| | | | | Table of ContentsReports Articles News & Views Articles News & Views Articles | Volume 11, Number 3 | Reports | Drugs that reverse the omic signatures associated with dyslipidemia are shown to also restore physiological markers to their normal baselines. This provides a sound basis to computational methods that identify compounds which reverse a disease's omic signatures as potential therapeutic agents. Allon Wagner, Noa Cohen, Thomas Kelder, Uri Amit, Elad Liebman, David M Steinberg, Marijana Radonjic, and Eytan Ruppin | Articles | High content image analysis of hundreds of thousands of single cells in combination with statistical modeling reveals relationships between cell shape and NF‐κB localization in normal and tumor breast epithelial cells. Julia E Sero, Heba Zuhair Sailem, Rico Chandra Ardy, Hannah Almuttaqi, Tongli Zhang, and Chris Bakal | | A platform for mining metagenomic DNA for genes contributing to fitness of commensal bacteria in vivo is presented. Temporal FUnctional Metagenomics sequencing (TFUMseq) uses shotgun libraries cloned into a recipient bacterial species, tracked over time in gnotobiotic mice by deep sequencing and computational methods. Stephanie J Yaung, Luxue Deng, Ning Li, Jonathan L Braff, George M Church, Lynn Bry, Harris H Wang, and Georg K Gerber | News & Views | A functional metagenomics platform presented by Wang, Gerber, and colleagues (Yaung et al 2015) allows mining of bacterial genomes for genes that contribute to fitness in vivo and holds great potential for forward engineering microbes with enhanced colonization abilities in the microbiota. Jeremiah J Faith | Articles | Analysis of the mechanisms controlling liver regeneration in response to hepatocyte growth factor (HGF), using single cell and population data combined with mathematical modeling, reveals that CDK2 phosphorylated at T160 acts as gate‐keeper for hepatocyte proliferation. Stephanie Mueller, Jérémy Huard, Katharina Waldow, Xiaoyun Huang, Lorenza A D'Alessandro, Sebastian Bohl, Kathleen Börner, Dirk Grimm, Steffen Klamt, Ursula Klingmüller, and Marcel Schilling | | Fast‐growing E. coli cells are found to be more susceptible to reversibly‐binding ribosome‐targeting antibiotics while the opposite is true for irreversibly‐binding antibiotics. A coarse‐grained model explains this growth‐dependent susceptibility. Philip Greulich, Matthew Scott, Martin R Evans, and Rosalind J Allen | | Adaptive responses to RAF/MEK inhibitors are analyzed systematically across a panel of BRAFV600E melanoma lines to reveal a role for cell‐to‐cell variability induced by the JNK/c‐Jun pathway and other factors in adaptive drug resistance. Mohammad Fallahi‐Sichani, Nathan J Moerke, Mario Niepel, Tinghu Zhang, Nathanael S Gray, and Peter K Sorger | News & Views | Protein–protein interaction network dynamics remain difficult to assay by most existing techniques. A kinase‐dependent yeast two‐hybrid framework by Stelzl and colleagues (Grossmann et al, 2015) allows analysing how tyrosine phosphorylation controls interactome dynamics under varying conditions. David Ochoa and Pedro Beltrao | Articles | A modified yeast two‐hybrid approach employed on a large scale generates a network of 292 human phospho‐tyrosine (pY)‐dependent protein–protein interactions. Conditional interactions are validated, and pY‐dependent interaction specificity and network features are assessed. Arndt Grossmann, Nouhad Benlasfer, Petra Birth, Anna Hegele, Franziska Wachsmuth, Luise Apelt, and Ulrich Stelzl | | | |
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