FAIRsharing as a community approach to standards, repositories and policies von Sansone, Susanna-Assunta, McQuilton, Peter, Rocca-Serra, Philippe, Gonzalez-Beltran, Alejandra, Izzo, Massimiliano, Lister, Allyson L., Thurston, Milo

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Transparency and reproducibility in artificial intelligence von Haibe-Kains, Benjamin, Adam, George Alexandru, Hosny, Ahmed, Khodakarami, Farnoosh, Waldron, Levi, Wang, Bo, McIntosh, Chris, Goldenberg, Anna, Kundaje, Anshul, Greene, Casey S., Broderick, Tamara, Hoffman, Michael M., Leek, Jeffrey T., Korthauer, Keegan, Huber, Wolfgang, Brazma, Alvis, Pineau, Joelle, Tibshirani, Robert, Hastie, Trevor, Ioannidis, John P. A., Quackenbush, John, Aerts, Hugo J. W. L.

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MetaboLights--an open-access general-purpose repository for metabolomics studies and associated meta-data von Haug, Kenneth, Salek, Reza M, Conesa, Pablo, Hastings, Janna, de Matos, Paula, Rijnbeek, Mark, Mahendraker, Tejasvi, Williams, Mark, Neumann, Steffen, Rocca-Serra, Philippe, Maguire, Eamonn, González-Beltrán, Alejandra, Sansone, Susanna-Assunta, Griffin, Julian L, Steinbeck, Christoph

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“Be sustainable”: EOSC‐Life recommendations for implementation of FAIR principles in life science data handling von David, Romain, Rybina, Arina, Burel, Jean‐Marie, Heriche, Jean‐Karim, Audergon, Pauline, Boiten, Jan‐Willem, Coppens, Frederik, Crockett, Sara, Exter, Katrina, Fahrner, Sven, Fratelli, Maddalena, Goble, Carole, Gormanns, Philipp, Grantner, Tobias, Grüning, Björn, Gurwitz, Kim Tamara, Hancock, John M, Harmse, Henriette, Holub, Petr, Juty, Nick, Karnbach, Geoffrey, Karoune, Emma, Keppler, Antje, Klemeier, Jessica, Lancelotti, Carla, Legras, Jean‐Luc, Lister, Allyson L, Longo, Dario Livio, Ludwig, Rebecca, Madon, Bénédicte, Massimi, Marzia, Matser, Vera, Matteoni, Rafaele, Mayrhofer, Michaela Th, Ohmann, Christian, Panagiotopoulou, Maria, Parkinson, Helen, Perseil, Isabelle, Pfander, Claudia, Pieruschka, Roland, Raess, Michael, Rauber, Andreas, Richard, Audrey S, Romano, Paolo, Rosato, Antonio, Sánchez‐Pla, Alex, Sansone, Susanna‐Assunta, Sarkans, Ugis, Serrano‐Solano, Beatriz, Tang, Jing, Tanoli, Ziaurrehman, Tedds, Jonathan, Wagener, Harald, Weise, Martin, Westerhoff, Hans V, Wittner, Rudolf, Ewbank, Jonathan, Blomberg, Niklas, Gribbon, Philip

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Enabling reusability of plant phenomic datasets with MIAPPE 1.1 von Papoutsoglou, Evangelia A., Faria, Daniel, Arend, Daniel, Arnaud, Elizabeth, Athanasiadis, Ioannis N., Chaves, Inês, Coppens, Frederik, Cornut, Guillaume, Costa, Bruno V., Ćwiek-Kupczyńska, Hanna, Droesbeke, Bert, Finkers, Richard, Gruden, Kristina, Junker, Astrid, King, Graham J., Krajewski, Paweł, Lange, Matthias, Laporte, Marie-Angélique, Michotey, Célia, Oppermann, Markus, Ostler, Richard, Poorter, Hendrik, Ramırez-Gonzalez, Ricardo, Ramšak, Živa, Reif, Jochen C., Rocca-Serra, Philippe, Sansone, Susanna-Assunta, Scholz, Uwe, Tardieu, François, Uauy, Cristobal, Usadel, Björn, Visser, Richard G. F., Weise, Stephan, Kersey, Paul J., Miguel, Célia M., Adam-Blondon, Anne-Françoise, Pommier, Cyril

