Deep learning can predict subgenome dominance in ancient but not in neo/synthetic polyploidized genomes

SUMMARY Deep learning offers new approaches to investigate the mechanisms underlying complex biological phenomena, such as subgenome dominance. Subgenome dominance refers to the dominant expression and/or biased fractionation of genes in one subgenome of allopolyploids, which has shaped the evolutio...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	The Plant journal : for cell and molecular biology 2024-10, Vol.120 (1), p.174-186
Hauptverfasser:	Guo, Zhongwei, Zhang, Kang, Cai, Chengcheng, Li, Xing, Zhang, Lingkui, Yang, Yinqing, Wang, Xiang, Chen, Shumin, Zhang, Lei, Cheng, Feng
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks convolutional neural networks Deep Learning Deoxyribonucleic acid DNA DNA Methylation Dominance Evolution, Molecular Evolutionary genetics Fractionation Gene expression Gene Expression Regulation, Plant Gene sequencing Genome, Plant - genetics Genomes Machine learning Methylation Neural networks Neural Networks, Computer Nucleotide sequence Plant layout Polyploidy promoter Promoter Regions, Genetic - genetics subgenome dominance
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!