Shaping bacterial gene expression by physiological and proteome allocation constraints

M Scott, T Hwa - Nature Reviews Microbiology, 2023 - nature.com
Networks of molecular regulators are often the primary objects of focus in the study of gene
regulation, with the machinery of protein synthesis tacitly relegated to the background …

Statistical design of experiments for synthetic biology

J Gilman, L Walls, L Bandiera… - ACS synthetic …, 2021 - ACS Publications
The design and optimization of biological systems is an inherently complex undertaking that
requires careful balancing of myriad synergistic and antagonistic variables. However …

Deep reinforcement learning for optimal experimental design in biology

NJ Treloar, N Braniff, B Ingalls… - PLOS Computational …, 2022 - journals.plos.org
The field of optimal experimental design uses mathematical techniques to determine
experiments that are maximally informative from a given experimental setup. Here we apply …

A continuation technique for maximum likelihood estimators in biological models

T Cassidy - Bulletin of Mathematical Biology, 2023 - Springer
Estimating model parameters is a crucial step in mathematical modelling and typically
involves minimizing the disagreement between model predictions and experimental data …

Quantitative modeling of the interplay between synthetic gene circuits and host physiology: experiments, results, and prospects

I Sánchez-Osorio, CA Hernández-Martínez… - Current opinion in …, 2020 - Elsevier
Highlights•The lack of predictive understanding of circuit behavior limits synthetic biology.•A
major reason for this is the complex interplay between circuit and host state.•Quantitative …

Towards the implementation of distributed systems in synthetic biology

NJ Treloar - 2022 - discovery.ucl.ac.uk
The design and construction of engineered biological systems has made great strides over
the last few decades and a growing part of this is the application of mathematical and …

Computational methods enabling next-generation bioprocesses

JR Banga, F Menolascina - Processes, 2019 - mdpi.com
Synthetic biology—the engineering of cells to rewire the biomolecular networks inside them—
has witnessed phenomenal progress. In a little over a decade it has evolved from …

Recent progress in DNA parts standardization and characterization

SS Deb, SMS Reshamwala - Advances in Synthetic Biology, 2020 - Springer
Synthetic Biology, which is the 'engineering of biology', depends on well-characterized and
standard genetic elements that can be assembled together to construct complex, multi …

Optimal Experimental Design Applied to Models of Microbial Gene Regulation

N Braniff - 2020 - uwspace.uwaterloo.ca
Microbial gene expression is a comparatively well understood process, but regulatory
interactions between genes can give rise to complicated behaviours. Regulatory networks …