Analysis of live cell data with G-DNABERT supports a role for G-quadruplexes in chromatin looping DOI Creative Commons
Dmitry A. Konovalov, Dmitriy Umerenkov, Alan Herbert

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2024, Номер unknown

Опубликована: Июнь 25, 2024

Abstract Alternative DNA conformation formed by sequences called flipons potentially alter the readout of genetic information directing shape-specific assembly complexes on The biological roles G-quadruplexes motifs rich in guanosine repeats have been investigated experimentally using many different methodologies including G4-seq, G4 ChIP-seq, permanganate nuclease footprinting (KEx), KAS-seq, CUT&Tag with varying degrees overlap between results. Here we trained large language model DNABERT existing data generated KEx, a rapid chemical technique performed live, intact cells potassium permanganate. snapshot flipon state when combined results from other vitro methods that are permeabilized cells, allows high confidence mapping G-flipons to proximal enhancer and promoter sequences. Using G4-DNABERT predictions,with ENdb, Zoonomia cCREs single cell experiments, found support for where G4-quadruplexes regulate gene expression through chromatin loop formation.

Язык: Английский

A Compendium of G-flipon Biological Functions that have Experimental Validation DOI Open Access
Alan Herbert

Опубликована: Авг. 23, 2024

As with all new fields of discovery, work on the biological role G-quadruplexes (GQ) has produced a number results that at first glance are quite baffling, sometimes because they do not fit well together, but mostly different from commonly held expectations. Like other classes flipons, those form have repeat sequence motif enables fold. The canonical DNA (G3N1-7)3G3, where N is any nucleotide and G guanine, feature under active selection in avian mammalian genomes. involvement G-flipons genome maintenance traces back to invertebrate C. elegans ancient repair pathways. A for GQ transcription supported by observation yeast Rap1 protein binds both B-DNA, sequence-specific manner, GQ, structure-specific through same helix. Other factors (TF) also engage conformations. RNAs can modulate formation manner cellular machinery as localized TF, linking RNA world modern world. coevolution proteins studies early embryonic development, transient potentially coordinates epigenetic specification cell fate.

Язык: Английский

Процитировано

4

A Compendium of G-Flipon Biological Functions That Have Experimental Validation DOI Open Access
Alan Herbert

International Journal of Molecular Sciences, Год журнала: 2024, Номер 25(19), С. 10299 - 10299

Опубликована: Сен. 25, 2024

As with all new fields of discovery, work on the biological role G-quadruplexes (GQs) has produced a number results that at first glance are quite baffling, sometimes because they do not fit well together, but mostly different from commonly held expectations. Like other classes flipons, those form have repeat sequence motif enables fold. The canonical DNA (G3N1–7)3G3, where N is any nucleotide and G guanine, feature under active selection in avian mammalian genomes. involvement G-flipons genome maintenance traces back to invertebrate Caenorhabditis elegans ancient repair pathways. GQs transcription supported by observation yeast Rap1 protein binds both B-DNA, sequence-specific manner, GQs, structure-specific through same helix. Other factors (TFs) also engage conformations actuate cellular transactions. Noncoding RNAs can modulate GQ formation manner machinery as localized TFs, linking RNA world modern world. coevolution noncoding proteins studies early embryonic development, transient coordinates epigenetic specification cell fate.

Язык: Английский

Процитировано

2

Analysis of live cell data with G-DNABERT supports a role for G-quadruplexes in chromatin looping DOI Creative Commons
Dmitry A. Konovalov, Dmitriy Umerenkov, Alan Herbert

и другие.

bioRxiv (Cold Spring Harbor Laboratory), Год журнала: 2024, Номер unknown

Опубликована: Июнь 25, 2024

Abstract Alternative DNA conformation formed by sequences called flipons potentially alter the readout of genetic information directing shape-specific assembly complexes on The biological roles G-quadruplexes motifs rich in guanosine repeats have been investigated experimentally using many different methodologies including G4-seq, G4 ChIP-seq, permanganate nuclease footprinting (KEx), KAS-seq, CUT&Tag with varying degrees overlap between results. Here we trained large language model DNABERT existing data generated KEx, a rapid chemical technique performed live, intact cells potassium permanganate. snapshot flipon state when combined results from other vitro methods that are permeabilized cells, allows high confidence mapping G-flipons to proximal enhancer and promoter sequences. Using G4-DNABERT predictions,with ENdb, Zoonomia cCREs single cell experiments, found support for where G4-quadruplexes regulate gene expression through chromatin loop formation.

Язык: Английский

Процитировано

2