RNA-binding proteins in human genetic disease

F Gebauer, T Schwarzl, J Valcárcel… - Nature Reviews …, 2021 - nature.com
RNA-binding proteins (RBPs) are critical effectors of gene expression, and as such their
malfunction underlies the origin of many diseases. RBPs can recognize hundreds of …

[HTML][HTML] CLIP and complementary methods

M Hafner, M Katsantoni, T Köster, J Marks… - Nature Reviews …, 2021 - nature.com
RNA molecules start assembling into ribonucleoprotein (RNP) complexes during
transcription. Dynamic RNP assembly, largely directed by cis-acting elements on the RNA …

Deep learning in bioinformatics: Introduction, application, and perspective in the big data era

Y Li, C Huang, L Ding, Z Li, Y Pan, X Gao - Methods, 2019 - Elsevier
Deep learning, which is especially formidable in handling big data, has achieved great
success in various fields, including bioinformatics. With the advances of the big data era in …

Sequence, structure, and context preferences of human RNA binding proteins

D Dominguez, P Freese, MS Alexis, A Su, M Hochman… - Molecular cell, 2018 - cell.com
RNA binding proteins (RBPs) orchestrate the production, processing, and function of
mRNAs. Here, we present the affinity landscapes of 78 human RBPs using an unbiased …

Predicting the sequence specificities of DNA-and RNA-binding proteins by deep learning

B Alipanahi, A Delong, MT Weirauch, BJ Frey - Nature biotechnology, 2015 - nature.com
Knowing the sequence specificities of DNA-and RNA-binding proteins is essential for
developing models of the regulatory processes in biological systems and for identifying …

Endogenous tRNA-derived fragments suppress breast cancer progression via YBX1 displacement

H Goodarzi, X Liu, HCB Nguyen, S Zhang, L Fish… - Cell, 2015 - cell.com
Upon exposure to stress, tRNAs are enzymatically cleaved, yielding distinct classes of tRNA-
derived fragments (tRFs). We identify a novel class of tRFs derived from tRNA Glu, tRNA …

Revealing protein–lncRNA interaction

F Ferre, A Colantoni… - Briefings in …, 2016 - academic.oup.com
Long non-coding RNAs (lncRNAs) are associated to a plethora of cellular functions, most of
which require the interaction with one or more RNA-binding proteins (RBPs); similarly, RBPs …

Recent advances of deep learning in bioinformatics and computational biology

B Tang, Z Pan, K Yin, A Khateeb - Frontiers in genetics, 2019 - frontiersin.org
Extracting inherent valuable knowledge from omics big data remains as a daunting problem
in bioinformatics and computational biology. Deep learning, as an emerging branch from …

A compendium of RNA-binding motifs for decoding gene regulation

D Ray, H Kazan, KB Cook, MT Weirauch… - Nature, 2013 - nature.com
RNA-binding proteins are key regulators of gene expression, yet only a small fraction have
been functionally characterized. Here we report a systematic analysis of the RNA motifs …

Dynamic characterization and interpretation for protein-RNA interactions across diverse cellular conditions using HDRNet

H Zhu, Y Yang, Y Wang, F Wang, Y Huang… - Nature …, 2023 - nature.com
RNA-binding proteins play crucial roles in the regulation of gene expression, and
understanding the interactions between RNAs and RBPs in distinct cellular conditions forms …