Integrative analysis of multi-omics data reveals importance of collagen and the PI3K AKT signalling pathway in CAKUT von Bayjanov, Jumamurat R., Doornbos, Cenna, Ozisik, Ozan, Shin, Woosub, Queralt-Rosinach, Núria, Wijnbergen, Daphne, Saulnier-Blache, Jean-Sébastien, Schanstra, Joost P., Buffin-Meyer, Bénédicte, Klein, Julie, Fernández, José M., Kaliyaperumal, Rajaram, Baudot, Anaïs, ’t Hoen, Peter A. C., Ehrhart, Friederike

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Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic von Queralt-Rosinach, Núria, Kaliyaperumal, Rajaram, Bernabé, César H, Long, Qinqin, Joosten, Simone A, van der Wijk, Henk Jan, Flikkenschild, Erik L A, Burger, Kees, Jacobsen, Annika, Mons, Barend, Roos, Marco

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A Generic Workflow for the Data FAIRification Process von Jacobsen, Annika, Kaliyaperumal, Rajaram, da Silva Santos, Luiz Olavo Bonino, Mons, Barend, Schultes, Erik, Roos, Marco, Thompson, Mark

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FAIR Data Point: A FAIR-Oriented Approach for Metadata Publication von da Silva Santos, Luiz Olavo Bonino, Burger, Kees, Kaliyaperumal, Rajaram, Wilkinson, Mark D.

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A catalogue of 863 Rett-syndrome-causing MECP2 mutations and lessons learned from data integration von Ehrhart, Friederike, Jacobsen, Annika, Rigau, Maria, Bosio, Mattia, Kaliyaperumal, Rajaram, Laros, Jeroen F. J., Willighagen, Egon L., Valencia, Alfonso, Roos, Marco, Capella-Gutierrez, Salvador, Curfs, Leopold M. G., Evelo, Chris T.

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The de novo FAIRification process of a registry for vascular anomalies von Groenen, Karlijn H J, Jacobsen, Annika, Kersloot, Martijn G, Dos Santos Vieira, Bruna, van Enckevort, Esther, Kaliyaperumal, Rajaram, Arts, Derk L, 't Hoen, Peter A C, Cornet, Ronald, Roos, Marco, Kool, Leo Schultze

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Applying federated learning to combat food fraud in food supply chains von Gavai, Anand, Bouzembrak, Yamine, Mu, Wenjuan, Martin, Frank, Kaliyaperumal, Rajaram, van Soest, Johan, Choudhury, Ananya, Heringa, Jaap, Dekker, Andre, Marvin, Hans J. P.

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Semantic modelling of common data elements for rare disease registries, and a prototype workflow for their deployment over registry data von Kaliyaperumal, Rajaram, Wilkinson, Mark D, Moreno, Pablo Alarcón, Benis, Nirupama, Cornet, Ronald, Dos Santos Vieira, Bruna, Dumontier, Michel, Bernabé, César Henrique, Jacobsen, Annika, Le Cornec, Clémence M A, Godoy, Mario Prieto, Queralt-Rosinach, Núria, Schultze Kool, Leo J, Swertz, Morris A, van Damme, Philip, van der Velde, K Joeri, Lalout, Nawel, Zhang, Shuxin, Roos, Marco

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Making FAIR Easy with FAIR Tools: From Creolization to Convergence von Thompson, Mark, Burger, Kees, Kaliyaperumal, Rajaram, Roos, Marco, da Silva Santos, Luiz Olavo Bonino

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From Peer-Reviewed to Peer-Reproduced in Scholarly Publishing: The Complementary Roles of Data Models and Workflows in Bioinformatics von González-Beltrán, Alejandra, Li, Peter, Zhao, Jun, Avila-Garcia, Maria Susana, Roos, Marco, Thompson, Mark, van der Horst, Eelke, Kaliyaperumal, Rajaram, Luo, Ruibang, Lee, Tin-Lap, Lam, Tak-Wah, Edmunds, Scott C, Sansone, Susanna-Assunta, Rocca-Serra, Philippe

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The FAIR Data Point: Interfaces and Tooling von Benhamed, Oussama Mohammed, Burger, Kees, Kaliyaperumal, Rajaram, da Silva Santos, Luiz Olavo Bonino, Suchánek, Marek, Slifka, Jan, Wilkinson, Mark D.

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Author Correction: Applying federated learning to combat food fraud in food supply chains von Gavai, Anand, Bouzembrak, Yamine, Mu, Wenjuan, Martin, Frank, Kaliyaperumal, Rajaram, van Soest, Johan, Choudhury, Ananya, Heringa, Jaap, Dekker, Andre, Marvin, Hans J. P.

