1
|
Khoo Y, Singer A, Cowburn D. Integrating NOE and RDC using sum-of-squares relaxation for protein structure determination. J Biomol NMR 2017; 68:163-185. [PMID: 28616711 DOI: 10.1007/s10858-017-0108-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 03/31/2017] [Indexed: 06/07/2023]
Abstract
We revisit the problem of protein structure determination from geometrical restraints from NMR, using convex optimization. It is well-known that the NP-hard distance geometry problem of determining atomic positions from pairwise distance restraints can be relaxed into a convex semidefinite program (SDP). However, often the NOE distance restraints are too imprecise and sparse for accurate structure determination. Residual dipolar coupling (RDC) measurements provide additional geometric information on the angles between atom-pair directions and axes of the principal-axis-frame. The optimization problem involving RDC is highly non-convex and requires a good initialization even within the simulated annealing framework. In this paper, we model the protein backbone as an articulated structure composed of rigid units. Determining the rotation of each rigid unit gives the full protein structure. We propose solving the non-convex optimization problems using the sum-of-squares (SOS) hierarchy, a hierarchy of convex relaxations with increasing complexity and approximation power. Unlike classical global optimization approaches, SOS optimization returns a certificate of optimality if the global optimum is found. Based on the SOS method, we proposed two algorithms-RDC-SOS and RDC-NOE-SOS, that have polynomial time complexity in the number of amino-acid residues and run efficiently on a standard desktop. In many instances, the proposed methods exactly recover the solution to the original non-convex optimization problem. To the best of our knowledge this is the first time SOS relaxation is introduced to solve non-convex optimization problems in structural biology. We further introduce a statistical tool, the Cramér-Rao bound (CRB), to provide an information theoretic bound on the highest resolution one can hope to achieve when determining protein structure from noisy measurements using any unbiased estimator. Our simulation results show that when the RDC measurements are corrupted by Gaussian noise of realistic variance, both SOS based algorithms attain the CRB. We successfully apply our method in a divide-and-conquer fashion to determine the structure of ubiquitin from experimental NOE and RDC measurements obtained in two alignment media, achieving more accurate and faster reconstructions compared to the current state of the art.
Collapse
Affiliation(s)
- Y Khoo
- Department of Physics, Princeton University, Princeton, NJ, 08540, USA.
- Department of Mathematics, Stanford University, Stanford, CA, 94305, USA.
| | - A Singer
- Department of Mathematics and PACM, Princeton University, Princeton, NJ, 08544, USA
| | - D Cowburn
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| |
Collapse
|
2
|
Xia Y, Eryilmaz E, Der E, Pawar RD, Guo X, Cowburn D, Putterman C. A peptide mimic blocks the cross-reaction of anti-DNA antibodies with glomerular antigens. Clin Exp Immunol 2015; 183:369-79. [PMID: 26482679 DOI: 10.1111/cei.12734] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2015] [Indexed: 12/29/2022] Open
Abstract
Anti-DNA antibodies play a pivotal role in the pathogenesis of lupus nephritis by cross-reacting with renal antigens. Previously, we demonstrated that the binding affinity of anti-DNA antibodies to self-antigens is isotype-dependent. Furthermore, significant variability in renal pathogenicity was seen among a panel of anti-DNA isotypes [derived from a single murine immunoglobulin (Ig)G3 monoclonal antibody, PL9-11] that share identical variable regions. In this study, we sought to select peptide mimics that effectively inhibit the binding of all murine and human anti-DNA IgG isotypes to glomerular antigens. The PL9-11 panel of IgG anti-DNA antibodies (IgG1, IgG2a, IgG2b and IgG3) was used for screening a 12-mer phage display library. Binding affinity was determined by surface plasmon resonance. Enzyme-linked immunosorbent assay (ELISA), flow cytometry and glomerular binding assays were used for the assessment of peptide inhibition of antibody binding to nuclear and kidney antigens. We identified a 12 amino acid peptide (ALWPPNLHAWVP, or 'ALW') which binds to all PL9-11 IgG isotypes. Preincubation with the ALW peptide reduced the binding of the PL9-11 anti-DNA antibodies to DNA, laminin, mesangial cells and isolated glomeruli significantly. Furthermore, we confirmed the specificity of the amino acid sequence in the binding of ALW to anti-DNA antibodies by alanine scanning. Finally, ALW inhibited the binding of murine and human lupus sera to dsDNA and glomeruli significantly. In conclusion, by inhibiting the binding of polyclonal anti-DNA antibodies to autoantigens in vivo, the ALW peptide (or its derivatives) may potentially be a useful approach to block anti-DNA antibody binding to renal tissue.
Collapse
Affiliation(s)
- Y Xia
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA.,Division of Rheumatology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - E Eryilmaz
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - E Der
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA.,Division of Rheumatology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - R D Pawar
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA.,Division of Rheumatology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - X Guo
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - D Cowburn
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, NY, USA
| | - C Putterman
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY, USA.,Division of Rheumatology, Albert Einstein College of Medicine, Bronx, NY, USA
| |
Collapse
|
3
|
Shekhtman A, Ghose R, Wang D, Cole PA, Cowburn D. Novel mechanism of regulation of the non-receptor protein tyrosine kinase Csk: insights from NMR mapping studies and site-directed mutagenesis. J Mol Biol 2001; 314:129-38. [PMID: 11724538 DOI: 10.1006/jmbi.2001.5126] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Csk (C-terminal Src kinase), a protein tyrosine kinase, consisting of the Src homology 2 and 3 (SH2 and SH3) domains and a catalytic domain, phosphorylates the C-terminal tail of Src-family members, resulting in downregulation of the Src family kinase activity. The Src family kinases share 37 % homology with Csk but, unlike Src-family kinases, the catalytic domain of Csk alone is weakly active and can be stimulated in trans by interacting with the Csk-SH3 domain, suggesting a mode of intradomain regulation different from that of Src family kinases. The structural determinants of this intermolecular interaction were studied by nuclear magnetic resonance (NMR) and site-directed mutagenesis techniques. Chemical shift perturbation of backbone nuclei (H' and (15)N) has been used to map the Csk catalytic domain binding site on the Csk-SH3. The experimentally determined interaction surface includes three structural elements: the N-terminal tail, a small part of the RT-loop, and the C-terminal SH3-SH2 linker. Site-directed mutagenesis revealed that mutations in the SH3-SH2 linker of the wild-type Csk decrease Csk kinase activity up to fivefold, whereas mutations in the RT-loop left Csk kinase activity largely unaffected. We conclude that the SH3-SH2 linker plays a major role in the activation of the Csk catalytic domain.
Collapse
Affiliation(s)
- A Shekhtman
- The Rockefeller University, 1230 York Ave., New York, NY 10021-6399, USA
| | | | | | | | | |
Collapse
|
4
|
Abstract
Here we describe the first example of a peptide chemical ligation reaction performed inside a living cell. A cell-based native chemical ligation approach was developed and used to generate a circular version of the N-terminal Src homology 3 (SH3) domain from the murine c-Crk adapter protein inside Escherichia coli cells. The in vivo cyclization reaction was extremely efficient and the resulting circular protein domain was fully biologically active and able to adopt the native SH3 folded structure. This work represents an important step towards the in vivo generation of small backbone cyclic peptides for use in basic biological research.
