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CADD v1. 7: using protein language models, regulatory CNNs and other nucleotide-level scores to improve genome-wide variant predictions
Abstract Machine Learning-based scoring and classification of genetic variants aids the
assessment of clinical findings and is employed to prioritize variants in diverse genetic …
assessment of clinical findings and is employed to prioritize variants in diverse genetic …
Selection on synonymous sites: The unwanted transcript hypothesis
Although translational selection to favour codons that match the most abundant tRNAs is not
readily observed in humans, there is nonetheless selection in humans on synonymous …
readily observed in humans, there is nonetheless selection in humans on synonymous …
Evolutionary constraint and innovation across hundreds of placental mammals
Zoonomia is the largest comparative genomics resource for mammals produced to date. By
aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect …
aligning genomes for 240 species, we identify bases that, when mutated, are likely to affect …
Jump-starting life: Balancing transposable element co-option and genome integrity in the develo** mammalian embryo
ME Oomen, ME Torres-Padilla - EMBO reports, 2024 - embopress.org
Remnants of transposable elements (TEs) are widely expressed throughout mammalian
embryo development. Originally infesting our genomes as selfish elements and acting as a …
embryo development. Originally infesting our genomes as selfish elements and acting as a …
Harmonized cross-species cell atlases of trigeminal and dorsal root ganglia
Sensory neurons in the dorsal root ganglion (DRG) and trigeminal ganglion (TG) are
specialized to detect and transduce diverse environmental stimuli to the central nervous …
specialized to detect and transduce diverse environmental stimuli to the central nervous …
Using a comprehensive atlas and predictive models to reveal the complexity and evolution of brain-active regulatory elements
Most genetic variants associated with psychiatric disorders are located in noncoding regions
of the genome. To investigate their functional implications, we integrate epigenetic data from …
of the genome. To investigate their functional implications, we integrate epigenetic data from …
Transposable elements as tissue-specific enhancers in cancers of endodermal lineage
Transposable elements (TE) are repetitive genomic elements that harbor binding sites for
human transcription factors (TF). A regulatory role for TEs has been suggested in embryonal …
human transcription factors (TF). A regulatory role for TEs has been suggested in embryonal …
DNAGPT: a generalized pre-trained tool for versatile DNA sequence analysis tasks
Pre-trained large language models demonstrate potential in extracting information from DNA
sequences, yet adapting to a variety of tasks and data modalities remains a challenge. To …
sequences, yet adapting to a variety of tasks and data modalities remains a challenge. To …
Regulatory transposable elements in the encyclopedia of DNA elements
Abstract Transposable elements (TEs) comprise~ 50% of our genome, but knowledge of
how TEs affect genome evolution remains incomplete. Leveraging ENCODE4 data, we …
how TEs affect genome evolution remains incomplete. Leveraging ENCODE4 data, we …
The developmental and evolutionary characteristics of transcription factor binding site clustered regions based on an explainable machine learning model
Z Ouyang, F Liu, W Li, J Wang, B Chen… - Nucleic Acids …, 2024 - academic.oup.com
Gene expression is temporally and spatially regulated by the interaction of transcription
factors (TFs) and cis-regulatory elements (CREs). The uneven distribution of TF binding sites …
factors (TFs) and cis-regulatory elements (CREs). The uneven distribution of TF binding sites …