Decoding biology with massively parallel reporter assays and machine learning
Massively parallel reporter assays (MPRAs) are powerful tools for quantifying the impacts of
sequence variation on gene expression. Reading out molecular phenotypes with …
sequence variation on gene expression. Reading out molecular phenotypes with …
Using Machine Learning to Enhance and Accelerate Synthetic Biology
Engineering synthetic regulatory circuits with precise input-output behavior—a central goal
in synthetic biology—remains encumbered by the inherent molecular complexity of cells …
in synthetic biology—remains encumbered by the inherent molecular complexity of cells …
[HTML][HTML] The regulatory landscape of 5′ UTRs in translational control during zebrafish embryogenesis
MM Reimão-Pinto, SM Castillo-Hair, G Seelig… - bioRxiv, 2023 - ncbi.nlm.nih.gov
The 5′ UTRs of mRNAs are critical for translation regulation, but their in vivo regulatory
features are poorly characterized. Here, we report the regulatory landscape of 5′ UTRs …
features are poorly characterized. Here, we report the regulatory landscape of 5′ UTRs …
[HTML][HTML] Identification, Design, and Application of Noncoding Cis-Regulatory Elements
L Xu, Y Liu - Biomolecules, 2024 - mdpi.com
Cis-regulatory elements (CREs) play a pivotal role in orchestrating interactions with trans-
regulatory factors such as transcription factors, RNA-binding proteins, and noncoding RNAs …
regulatory factors such as transcription factors, RNA-binding proteins, and noncoding RNAs …
ML-driven design of 3'UTRs for mRNA stability
AK Morrow, A Thornal, ED Flynn, E Hoelzli, M Shan… - bioRxiv, 2024 - biorxiv.org
Using mRNA as a therapeutic has received enormous attention in the last few years, but
instability of the molecule remains a hurdle to achieving long-lasting therapeutic levels of …
instability of the molecule remains a hurdle to achieving long-lasting therapeutic levels of …
High-resolution profiling reveals coupled transcriptional and translational regulation of transgenes
EL Peterman, DS Ploessl, KS Love, V Sanabria… - bioRxiv, 2024 - biorxiv.org
Concentrations of RNAs and proteins provide important determinants of cell fate. Robust
gene circuit design requires an understanding of how the combined actions of individual …
gene circuit design requires an understanding of how the combined actions of individual …
Joint Design of 5'Untranslated Region and Coding Sequence of mRNA
Y Liu, J Gao, X Zhang, X Fang - arXiv preprint arXiv:2410.20781, 2024 - arxiv.org
Messenger RNA (mRNA) vaccines and therapeutics are emerging as powerful tools against
a variety of diseases, including infectious diseases and cancer. The design of mRNA …
a variety of diseases, including infectious diseases and cancer. The design of mRNA …
Deciphering RNA regulation with a foundation language model
H Zhou, Y Hu, Y Zheng, J Li, J Peng, G Zhang, Z Wang - bioRxiv, 2024 - biorxiv.org
RNAs are widely regulated in cellular processes by their cis-regulatory elements and trans-
acting RNA binding proteins, the information of which is encoded in RNA sequences …
acting RNA binding proteins, the information of which is encoded in RNA sequences …
Natural Language Processing for Language of Life (mRNA vaccine design)
S Pathak - 2024 - era.library.ualberta.ca
The COVID-19 pandemic accelerated the development of mRNA vaccines, yet identifying
the optimal mRNA sequence for human use, particularly for the SARS-CoV-2 spike protein …
the optimal mRNA sequence for human use, particularly for the SARS-CoV-2 spike protein …
Transcript cleavage and polyadenylation in plants
S Gorjifard - 2023 - search.proquest.com
Eukaryotic gene expression is finely regulated at the post-transcriptional level by the
untranslated regions of mRNA. The coding sequence (CDS) of mRNA is flanked by 5'-and 3' …
untranslated regions of mRNA. The coding sequence (CDS) of mRNA is flanked by 5'-and 3' …