Collapse
Affiliation(s)
- J A Camarero
- Laboratory of Synthetic Protein Chemistry, The Rockefeller University, New York, NY 10021, USA
| | | | | | | |
Collapse
|
5
|
Fushman D, Cowburn D. Nuclear magnetic resonance relaxation in determination of residue-specific 15N chemical shift tensors in proteins in solution: protein dynamics, structure, and applications of transverse relaxation optimized spectroscopy. Methods Enzymol 2001; 339:109-26. [PMID: 11462809 DOI: 10.1016/s0076-6879(01)39312-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We developed several approaches to direct determination of the 15N CSA from relaxation measurements in uniformly 15N-labeled proteins in solution. These methods are based on multiple-field measurements and could be extended to other nuclei in proteins and other molecules. Combined with the isotropic chemical shift measurements, this provides an experimental approach to full characterization of chemical shift tensors in proteins in their native milieu, which is likely to provide valuable information on the nature of chemical shifts and their relation to protein structure. Knowledge of 15N CSA is essential for an accurate characterization of protein dynamics from relaxation measurements.
Collapse
Affiliation(s)
- D Fushman
- Department of Chemistry and Biochemistry, Center for Biomolecular Structure and Organization, University of Maryland, College Park, Maryland 20742, USA
| | | |
Collapse
|
6
|
Affiliation(s)
- D Cowburn
- Laboratory of Physical Biochemistry, Rockefeller University, New York, New York 10021, USA
| | | |
Collapse
|
7
|
Abstract
We describe the physicochemical characterization of various circular and linear forms of the approximately 60 residue N-terminal Src homology 3 (SH3) domain from the murine c-Crk adapter protein. Structural, dynamic, thermodynamic, kinetic and biochemical studies reveal that backbone circularization does not prevent the adoption of the natural folded structure in any of the circular proteins. Both the folding and unfolding rate of the protein increased slightly upon circularization. Circularization did not lead to a significant thermodynamic stabilization of the full-length protein, suggesting that destabilizing enthalpic effects (e.g. strain) negate the expected favorable entropic contribution to overall stability. In contrast, we find circularization results in a dramatic stabilization of a truncated version of the SH3 domain lacking a key glutamate residue. The ability to rescue the destabilized mutant indicates that circularization may be a useful tool in protein engineering programs geared towards generating minimized proteins.
Collapse
Affiliation(s)
- J A Camarero
- The Laboratory of Synthetic Protein Chemistry, New York, NY 10021, USA
| | | | | | | | | | | | | |
Collapse
|
8
|
McDonnell JM, Calvert R, Beavil RL, Beavil AJ, Henry AJ, Sutton BJ, Gould HJ, Cowburn D. The structure of the IgE Cepsilon2 domain and its role in stabilizing the complex with its high-affinity receptor FcepsilonRIalpha. Nat Struct Biol 2001; 8:437-41. [PMID: 11323720 DOI: 10.1038/87603] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The stability of the complex between IgE and its high-affinity receptor, FcepsilonRI, on mast cells is a critical factor in the allergic response. The long half-life of the complex of IgE bound to this receptor in situ ( approximately 2 weeks, compared with only hours for the comparable IgG complex) contributes to the permanent sensitization of these cells and, hence, to the immediate response to allergens. Here we show that the second constant domain of IgE, Cepsilon2, which takes the place of the flexible hinge in IgG, contributes to this long half-life. When the Cepsilon2 domain is deleted from the IgE Fc fragment, leaving only the Cepsilon3 and Cepsilon4 domains (Cepsilon3-4 fragment), the rate of dissociation from the receptor is increased by greater than 1 order of magnitude. We report the structure of the Cepsilon2 domain by heteronuclear NMR spectroscopy and show by chemical shift perturbation that it interacts with FcepsilonRIalpha. By sedimentation equilibrium we show that the Cepsilon2 domain binds to the Cepsilon3-4 fragment of IgE. These interactions of Cepsilon2 with both FcepsilonRIalpha and Cepsilon3-4 provide a structural explanation for the exceptionally slow dissociation of the IgE-FcepsilonRIalpha complex.
Collapse
Affiliation(s)
- J M McDonnell
- The Rockefeller University, New York, New York 10021-6399, USA
| | | | | | | | | | | | | | | |
Collapse
|
9
|
Pfeiffer S, Fushman D, Cowburn D. Simulated and NMR-derived backbone dynamics of a protein with significant flexibility: a comparison of spectral densities for the betaARK1 PH domain. J Am Chem Soc 2001; 123:3021-36. [PMID: 11457013 DOI: 10.1021/ja0031117] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A 7.6 ns molecular dynamics trajectory of the betaARK1 PH domain in explicit water with appropriate ions was calculated at 300 K. Spectral densities at omega = 0, omega(N), and 0.87omega(H) and the model-free parameters were evaluated from the experimental as well as the simulated data, taking the anisotropic overall motion of the protein into account. Experimental and simulated spectral densities are in reasonable general agreement for NH bond vectors, where the corresponding motions have converged within the simulation time. A sufficient sampling of the motions for NH bonds within flexible parts of the protein requires a longer simulation time. The simulated spectral densities J(0) and J(omega(N)) are, on average, 4.5% and 16% lower than the experimental data; the corresponding numbers for the core residues are about 6%; the high-frequency spectral densities J(0.87omega(H)) are lower by, on average, 16% (21% for the core). The simulated order parameters, S(2), are also lower, although the overall disagreement between the simulation and experiment is less pronounced: 1% for all residues and 6% for the core. The observed systematic decrease of simulated spectral density and the order parameters compared to the experimental data can be partially attributed to the ultrafast librational motion of the NH bonds with respect to their peptide plane, which was analyzed in detail. This systematic difference is most pronounced for J(0.87omega(H)), which appears to be most sensitive to the slow, subnanosecond time scale of internal motion, whereas J(0) and J(omega(N)) are dominated by the overall rotational tumbling of the protein. Similar discrepancies are observed between the experimentally measured (15)N relaxation parameters (R(1), R(2), NOE) and their values calculated from the simulated spectral densities. The analysis of spectral densities provides additional information regarding the comparison of the simulated and experimental data, not available from the model-free analysis.
Collapse
Affiliation(s)
- S Pfeiffer
- The Rockefeller University, 1230 York Avenue, New York, NY 10021-6399, USA
| | | | | |
Collapse
|
10
|
Ghose R, Fushman D, Cowburn D. Determination of the rotational diffusion tensor of macromolecules in solution from nmr relaxation data with a combination of exact and approximate methods--application to the determination of interdomain orientation in multidomain proteins. J Magn Reson 2001; 149:204-217. [PMID: 11318619 DOI: 10.1006/jmre.2001.2295] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
In this paper we present a method for determining the rotational diffusion tensor from NMR relaxation data using a combination of approximate and exact methods. The approximate method, which is computationally less intensive, computes values of the principal components of the diffusion tensor and estimates the Euler angles, which relate the principal axis frame of the diffusion tensor to the molecular frame. The approximate values of the principal components are then used as starting points for an exact calculation by a downhill simplex search for the principal components of the tensor over a grid of the space of Euler angles relating the diffusion tensor frame to the molecular frame. The search space of Euler angles is restricted using the tensor orientations calculated using the approximate method. The utility of this approach is demonstrated using both simulated and experimental relaxation data. A quality factor that determines the extent of the agreement between the measured and predicted relaxation data is provided. This approach is then used to estimate the relative orientation of SH3 and SH2 domains in the SH(32) dual-domain construct of Abelson kinase complexed with a consolidated ligand.
