Biologistics—Diffusion coefficients for complete proteome of Escherichia coli

Motivation: Biologistics provides data for quantitative analysis of transport (diffusion) processes and their spatio-temporal correlations in cells. Mobility of proteins is one of the few parameters necessary to describe reaction rates for gene regulation. Although understanding of diffusion-limited biochemical reactions in vivo requires mobility data for the largest possible number of proteins in their native forms, currently, there is no database that would contain the complete information about the diffusion coefficients (DCs) of proteins in a given cell type. Results: We demonstrate a method for the determination of in vivo DCs for any molecule—regardless of its molecular weight, size and structure—in any type of cell. We exemplify the method with the database of in vivo DC for all proteins (4302 records) from the proteome of K12 strain of Escherichia coli, together with examples of DC of amino acids, sugars, RNA and DNA. The database follows from the scale-dependent viscosity reference curve (sdVRC). Construction of sdVRC for prokaryotic or eukaryotic cell requires ~20 in vivo measurements using techniques such as fluorescence correlation spectroscopy (FCS), fluorescence recovery after photobleaching (FRAP), nuclear magnetic resonance (NMR) or particle tracking. The shape of the sdVRC would be different for each organism, but the mathematical form of the curve remains the same. The presented method has a high predictive power, as the measurements of DCs of several inert, properly chosen probes in a single cell type allows to determine the DCs of thousands of proteins. Additionally, obtained mobility data allow quantitative study of biochemical interactions in vivo. Contact: rholyst@ichf.edu.pl Supplementary information: Supplementary data are available at Bioinformatics Online.

[1]  A. Ishihama,et al.  Fundamental structural units of the Escherichia coli nucleoid revealed by atomic force microscopy. , 2004, Nucleic acids research.

[2]  M. Elowitz,et al.  Protein Mobility in the Cytoplasm ofEscherichia coli , 1999, Journal of bacteriology.

[3]  H. Butt,et al.  Comparative analysis of viscosity of complex liquids and cytoplasm of mammalian cells at the nanoscale. , 2011, Nano letters.

[4]  陈奕欣 Ongoing and future developments at the Universal Protein Resource , 2011 .

[5]  T. Pederson Diffusional protein transport within the nucleus: a message in the medium , 2000, Nature Cell Biology.

[6]  A. Driessen,et al.  Protein translocation across the bacterial cytoplasmic membrane. , 2008, Annual review of biochemistry.

[7]  Lars Hufnagel,et al.  Quantitative fluorescence imaging of protein diffusion and interaction in living cells , 2011, Nature Biotechnology.

[8]  N. Thompson,et al.  Quantifying green fluorescent protein diffusion in Escherichia coli by using continuous photobleaching with evanescent illumination. , 2009, The journal of physical chemistry. B.

[9]  Ronald D Vale,et al.  The Molecular Motor Toolbox for Intracellular Transport , 2003, Cell.

[10]  L. Veenhoff,et al.  Molecular sieving properties of the cytoplasm of Escherichia coli and consequences of osmotic stress , 2010, Molecular microbiology.

[11]  Adrian H. Elcock,et al.  Diffusion, Crowding & Protein Stability in a Dynamic Molecular Model of the Bacterial Cytoplasm , 2010, PLoS Comput. Biol..

[12]  Ido Golding,et al.  RNA dynamics in live Escherichia coli cells. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Johan Elf,et al.  Effects of macromolecular crowding and DNA looping on gene regulation kinetics , 2009 .

[14]  J. Elf,et al.  Single-molecule investigations of the stringent response machinery in living bacterial cells , 2011, Proceedings of the National Academy of Sciences.

[15]  Mohit Kumar,et al.  Mobility of cytoplasmic, membrane, and DNA-binding proteins in Escherichia coli. , 2010, Biophysical journal.

[16]  Bert Poolman,et al.  Macromolecule diffusion and confinement in prokaryotic cells. , 2011, Current opinion in biotechnology.

[17]  J. Lippincott-Schwartz,et al.  Studying protein dynamics in living cells , 2001, Nature Reviews Molecular Cell Biology.

[18]  F. Sargent,et al.  The twin-arginine transport system: moving folded proteins across membranes. , 2007, Biochemical Society transactions.

