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Post-Doctoral Fellows
- José Córdoba
- María del Pilar Gallego
In the Digital Genomics Group, we are in the pursuit of understanding better the mechanisms behind the accumulation of genomic alterations in human tumors to benefit cancer diagnosis, prognosis, and treatment selection.
By developing new computational methodologies based on artificial intelligence (AI), we can identify the underlying mechanisms of cancer predisposition and progression based on specific signatures of somatic mutations. We have an interest in applying these innovative methods to diverse cohorts of cancer patients to advance our understanding of the dynamics and evolution of tumors in different populations across the world.
Publications
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- Díaz-Gay M, Dos Santos W, Moody S, Kazachkova M, Abbasi A, Steele CD, Vangara R, Senkin S, Wang J, Fitzgerald S, Bergstrom EN, Khandekar A, Otlu B, Abedi-Ardekani B, de Carvalho AC, Cattiaux T, Penha RCC, Gaborieau V, Chopard P, Carreira C, Cheema S, Latimer C, Teague JW, Mukeriya A, Zaridze D, Cox R, Albert M, Phouthavongsy L, Gallinger S, Malekzadeh R, Niavarani A, Miladinov M, Erić K, Milosavljevic S, Sangrajrang S, Curado MP, Aguiar S, Reis RM, Reis MT, Romagnolo LG, Guimarães DP, Holcatova I, Kalvach J, Vaccaro CA, Piñero TA, Świątkowska B, Lissowska J, Roszkowska-Purska K, Huertas-Salgado A, Shibata T, Shiba S, Sangkhathat S, Chitapanarux T, Roshandel G, Ashton-Prolla P, Damin DC, de Oliveira FH, Humphreys L, Lawley TD, Perdomo S, Stratton MR, Brennan P, Alexandrov LB. (2025). Geographic and age variations in mutational processes in colorectal cancer. Nature (in press). CNIO Publication.
- Torrens L, Moody S, de Carvalho AC, Kazachkova M, Abedi-Ardekani B, Cheema S, Senkin S, Cattiaux T, Cortez Cardoso Penha R, Atkins JR, Gaborieau V, Chopard P, Carreira C, Abbasi A, Bergstrom EN, Vangara R, Wang J, Fitzgerald S, Latimer C, Diaz-Gay M, Jones D, Teague J, Ribeiro Pinto F, Kowalski LP, Polesel J, Giudici F, de Oliveira JC, Lagiou P, Lagiou A, Vilensky M, Mates D, Mates IN, Arantes LM, Reis R, Podesta JRV, von Zeidler SV, Holcatova I, Curado MP, Canova C, Fabianova E, Rodríguez-Urrego PA, Humphreys L, Alexandrov LB, Brennan P, Stratton MR, Perdomo S. (2025). The complexity of tobacco smoke-induced mutagenesis in head and neck cancer. Nat Genet 57, 884-896. Publication in other institutions.
- Fixman B, Díaz-Gay M, Qiu C, Margaryan T, Lee B, Chen XS. (2025). Validation of the APOBEC3A-Mediated RNA Single Base Substitution Signature and Proposal of Novel APOBEC1, APOBEC3B, and APOBEC3G RNA Signatures. J Mol Biol 436, 168854. Publication in other institutions.
- Senkin S, Moody S, Díaz-Gay M, Abedi-Ardekani B, Cattiaux T, Ferreiro-Iglesias A, Wang J, Fitzgerald S, Kazachkova M, Vangara R, Le AP, Bergstrom EN, Khandekar A, Otlu B, Cheema S, Latimer C, Thomas E, Atkins JR, Smith-Byrne K, Cortez Cardoso Penha R, Carreira C, Chopard P, Gaborieau V, Keski-Rahkonen P, Jones D, Teague JW, Ferlicot S, Asgari M, Sangkhathat S, Attawettayanon W, Świątkowska B, Jarmalaite S, Sabaliauskaite R, Shibata T, Fukagawa A, Mates D, Jinga V, Rascu S, Mijuskovic M, Savic S, Milosavljevic S, Bartlett JMS, Albert M, Phouthavongsy L, Ashton-Prolla P, Botton MR, Silva Neto B, Bezerra SM, Curado MP, Zequi SC, Reis RM, Faria EF, de Menezes NS, Ferrari RS, Banks RE, Vasudev NS, Zaridze D, Mukeriya A, Shangina O, Matveev V, Foretova L, Navratilova M, Holcatova I, Hornakova A, Janout V, Purdue MP, Rothman N, Chanock SJ, Ueland PM, Johansson M, McKay J, Scelo G, Chanudet E, Humphreys L, de Carvalho AC, Perdomo S, Alexandrov LB, Stratton MR, Brennan P. (2024). Geographic variation of mutagenic exposures in kidney cancer genomes. Nature 629, 910-918. Publication in other institutions.
- Bergstrom EN, Abbasi A, Díaz-Gay M, Galland L, Ladoire S, Lippman SM, Alexandrov LB. (2024). Deep Learning Artificial Intelligence Predicts Homologous Recombination Deficiency and Platinum Response From Histologic Slides. J Clin Oncol 42, 3550-3560. Publication in other institutions.
- Otlu B, Díaz-Gay M, Vermes I, Bergstrom EN, Zhivagui M, Barnes M, Alexandrov LB. (2023). Topography of mutational signatures in human cancer. Cell Reports 42, 112930. Publication in other institutions.
- Díaz-Gay M, Vangara R, Barnes M, Wang X, Islam SMA, Vermes I, Duke S, Narasimman NB, Yang T, Jiang Z, Moody S, Senkin S, Brennan P, Stratton MR, Alexandrov LB. (2023). Assigning mutational signatures to individual samples and individual somatic mutations with SigProfilerAssignment. Bioinformatics 39, btad756. Publication in other institutions.
- Islam SMA, Díaz-Gay M, Wu Y, Barnes M, Vangara R, Bergstrom EN, He Y, Vella M, Wang J, Teague JW, Clapham P, Moody S, Senkin S, Li YR, Riva L, Zhang T, Gruber AJ, Steele CD, Otlu B, Khandekar A, Abbasi A, Humphreys L, Syulyukina N, Brady SW, Alexandrov BS, Pillay N, Zhang J, Adams DJ, Martincorena I, Wedge DC, Landi MT, Brennan P, Stratton MR, Rozen SG, Alexandrov LB. (2022). Uncovering novel mutational signatures by de novo extraction with SigProfilerExtractor. Cell Genomics 2, . Publication in other institutions.