Collapse
Affiliation(s)
- R Ghose
- Rockefeller University, 1230 York Avenue, New York, New York 10021, USA
| | | | | |
Collapse
|
11
|
Nicholas P, Fushman D, Ruchinsky V, Cowburn D. The virtual NMR spectrometer: a computer program for efficient simulation of NMR experiments involving pulsed field gradients. J Magn Reson 2000; 145:262-275. [PMID: 10910695 DOI: 10.1006/jmre.2000.2108] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
This paper presents a software program, the Virtual NMR Spectrometer, for computer simulation of multichannel, multidimensional NMR experiments on user-defined spin systems. The program is capable of reproducing most features of the modern NMR experiment, including homo- and heteronuclear pulse sequences, phase cycling, pulsed field gradients, and shaped pulses. Two different approaches are implemented to simulate the effect of pulsed field gradients on coherence selection, an explicit calculation of all coherence transfer pathways, and an effective approximate method using integration over multiple positions in the sample. The applications of the Virtual NMR Spectrometer are illustrated using homonuclear COSY and DQF COSY experiments with gradient selection, heteronuclear HSQC, and TROSY. The program uses an intuitive graphical user interface, which resembles the appearance and operation of a real spectrometer. A translator is used to allow the user to design pulse sequences with the same programming language used in the actual experiment on a real spectrometer. The Virtual NMR Spectrometer is designed as a useful tool for developing new NMR experiments and for tuning and adjusting the experimental setup for existing ones prior to running costly NMR experiments, in order to reduce the setup time on a real spectrometer. It will also be a useful aid for learning the general principles of magnetic resonance and contemporary innovations in NMR pulse sequence design.
Collapse
Affiliation(s)
- P Nicholas
- The Rockefeller University, New York, NY 10021, USA
| | | | | | | |
Collapse
|
12
|
Fushman D, Xu R, Cowburn D. Direct determination of changes of interdomain orientation on ligation: use of the orientational dependence of 15N NMR relaxation in Abl SH(32). Biochemistry 1999; 38:10225-30. [PMID: 10441115 DOI: 10.1021/bi990897g] [Citation(s) in RCA: 95] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The relative orientation and motions of domains within many proteins are key to the control of multivalent recognition, or the assembly of protein-based cellular machines. Current methods of structure determination have limited applicability to macromolecular assemblies, characterized by weak interactions between the constituents. Crystal structures of such complexes might be biased by packing forces comparable to the interdomain interactions, while the precision and accuracy of the conventional NMR structural approaches are necessarily limited by the restricted number of NOE contacts and by interdomain flexibility rendering the available NOE information uninterpretable. NMR relaxation studies are capable of providing "long-range" structural information on macromolecules in their native milieu. Here we determine directly the change in domain orientation between unligated and dual ligated subdomains of the SH(32) segment of Abelson kinase in solution, using the orientational dependence of nuclear spin relaxation. These results demonstrate that the change in domain orientation between unligated and ligated forms can be measured directly in solution.
Collapse
Affiliation(s)
- D Fushman
- The Rockefeller University, New York 10021, USA
| | | | | |
Collapse
|
13
|
Abstract
A mass spectrometry-based method is described for simultaneous identification and quantitation of individual proteins and for determining changes in the levels of modifications at specific sites on individual proteins. Accurate quantitation is achieved through the use of whole-cell stable isotope labeling. This approach was applied to the detection of abundance differences of proteins present in wild-type versus mutant cell populations and to the identification of in vivo phosphorylation sites in the PAK-related yeast Ste20 protein kinase that depend specifically on the G1 cyclin Cln2. The present method is general and affords a quantitative description of cellular differences at the level of protein expression and modification, thus providing information that is critical to the understanding of complex biological phenomena.
Collapse
Affiliation(s)
- Y Oda
- The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
| | | | | | | | | |
Collapse
|
14
|
Xu R, Cahill S, Cowburn D. Triple resonance-based assignment for Abl SH(32) and its complex with a consolidated ligand. J Biomol NMR 1999; 14:187-188. [PMID: 10427746 DOI: 10.1023/a:1008350823354] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
|
15
|
Pfeiffer S, Fushman D, Cowburn D. Impact of Cl- and Na+ ions on simulated structure and dynamics of betaARK1 PH domain. Proteins 1999; 35:206-17. [PMID: 10223293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
A nonzero net charge of proteins at pH 7 is usually compensated by the addition of charge-balancing counter ions during molecular dynamics simulation, which reduces electrostatic interactions. For highly charged proteins, like the betaARK1 PH domain used here, it seems reasonable to also add explicit salt ions. To assess the impact of explicit salt ions, two molecular dynamics simulations of solvated betaARK1 PH domain have been carried out with different numbers of Cl- and Na+ ions, based on the Cornell et al. force field and the Ewald summation, which was used in the treatment of long-range electrostatic interactions. Initial positions of ions were obtained from the AMBER CION program. Increasing the number of ions alters the average structure in loop regions, as well as the fluctuation amplitudes of dihedral angles. We found unnaturally strong interactions between side chains in the absence of salt ions. The presence of salt ions reduces these electrostatic interactions. The time needed for the equilibration of the ionic environment around the protein, after initial placement of ions close to oppositely charged side chains, is in the nanosecond time range, which can be shortened by using a higher ionic strength. Our results also suggest selecting those methods that do not place the ions initially close to the protein surface.
Collapse
Affiliation(s)
- S Pfeiffer
- Laboratory of Physical Biochemistry, The Rockefeller University, New York, New York 10021-6399, USA
| | | | | |
Collapse
|
16
|
Xu Q, Zheng J, Xu R, Barany G, Cowburn D. Flexibility of interdomain contacts revealed by topological isomers of bivalent consolidated ligands to the dual Src homology domain SH(32) of abelson. Biochemistry 1999; 38:3491-7. [PMID: 10090735 DOI: 10.1021/bi982744j] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Src homology (SH)2 and SH3 domains are found in a variety of proteins involved in the control of cellular signaling and architecture. The possible interrelationships between domains are not easily investigated, even though several cases of multiple domain-containing constructs have been studied structurally. As a complement to direct structural methods, we have developed consolidated ligands and tested their binding to the Abl SH(32) complex. Consolidated ligands combine in the same molecule peptide sequences recognized by SH2 and SH3 domains, i.e., Pro-Val-pTyr-Glu-Asn-Val and Pro-Pro-Ala-Tyr-Pro-Pro-Pro-Pro-Val-Pro, respectively; these are joined by oligoglycyl linkers. Four types of ligands were chemically synthesized, representing all the possible relative orientations of ligands. Their affinities were found to vary with binding portion topologies and linker lengths. Two of these types were shown to bind to both SH2 and SH3 dual domains with high affinities and specificities, showing increases of one order of magnitude, as compared to the most strongly bound monovalent equivalent. These results suggest that the relative orientation of SH2 and SH3 in Abl SH(32) is not fixed, and this synthetic approach may be generally useful for determining the structures of ligated complexes and for developing reagents with high affinities and specificities.
