Deep learning automates the quantitative analysis of individual cells in live-cell imaging experiments

DA Van Valen, T Kudo, KM Lane… - PLoS computational …, 2016 - journals.plos.org
Live-cell imaging has opened an exciting window into the role cellular heterogeneity plays
in dynamic, living systems. A major critical challenge for this class of experiments is the …

Figure 1 theory meets figure 2 experiments in the study of gene expression

R Phillips, NM Belliveau, G Chure… - Annual review of …, 2019 - annualreviews.org
It is tempting to believe that we now own the genome. The ability to read and rewrite it at will
has ushered in a stunning period in the history of science. Nonetheless, there is an Achilles' …

A plasmid system with tunable copy number

MV Rouches, Y Xu, LBG Cortes, G Lambert - Nature communications, 2022 - nature.com
Plasmids are one of the most commonly used platforms for genetic engineering and
recombinant gene expression in bacteria. The range of available copy numbers for cloning …

Theory in biology: Figure 1 or Figure 7?

R Phillips - Trends in cell biology, 2015 - cell.com
The pace of modern science is staggering. The quantities of data now flowing from DNA
sequencers, fluorescence and electron microscopes, mass spectrometers, and other mind …

Genetic circuit characterization by inferring RNA polymerase movement and ribosome usage

A Espah Borujeni, J Zhang, H Doosthosseini… - Nature …, 2020 - nature.com
To perform their computational function, genetic circuits change states through a symphony
of genetic parts that turn regulator expression on and off. Debugging is frustrated by an …

Deciphering the regulatory genome of Escherichia coli, one hundred promoters at a time

WT Ireland, SM Beeler, E Flores-Bautista, NS McCarty… - Elife, 2020 - elifesciences.org
Advances in DNA sequencing have revolutionized our ability to read genomes. However,
even in the most well-studied of organisms, the bacterium Escherichia coli, for≈ 65% of …

Dynamics of transcription factor binding site evolution

M Tuğrul, T Paixao, NH Barton, G Tkačik - PLoS genetics, 2015 - journals.plos.org
Evolution of gene regulation is crucial for our understanding of the phenotypic differences
between species, populations and individuals. Sequence-specific binding of transcription …

[HTML][HTML] Tuning transcriptional regulation through signaling: a predictive theory of allosteric induction

M Razo-Mejia, SL Barnes, NM Belliveau, G Chure… - Cell systems, 2018 - cell.com
Allosteric regulation is found across all domains of life, yet we still lack simple, predictive
theories that directly link the experimentally tunable parameters of a system to its input …

Intrinsic limits to gene regulation by global crosstalk

T Friedlander, R Prizak, CC Guet, NH Barton… - Nature …, 2016 - nature.com
Gene regulation relies on the specificity of transcription factor (TF)–DNA interactions. Limited
specificity may lead to crosstalk: a regulatory state in which a gene is either incorrectly …

Mapping DNA sequence to transcription factor binding energy in vivo

SL Barnes, NM Belliveau, WT Ireland… - PLoS computational …, 2019 - journals.plos.org
Despite the central importance of transcriptional regulation in biology, it has proven difficult
to determine the regulatory mechanisms of individual genes, let alone entire gene networks …