TY - JOUR
T1 - Global characterization of in vivo enzyme catalytic rates and their correspondence to in vitro kcat measurements
AU - Davidi, Dan
AU - Noor, Elad
AU - Liebermeister, Wolfram
AU - Bar-Even, Arren
AU - Flamholz, Avi
AU - Tummler, Katja
AU - Barenholz, Uri
AU - Goldenfeld, Miki
AU - Shlomi, Tomer
AU - Milo, Ron
N1 - We thank Matthias Heinemann for supplying data and help with analysis. We thank Dan Tawfik, Leeat Keren, Niv Antonovsky, Daniel Segré, Christopher Marx, Lianet Noda, Martin Lercher, Nathan Lewis, Kasper Valgepea, and Shlomi Reuveni for fruitful discussions. This work was funded by the European Research Council (Project SYMPAC 260392); Dana and Yossie Hollander; Helmsley Charitable Foundation; Israel Ministry of Science; and The Larson Charitable Foundation. R.M. is the Charles and Louise Gartner Professional Chair and an European Molecular Biology Organization Young Investigator Program member. D.D. and E.N. contributed equally to this work. Author contributions: D.D., E.N., W.L., A.B.-E., and R.M. designed research; D.D., E.N., and M.G. performed research; D.D., E.N., and R.M. analyzed data; K.T., U.B., and T.S. contributed new reagents/analytic tools; and D.D., E.N., W.L., A.F., and R.M. wrote the paper.
PY - 2016/3/22
Y1 - 2016/3/22
N2 - Turnover numbers, also known as kcat values, are fundamental properties of enzymes. However, kcat data are scarce and measured in vitro, thus may not faithfully represent the in vivo situation. A basic question that awaits elucidation is: how representative are kcat values for the maximal catalytic rates of enzymes in vivo? Here, we harness omics data to calculate kvivomax, the observed maximal catalytic rate of an enzyme inside cells. Comparison with kcat values from Escherichia coli, yields a correlation of r2= 0.62 in log scale (p < 10−10), with a root mean square difference of 0.54 (3.5-fold in linear scale), indicating that in vivo and in vitro maximal rates generally concur. By accounting for the degree of saturation of enzymes and the backward flux dictated by thermodynamics, we further refine the correspondence between kvivomax and kcat values. The approach we present here characterizes the quantitative relationship between enzymatic catalysis in vitro and in vivo and offers a high-throughput method for extracting enzyme kinetic constants from omics data.
AB - Turnover numbers, also known as kcat values, are fundamental properties of enzymes. However, kcat data are scarce and measured in vitro, thus may not faithfully represent the in vivo situation. A basic question that awaits elucidation is: how representative are kcat values for the maximal catalytic rates of enzymes in vivo? Here, we harness omics data to calculate kvivomax, the observed maximal catalytic rate of an enzyme inside cells. Comparison with kcat values from Escherichia coli, yields a correlation of r2= 0.62 in log scale (p < 10−10), with a root mean square difference of 0.54 (3.5-fold in linear scale), indicating that in vivo and in vitro maximal rates generally concur. By accounting for the degree of saturation of enzymes and the backward flux dictated by thermodynamics, we further refine the correspondence between kvivomax and kcat values. The approach we present here characterizes the quantitative relationship between enzymatic catalysis in vitro and in vivo and offers a high-throughput method for extracting enzyme kinetic constants from omics data.
UR - http://www.scopus.com/inward/record.url?scp=84962212496&partnerID=8YFLogxK
U2 - 10.1073/pnas.1514240113
DO - 10.1073/pnas.1514240113
M3 - مقالة
SN - 0027-8424
VL - 113
SP - 3401
EP - 3406
JO - PNAS
JF - PNAS
IS - 12
ER -