Collapse
Affiliation(s)
- Q Xu
- The Rockefeller University, 1230 York Avenue, New York, New York 10021, and Department of Chemistry, University of Minnesota, 207 Pleasant Street S.E., Minneapolis, Minnesota 55455, USA
| | | | | | | | | |
Collapse
|
17
|
McDonnell JM, Fushman D, Milliman CL, Korsmeyer SJ, Cowburn D. Solution structure of the proapoptotic molecule BID: a structural basis for apoptotic agonists and antagonists. Cell 1999; 96:625-34. [PMID: 10089878 DOI: 10.1016/s0092-8674(00)80573-5] [Citation(s) in RCA: 301] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Members of the BCL2 family of proteins are key regulators of programmed cell death, acting either as apoptotic agonists or antagonists. Here we describe the solution structure of BID, presenting the structure of a proapoptotic BCL2 family member. An analysis of sequence/structure of BCL2 family members allows us to define a structural superfamily, which has implications for general mechanisms for regulating proapoptotic activity. It appears two criteria must be met for proapoptotic function within the BCL2 family: targeting of molecules to intracellular membranes, and exposure of the BH3 death domain. BID's activity is regulated by a Caspase 8-mediated cleavage event, exposing the BH3 domain and significantly changing the surface charge and hydrophobicity, resulting in a change of cellular localization.
Collapse
Affiliation(s)
- J M McDonnell
- Rockefeller University, New York, New York 10021, USA
| | | | | | | | | |
Collapse
|
18
|
Fushman D, Cowburn D. The effect of noncollinearity of 15N-1H dipolar and 15N CSA tensors and rotational anisotropy on 15N relaxation, CSA/dipolar cross correlation, and TROSY. J Biomol NMR 1999; 13:139-147. [PMID: 10070755 DOI: 10.1023/a:1008349331773] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Current approaches to 15N relaxation in proteins assume that the 15N-1H dipolar and 15N CSA tensors are collinear. We show theoretically that, when there is significant anisotropy of molecular rotation, different orientations of the two tensors, experimentally observed in proteins, nucleic acids, and small peptides, will result in differences in site-specific correlation functions and spectral densities. The standard treatments of the rates of longitudinal and transverse relaxation of amide 15N nuclei, of the 15N CSA/15N-1H dipolar cross correlation, and of the TROSY experiment are extended to account for the effect of noncollinearity of the 15N-1H dipolar and 15N CSA (chemical shift anisotropy) tensors. This effect, proportional to the degree of anisotropy of the overall motion, (D parallel/D perpendicular - 1), is sensitive to the relative orientation of the two tensors and to the orientation of the peptide plane with respect to the diffusion coordinate frame. The effect is negligible at small degrees of anisotropy, but is predicted to become significant for D parallel/D perpendicular > or = 1.5, and at high magnetic fields. The effect of noncollinearity of 15N CSA and 15N-1H dipolar interaction is sensitive to both gross (hydrodynamic) properties and atomic-level details of protein structure. Incorporation of this effect into relaxation data analysis is likely to improve both precision and accuracy of the derived characteristics of protein dynamics, especially at high magnetic fields and for molecules with a high degree of anisotropy of the overall motion. The effect will also make TROSY efficiency dependent on local orientation in moderately anisotropic systems.
Collapse
Affiliation(s)
- D Fushman
- Rockefeller University, New York, NY 10021, USA
| | | |
Collapse
|
19
|
Xu R, Ayers B, Cowburn D, Muir TW. Chemical ligation of folded recombinant proteins: segmental isotopic labeling of domains for NMR studies. Proc Natl Acad Sci U S A 1999; 96:388-93. [PMID: 9892643 PMCID: PMC15146 DOI: 10.1073/pnas.96.2.388] [Citation(s) in RCA: 173] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/1998] [Accepted: 11/09/1998] [Indexed: 01/11/2023] Open
Abstract
A convenient in vitro chemical ligation strategy has been developed that allows folded recombinant proteins to be joined together. This strategy permits segmental, selective isotopic labeling of the product. The src homology type 3 and 2 domains (SH3 and SH2) of Abelson protein tyrosine kinase, which constitute the regulatory apparatus of the protein, were individually prepared in reactive forms that can be ligated together under normal protein-folding conditions to form a normal peptide bond at the ligation junction. This strategy was used to prepare NMR sample quantities of the Abelson protein tyrosine kinase-SH(32) domain pair, in which only one of the domains was labeled with 15N. Mass spectrometry and NMR analyses were used to confirm the structure of the ligated protein, which was also shown to have appropriate ligand-binding properties. The ability to prepare recombinant proteins with selectively labeled segments having a single-site mutation, by using a combination of expression of fusion proteins and chemical ligation in vitro, will increase the size limits for protein structural determination in solution with NMR methods. In vitro chemical ligation of expressed protein domains will also provide a combinatorial approach to the synthesis of linked protein domains.
Collapse
Affiliation(s)
- R Xu
- Laboratory of Physical Biochemistry, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
| | | | | | | |
Collapse
|
20
|
Lee CH, Cowburn D, Kuriyan J. Peptide recognition mechanisms of eukaryotic signaling modules. Methods Mol Biol 1998; 84:3-31. [PMID: 9666439 DOI: 10.1385/0-89603-488-7:3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- C H Lee
- Laboratories of Molecular Biophysics, Rockefeller University, New York, USA
| | | | | |
Collapse
|
21
|
McDonnell JM, Fushman D, Cahill SM, Zhou W, Wolven A, Wilson CB, Nelle TD, Resh MD, Wills J, Cowburn D. Solution structure and dynamics of the bioactive retroviral M domain from Rous sarcoma virus. J Mol Biol 1998; 279:921-8. [PMID: 9642071 DOI: 10.1006/jmbi.1998.1788] [Citation(s) in RCA: 44] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A biologically active construct of the retroviral M domain from the avian Rous sarcoma virus is defined and its solution structure described. This M domain is fully active in budding and infectivity without myristylation. In spite of a sequence homology level that suggests no relationship among M domains and the family of matrix proteins in mammalian retroviruses, the conserved structural elements of a central core allow an M domain sequence motif to be described for all retroviruses. The surface of the M domain has a highly clustered positive patch comprised of sequentially distant residues. An analysis of the backbone dynamics, incorporating rotational anisotropy, is used to estimate the thermodynamics of proposed domain oligomerization.