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Discovering and linking public omics data sets using the Omics Discovery Index von Perez-Riverol, Yasset, Bai, Mingze, da Veiga Leprevost, Felipe, Squizzato, Silvano, Park, Young Mi, Haug, Kenneth, Carroll, Adam J, Spalding, Dylan, Paschall, Justin, Wang, Mingxun, del-Toro, Noemi, Ternent, Tobias, Zhang, Peng, Buso, Nicola, Bandeira, Nuno, Deutsch, Eric W, Campbell, David S, Beavis, Ronald C, Salek, Reza M, Sarkans, Ugis, Petryszak, Robert, Keays, Maria, Fahy, Eoin, Sud, Manish, Subramaniam, Shankar, Barbera, Ariana, Jiménez, Rafael C, Nesvizhskii, Alexey I, Sansone, Susanna-Assunta, Steinbeck, Christoph, Lopez, Rodrigo, Vizcaíno, Juan A, Ping, Peipei, Hermjakob, Henning

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The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration von Smith, Barry, Ashburner, Michael, Rosse, Cornelius, Bard, Jonathan, Bug, William, Ceusters, Werner, Goldberg, Louis J, Eilbeck, Karen, Ireland, Amelia, Mungall, Christopher J, Leontis, Neocles, Rocca-Serra, Philippe, Ruttenberg, Alan, Sansone, Susanna-Assunta, Scheuermann, Richard H, Shah, Nigam, Whetzel, Patricia L, Lewis, Suzanna

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ISA software suite: supporting standards-compliant experimental annotation and enabling curation at the community level von Rocca-Serra, Philippe, Brandizi, Marco, Maguire, Eamonn, Sklyar, Nataliya, Taylor, Chris, Begley, Kimberly, Field, Dawn, Harris, Stephen, Hide, Winston, Hofmann, Oliver, Neumann, Steffen, Sterk, Peter, Tong, Weida, Sansone, Susanna-Assunta

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Experiment design driven FAIRification of omics data matrices, an exemplar von Rocca-Serra, Philippe, Sansone, Susanna-Assunta

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Machine actionable metadata models von Batista, Dominique, Gonzalez-Beltran, Alejandra, Sansone, Susanna-Assunta, Rocca-Serra, Philippe

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A sea of standards for omics data: sink or swim? von Tenenbaum, Jessica D, Sansone, Susanna-Assunta, Haendel, Melissa

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EBI metagenomics--a new resource for the analysis and archiving of metagenomic data von Hunter, Sarah, Corbett, Matthew, Denise, Hubert, Fraser, Matthew, Gonzalez-Beltran, Alejandra, Hunter, Christopher, Jones, Philip, Leinonen, Rasko, McAnulla, Craig, Maguire, Eamonn, Maslen, John, Mitchell, Alex, Nuka, Gift, Oisel, Arnaud, Pesseat, Sebastien, Radhakrishnan, Rajesh, Rocca-Serra, Philippe, Scheremetjew, Maxim, Sterk, Peter, Vaughan, Daniel, Cochrane, Guy, Field, Dawn, Sansone, Susanna-Assunta

