Massively parallel assays and quantitative sequence–function relationships

JB Kinney, DM McCandlish - Annual review of genomics and …, 2019 - annualreviews.org
Over the last decade, a rich variety of massively parallel assays have revolutionized our
understanding of how biological sequences encode quantitative molecular phenotypes …

Different gene regulation strategies revealed by analysis of binding motifs

Z Wunderlich, LA Mirny - Trends in genetics, 2009 - cell.com
Coordinated regulation of gene expression relies on transcription factors (TFs) binding to
specific DNA sites. Our large-scale information–theoretical analysis of> 950 TF-binding …

Equitability, mutual information, and the maximal information coefficient

JB Kinney, GS Atwal - … of the National Academy of Sciences, 2014 - National Acad Sciences
How should one quantify the strength of association between two random variables without
bias for relationships of a specific form? Despite its conceptual simplicity, this notion of …

Evaluation of methods for modeling transcription factor sequence specificity

MT Weirauch, A Cote, R Norel, M Annala, Y Zhao… - Nature …, 2013 - nature.com
Genomic analyses often involve scanning for potential transcription factor (TF) binding sites
using models of the sequence specificity of DNA binding proteins. Many approaches have …

Using deep sequencing to characterize the biophysical mechanism of a transcriptional regulatory sequence

JB Kinney, A Murugan… - Proceedings of the …, 2010 - National Acad Sciences
Cells use protein-DNA and protein-protein interactions to regulate transcription. A
biophysical understanding of this process has, however, been limited by the lack of methods …

Information processing in living systems

G Tkačik, W Bialek - Annual Review of Condensed Matter …, 2016 - annualreviews.org
Life depends as much on the flow of information as on the flow of energy. Here we review
the many efforts to make this intuition precise. Starting with the building blocks of information …

From fitness landscapes to seascapes: non-equilibrium dynamics of selection and adaptation

V Mustonen, M Lässig - Trends in genetics, 2009 - cell.com
Evolution is a quest for innovation. Organisms adapt to changing natural selection by
evolving new phenotypes. Can we read this dynamics in their genomes? Not every mutation …

Inferring binding energies from selected binding sites

Y Zhao, D Granas, GD Stormo - PLoS computational biology, 2009 - journals.plos.org
We employ a biophysical model that accounts for the non-linear relationship between
binding energy and the statistics of selected binding sites. The model includes the chemical …

Quantitative analysis demonstrates most transcription factors require only simple models of specificity

Y Zhao, GD Stormo - Nature biotechnology, 2011 - nature.com
To the Editor: In his News Feature published in the February issue, Michael Eisenstein
outlines several alternative methods of drug delivery1 and discusses how several targets in …

Proximity labeling: an emerging tool for probing in planta molecular interactions

X Yang, Z Wen, D Zhang, Z Li, D Li, U Nagalakshmi… - Plant …, 2021 - cell.com
Protein–protein interaction (PPI) networks are key to nearly all aspects of cellular activity.
Therefore, the identification of PPIs is important for understanding a specific biological …