User profiles for Y. Orenstein
Yaron OrensteinComputer Science and Life Sciences, Bar-Ilan University Verified email at biu.ac.il Cited by 1539 |
An overview on nucleic-acid G-quadruplex prediction: from rule-based methods to deep neural networks
K Elimelech-Zohar, Y Orenstein - Briefings in Bioinformatics, 2023 - academic.oup.com
Nucleic-acid G-quadruplexes (G4s) play vital roles in many cellular processes. Due to their
importance, researchers have developed experimental assays to measure nucleic-acid G4s …
importance, researchers have developed experimental assays to measure nucleic-acid G4s …
Transcription factor family‐specific DNA shape readout revealed by quantitative specificity models
Transcription factors ( TF s) achieve DNA ‐binding specificity through contacts with functional
groups of bases (base readout) and readout of structural properties of the double helix (…
groups of bases (base readout) and readout of structural properties of the double helix (…
A comparative analysis of transcription factor binding models learned from PBM, HT-SELEX and ChIP data
Y Orenstein, R Shamir - Nucleic acids research, 2014 - academic.oup.com
Understanding gene regulation is a key challenge in today's biology. The new technologies
of protein-binding microarrays (PBMs) and high-throughput SELEX (HT-SELEX) allow …
of protein-binding microarrays (PBMs) and high-throughput SELEX (HT-SELEX) allow …
RCK: accurate and efficient inference of sequence-and structure-based protein–RNA binding models from RNAcompete data
Motivation: Protein–RNA interactions, which play vital roles in many processes, are mediated
through both RNA sequence and structure. CLIP-based methods, which measure protein–…
through both RNA sequence and structure. CLIP-based methods, which measure protein–…
rG4detector, a novel RNA G-quadruplex predictor, uncovers their impact on stress granule formation
… We thank members of Orenstein, Hornstein and Monchaud groups for helpful critiques, …
Research in the Orenstein lab was supported by the Israel Cancer Association [20221519]; Israel …
Research in the Orenstein lab was supported by the Israel Cancer Association [20221519]; Israel …
ElemeNT: a computational tool for detecting core promoter elements
Core promoter elements play a pivotal role in the transcriptional output, yet they are often
detected manually within sequences of interest. Here, we present 2 contributions to the …
detected manually within sequences of interest. Here, we present 2 contributions to the …
A deep neural network approach for learning intrinsic protein-RNA binding preferences
Motivation The complexes formed by binding of proteins to RNAs play key roles in many
biological processes, such as splicing, gene expression regulation, translation and viral …
biological processes, such as splicing, gene expression regulation, translation and viral …
Comprehensive, high-resolution binding energy landscapes reveal context dependencies of transcription factor binding
… Calculated assay accuracies ( r 2 × f r a c t i o n o f l i b r a r y o b s e r v e d ) for simulated
HTS of these distributions reveal two regimes with decreased accuracy (SI Appendix, Fig. S5): …
HTS of these distributions reveal two regimes with decreased accuracy (SI Appendix, Fig. S5): …
Improving the performance of minimizers and winnowing schemes
… Let’s define the event Y i , j that the window W i is charged, given that there are j elements
of U k , w in the longer … Hence, when j = 1, W i cannot be charged and P [ Y i , 1 ] has to be 0. …
of U k , w in the longer … Hence, when j = 1, W i cannot be charged and P [ Y i , 1 ] has to be 0. …
Custom DNA microarrays reveal diverse binding preferences of proteins and small molecules to thousands of G-quadruplexes
…, N Assad, M Barshai, G Wu, Y Orenstein… - ACS chemical …, 2020 - ACS Publications
… (A) Cy5-PDS binding (x-axis) vs binding in the presence of 100 nM TMPyP4 (y-axis). (B)
Cy5-PDS binding (x-axis) vs binding in the presence of 20 μM DC-34 (y-axis). Highlighted are …
Cy5-PDS binding (x-axis) vs binding in the presence of 20 μM DC-34 (y-axis). Highlighted are …