Abstract:
:Simulated neural networks are described which aid the assignment of protein NMR spectra. A network trained to recognize amino acid type from TOCSY data was trained on 148 assigned spin systems from E. coli acyl carrier proteins (ACPs) and tested on spin systems from spinach ACP, which has a 37% sequence homology with E. coli ACP and a similar secondary structure. The output unit corresponding to the correct amino acid is one of the four most activated units in 83% of the spin systems tested. The utility of this information is illustrated by a second network which uses a constraint satisfaction algorithm to find the best fit of the spin systems to the amino acid sequence. Application to a stretch of 20 amino acids in spinach ACP results in 75% correct sequential assignment. Since the output of the amino acid type identification network can be coupled with a variety of sequential assignment strategies, the approach offers substantial potential for expediting assignment of protein NMR spectra.
journal_name
J Biomol NMRjournal_title
Journal of biomolecular NMRauthors
Hare BJ,Prestegard JHdoi
10.1007/BF00178334subject
Has Abstractpub_date
1994-01-01 00:00:00pages
35-46issue
1eissn
0925-2738issn
1573-5001journal_volume
4pub_type
杂志文章abstract::Temperature coefficients have been measured for backbone amide (1)H and (15)N nuclei in the B1 domain of protein G (GB1), using temperatures in the range 283-313 K, and pH values from 2.0 to 9.0. Many nuclei display pH-dependent coefficients, which were fitted to one or two pK(a) values. (1)H coefficients showed the e...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-011-9583-4
更新日期:2012-01-01 00:00:00
abstract::Two-dimensional versions of HNCA and HNCO experiments are described, which provide essentially the same information as the 3D sequence. A multiple-quantum coherence involving either 15N and 13C alpha or 15N and 13CO is created. One of the two frequencies is given by the middle point between the two cross peaks (zero- ...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF00179343
更新日期:1994-05-01 00:00:00
abstract::Detection of (15)N in multidimensional NMR experiments of proteins has sparsely been utilized because of the low gyromagnetic ratio (γ) of nitrogen and the presumed low sensitivity of such experiments. Here we show that selecting the TROSY components of proton-attached (15)N nuclei (TROSY (15)NH) yields high quality s...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-015-9991-y
更新日期:2015-12-01 00:00:00
abstract::Pseudocontact shifts (PCS) induced by tags loaded with paramagnetic lanthanide ions provide powerful long-range structure information, provided the location of the metal ion relative to the target protein is known. Usually, the metal position is determined by fitting the magnetic susceptibility anisotropy (Δχ) tensor ...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-015-0003-z
更新日期:2016-01-01 00:00:00
abstract::Resonance assignment is a prerequisite for almost any NMR-based study of proteins. It can be very challenging in some cases, however, due to the nature of the protein under investigation. This is the case with intrinsically disordered proteins, for example, whose NMR spectra suffer from low chemical shifts dispersion ...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-016-0024-2
更新日期:2016-03-01 00:00:00
abstract::In our previous work, we proposed a new way to represent protein native states, using ensembles of a small number of conformations with relative Populations, or ESP in short. Using Ubiquitin as an example, we showed that using a small number of conformations could greatly reduce the potential of overfitting and assign...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-015-9993-9
更新日期:2015-12-01 00:00:00
abstract::A simple constant-time 3D heteronuclear NMR pulse sequence has been developed to quantitatively determine the heteronuclear three-bond couplings 3J(HN,C') and 3J(H beta,C') in uniformly 13C-enriched proteins. The protocols for measuring accurate coupling constants are based on 1H,13C-heteronuclear relayed E.COSY [Schm...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF00203824
更新日期:1996-03-01 00:00:00
abstract::We have developed a tool for computer-assisted assignments of protein NMR spectra from triple resonance data. The program is designed to resemble established manual assignment procedures as closely as possible. IBIS exports its results in XEASY format. Thus, using IBIS the operator has continuous visual and accounting...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1023/a:1024078926886
更新日期:2003-08-01 00:00:00
abstract::We discuss the optimum experimental conditions to obtain assignment spectra for solid proteins at magic-angle spinning (MAS) frequencies around 100 kHz. We present a systematic examination of the MAS dependence of the amide proton T 2' times and a site-specific comparison of T 2' at 93 kHz versus 60 kHz MAS frequency....
