[HTML][HTML] Big data and deep learning for RNA biology
H Hwang, H Jeon, N Yeo, D Baek - Experimental & Molecular Medicine, 2024 - nature.com
The exponential growth of big data in RNA biology (RB) has led to the development of deep
learning (DL) models that have driven crucial discoveries. As constantly evidenced by DL …
learning (DL) models that have driven crucial discoveries. As constantly evidenced by DL …
[HTML][HTML] Functional annotations of three domestic animal genomes provide vital resources for comparative and agricultural research
Gene regulatory elements are central drivers of phenotypic variation and thus of critical
importance towards understanding the genetics of complex traits. The Functional Annotation …
importance towards understanding the genetics of complex traits. The Functional Annotation …
[HTML][HTML] Leveraging transcriptomics for precision diagnosis: Lessons learned from cancer and sepsis
M Tsakiroglou, A Evans, M Pirmohamed - Frontiers in Genetics, 2023 - frontiersin.org
Diagnostics require precision and predictive ability to be clinically useful. Integration of multi-
omic with clinical data is crucial to our understanding of disease pathogenesis and …
omic with clinical data is crucial to our understanding of disease pathogenesis and …
[HTML][HTML] Genome-wide Cas9-mediated screening of essential non-coding regulatory elements via libraries of paired single-guide RNAs
Y Li, M Tan, A Akkari-Henić, L Zhang, M Kip… - Nature Biomedical …, 2024 - nature.com
The functions of non-coding regulatory elements (NCREs), which constitute a major fraction
of the human genome, have not been systematically studied. Here we report a method …
of the human genome, have not been systematically studied. Here we report a method …
Evolutionary rewiring of regulatory networks contributes to phenotypic differences between human and mouse orthologous genes
Mouse models have been engineered to reveal the biological mechanisms of human
diseases based on an assumption. The assumption is that orthologous genes underlie …
diseases based on an assumption. The assumption is that orthologous genes underlie …
[HTML][HTML] How much do we know about the function of mammalian genes?
The last two decades have seen impressive advances in functional genomics, but we are
still a long way from understanding the complexity of gene function. Here, we pose …
still a long way from understanding the complexity of gene function. Here, we pose …
Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning
The accumulation of large epigenomics data consortiums provides us with the opportunity to
extrapolate existing knowledge to new cell types and conditions. We propose Epitome, a …
extrapolate existing knowledge to new cell types and conditions. We propose Epitome, a …
Neutral evolution of snoRNA Host Gene long non-coding RNA affects cell fate control
M Vietri Rudan, KH Sipilä, C Philippeos, C Gânier… - bioRxiv, 2023 - biorxiv.org
A fundamental challenge in molecular biology is to understand how evolving genomes can
acquire new functions. Several recent studies have underscored how non-conserved …
acquire new functions. Several recent studies have underscored how non-conserved …
Mapping the Human Proteome with Physical Access to DNA
J Trendel, S Trendel, S Sha, B Kuster - bioRxiv, 2024 - biorxiv.org
In a human cell, DNA is packed in histones, RNA, and chromatin-associated proteins,
forming a cohesive gel. At any given moment, only a specific subset of the proteome has …
forming a cohesive gel. At any given moment, only a specific subset of the proteome has …