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Interoperability and FAIRness through a novel combination of Web technologies von Wilkinson, Mark D, Verborgh, Ruben, Bonino da Silva Santos, Luiz Olavo, Clark, Tim, Swertz, Morris A, Kelpin, Fleur D.L, Gray, Alasdair J.G, Schultes, Erik A, van Mulligen, Erik M, Ciccarese, Paolo, Kuzniar, Arnold, Gavai, Anand, Thompson, Mark, Kaliyaperumal, Rajaram, Bolleman, Jerven T, Dumontier, Michel

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The Implicitome: A Resource for Rationalizing Gene-Disease Associations von Hettne, Kristina M, Thompson, Mark, van Haagen, Herman H H B M, van der Horst, Eelke, Kaliyaperumal, Rajaram, Mina, Eleni, Tatum, Zuotian, Laros, Jeroen F J, van Mulligen, Erik M, Schuemie, Martijn, Aten, Emmelien, Li, Tong Shu, Bruskiewich, Richard, Good, Benjamin M, Su, Andrew I, Kors, Jan A, den Dunnen, Johan, van Ommen, Gert-Jan B, Roos, Marco, 't Hoen, Peter A C, Mons, Barend, Schultes, Erik A

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Author Correction: Timing and localization of human dystrophin isoform expression provide insights into the cognitive phenotype of Duchenne muscular dystrophy von Doorenweerd, Nathalie, Mahfouz, Ahmed, van Putten, Maaike, Kaliyaperumal, Rajaram, t’ Hoen, Peter A. C., Hendriksen, Jos G. M., Aartsma-Rus, Annemieke M., Verschuuren, Jan J. G. M., Niks, Erik H., Reinders, Marcel J. T., Kan, Hermien E., Lelieveldt, Boudewijn P. F.

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A session-based ontology alignment approach enabling user involvement von Lambrix, Patrick, Kaliyaperumal, Rajaram

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A session-based ontology alignment approach enabling user involvement1 von Lambrix, Patrick, Kaliyaperumal, Rajaram

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Gateways to the FANTOM5 promoter level mammalian expression atlas von Lizio, Marina, Harshbarger, Jayson, Shimoji, Hisashi, Severin, Jessica, Kasukawa, Takeya, Sahin, Serkan, Abugessaisa, Imad, Fukuda, Shiro, Hori, Fumi, Ishikawa-Kato, Sachi, Mungall, Christopher J, Arner, Erik, Baillie, J Kenneth, Bertin, Nicolas, Bono, Hidemasa, de Hoon, Michiel, Diehl, Alexander D, Dimont, Emmanuel, Freeman, Tom C, Fujieda, Kaori, Hide, Winston, Kaliyaperumal, Rajaram, Katayama, Toshiaki, Lassmann, Timo, Meehan, Terrence F, Nishikata, Koro, Ono, Hiromasa, Rehli, Michael, Sandelin, Albin, Schultes, Erik A, 't Hoen, Peter A C, Tatum, Zuotian, Thompson, Mark, Toyoda, Tetsuro, Wright, Derek W, Daub, Carsten O, Itoh, Masayoshi, Carninci, Piero, Hayashizaki, Yoshihide, Forrest, Alistair R R, Kawaji, Hideya

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Timing and localization of human dystrophin isoform expression provide insights into the cognitive phenotype of Duchenne muscular dystrophy von Doorenweerd, Nathalie, Mahfouz, Ahmed, van Putten, Maaike, Kaliyaperumal, Rajaram, t’ Hoen, Peter A. C., Hendriksen, Jos G. M., Aartsma-Rus, Annemieke M., Verschuuren, Jan J. G. M., Niks, Erik H., Reinders, Marcel J. T., Kan, Hermien E., Lelieveldt, Boudewijn P. F.

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The GA4GH Phenopacket schema defines a computable representation of clinical data von Jacobsen, Julius O. B., Baudis, Michael, Baynam, Gareth S., Beckmann, Jacques S., Beltran, Sergi, Buske, Orion J., Callahan, Tiffany J., Chute, Christopher G., Courtot, Mélanie, Danis, Daniel, Elemento, Olivier, Essenwanger, Andrea, Freimuth, Robert R., Gargano, Michael A., Groza, Tudor, Hamosh, Ada, Harris, Nomi L., Kaliyaperumal, Rajaram, Lloyd, Kevin C. Kent, Khalifa, Aly, Krawitz, Peter M., Köhler, Sebastian, Laraway, Brian J., Lehväslaiho, Heikki, Matalonga, Leslie, McMurry, Julie A., Metke-Jimenez, Alejandro, Mungall, Christopher J., Munoz-Torres, Monica C., Ogishima, Soichi, Papakonstantinou, Anastasios, Piscia, Davide, Pontikos, Nikolas, Queralt-Rosinach, Núria, Roos, Marco, Sass, Julian, Schofield, Paul N., Seelow, Dominik, Siapos, Anastasios, Smedley, Damian, Smith, Lindsay D., Steinhaus, Robin, Sundaramurthi, Jagadish Chandrabose, Swietlik, Emilia M., Thun, Sylvia, Vasilevsky, Nicole A., Wagner, Alex H., Warner, Jeremy L., Weiland, Claus, Haendel, Melissa A., Robinson, Peter N.

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