Collapse
Affiliation(s)
- J M McDonnell
- The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Posern G, Zheng J, Knudsen BS, Kardinal C, Müller KB, Voss J, Shishido T, Cowburn D, Cheng G, Wang B, Kruh GD, Burrell SK, Jacobson CA, Lenz DM, Zamborelli TJ, Adermann K, Hanafusa H, Feller SM. Development of highly selective SH3 binding peptides for Crk and CRKL which disrupt Crk-complexes with DOCK180, SoS and C3G. Oncogene 1998; 16:1903-12. [PMID: 9591773 DOI: 10.1038/sj.onc.1201714] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Many Src Homology 3 (SH3) domains function as molecular adhesives in intracellular signal transduction. Based on previous ultrastructural studies, short motifs which bind to the first SH3 domains of the adapters Crk and CRKL were selectively mutagenised to generate Crk/CRKL SH3-binding peptides of very high affinity and selectivity. Affinities were increased up to 20-fold compared to the best wildtype sequences, while the selectivity against a similar SH3 domain [Grb2SH3(N)] was not only retained, but sometimes increased. Blot techniques with GST-fusion peptides and in solution precipitation assays with biotinylated high affinity Crk binding peptides (HACBPs) were subsequently used to analyse the binding of these sequences to a large panel of SH3 domain-containing fusion proteins. Only those proteins which contained the CrkSH3(1) or CRKLSH3(1) domains bound efficiently to the HACBPs. A GST-HACBP fusion protein precipitated Crk and CRKL proteins out of 35S-labelled and unlabelled cell lysates. Very little binding of other cellular proteins to HACBP was detectable, indicative of a great preference for Crk and CRKL when compared to the wide variety of other endogenous cellular proteins. Moreover, HACBP disrupted in vitro preexisting Crk-complexes with DOCK180 and the exchange factors SoS and C3G, which are known targets of Crk adapters, in a concentration dependent manner. HACBP-based molecules should therefore be useful as highly selective inhibitors of intracellular signalling processes involving Crk and CRKL.
Collapse
Affiliation(s)
- G Posern
- Laboratory of Molecular Oncology, Institute for Medical Radiation and Cell Research (MSZ), Bavarian Julius-Maximilians University, Würzburg, Germany
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
23
|
Fushman D, Najmabadi-Haske T, Cahill S, Zheng J, LeVine H, Cowburn D. The solution structure and dynamics of the pleckstrin homology domain of G protein-coupled receptor kinase 2 (beta-adrenergic receptor kinase 1). A binding partner of Gbetagamma subunits. J Biol Chem 1998; 273:2835-43. [PMID: 9446593 DOI: 10.1074/jbc.273.5.2835] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
The solution structure of an extended pleckstrin homology (PH) domain from the beta-adrenergic receptor kinase is obtained by high resolution NMR. The structure establishes that the beta-adrenergic receptor kinase extended PH domain has the same fold and topology as other PH domains, and there are several unique features, most notably an extended C-terminal alpha-helix that behaves as a molten helix, and a surface charge polarity that is extensively modified by positive residues in the extended alpha-helix and the C terminus. These observations complement biochemical evidence that the C-terminal portion of this PH domain participates in protein-protein interactions with Gbetagamma subunits. This suggests that the C-terminal segment of the PH domain may function to mediate protein-protein interactions with the targets of PH domains.
Collapse
Affiliation(s)
- D Fushman
- Laboratory of Physical Biochemistry, The Rockefeller University, New York, New York 10021-6399, USA
| | | | | | | | | | | |
Collapse
|
24
|
Abstract
Protein tyrosine binding (PTB) and 'post synaptic density disc-large zo-1' (PDZ) domains bind to short peptidic ligands by augmentation of one of the domain's beta sheets and other recognition mechanisms. The two domain classes have a superficial resemblance to each other, even though no sequential homology exists. The structural bases of the interactions are well understood for the few domains now experimentally determined, and ligand-target pairs can probably be identified in favorable cases by analogy with the known domains. For both PTB and PDZ classes, functional activities are still not fully defined: it is possible that these domain classes, along with pleckstrin homology domains, have multiple roles.
Collapse
Affiliation(s)
- D Cowburn
- Rockefeller University, New York, NY 10021-6399, USA.
| |
Collapse
|
25
|
Zheng J, Chen RH, Corblan-Garcia S, Cahill SM, Bar-Sagi D, Cowburn D. The solution structure of the pleckstrin homology domain of human SOS1. A possible structural role for the sequential association of diffuse B cell lymphoma and pleckstrin homology domains. J Biol Chem 1997; 272:30340-4. [PMID: 9374522 DOI: 10.1074/jbc.272.48.30340] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
A large subset of pleckstrin homology (PH) domains are immediately to the C terminus of diffuse B cell lymphoma (Dbl) homology (DbH) domains. Dbl domains are generally considered to be GTPase-exchange factors; many are proto-oncogenes. PH domains appear to function as membrane-recruitment factors, or have specific protein-protein interactions. Since dual domain (DbH/PH) constructs are known to have significant properties in other pathways, it is possible that a defined interdomain relationship is required for DbH/PH function. We determined the solution structure of the human SOS1 PH domain for a construct partially extended into the preceding DbH domain. There are specific structural contacts between the PH and the vestigial DbH domain. This appears to involve structural elements common to this subfamily of PH domains, and to DbH domains. The human SOS1 PH domain binds to inositol 1,4,5-triphosphate with a approximately 60 mu M affinity. Using chemical shift titration, the binding site is identified to be essentially identical to that observed crystallographically for the inositol 1,4,5-triphosphate complex with the PH domain of phospholipase Cdelta. This site may serve as an interdomain regulator of DbH or other domains' functions. While the overall fold of the human SOS1 PH domain is similar to other PH domains, the size and position of the intrastrand loops and the presence of an N-terminal alpha-helix of the vestigial DbH domain suggest that the subfamily of PH domains associated with DbH domains may be a well defined structural group in which the PH domain is a membrane recruiter and modulator.
Collapse
Affiliation(s)
- J Zheng
- The Rockefeller University, New York, New York 10021, USA.
| | | | | | | | | | | |
Collapse
|
26
|
|
27
|
Fushman D, Cahill S, Cowburn D. The main-chain dynamics of the dynamin pleckstrin homology (PH) domain in solution: analysis of 15N relaxation with monomer/dimer equilibration. J Mol Biol 1997; 266:173-94. [PMID: 9054979 DOI: 10.1006/jmbi.1996.0771] [Citation(s) in RCA: 190] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The backbone dynamics of the pleckstrin homology (PH) domain from dynamin were studied by 15N NMR relaxation (R1 and R2) and steady state heteronuclear 15N [1H] nuclear Overhauser effect measurements at 500 and 600 MHz, at protein concentrations of 1.7 mM and 300 microM, and by molecular dynamics (MD) simulations. The analysis was performed using the model-free approach. The method was extended in order to account for observed partial (equilibrium) dimerization of the protein at NMR concentrations. A model is developed that takes into account both rapid monomer-dimer exchange and anisotropy of the over-all rotation of the dimer. The data show complex dynamics of the dynamin PH domain. Internal motions in elements of the secondary structure are restricted, as inferred from the high value of the order parameter (S2 approximately 0.9) and from the local correlation time < 100 ps. Of the four extended loop regions that are disordered in the NMR-derived solution structure of the protein, loops beta 1/beta 2 and beta 5/beta 6 are involved in a large-amplitude (S2 down to 0.2 to 0.3) subnanosecond to nanosecond time-scale motion. Reorientation of the loops beta 3/beta 4 and beta 6/beta 7, in contrast, is restricted, characterized by the values of order parameter S2 approximately 0.9 more typical of the protein core. These loops, however, are involved in much slower processes of motion resulting in a conformational exchange on a microsecond to submillisecond time scale. The motions of the terminal regions (residues 1 to 10, 122 to 125) are practically unrestricted (S2 down to 0.05, characteristic times in nanosecond time scale), suggesting that these parts of the sequence do not participate in the protein fold. The analysis shows a larger sensitivity of the 15N relaxation data to protein microdynamic parameters (S2, tau loc) when protein molecular mass (tau c) increases. The use of negative values of the steady state 15N[1H] NOEs as an indicator of the residues not belonging to the folded structure is suggested. The amplitudes of local motion observed in the MD simulation are in a good-agreement with the NMR data for the amide NH groups located in the protein core.