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-015-9975-y
更新日期:2015-10-01 00:00:00
abstract::Recently we have shown that HMQC spectra of protonated methyl groups in high molecular weight, highly deuterated proteins have large enhancements in sensitivity and resolution relative to HSQC-generated data sets. These enhancements derive from a TROSY effect in which complete cancellation of intra-methyl (1)H-(1)H an...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1023/B:JNMR.0000013824.93994.1f
更新日期:2004-02-01 00:00:00
abstract::The process of resonance assignment represents a time-consuming and potentially error-prone bottleneck in structural studies of proteins by solid-state NMR (ssNMR). Software for the automation of this process is therefore of high interest. Procedures developed through the last decades for solution-state NMR are not di...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-014-9835-1
更新日期:2014-06-01 00:00:00
abstract::No matter the source of compounds, drug discovery campaigns focused directly on the target are entirely dependent on a consistent stream of reliable data that reports on how a putative ligand interacts with the protein of interest. The data will derive from many sources including enzyme assays and many types of biophy...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-020-00343-9
更新日期:2020-11-01 00:00:00
abstract::The P1 adhesin (aka Antigen I/II or PAc) of the cariogenic bacterium Streptococcus mutans is a cell surface-localized protein involved in sucrose-independent adhesion and colonization of the tooth surface. The immunoreactive and adhesive properties of S. mutans suggest an unusual functional quaternary ultrastructure c...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-016-0017-1
更新日期:2016-02-01 00:00:00
abstract::We have developed an approach for simultaneous structure calculation and automatic Nuclear Overhauser Effect (NOE) assignment to solve nuclear magnetic resonance (NMR) structures from unassigned NOESY data. The approach, autoNOE-Rosetta, integrates Resolution Adapted Structural RECombination (RASREC) Rosetta NMR calcu...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-014-9833-3
更新日期:2014-07-01 00:00:00
abstract::The solvent-exposed regions of (U-13C)ascomycin when bound to its putative target protein, FKBP, have been identified based on the different proton longitudinal relaxation rates (R1 = 1/T1) measured in the absence and presence of the paramagnetic relaxation reagent, 4-hydroxy-2,2,6,6-tetramethyl-piperidinyl-1-oxy (HyT...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF02192797
更新日期:1992-01-01 00:00:00
abstract::Hydroxyl protons on serine and threonine residues are not well characterized in protein structures determined by both NMR spectroscopy and X-ray crystallography. In the case of NMR spectroscopy, this is in large part because hydroxyl proton signals are usually hidden under crowded regions of (1)H-NMR spectra and remai...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-013-9799-6
更新日期:2014-01-01 00:00:00
abstract::Two methods for the measurement of homonuclear 3J(HNH)alpha coupling constants are described. Both HSQC- and HMQC-type experiments employ 'quantitative J-correlation', in which the coupling constant of interest is obtained from the intensity ratio of cross peaks of two spectra. The first spectrum is acquired with 3J(H...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1023/a:1008343926502
更新日期:2000-01-01 00:00:00
abstract::Artifacts associated with the measurement of methyl (1)H single quantum CPMG-based relaxation dispersion profiles are described. These artifacts arise due to the combination of cross-correlated spin relaxation effects involving intra-methyl (1)H-(1)H dipolar interactions and imperfections in (1)H refocusing pulses tha...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-005-2468-7
更新日期:2005-04-01 00:00:00
abstract::Protein structure determination by NMR methods has started in the mid-eighties and has been growing steadily since then. Ca. 14% of the protein structures deposited in the PDB have been solved by NMR. The evaluation of the quality of NMR structures however is still lacking a well-established practice. In this work, we...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-008-9228-4
更新日期:2008-04-01 00:00:00
