A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding von Montesinos-López, Osval A, Chavira-Flores, Moises, Kiasmiantini, Crespo-Herrera, Leo, Saint Piere, Carolina, Li, HuiHui, Fritsche-Neto, Roberto, Al-Nowibet, Khalid, Montesinos-López, Abelardo, Crossa, José

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Megavariate Methods Capture Complex Genotype-by-Environment Interactions von Xavier, Alencar, Runcie, Daniel, Habier, David

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From heterosis to outbreeding depression: genotype-by-environment interaction shifts hybrid fitness in opposite directions von Wang, Haolong, Su, Baofeng, Zhang, Ying, Shang, Mei, Li, Shangjia, Xing, De, Wang, Jinhai, Bern, Logan, Johnson, Andrew, Al-Armanazi, Jacob, Hasin, Tasnuba, Hettiarachchi, Darshika, Paladines Parrales, Abel, Dilawar, Hamza, Bruce, Timothy J, Dunham, Rex A, Wang, Xu

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Dissecting the major genetic components underlying cotton lint development von Sun, Yali, Yuan, Yuman, He, Shoupu, Stiller, Warwick, Wilson, Iain, Du, Xiongming, Zhu, Qian-Hao

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Effects of the domestic thyroid stimulating hormone receptor (TSHR) variant on the hypothalamic-pituitary-thyroid axis and behavior in chicken von Fallahshahroudi, Amir, Johnsson, Martin, Sorato, Enrico, Ubhayasekera, S J Kumari A, Bergquist, Jonas, Altimiras, Jordi, Jensen, Per

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Additive genetic variance and covariance between relatives in synthetic wheat crosses with variable parental ploidy levels von Puhl, L E, Crossa, J, Munilla, S, Pérez-Rodríguez, P, Cantet, R J C

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Self-reported oral contraceptive use and peripheral joint laxity von Pokorny, M J, Smith, T D, Calus, S A, Dennison, E A

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Correction: Influence of socio-economic status on functional recovery after ARDS caused by SARS-CoV-2: the multicentre, observational RECOVIDS study von Declercq, Pierre-Louis, Fournel, Isabelle, Demeyere, Matthieu, Berraies, Anissa, Ksiazek, Eléa, Nyunga, Martine, Daubin, Cédric, Ampere, Alexandre, Sauneuf, Bertrand, Badie, Julio, Delbove, Agathe, Nseir, Saad, Artaud-Macari, Elise, Bironneau, Vanessa, Ramakers, Michel, Maizel, Julien, Miailhe, Arnaud-Felix, Lacombe, Béatrice, Delberghe, Nicolas, Oulehri, Walid, Georges, Hugues, Tchenio, Xavier, Clarot, Caroline, Redureau, Elise, Bourdin, Gaël, Federici, Laura, Adda, Mélanie, Schnell, David, Bousta, Mehdi, Salmon-Gandonnière, Charlotte, Vanderlinden, Thierry, Plantefeve, Gaëtan, Delacour, David, Delpierre, Cyrille, Le Bouar, Gurvan, Sedillot, Nicholas, Beduneau, Gaëtan, Rivière, Antoine, Meunier-Beillard, Nicolas, Gélinotte, Stéphanie, Rigaud, Jean-Philippe, Labruyère, Marie, Georges, Marjolaine, Binquet, Christine, Quenot, Jean-Pierre

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Accuracy of multi-trait genomic selection using different methods von Calus, Mario P L, Veerkamp, Roel F

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Whole-genome regression and prediction methods applied to plant and animal breeding von de Los Campos, Gustavo, Hickey, John M, Pong-Wong, Ricardo, Daetwyler, Hans D, Calus, Mario P L

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Estimation of inbreeding using pedigree, 50k SNP chip genotypes and full sequence data in three cattle breeds von Zhang, Qianqian, Calus, Mario P L, Guldbrandtsen, Bernt, Lund, Mogens S, Sahana, Goutam

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Reliability of direct genomic values for animals with different relationships within and to the reference population von Pszczola, M., Strabel, T., Mulder, H.A., Calus, M.P.L.

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Genetic parameters for predicted methane production and potential for reducing enteric emissions through genomic selection von de Haas, Y., Windig, J.J., Calus, M.P.L., Dijkstra, J., de Haan, M., Bannink, A., Veerkamp, R.F.

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Genomic prediction in animals and plants: simulation of data, validation, reporting, and benchmarking von Daetwyler, Hans D, Calus, Mario P L, Pong-Wong, Ricardo, de Los Campos, Gustavo, Hickey, John M

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Evaluation of measures of correctness of genotype imputation in the context of genomic prediction: a review of livestock applications von Calus, M. P. L., Bouwman, A. C., Hickey, J. M., Veerkamp, R. F., Mulder, H. A.

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Empirical and deterministic accuracies of across-population genomic prediction von Wientjes, Yvonne C J, Veerkamp, Roel F, Bijma, Piter, Bovenhuis, Henk, Schrooten, Chris, Calus, Mario P L

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Updating the reference population to achieve constant genomic prediction reliability across generations von Pszczola, M., Calus, M. P. L.

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SNPrune: an efficient algorithm to prune large SNP array and sequence datasets based on high linkage disequilibrium von Calus, Mario P L, Vandenplas, Jérémie

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Genomic prediction using preselected DNA variants from a GWAS with whole-genome sequence data in Holstein-Friesian cattle von Veerkamp, Roel F, Bouwman, Aniek C, Schrooten, Chris, Calus, Mario P L

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The long-term effects of genomic selection: 1. Response to selection, additive genetic variance, and genetic architecture von Wientjes, Yvonne C J, Bijma, Piter, Calus, Mario P L, Zwaan, Bas J, Vitezica, Zulma G, van den Heuvel, Joost

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