Collapse
Affiliation(s)
- D Fushman
- Rockefeller University, New York, NY 10021, USA
| | | | | |
Collapse
|
28
|
Abstract
A characteristic feature of cellular signal transduction pathways in eukaryotes is the separation of catalysis from target recognition. Several modular domains that recognize short peptide sequences and target signaling proteins to these sequences have been identified. The structural bases of the specificities of recognition by SH2, SH3, and PTB domains have been elucidated by X-ray crystallography and NMR, and these results are reviewed here. In addition, the mechanism of cooperative interactions between these domains is discussed.
Collapse
Affiliation(s)
- J Kuriyan
- Howard Hughes Medical Institute, Rockefeller University, New York, NY 10021, USA
| | | |
Collapse
|
29
|
Abstract
The PTB domain expands both the PH-domain set and peptide-protein recognition motifs; the PDZ domain shows an intriguing resemblance.
Collapse
Affiliation(s)
- D Cowburn
- The Rockefeller University, 1230 York Avenue, New York, NY 10021-6399, USA.
| |
Collapse
|
30
|
Abstract
Proteins involved in signaling pathways frequently contain one or more SH2 domains. New structural information on proteins that carry two SH2 domains show, surprisingly, that the domains are closely interlinked, so the binding sites are rigidly oriented with respect to each other. Thus, only ligands with the right spacing of the phosphotyrosines will be tightly bound.
Collapse
Affiliation(s)
- D Cowburn
- The Rockefeller University, 1230 York Avenue, New York, NY, 10021, USA
| |
Collapse
|
31
|
Zheng J, Cahill SM, Lemmon MA, Fushman D, Schlessinger J, Cowburn D. Identification of the binding site for acidic phospholipids on the pH domain of dynamin: implications for stimulation of GTPase activity. J Mol Biol 1996; 255:14-21. [PMID: 8568861 DOI: 10.1006/jmbi.1996.0002] [Citation(s) in RCA: 216] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
It has recently been suggested that pleckstrin homology (PH) domains bind specifically to phospholipids, with phosphatidylinositol-4,5-bisphosphate (PtdIns(4,5)P2) being most strongly bound. This observation suggests that PH domains may be responsible for membrane association of proteins in which they occur. Further, this membrane association may be regulated by enzymes that modify lipid head groups to which PH domains may bind. We have studied the binding of phospholipids to the PH domain of human dynamin, a 100 kDa GTPase that is involved in the initial stages of endocytosis. We describe a rapid method for screening PH domain/ligand interactions that gives precise binding constants. We confirm that PtdIns(4,5)P2 can bind to dynamin PH domain, although not in an aggregated state. Using NMR spectroscopy, we have mapped a specific site on the surface of dynamin PH domain of which binding of gIns(1,4,5)P3 (the head-group skeleton of PtdIns(4,5)P2) occurs. The relative affinity of acidic phospholipids for dynamin PH domain correlates with their ability to activate the GTPase of dynamin. We propose, therefore, that the interaction of these phospholipids with dynamin is likely to occur via the PH domain. Given the fact that PH domains are often found in proteins associated with GTPase activity, or in guanine nucleotide exchange factors, we suggest that one role of PH domains may be to couple phosphatidylinositol signalling to GTP hydrolysis.
Collapse
Affiliation(s)
- J Zheng
- Rockefeller University, New York, NY 10021, USA
| | | | | | | | | | | |
Collapse
|
32
|
Cowburn D, Zheng J, Xu Q, Barany G. Enhanced affinities and specificities of consolidated ligands for the Src homology (SH) 3 and SH2 domains of Abelson protein-tyrosine kinase. J Biol Chem 1995; 270:26738-41. [PMID: 7592905 DOI: 10.1074/jbc.270.45.26738] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
The possible interrelationships between multiple domains of proteins involved in intracellular signal transduction are complex and not easily investigated. We have synthesized a series of bivalent consolidated ligands, which interact simultaneously with the SH2 and SH3 domain of Abelson kinase in a SH(32) dual domain construct, a portion of native Abelson kinase. Affinities were measured by quenching of intrinsic tryptophan fluorescence. Consolidated ligands have enhanced affinity and specificity compared to monovalent equivalents. Affinity is also dependent on the length of the linker joining the two parts, with an optimum distance similar to that expected from structural models of Abl (SH(32). These results suggest that consolidated ligands may be generally useful reagents for probing structural and functional activities of multidomain proteins.
Collapse
Affiliation(s)
- D Cowburn
- Rockefeller University, New York, New York 10021, USA
| | | | | | | |
Collapse
|
33
|
Lee CH, Leung B, Lemmon MA, Zheng J, Cowburn D, Kuriyan J, Saksela K. A single amino acid in the SH3 domain of Hck determines its high affinity and specificity in binding to HIV-1 Nef protein. EMBO J 1995; 14:5006-15. [PMID: 7588629 PMCID: PMC394604 DOI: 10.1002/j.1460-2075.1995.tb00183.x] [Citation(s) in RCA: 202] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We have examined the differential binding of Hck and Fyn to HIV-1 Nef to elucidate the structural basis of SH3 binding affinity and specificity. Full-length Nef bound to Hck SH3 with the highest affinity reported for an SH3-mediated interaction (KD 250 nM). In contrast to Hck, affinity of the highly homologous Fyn SH3 for Nef was too weak (KD > 20 microM) to be accurately determined. We show that this distinct specificity lies in a variable loop, the 'RT loop', positioned close to conserved SH3 residues implicated in the binding of proline-rich (PxxP) motifs. A mutant Fyn SH3 with a single amino acid substitution (R96I) in its RT loop had an affinity (KD 380 nM) for Nef comparable with that of Hck SH3. Based on additional mutagenesis studies we propose that the selective recognition of Nef by Hck SH3 is determined by hydrophobic interactions involving an isoleucine residue in its RT loop. Although Nef contains a PxxP motif which is necessary for the interaction with Hck SH3, high affinity binding was only observed for intact Nef protein. The binding of a peptide containing the Nef PxxP motif showed > 300-fold weaker affinity for Hck SH3 than full-length Nef.
