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Dopazo J, Aloy P. Discovery and hypothesis generation through bioinformatics. Genome Biol. 2006;7:307. Available at:
Negredo A, Palacios G, Vázquez-Morón S, et al. Discovery of an ebolavirus-like filovirus in europe. PLoS pathogens. 2011;7:e1002304.
Sundaram AYM, Kiron V, Dopazo J, Fernandes JMO. Diversification of the expanded teleost-specific toll-like receptor family in Atlantic cod, Gadus morhua. BMC Evol Biol. 2012;12:256. doi:10.1186/1471-2148-12-256.
Moura DS, Peña-Chilet M, Varela JAntonio Co, et al. A DNA damage repair gene-associated signature predicts responses of patients with advanced soft-tissue sarcoma to treatment with trabectedin. Mol Oncol. 2021;15(12):3691-3705. doi:10.1002/1878-0261.12996.
Bediaga NG, Acha-Sagredo A, Guerra I, et al. DNA methylation epigenotypes in breast cancer molecular subtypes. Breast Cancer Res. 2010;12(5):R77. doi:10.1186/bcr2721.
Vaquerizas JM, Dopazo J, Diaz-Uriarte R. DNMAD: web-based diagnosis and normalization for microarray data. Bioinformatics. 2004;20:3656-8. Available at:
Gutiérrez J, González-Pérez S, Garcia-Garcia F, Lorenzo O, Arellano JB. Does singlet oxygen activate cell death in Arabidopsis cell suspension cultures? Analysis of the early transcriptional defence responses to high light stress. Plant signaling & behavior. 2011;6.
Walsh I, Fishman D, Garcia-Gasulla D, et al. DOME: recommendations for supervised machine learning validation in biology. Nat Methods. 2021;18(10):1122-1127. doi:10.1038/s41592-021-01205-4.
Loucera C, Esteban-Medina M, Rian K, Falco MM, Dopazo J, Peña-Chilet M. Drug repurposing for COVID-19 using machine learning and mechanistic models of signal transduction circuits related to SARS-CoV-2 infection. Signal Transduct Target Ther. 2020;5(1):290. doi:10.1038/s41392-020-00417-y.
Prieto J, León M, Ponsoda X, et al. Dysfunctional mitochondrial fission impairs cell reprogramming. Cell Cycle. 2016;15(23):3240-3250. doi:10.1080/15384101.2016.1241930.
Vivas Y, Martinez-Garcia C, Izquierdo A, et al. Early peroxisome proliferator-activated receptor gamma regulated genes involved in expansion of pancreatic beta cell mass. BMC Med Genomics. 2011;4:86. doi:10.1186/1755-8794-4-86.
González-Pérez S, Gutiérrez J, Garcia-Garcia F, et al. Early transcriptional defence responses in Arabidopsis cell suspension culture under high light conditions. Plant physiology. 2011;156:1439-56. Available at:
González-Pérez S, Gutiérrez J, Garcia-Garcia F, et al. Early transcriptional defense responses in Arabidopsis cell suspension culture under high-light conditions. Plant Physiol. 2011;156(3):1439-56. doi:10.1104/pp.111.177766.
Łabaj PP, Dopazo J, Xiao W, Kreil DP. Editorial: Critical assessment of massive data analysis (CAMDA) annual conference 2021. Front Genet. 2023;14:1154398. doi:10.3389/fgene.2023.1154398.
Ferreira PG, Muñoz-Aguirre M, Reverter F, et al. The effects of death and post-mortem cold ischemia on human tissue transcriptomes. Nat Commun. 2018;9(1):490. doi:10.1038/s41467-017-02772-x.
Sevilla T, Sivera R, Martínez-Rubio D, et al. The EGR2 gene is involved in axonal Charcot-Marie-Tooth disease. Eur J Neurol. 2015;22(12):1548-55. doi:10.1111/ene.12782.
Salgado D, Armean IM, Baudis M, et al. The ELIXIR Human Copy Number Variations Community: building bioinformatics infrastructure for research. F1000Res. 2020;9. doi:10.12688/f1000research.24887.1.
Puerto-Camacho P, Diaz-Martin J, Olmedo-Pelayo J, et al. Endoglin and MMP14 Contribute to Ewing Sarcoma Spreading by Modulation of Cell-Matrix Interactions. Int J Mol Sci. 2022;23(15). doi:10.3390/ijms23158657.
Milne RL, Ribas G, Gonzalez-Neira A, et al. ERCC4 associated with breast cancer risk: a two-stage case-control study using high-throughput genotyping. Cancer Res. 2006;66:9420-7. Available at:
Huerta-Cepas J, Dopazo J, Gabaldón T. ETE: a python Environment for Tree Exploration. BMC Bioinformatics. 2010;11:24. doi:10.1186/1471-2105-11-24.
Eyrich VA, Marti-Renom MA, Przybylski D, et al. EVA: continuous automatic evaluation of protein structure prediction servers. Bioinformatics. 2001;17:1242-3. Available at:
Koh IY, Eyrich VA, Marti-Renom MA, et al. EVA: Evaluation of protein structure prediction servers. Nucleic Acids Res. 2003;31:3311-5. Available at:
Huerta-Cepas J, Dopazo J, Huynen MA, Gabaldón T. Evidence for short-time divergence and long-time conservation of tissue-specific expression after gene duplication. Brief Bioinform. 2011;12(5):442-8. doi:10.1093/bib/bbr022.
Hernández P, Huerta-Cepas J, Montaner D, et al. Evidence for systems-level molecular mechanisms of tumorigenesis. BMC Genomics. 2007;8:185. doi:10.1186/1471-2164-8-185.
Hernandez P, Huerta-Cepas J, Montaner D, et al. Evidence for systems-level molecular mechanisms of tumorigenesis. BMC Genomics. 2007;8:185. Available at: