H. G., Stegle, O., Frontini, M., Downes, K., Pastinen, T., … Paul, D. S. (2017). Genome-wide analysis of differential transcriptional and epigenetic variability across human immune cell types. Genome Biology, 18(1). https://doi.org/10.1186/s13059-017-1156-8

Sánchez-Arévalo Lobo, V. J., Fernández, L. C., Carrillo-de-Santa-Pau, E., Richart, L., Cobo, I., Cendrowski, J., Moreno, U., del Pozo, N., Megías, D., Bréant, B., Wright, C. V., Magnuson, M., & Real, F. X. (2017). c-Myc downregulation is required for preacinar to acinar maturation and pancreatic homeostasis. Gut, gutjnl-2016-312306. https://doi.org/10.1136/gutjnl-2016-312306

Stunnenberg, H. G., Hirst, M., Abrignani, S., Adams, D., de Almeida, M., Altucci, L., Amin, V., Amit, I., Antonarakis, S. E., Aparicio, S., Arima, T., Arrigoni, L., Arts, R., Asnafi, V., Esteller, M., Bae, J.-B., Bassler, K., Beck, S., Berkman, B., … Zipprich, G. (2016). The International Human Epigenome Consortium: A Blueprint for Scientific Collaboration and Discovery. Cell, 167(5), 1145–1149. https://doi.org/10.1016/j.cell.2016.11.007

Fernández, J. M., de la Torre, V., Richardson, D., Royo, R., Puiggròs, M., Moncunill, V., Fragkogianni, S., Clarke, L., Flicek, P., Rico, D., Torrents, D., Carrillo de Santa Pau, E., & Valencia, A. (2016). The BLUEPRINT Data Analysis Portal. Cell Systems, 3(5), 491-495.e5. https://doi.org/10.1016/j.cels.2016.10.021

Astle, W. J., Elding, H., Jiang, T., Allen, D., Ruklisa, D., Mann, A. L., Mead, D., Bouman, H., Riveros-Mckay, F., Kostadima, M. A., Lambourne, J. J., Sivapalaratnam, S., Downes, K., Kundu, K., Bomba, L., Berentsen, K., Bradley, J. R., Daugherty, L. C., Delaneau, O., … Soranzo, N. (2016). The Allelic Landscape of Human Blood Cell Trait Variation and Links to Common Complex Disease. Cell, 167(5), 1415-1429.e19. https://doi.org/10.1016/j.cell.2016.10.042

Toll, A., Fernández, L. C., Pons, T., Groesser, L., Sagrera, A., Carrillo-de Santa Pau, E., Vicente, A., Baselga, E., Vázquez, M., Beltrán, S., Pisano, D. G., Rueda, D., Gut, M., Pujol, R. M., Hafner, C., Gut, I., Valencia, A., & Real, F. X. (2016). Somatic Embryonic FGFR2 Mutations in Keratinocytic Epidermal Nevi. Journal of Investigative Dermatology, 136(8), 1718–1721. https://doi.org/10.1016/j.jid.2016.03.040

Varier, R. A., de Santa Pau, E. C., van der Groep, P., Lindeboom, R. G. H., Matarese, F., Mensinga, A., Smits, A. H., Edupuganti, R. R., Baltissen, M. P., Jansen, P. W. T. C., ter Hoeve, N., van Weely, D. R., Poser, I., van Diest, P. J., Stunnenberg, H. G., & Vermeulen, M. (2016). Recruitment of the Mammalian Histone-modifying EMSY Complex to Target Genes Is Regulated by ZNF131. Journal of Biological Chemistry, 291(14), 7313–7324. https://doi.org/10.1074/jbc.m115.701227

Pancaldi, V., Carrillo-de-Santa-Pau, E., Javierre, B. M., Juan, D., Fraser, P., Spivakov, M., Valencia, A., & Rico, D. (2016). Integrating epigenomic data and 3D genomic structure with a new measure of chromatin assortativity. Genome Biology, 17(1). https://doi.org/10.1186/s13059-016-1003-3

Earl, J., Rico, D., Carrillo-de-Santa-Pau, E., Rodríguez-Santiago, B., Méndez-Pertuz, M., Auer, H., Gómez, G., Grossman, H. B., Pisano, D. G., Schulz, W. A., Pérez-Jurado, L. A., Carrato, A., Theodorescu, D., Chanock, S., Valencia, A., & Real, F. X. (2016). Erratum to: The UBC-40 Urothelial Bladder Cancer cell line index: a genomic resource for functional studies. BMC Genomics, 17(1). https://doi.org/10.1186/s12864-016-3179-z

