Comprehensive automation for NMR structure determination of proteins.

This chapter gives an overview of automated protein structure determination by nuclear magnetic resonance (NMR) with the UNIO protocol that enables high to full automation of all NMR data analysis steps involved. Four established algorithms, namely, the MATCH algorithm for sequence-specific resonance assignment, the ASCAN algorithm for side-chain resonance assignment, the CANDID algorithm for NOE assignment, and the ATNOS algorithm for signal identification in NMR spectra, are assembled into three principal UNIO NMR data analysis components (MATCH, ATNOS/ASCAN, and ATNOS/CANDID) that are accessed thanks to a particularly intuitive and flexible, yet powerful graphical user interface (GUI). UNIO is designed to work independently or in association with other NMR software. The principal data analysis components for sequence-specific backbone, side-chain and NOE assignment may be run separately or out of sequence. User-intervention at individual stages is encouraged and facilitated by graphical tools included for the preparation, analysis, validation, and subsequent presentation of the NMR structure.

[1]  Kurt Wüthrich,et al.  GARANT‐a general algorithm for resonance assignment of multidimensional nuclear magnetic resonance spectra , 1997 .

[2]  Hartmut Oschkinat,et al.  Computer-assisted assignment of multidimensional NMR spectra of proteins: Application to 3D NOESY-HMQC and TOCSY-HMQC spectra , 1993 .

[3]  K. Wüthrich NMR of proteins and nucleic acids , 1988 .

[4]  Peter Güntert,et al.  Automated NMR protein structure calculation , 2003 .

[5]  Charles D Schwieters,et al.  The Xplor-NIH NMR molecular structure determination package. , 2003, Journal of magnetic resonance.

[6]  Gordon M Crippen,et al.  CASA: An Efficient Automated Assignment of Protein Mainchain NMR Data Using an Ordered Tree Search Algorithm , 2005, Journal of biomolecular NMR.

[7]  Claudio Nicolini,et al.  Neural networks for the peak-picking of nuclear magnetic resonance spectra , 1993, Neural Networks.

[8]  Brian E Coggins,et al.  PACES: Protein sequential assignment by computer-assisted exhaustive search , 2003, Journal of biomolecular NMR.

[9]  R. Keller Optimizing the process of nuclear magnetic resonance spectrum analysis and computer aided resonance assignment , 2005 .

[10]  Chris Bailey-Kellogg,et al.  Inferential backbone assignment for sparse data , 2006, Journal of biomolecular NMR.

[11]  G. Montelione,et al.  Automated analysis of protein NMR assignments using methods from artificial intelligence. , 1997, Journal of molecular biology.

[12]  Chris Bailey-Kellogg,et al.  An efficient randomized algorithm for contact-based NMR backbone resonance assignment , 2006, Bioinform..

[13]  Jun Zhu,et al.  BioMagResBank database with sets of experimental NMR constraints corresponding to the structures of over 1400 biomolecules deposited in the Protein Data Bank , 2003, Journal of biomolecular NMR.

[14]  J. Markley,et al.  Evaluation of an algorithm for the automated sequential assignment of protein backbone resonances: A demonstration of the connectivity tracing assignment tools (CONTRAST) software package , 1994, Journal of biomolecular NMR.

[15]  Rochus Keller,et al.  SideLink: automated side-chain assignment of biopolymers from NMR data by relative-hypothesis-prioritization-based simulated logic. , 2006, Journal of magnetic resonance.

[16]  M Nilges,et al.  A calculation strategy for the structure determination of symmetric demers by 1H NMR , 1993, Proteins.

[17]  Peter Güntert,et al.  Automated structure determination from NMR spectra , 2009, European Biophysics Journal.

[18]  G. Marius Clore,et al.  Automated error-tolerant macromolecular structure determination from multidimensional nuclear Overhauser enhancement spectra and chemical shift assignments: improved robustness and performance of the PASD algorithm , 2008, Journal of biomolecular NMR.

[19]  K. Wüthrich,et al.  Torsion angle dynamics for NMR structure calculation with the new program DYANA. , 1997, Journal of molecular biology.

[20]  Torsten Herrmann,et al.  Protein NMR structure determination with automated NOE assignment using the new software CANDID and the torsion angle dynamics algorithm DYANA. , 2002, Journal of molecular biology.

[21]  Torsten Herrmann,et al.  Automated sequence-specific protein NMR assignment using the memetic algorithm MATCH , 2008, Journal of biomolecular NMR.

[22]  Peter Güntert,et al.  KUJIRA, a package of integrated modules for systematic and interactive analysis of NMR data directed to high-throughput NMR structure studies , 2007, Journal of biomolecular NMR.

[23]  Kurt Wüthrich,et al.  APSY-NMR with proteins: practical aspects and backbone assignment , 2008, Journal of biomolecular NMR.

[24]  M Geyer,et al.  AURELIA, a program for computer-aided analysis of multidimensional NMR spectra , 1995, Journal of biomolecular NMR.

[25]  Michael Nilges,et al.  ARIA: automated NOE assignment and NMR structure calculation , 2003, Bioinform..

[26]  M. Williamson,et al.  Automated protein structure calculation from NMR data , 2009, Journal of biomolecular NMR.

[27]  M Nilges,et al.  Calculation of protein structures with ambiguous distance restraints. Automated assignment of ambiguous NOE crosspeaks and disulphide connectivities. , 1995, Journal of molecular biology.

[28]  Bruce A. Johnson,et al.  NMR View: A computer program for the visualization and analysis of NMR data , 1994, Journal of biomolecular NMR.

[29]  Charles D Schwieters,et al.  Completely automated, highly error-tolerant macromolecular structure determination from multidimensional nuclear overhauser enhancement spectra and chemical shift assignments. , 2004, Journal of the American Chemical Society.

