Dramatic reduction of dimensionality in large biochemical networks due to strong pair correlations

Michael Dworkin, Sayak Mukherjee, Ciriyam Jayaprakash +1

Large multidimensionality of high-throughput datasets pertaining to cell signaling and gene regulation renders it difficult to extract mechanisms underlying the complex kinetics in…