Juan, D., Perner, J., Carrillo de Santa Pau, E., Marsili, S., Ochoa, D., Chung, H.-R., Vingron, M., Rico, D., & Valencia, A. (2016). Epigenomic Co-localization and Co-evolution Reveal a Key Role for 5hmC as a Communication Hub in the Chromatin Network of ESCs. Cell Reports, 14(5), 1246–1257. https://doi.org/10.1016/j.celrep.2016.01.008

Mazarico, J. M., Sánchez-Arévalo Lobo, V. J., Favicchio, R., Greenhalf, W., Costello, E., Carrillo-de Santa Pau, E., Marqués, M., Lacal, J. C., Aboagye, E., & Real, F. X. (2016). Choline Kinase Alpha (CHKα) as a Therapeutic Target in Pancreatic Ductal Adenocarcinoma: Expression, Predictive Value, and Sensitivity to Inhibitors. Molecular Cancer Therapeutics, 15(2), 323–333. https://doi.org/10.1158/1535-7163.mct-15-0214

Salinero-Fort, M. Á., San Andrés-Rebollo, F. J., de Burgos-Lunar, C., Abánades-Herranz, J. C., Carrillo-de-Santa-Pau, E., Chico-Moraleja, R. M., Jiménez-García, R., López-de-Andrés, A., & Gómez-Campelo, P. (2016). Cardiovascular and all-cause mortality in patients with type 2 diabetes mellitus in the MADIABETES Cohort Study: Association with chronic kidney disease. Journal of Diabetes and Its Complications, 30(2), 227–236. https://doi.org/10.1016/j.jdiacomp.2015.10.007

Galindo-Albarrán, A. O., López-Portales, O. H., Gutiérrez-Reyna, D. Y., Rodríguez-Jorge, O., Sánchez-Villanueva, J. A., Ramírez-Pliego, O., Bergon, A., Loriod, B., Holota, H., Imbert, J., Hernández-Mendoza, A., Ferrier, P., Carrillo-de Santa Pau, E., Valencia, A., Spicuglia, S., & Santana, M. A. (2016). CD8 + T Cells from Human Neonates Are Biased toward an Innate Immune Response. Cell Reports, 17(8), 2151–2160. https://doi.org/10.1016/j.celrep.2016.10.056

Richart, L., Carrillo-de Santa Pau, E., Río-Machín, A., de Andrés, M. P., Cigudosa, J. C., Lobo, V. J. S.-A., & Real, F. X. (2016). BPTF is required for c-MYC transcriptional activity and in vivo tumorigenesis. Nature Communications, 7(1). https://doi.org/10.1038/ncomms10153

Carrillo-de-Santa-Pau, E., Juan, D., Pancaldi, V., Were, F., Martin-Subero, I., Rico, D., & Valencia, A. (2016). Automatic identification of informative regions with epigenomic changes associated to hematopoiesis. https://doi.org/10.1101/082917

Martinelli, P., Carrillo-de Santa Pau, E., Cox, T., Sainz, B., Dusetti, N., Greenhalf, W., Rinaldi, L., Costello, E., Ghaneh, P., Malats, N., Büchler, M., Pajic, M., Biankin, A. V., Iovanna, J., Neoptolemos, J., & Real, F. X. (2016). GATA6 regulates EMT and tumour dissemination, and is a marker of response to adjuvant chemotherapy in pancreatic cancer. Gut, 66(9), 1665–1676. https://doi.org/10.1136/gutjnl-2015-311256

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Kretzmer, H., Bernhart, S. H., Wang, W., Haake, A., Weniger, M. A., Bergmann, A. K., Betts, M. J., Carrillo-de-Santa-Pau, E., Doose, G., Gutwein, J., Richter, J., Hovestadt, V., Huang, B., Rico, D., Jühling, F., Kolarova, J., Lu, Q., … Radlwimmer, B. (2015). DNA methylome analysis in Burkitt and follicular lymphomas identifies differentially methylated regions linked to somatic mutation and transcriptional control. Nature Genetics, 47(11), 1316–1325. https://doi.org/10.1038/ng.3413

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