Collapse
Affiliation(s)
- C H Lee
- Laboratory of Molecular Biophysics, Rockefeller University, New York, NY 10021, USA
| | | | | | | | | | | | | |
Collapse
|
34
|
Abstract
BACKGROUND The Src homology domains, SH3 and SH2, of Abl protein tyrosine kinase regulate enzymatic activity in vivo. Abl SH3 suppresses kinase activity, whereas Abl SH2 is required for the transforming activity of the activated form of Abl. We expect that the solution structures of Abl SH3, Abl SH2 and Abl SH(32) (a dual domain comprising SH3 and SH2 subdomains) will contribute to a structural basis for understanding the mechanism of the Abl 'regulatory apparatus'. RESULTS We present the solution structure of the free Abl SH3 domain and a structural characterization of the Abl regulatory apparatus, the SH(32) dual domain. The solution structure of Abl SH3 was determined using multidimensional double resonance NMR spectroscopy. It consists of two antiparallel beta sheets packed orthogonally, an arrangement first shown in spectrin SH3. Compared with the crystal structure of the Abl SH3 complexed with a natural ligand, there is no significant difference in overall folding pattern. The structure of the Abl SH(32) dual domain was characterized by NMR spectroscopy using the 1H and 15N resonance assignment of Abl SH3 and Abl SH2. On the basis of the high degree of similarity in chemical shifts and hydrogen/deuterium exchange pattern for the individual domains of SH3 and SH2 compared with those of the SH(32) dual domain, a structural model of the Abl SH(32) regulatory apparatus is suggested. This model is in good agreement with the ligand-binding characteristics of Abl SH3, SH2 and SH(32). The binding constants for isolated SH3 and SH2 domains when binding to natural ligands, measured by intrinsic fluorescence quenching, do not differ significantly from the constants of these domains within SH(32). CONCLUSION The solution structures of free Abl SH3 and Abl SH2, and the structural model of Abl SH(32), provide information about the overall topology of these modular domains. The structural model of Abl SH(32), a monomer, consists of the SH3 and SH2 domains connected by a flexible linker. Sites of ligand binding for the two subdomains are independent.
Collapse
Affiliation(s)
- Y Q Gosser
- Rockefeller University, New York, NY 10021, USA
| | | | | | | | | |
Collapse
|
35
|
Affiliation(s)
- D Cowburn
- Rockefeller University, New York, NY 10021, USA
| |
Collapse
|
36
|
Knudsen BS, Zheng J, Feller SM, Mayer JP, Burrell SK, Cowburn D, Hanafusa H. Affinity and specificity requirements for the first Src homology 3 domain of the Crk proteins. EMBO J 1995; 14:2191-8. [PMID: 7774577 PMCID: PMC398325 DOI: 10.1002/j.1460-2075.1995.tb07213.x] [Citation(s) in RCA: 75] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
The specificity of SH3 domain complex formation plays an important role in determining signal transduction events. We have previously identified a highly specific interaction between the first CrkSH3 domain [CrkSH3(1)] and proline-rich sequences in the guanine nucleotide exchange factor C3G. A 10 amino acid peptide derived from the first proline-rich sequence (P3P4P5A6L7P8P9K10K11R12) bound with a Kd of 1.89 +/- 0.06 microM and fully retained the high affinity and unique selectivity for the CrkSH3(1) domain. Mutational analysis showed that P5, P8, L7 and K10 are critical for high affinity binding. A conservative mutation, K10R, significantly decreased the affinity for the CrkSH3(1) domain while increasing the affinity for Grb2. Comparative binding studies with the K10R and K10A mutant peptides to c-Crk and v-Crk further suggested that K10 binds via a charge-dependent and a charge-independent interaction to the RT loop of the CrkSH3(1) domain. Besides determining important structural features necessary for high affinity and specificity binding to the CrkSH3(1) domain, our results also demonstrate that a conservative mutation in a single amino acid can significantly alter the specificity of an SH3 binding peptide.
Collapse
Affiliation(s)
- B S Knudsen
- Laboratory of Molecular Oncology, Rockefeller University, New York, NY 10021, USA
| | | | | | | | | | | | | |
Collapse
|
37
|
Wu X, Knudsen B, Feller SM, Zheng J, Sali A, Cowburn D, Hanafusa H, Kuriyan J. Structural basis for the specific interaction of lysine-containing proline-rich peptides with the N-terminal SH3 domain of c-Crk. Structure 1995; 3:215-26. [PMID: 7735837 DOI: 10.1016/s0969-2126(01)00151-4] [Citation(s) in RCA: 202] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
BACKGROUND Proline-rich segments in the guanine nucleotide exchange factor C3G bind much more strongly to the N-terminal Src homology 3 domain (SH3-N) of the proto-oncogene product c-Crk than to other SH3 domains. The presence of a lysine instead of an arginine in the peptides derived from C3G appears to be crucial for this specificity towards c-Crk. RESULTS In order to understand the chemical basis of this specificity we have determined the crystal structure of Crk SH3-N in complex with a high affinity peptide from C3G (PPPALPPKKR, Kd approximately 2 microM) at 1.5 A resolution. The peptide adopts a polyproline type II helix that binds, as dictated by electrostatic complementarity, in reversed orientation relative to the orientation seen in the earliest structures of SH3-peptide complexes. A lysine in the C3G peptide is tightly coordinated by three acidic residues in the SH3 domain. In contrast, the co-crystal structure of c-Crk SH3-N and a peptide containing an arginine at the equivalent position (determined at 1.9 A resolution) reveals non-optimal geometry for the arginine and increased disorder. CONCLUSIONS The c-Crk SH3 domain engages in an unusual lysine-specific interaction that is rarely seen in protein structures, and which appears to be a key determinant of its unique ability to bind the C3G peptides with high affinity.
Collapse
Affiliation(s)
- X Wu
- Rockefeller University, New York, NY 10021, USA
| | | | | | | | | | | | | | | |
Collapse
|
38
|
Fushman D, Cahill S, Lemmon MA, Schlessinger J, Cowburn D. Solution structure of pleckstrin homology domain of dynamin by heteronuclear NMR spectroscopy. Proc Natl Acad Sci U S A 1995; 92:816-20. [PMID: 7846058 PMCID: PMC42711 DOI: 10.1073/pnas.92.3.816] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The pleckstrin homology (PH) domain is a recognition motif thought to be involved in signal-transduction pathways controlled by a variety of cytoplasmic proteins. Assignments of nearly all 1H, 13C, and 15N resonances of the PH domain from dynamin have been obtained from homonuclear and heteronuclear NMR experiments. The secondary structure has been elucidated from the pattern of nuclear Overhauser enhancements, from 13C chemical shift deviations, and from observation of slowly exchanging amide hydrogens. The secondary structure contains one alpha-helix and eight beta-strands, seven of which are arranged in two contiguous, antiparallel beta-sheets. The structure is monomeric, in contrast to the well-defined intimate dimerization of the crystal structure of this molecule. Residues possibly involved in ligand binding are in apparently flexible loops. Steady-state 15N(1H) nuclear Overhauser effect measurements indicate unequivocally the boundaries of this PH domain, and the structured portion of the domain appears to be more extended to the C terminus than previously suggested for other PH domains.