[30]  Horst Kessler,et al.  Automated backbone assignment of labeled proteins using the threshold accepting algorithm , 1998, Journal of biomolecular NMR.

[31]  W. Gronwald,et al.  Automated structure determination of proteins by NMR spectroscopy , 2004 .

[32]  Robert Powers,et al.  An integrated platform for automated analysis of protein NMR structures. , 2005, Methods in enzymology.

[33]  W. Gronwald,et al.  Automated assignment of NOESY NMR spectra using a knowledge based method (KNOWNOE) , 2002, Journal of biomolecular NMR.

[34]  Rochus Keller,et al.  AutoLink: automated sequential resonance assignment of biopolymers from NMR data by relative-hypothesis-prioritization-based simulated logic. , 2005, Journal of magnetic resonance.

[35]  GANA—a genetic algorithm for NMR backbone resonance assignment , 2005, Nucleic Acids Research.

[36]  Robert Powers,et al.  A topology‐constrained distance network algorithm for protein structure determination from NOESY data , 2005, Proteins.

[37]  Guang Zhu,et al.  Using Neural Network Predicted Secondary Structure Information in Automatic Protein NMR Assignment , 1997, J. Chem. Inf. Comput. Sci..

[38]  Ulrich Günther,et al.  Automated Protein NMR Structure Determination Using Wavelet De-noised NOESY Spectra , 2005, Journal of biomolecular NMR.

[39]  Arash Bahrami,et al.  Probabilistic Identification of Spin Systems and their Assignments including Coil–Helix Inference as Output (PISTACHIO) , 2005, Journal of biomolecular NMR.

[40]  H N Moseley,et al.  Automatic determination of protein backbone resonance assignments from triple resonance nuclear magnetic resonance data. , 2001, Methods in enzymology.

[41]  S. Talukdar,et al.  Automated probabilistic method for assigning backbone resonances of (13C,15N)-labeled proteins , 1997, Journal of biomolecular NMR.

[42]  Robert Powers,et al.  A common sense approach to peak picking in two-, three-, and four-dimensional spectra using automatic computer analysis of contour diagrams , 1991 .

[43]  Wen-Lian Hsu,et al.  RIBRA - An Error-Tolerant Algorithm for the NMR Backbone Assignment Problem , 2006, J. Comput. Biol..

[44]  Robert F. Boyko,et al.  CAMRA: Chemical shift based computer aided protein NMR assignments , 1998, Journal of biomolecular NMR.

[45]  P. J. Kraulis,et al.  ANSIG: A program for the assignment of protein 1H 2D NMR spectra by interactive computer graphics , 1989, Journal of Magnetic Resonance (1969).

[46]  A. Altieri,et al.  Automation of NMR structure determination of proteins. , 2004, Current opinion in structural biology.

[47]  Kurt Wüthrich,et al.  Solution NMR structure determination of proteins revisited , 2008, Journal of biomolecular NMR.

[48]  Martin Billeter,et al.  Fully automated sequence-specific resonance assignments of hetero- nuclear protein spectra , 2003, Journal of biomolecular NMR.

[49]  Werner Braun,et al.  Automated combined assignment of NOESY spectra and three-dimensional protein structure determination , 1997, Journal of biomolecular NMR.

[50]  G. Marius Clore,et al.  Using Xplor-NIH for NMR molecular structure determination , 2006 .

[51]  Hartmut Oschkinat,et al.  Tools for the automated assignment of high-resolution three-dimensional protein NMR spectra based on pattern recognition techniques , 1997, Journal of biomolecular NMR.

[52]  M. Billeter,et al.  Automated peak picking and peak integration in macromolecular NMR spectra using AUTOPSY. , 1998, Journal of magnetic resonance.

[53]  K Wüthrich,et al.  The program XEASY for computer-supported NMR spectral analysis of biological macromolecules , 1995, Journal of biomolecular NMR.

[54]  K. Wüthrich,et al.  Protein NMR structure determination with automated NOE-identification in the NOESY spectra using the new software ATNOS , 2002, Journal of biomolecular NMR.

[55]  H. Kalbitzer,et al.  A general Bayesian method for an automated signal class recognition in 2D NMR spectra combined with a multivariate discriminant analysis , 1995, Journal of biomolecular NMR.

[56]  Gaetano T Montelione,et al.  Automated analysis of protein NMR assignments and structures. , 2004, Chemical reviews.

[57]  Thomas Szyperski,et al.  A generalized approach to automated NMR peak list editing: application to reduced dimensionality triple resonance spectra. , 2004, Journal of magnetic resonance.

[58]  S. Grzesiek,et al.  NMRPipe: A multidimensional spectral processing system based on UNIX pipes , 1995, Journal of biomolecular NMR.

[59]  K. Wüthrich,et al.  FLATT—A new procedure for high-quality baseline correction of multidimensional NMR spectra , 1992 .

[60]  Francesco Fiorito,et al.  Automated Resonance Assignment of Proteins: 6 DAPSY-NMR , 2006, Journal of biomolecular NMR.

[61]  Francesco Fiorito,et al.  Automated amino acid side-chain NMR assignment of proteins using 13C- and 15N-resolved 3D [1H,1H]-NOESY , 2008, Journal of biomolecular NMR.

[62]  R J Read,et al.  Crystallography & NMR system: A new software suite for macromolecular structure determination. , 1998, Acta crystallographica. Section D, Biological crystallography.

[63]  Hans Robert Kalbitzer,et al.  Cluster analysis and multiplet pattern recognition in two-dimensional NMR spectra , 1990 .

[64]  J. Lukin,et al.  MONTE: An automated Monte Carlo based approach to nuclear magnetic resonance assignment of proteins , 2003, Journal of biomolecular NMR.