[19]  M. Tehei,et al.  Down to atomic‐scale intracellular water dynamics , 2008 .

[20]  J. Pogliano The bacterial cytoskeleton. , 2008, Current opinion in cell biology.

[21]  M. Tabaka,et al.  Characterization of Caulobacter crescentus FtsZ Protein Using Dynamic Light Scattering* , 2012, The Journal of Biological Chemistry.

[22]  A. Ochab-Marcinek,et al.  Scale-dependent diffusion of spheres in solutions of flexible and rigid polymers: mean square displacement and autocorrelation function for FCS and DLS measurements , 2011 .

[23]  K. Dill,et al.  Physical limits of cells and proteomes , 2011, Proceedings of the National Academy of Sciences.

[24]  J. Pogliano,et al.  Intracellular mobility of plasmid DNA is limited by the ParA family of partitioning systems , 2008, Molecular microbiology.

[25]  A. Persoons,et al.  The size and shape of macromolecular structures: determination of the radius, the length and the persistance length of rod-like micelles of dodecyldimethylammonium chloride and bromide , 1985 .

[26]  J. Elf,et al.  Probing Transcription Factor Dynamics at the Single-Molecule Level in a Living Cell , 2007, Science.

[27]  Colin Robinson,et al.  Diffusion of Green Fluorescent Protein in Three Cell Environments in Escherichia Coli , 2006, Journal of bacteriology.

[28]  Albert Siryaporn,et al.  Superresolution imaging of ribosomes and RNA polymerase in live Escherichia coli cells , 2012, Molecular microbiology.

[29]  R. Hołyst,et al.  Movement of proteins in an environment crowded by surfactant micelles: anomalous versus normal diffusion. , 2006, The journal of physical chemistry. B.

[30]  Yu-Ling Shih,et al.  The Bacterial Cytoskeleton , 2006, Microbiology and Molecular Biology Reviews.

[31]  S. Leibler,et al.  An ultrasensitive bacterial motor revealed by monitoring signaling proteins in single cells. , 2000, Science.

[32]  Anja Nenninger,et al.  Size Dependence of Protein Diffusion in the Cytoplasm of Escherichia coli , 2010, Journal of bacteriology.

[33]  P. Garstecki,et al.  Diffusion and viscosity in a crowded environment: from nano- to macroscale. , 2006, The journal of physical chemistry. B.

[34]  A. Werner,et al.  Predicting translational diffusion of evolutionary conserved RNA structures by the nucleotide number , 2010, Nucleic acids research.

[35]  R. Mullins,et al.  In vivo visualization of type II plasmid segregation: bacterial actin filaments pushing plasmids , 2007, The Journal of cell biology.

[36]  N. W. Davis,et al.  The complete genome sequence of Escherichia coli K-12. , 1997, Science.

[37]  María Martín,et al.  Ongoing and future developments at the Universal Protein Resource , 2010, Nucleic Acids Res..

[38]  Irina A. Shkel,et al.  Crowding and Confinement Effects on Protein Diffusion In Vivo , 2006, Journal of bacteriology.

[39]  M. Tabaka,et al.  Scaling form of viscosity at all length-scales in poly(ethylene glycol) solutions studied by fluorescence correlation spectroscopy and capillary electrophoresis. , 2009, Physical chemistry chemical physics : PCCP.

[40]  Peter B. McGarvey,et al.  Infrastructure for the life sciences: design and implementation of the UniProt website , 2009, BMC Bioinformatics.

[41]  Rae M. Robertson,et al.  Diffusion of isolated DNA molecules: dependence on length and topology. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[42]  G. van den Bogaart,et al.  Protein mobility and diffusive barriers in Escherichia coli: consequences of osmotic stress , 2007, Molecular microbiology.

[43]  A S Verkman,et al.  Size-dependent DNA Mobility in Cytoplasm and Nucleus* , 2000, The Journal of Biological Chemistry.

[44]  Michael H Abraham,et al.  Fast calculation of van der Waals volume as a sum of atomic and bond contributions and its application to drug compounds. , 2003, The Journal of organic chemistry.

[45]  H. E. Kubitschek,et al.  Cell volume increase in Escherichia coli after shifts to richer media , 1990, Journal of bacteriology.