Isabel Baenas, Mikel Etxandi, Lucero Munguía, Roser Granero, Gemma Mestre-Bach, Isabel Sánchez, Emilio Ortega, Alba Andreu, Violeta L. Moize, Jose-Manuel Fernández-Real, Francisco J. Tinahones, Carlos Diéguez, Gema Frühbeck, Daniel Le Grange, Kate Tchanturia, Andreas Karwautz, Michael Zeiler, Hartmut Imgart, Annika Zanko, Angela Favaro, Laurence Claes, Ia Shekriladze, Eduardo Serrano-Troncoso, Raquel Cecilia-Costa, Teresa Rangil, Maria Eulalia Loran-Meler, José Soriano-Pacheco, Mar Carceller-Sindreu, Rosa Navarrete, Meritxell Lozano, Raquel Linares, Carlota Gudiol, Jordi Carratala, Maria T. Plana, Montserrat Graell, David González-Parra, José A. Gómez-del Barrio, Ana R. Sepúlveda, Jéssica Sánchez-González, Paulo P. P. Machado, Anders Håkansson, Ferenc Túry, Bea Pászthy, Daniel Stein, Hana Papezová, Jana Gricova, Brigita Bax, Mikhail F. Borisenkov, Sergey V. Popov, Denis G. Gubin, Ivan M. Petrov, Dilara Isakova, Svetlana V. Mustafina, Youl-Ri Kim, Michiko Nakazato, Nathalie Godart, Robert van Voren, Tetiana Ilnytska, Jue Chen, Katie Rowlands, Ulrich Voderholzer, Alessio M. Monteleone, Janet Treasure, Susana Jiménez-Murcia, Fernando Fernández-Aranda, Universidade do Minho, Institut Català de la Salut, [Baenas I, Munguía L, Sánchez I] Department of Psychiatry, Bellvitge University Hospital-IDIBELL, 08907 Barcelona, Spain. CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Barcelona, Spain. Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain. [Etxandi M] Department of Psychiatry, Bellvitge University Hospital-IDIBELL, 08907 Barcelona, Spain. [Granero R] CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Barcelona, Spain. Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain. Department of Psychobiology and Methodology, School of Psychology, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain. [Mestre-Bach G] Facultad de Ciencias de la Salud, Universidad Internacional de La Rioja, 26006 La Rioja, Spain. [Fernández-Real JM] CIBER Fisiopatología Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Barcelona, Spain. Departament de Diabetis, Endocrinologia i Nutrició, Hospital Universitari de Girona Dr. Josep Trueta, Institut Català de la Salut (ICS), Girona, Spain. Institut d'Investigació Biomèdica de Girona (IDIBGi), Salt, Spain. Departament de Ciències Mèdiques, Universitat de Girona, Girona, Spain, Hospital Universitari de Girona Dr Josep Trueta, Baenas, I., Etxandi, M., Munguia, L., Granero, R., Mestre-Bac, G., Sanchez, I., Ortega, E., Andreu, A., Moize, V. L., Fernandez-Real, J. -M., Tinahones, F. J., Dieguez, C., Fruhbeck, G., Grange, D. L., Tchanturia, K., Karwautz, A., Zeiler, M., Imgart, H., Zanko, A., Favaro, A., Claes, L., Shekriladze, I., Serrano-Troncoso, E., Cecilia-Costa, R., Rangil, T., Loran-Meler, M. E., Soriano-Pacheco, J., Carceller-Sindreu, M., Navarrete, R., Lozano, M., Linares, R., Gudiol, C., Carratala, J., Plana, M. T., Graell, M., Gonzalez-Parra, D., Gomez-Del Barrio, J. A., Sepulveda, A. R., Sanchez-Gonzalez, J., Machado, P. P. P., Hakansson, A., Tury, F., Paszthy, B., Stein, D., Papezova, H., Gricova, J., Bax, B., Borisenkov, M. F., Popov, S. V., Gubin, D. G., Petrov, I. M., Isakova, D., Mustafina, S. V., Kim, Y. -R., Nakazato, M., Godart, N., Van Voren, R., Ilnytska, T., Chen, J., Rowlands, K., Voderholzer, U., Monteleone, A. M., Treasure, J., Jimenez-Murcia, S., Fernandez-Aranda, F., Instituto de Salud Carlos III, Ministerio de Economía y Competitividad (España), Fundação para a Ciência e a Tecnologia (Portugal), European Commission, Generalitat de Catalunya, Fundación Ciudadanía y Valores, Hospital Universitario de Bellvitge, Centre de recherche en épidémiologie et santé des populations (CESP), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Paul Brousse-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris-Saclay, CB21/13/00009, INT19/00046, PI17/01167, PI20/132, Fundação para a Ciência e a Tecnologia, FCT: POCI-01-0145-FEDER-028145, Consejo Nacional de Ciencia y Tecnología, CONACYT, Ministerio de Economía y Competitividad, MINECO: PSI2015-68701-R, European Regional Development Fund, ERDF: 728018, Eat2beNICE/ H2020-SFS-2016-2, Departament de Salut, Generalitat de Catalunya: SLT006/17/00077, Acknowledgments: We thank CERCA Programme/Generalitat de Catalunya for institutional support. This manuscript and research was supported by grants from the Department of Health of the Generalitat de Catalunya by the call Pla estratègic de recerca i innovació en salut (PERIS, SLT006/17/00077), the Ministerio de Economía y Competitividad (PSI201568701R), Fondo de Inves-tigación Sanitario (FIS) (INT19/00046, PI17/01167, PI20/132), CIBERINFEC (CB21/13/00009) and co-funded by FEDER funds /European Regional Development Fund (ERDF), a way to build Europe (Eat2beNICE/ H2020-SFS-2016-2, Ref 728018, and PRIME/ H2020-SC1-BHC-2018-2020, Ref: 847879). CIBEROBN, CIBERSAM, CIBERINFEC and CIBERDEM are all initiatives of Instituto de Salud Carlos III (ISCIII). GMB is supported by a postdoctoral grant from FUNCIVA. PPM was supported, in part, by a Portuguese Foundation for Science and Technology grant (POCI-01-0145-FEDER-028145). IB was partially supported by a Post-Residency Grant from the Research Committee of the University Hospital of Bellvitge (HUB, Barcelona, Spain) 2020–2021. The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript., Funding: Fondo Investigación Sanitario-FIS, Grant/Award Numbers: FIS, INT19/00046, PI17/01167, Ministerio de Economía y Competitividad, Grant/Award Number: PSI2015-68701-R, Portuguese Foundation for Science and Technology grant, Grant/Award Number: POCI-01-0145-FEDER-028145, Consejo Nacional de Ciencia y Tecnología, and European Regional Development Fund.