abstract::New nuclear magnetic resonance (NMR) methods are described for the measurement of cross-correlation rates of zero- and double-quantum coherences involving two nitrogen nuclei belonging to successive amino acids in proteins and peptides. Rates due to the concerted fluctuations of two NH(N) dipole-dipole interactions an...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1023/a:1023076212536
更新日期:2003-04-01 00:00:00
abstract::The ATP binding cassette transporter TAPL translocates cytosolic peptides into the lumen of lysosomes driven by the hydrolysis of ATP. Functionally, this transporter can be divided into coreTAPL, comprising the transport function, and an additional N-terminal transmembrane domain called TMD0, which is essential for ly...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-013-9774-2
更新日期:2013-10-01 00:00:00
abstract::The conformation of chymotryptic fragment C2 of bacteriohodopsin (residues 1-71) was studied by 2D 1H NMR. The fragment was solubilized in a mixture of chloroform/methanol (1:1), 0.1 M LiClO4. Most of the resonances in 1H NMR spectra of fragment C2 were assigned using phase-sensitive DQF-COSY, TOCSY, and NOESY techniq...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF01875527
更新日期:1992-03-01 00:00:00
abstract::Recent efforts to reduce the measurement time for multidimensional NMR experiments have fostered the development of a variety of new procedures for sampling and data processing. We recently described concentric ring sampling for 3-D NMR experiments, which is superior to radial sampling as input for processing by a mul...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-008-9275-x
更新日期:2008-12-01 00:00:00
abstract::We present a computational method for finding optimal labeling patterns for the backbone assignment of membrane proteins and other large proteins that cannot be assigned by conventional strategies. Following the approach of Kainosho and Tsuji (Biochemistry 21:6273-6279 (1982)), types of amino acids are labeled with (1...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-010-9462-4
更新日期:2011-02-01 00:00:00
abstract::Recent advances in the field of in-cell NMR spectroscopy have made it possible to study proteins in the context of bacterial or mammalian cell extracts or even entire cells. As most mammalian cells are part of a multi-cellular complex, there is a need to develop novel NMR approaches enabling the study of proteins with...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-020-00328-8
更新日期:2020-09-01 00:00:00
abstract::Carr-Purcell-Meiboom-Gill relaxation dispersion (CPMG RD) NMR spectroscopy has emerged as a powerful tool for quantifying the kinetics and thermodynamics of millisecond time-scale exchange processes involving the interconversion between a visible ground state and one or more minor, sparsely populated invisible 'excite...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-012-9617-6
更新日期:2012-05-01 00:00:00
abstract::Spectral densities of the 15N amide in Escherichia coli ribonuclease HI, obtained from NMR relaxation experiments, were compared with those calculated using a molecular dynamics (MD) simulation. All calculations and comparisons assumed that the auto-correlation function describing the internal motions of the molecule ...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF00211786
更新日期:1995-09-01 00:00:00
abstract::It has been demonstrated that protein folds can be determined using appropriate computational protocols with NMR chemical shifts as the sole source of experimental restraints. While such approaches are very promising they still suffer from low convergence resulting in long computation times to achieve accurate results...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/s10858-011-9567-4
更新日期:2011-11-01 00:00:00
abstract::One of the major bottlenecks in the determination of proteinstructures by NMR is in the evaluation of the data produced by theexperiments. An important step in this process is assignment, where thepeaks in the spectra are assigned to specific spins within specificresidues. In this paper, we discuss a spin system assig...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1023/A:1018329420659
更新日期:1997-10-01 00:00:00
abstract::Three experiments are introduced to determine a complete set of coupling constants in RNA oligomers. In the HCCH-E.COSY experiment, the vicinal proton-proton coupling constants can be measured with high accuracy. In the P-FIDS-CT-HSQC experiment, vicinal proton-phosphorus and carbon-phosphorus couplings are measured t...
journal_title:Journal of biomolecular NMR
pub_type: 杂志文章
doi:10.1007/BF00404274
更新日期:1994-09-01 00:00:00