User profiles for Nathan Braniff

Nathan Braniff

University of California, San Diego
Verified email at uwaterloo.ca
Cited by 99

Cellular perception of growth rate and the mechanistic origin of bacterial growth law

C Wu, R Balakrishnan, N Braniff… - Proceedings of the …, 2022 - National Acad Sciences
Many cellular activities in bacteria are organized according to their growth rate. The notion
that ppGpp measures the cell’s growth rate is well accepted in the field of bacterial physiology…

[HTML][HTML] 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 …

New opportunities for optimal design of dynamic experiments in systems and synthetic biology

N Braniff, B Ingalls - Current Opinion in Systems Biology, 2018 - Elsevier
Recently developed dynamic experimental techniques offer new opportunities for the use of
model-based experimental design in the construction and refinement of predictive models of …

[HTML][HTML] Component characterization in a growth-dependent physiological context: optimal experimental design

N Braniff, M Scott, B Ingalls - Processes, 2019 - mdpi.com
Synthetic biology design challenges have driven the use of mathematical models to characterize
genetic components and to explore complex design spaces. Traditional approaches to …

Optimal experimental design for a bistable gene regulatory network

N Braniff, A Richards, B Ingalls - IFAC-PapersOnLine, 2019 - Elsevier
Accurate model calibration is essential for model-based design of synthetic gene regulatory
networks. Optimal experimental design (OED) techniques can be used to efficiently …

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 can …

[HTML][HTML] INAUGURAL ARTICLE by a Recently Elected Academy Member: Cellular perception of growth rate and the mechanistic origin of bacterial growth law

C Wu, R Balakrishnan, N Braniff, M Mori… - Proceedings of the …, 2022 - ncbi.nlm.nih.gov
During environmental changes such as diauxic shifts, E. coli responds by producing ppGpp (31).
Fig. 1A shows a typical diauxic growth curve in minimal medium containing glycerol …

NLoed: A Python package for nonlinear optimal experimental design in systems biology

N Braniff, T Pearce, Z Lu, M Astwood… - ACS Synthetic …, 2022 - ACS Publications
Modeling in systems and synthetic biology relies on accurate parameter estimates and
predictions. Accurate model calibration relies, in turn, on data and on how well suited the …

Integrative Analysis of Transcriptomic Data Applied to Prostate Cancer Metastasis

N Braniff - 2015 - library-archives.canada.ca
Prostate cancer is the most common non-dermatological cancer amongst men in the developed
world. The disease is manageable if detected early; treatment is thus becoming highly …

Microcolony Dynamics: Motion from Growth, Order, and Incompressibility

J Smith-Roberge - 2023 - uwspace.uwaterloo.ca
Rod-shaped bacteria such as E. coli reproduce by expanding along their long axis and
splitting into pairs of daughter cells. If conditions are favourable for growth, they will continue in …