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Reporting guidelines for human microbiome research: the STORMS checklist von Mirzayi, Chloe, Renson, Audrey, Zohra, Fatima, Elsafoury, Shaimaa, Geistlinger, Ludwig, Kasselman, Lora J., Eckenrode, Kelly, van de Wijgert, Janneke, Loughman, Amy, Marques, Francine Z., MacIntyre, David A., Arumugam, Manimozhiyan, Azhar, Rimsha, Beghini, Francesco, Bergstrom, Kirk, Bhatt, Ami, Bisanz, Jordan E., Braun, Jonathan, Bravo, Hector Corrada, Buck, Gregory A., Bushman, Frederic, Casero, David, Clarke, Gerard, Collado, Maria Carmen, Cotter, Paul D., Cryan, John F., Demmer, Ryan T., Devkota, Suzanne, Elinav, Eran, Escobar, Juan S., Fettweis, Jennifer, Finn, Robert D., Fodor, Anthony A., Forslund, Sofia, Franke, Andre, Furlanello, Cesare, Gilbert, Jack, Grice, Elizabeth, Haibe-Kains, Benjamin, Handley, Scott, Herd, Pamela, Holmes, Susan, Jacobs, Jonathan P., Karstens, Lisa, Knight, Rob, Knights, Dan, Koren, Omry, Kwon, Douglas S., Langille, Morgan, Lindsay, Brianna, McGovern, Dermot, McHardy, Alice C., McWeeney, Shannon, Mueller, Noel T., Nezi, Luigi, Olm, Matthew, Palm, Noah, Pasolli, Edoardo, Raes, Jeroen, Redinbo, Matthew R., Rühlemann, Malte, Balfour Sartor, R., Schloss, Patrick D., Schriml, Lynn, Segal, Eran, Shardell, Michelle, Smirnova, Ekaterina, Sokol, Harry, Sonnenburg, Justin L., Srinivasan, Sujatha, Thingholm, Louise B., Turnbaugh, Peter J., Upadhyay, Vaibhav, Walls, Ramona L., Wilmes, Paul, Yamada, Takuji, Zeller, Georg, Zhang, Mingyu, Zhao, Ni, Zhao, Liping, Bao, Wenjun, Culhane, Aedin, Devanarayan, Viswanath, Dopazo, Joaquin, Fan, Xiaohui, Fischer, Matthias, Kusko, Rebecca, Mason, Christopher E., Mercer, Tim R., Sansone, Susanna-Assunta, Scherer, Andreas, Shi, Leming, Thakkar, Shraddha, Tong, Weida, Wolfinger, Russ, Hunter, Christopher, Segata, Nicola, Dowd, Jennifer B., Jones, Heidi E., Waldron, Levi

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The center for expanded data annotation and retrieval von Musen, Mark A, Bean, Carol A, Cheung, Kei-Hoi, Dumontier, Michel, Durante, Kim A, Gevaert, Olivier, Gonzalez-Beltran, Alejandra, Khatri, Purvesh, Kleinstein, Steven H, O’Connor, Martin J, Pouliot, Yannick, Rocca-Serra, Philippe, Sansone, Susanna-Assunta, Wiser, Jeffrey A

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Finding useful data across multiple biomedical data repositories using DataMed von Ohno-Machado, Lucila, Sansone, Susanna-Assunta, Alter, George, Fore, Ian, Grethe, Jeffrey, Xu, Hua, Gonzalez-Beltran, Alejandra, Rocca-Serra, Philippe, Gururaj, Anupama E, Bell, Elizabeth, Soysal, Ergin, Zong, Nansu, Kim, Hyeon-eui

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Evaluating FAIR maturity through a scalable, automated, community-governed framework von Wilkinson, Mark D., Dumontier, Michel, Sansone, Susanna-Assunta, Bonino da Silva Santos, Luiz Olavo, Prieto, Mario, Batista, Dominique, McQuilton, Peter, Kuhn, Tobias, Rocca-Serra, Philippe, Crosas, Mercѐ, Schultes, Erik

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TeSS: a platform for discovering life-science training opportunities von Beard, Niall, Bacall, Finn, Nenadic, Aleksandra, Thurston, Milo, Goble, Carole A, Sansone, Susanna-Assunta, Attwood, Teresa K

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BioSharing: curated and crowd-sourced metadata standards, databases and data policies in the life sciences von McQuilton, Peter, Gonzalez-Beltran, Alejandra, Rocca-Serra, Philippe, Thurston, Milo, Lister, Allyson, Maguire, Eamonn, Sansone, Susanna-Assunta

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linkedISA: semantic representation of ISA-Tab experimental metadata von González-Beltrán, Alejandra, Maguire, Eamonn, Sansone, Susanna-Assunta, Rocca-Serra, Philippe

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Orchestrating and sharing large multimodal data for transparent and reproducible research von Mammoliti, Anthony, Smirnov, Petr, Nakano, Minoru, Safikhani, Zhaleh, Eeles, Christopher, Seo, Heewon, Nair, Sisira Kadambat, Mer, Arvind S., Smith, Ian, Ho, Chantal, Beri, Gangesh, Kusko, Rebecca, Lin, Eva, Yu, Yihong, Martin, Scott, Hafner, Marc, Haibe-Kains, Benjamin

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