DCDE: an efficient deep convolutional divergence encoding method for human promoter recognition

W Xu, L Zhu, DS Huang - IEEE transactions on nanobioscience, 2019 - ieeexplore.ieee.org
Efficient human promoter feature extraction is still a major challenge in genome analysis as
it can better understand human gene regulation and will be useful for experimental …

Identifying promoter sequence architectures via a chunking-based algorithm using non-negative matrix factorisation

S Nikumbh, B Lenhard - PLOS Computational Biology, 2023 - journals.plos.org
Core promoters are stretches of DNA at the beginning of genes that contain information that
facilitates the binding of transcription initiation complexes. Different functional subsets of …

Disentangling transcription factor binding site complexity

R Eggeling - Nucleic acids research, 2018 - academic.oup.com
The binding motifs of many transcription factors (TFs) comprise a higher degree of
complexity than a single position weight matrix model permits. Additional complexity is …

THiCweed: fast, sensitive detection of sequence features by clustering big datasets

A Agrawal, SV Sambare, L Narlikar… - Nucleic acids …, 2018 - academic.oup.com
We present THiCweed, a new approach to analyzing transcription factor binding data from
high-throughput chromatin immunoprecipitation-sequencing (ChIP-seq) experiments …

[PDF][PDF] Promoter Recognition in Human DNA Sequence Using Deep Learning

A Kapoor, U Sharma, SD Sharma - 2020 - ir.juit.ac.in
Extraction of human promoter features is still a major obstacle in genome research but
knowing gene expression control is an essential part of understanding gene activity …

Nuclear Architecture from Chromosomes to Motifs [HBNI Th158]

A Agrawal - 2019 - imsc.res.in
This thesis is divided into 5 chapters. In Chapter 1, the Introduction, we summarise the
necessary background to the work described in this thesis, including a discussion of major …

MINDFUL: A Method to Identify Novel and Diverse Signals with Fast, Unsupervised Learning

M Parulekar, L Narlikar - bioRxiv, 2019 - biorxiv.org
With rapid advances in experimental methods that map transcription start sites (TSSs) at a
high resolution, there is a need to characterize the sequence diversity of TSS …

[PDF][PDF] Nuclear Architecture from Chromosomes to Motifs

A Agrawal - 2019 - researchgate.net
In eukaryotic cells, the term chromatin describes DNA as found in vivo, where it binds to
scaffolding and other DNA-binding proteins as well as specific short RNA sequences. DNA …

[PDF][PDF] Enhancer-responsiveness and-specificity of Core Promoters in Gene Transcription

MMA Zabidi - 2017 - phaidra.univie.ac.at
Animal development is attributed to differential gene expression that is tightly regulated.
Genes are transcribed from core promoters, sequences of around 100 base pairs (bp) …