Collapse
Affiliation(s)
- D Fushman
- Rockefeller University, New York, NY 10021
| | | | | | | | | |
Collapse
|
39
|
Sandros J, Rozdzinski E, Zheng J, Cowburn D, Tuomanen E. Lectin domains in the toxin of Bordetella pertussis: selectin mimicry linked to microbial pathogenesis. Glycoconj J 1994; 11:501-6. [PMID: 7535138 DOI: 10.1007/bf00731300] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The pathogenesis of many infectious diseases is critically determined by prokaryotic lectins which enable differential recognition and activation of targeted eukaryotic cells. Some bacterial adhesins mimic and co-opt eukaryotic cell-cell adhesion motifs. This is illustrated by the toxin of Bordetella pertussis. Pertussis toxin mediates intoxication of eukaryotic cells by elevation of cAMP and it serves as an adhesin binding the bacteria to ciliated cells and respiratory macrophages. These activities are mediated by the lectin-like properties of the binding oligomer of the toxin. A comparison of pertussis toxin and the selectins involved in leukocyte trafficking indicates that these prokaryotic and eukaryotic C-type lectins share some element of primary sequence similarity, three dimensional structure, and biological activities. Such mimicry suggests a link between eukaryotic cell-cell adhesion motifs and microbial pathogenesis.
Collapse
Affiliation(s)
- J Sandros
- Rockefeller University, NY, NY 10021
| | | | | | | | | |
Collapse
|
40
|
Mahmood U, Alfieri AA, Thaler H, Cowburn D, Koutcher JA. Radiation dose-dependent changes in tumor metabolism measured by 31P nuclear magnetic resonance spectroscopy. Cancer Res 1994; 54:4885-91. [PMID: 8069854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The effects of radiation dose upon a hypoxic murine mammary carcinoma were followed using 31P nuclear magnetic resonance spectroscopy. Animals were studied before and over the course of 9 days after tumors were irradiated with a single dose of 0, 4, 8, or 17 Gy. The current data is compared to our previous studies of the effects of 32 or 65 Gy on the same tumor model. The energy status of the tumors, as reflected in nucleotide triphosphate:Pi and phosphocreatine:Pi ratios, improved after receiving a dose of 8 to 65 Gy and decreased after receiving 0 or 4 Gy doses. The energy status of the 8- to 65-Gy dose cohorts reached a maximum between 1 and 4 days after irradiation. Additionally, the change in the hypoxic cell fraction 48 h after a 17-Gy dose was determined; it was calculated from changes in the doses required to control 50% of the tumors post radiation for clamped (hypoxic) and unclamped (normoxic) tumors in parallel animal cohorts. A significant decrease compared to preirradiation values was observed in the hypoxic cell fraction following 17 Gy irradiation. This decrease was temporally coincident with increases in tumor energy status measured using nuclear magnetic resonance and was similar to our previously reported results of the change in hypoxic fraction 48 h after a 32-Gy dose. Changes in the relative ratio of phosphomonoesters showed a strong dose dependence after irradiation. The downfield component of the phosphomonoester peak, which consists largely of phosphoethanolamine, increased relative to the upfield component, phosphocholine. This dose-dependent ratio reached a maximum approximately 7 days post radiation. Changes in the levels of membrane phospholipid precursors may be related to alterations in cell proliferation or may be a result of radiation-induced membrane damage.
Collapse
Affiliation(s)
- U Mahmood
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York 10021
| | | | | | | | | |
Collapse
|
41
|
|
42
|
Shuai K, Horvath CM, Huang LH, Qureshi SA, Cowburn D, Darnell JE. Interferon activation of the transcription factor Stat91 involves dimerization through SH2-phosphotyrosyl peptide interactions. Cell 1994; 76:821-8. [PMID: 7510216 DOI: 10.1016/0092-8674(94)90357-3] [Citation(s) in RCA: 628] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Stat91 (a 91 kd protein that acts as a signal transducer and activator of transcription) is inactive in the cytoplasm of untreated cells but is activated by phosphorylation on tyrosine in response to a number of polypeptide ligands, including interferon alpha (IFN-alpha) and IFN-gamma. We report here that the inactive Stat91 in the cytoplasm of untreated cells is a monomer and that upon IFN-gamma-induced phosphorylation it forms a stable homodimer. Only the dimer is capable of binding to a specific DNA sequence directing transcription. Through dissociation and reassociation assays, we show that dimerization of Stat91 is mediated through SH2-phosphotyrosyl peptide interactions. Dimerization involving SH2 recognition of specific phosphotyrosyl peptides may well provide a prototype for interactions among family members of STAT proteins to form different transcription complexes.
Collapse
Affiliation(s)
- K Shuai
- Laboratory of Molecular Cell Biology, Rockefeller University, New York, New York 10021
| | | | | | | | | | | |
Collapse
|
43
|
Waksman G, Shoelson SE, Pant N, Cowburn D, Kuriyan J. Binding of a high affinity phosphotyrosyl peptide to the Src SH2 domain: crystal structures of the complexed and peptide-free forms. Cell 1993; 72:779-90. [PMID: 7680960 DOI: 10.1016/0092-8674(93)90405-f] [Citation(s) in RCA: 605] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
The crystal structure of the Src SH2 domain complexed with a high affinity 11-residue phosphopeptide has been determined at 2.7 A resolution by X-ray diffraction. The peptide binds in an extended conformation and makes primary interactions with the SH2 domain at six central residues: PQ(pY)EEI. The phosphotyrosine and the isoleucine are tightly bound by two well-defined pockets on the protein surface, resulting in a complex that resembles a two-pronged plug engaging a two-holed socket. The glutamate residues are in solvent-exposed environments in the vicinity of basic side chains of the SH2 domain, and the two N-terminal residues cap the phosphotyrosine-binding site. The crystal structure of Src SH2 in the absence of peptide has been determined at 2.5 A resolution, and comparison with the structure of the high affinity complex reveals only localized and relatively small changes.
Collapse
Affiliation(s)
- G Waksman
- Rockefeller University, New York, New York 10021
| | | | | | | | | |
Collapse
|
44
|
|
45
|
Overduin M, Mayer B, Rios CB, Baltimore D, Cowburn D. Secondary structure of Src homology 2 domain of c-Abl by heteronuclear NMR spectroscopy in solution. Proc Natl Acad Sci U S A 1992; 89:11673-7. [PMID: 1281542 PMCID: PMC50618 DOI: 10.1073/pnas.89.24.11673] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The Src homology 2 (SH2) domain is a recognition motif thought to mediate the association of the cytoplasmic proteins involved in signal transduction by binding to phosphotyrosyl-containing sequences in proteins. Assignments of nearly all 1H and 15N resonances of the SH2 domain from the c-Abl protein-tyrosine kinase have been obtained from homonuclear and heteronuclear NMR experiments. The secondary structure has been elucidated from the pattern of nuclear Overhauser effects, from vicinal coupling constants, and from observation of slowly exchanging amino hydrogens. The secondary structure contains two alpha-helices and eight beta-strands, six of which are arranged in two contiguous, antiparallel beta-sheets. Residues believed to be involved in phosphotyrosyl ligand binding are on a face of one beta-sheet. The alignment of homologous sequences on the basis of secondary structure suggests a conserved global fold in a family of SH2 domains.
Collapse
Affiliation(s)
- M Overduin
- Laboratories of the Rockefeller University, New York, NY 10021
| | | | | | | | | |
Collapse
|
46
|
Koutcher JA, Alfieri AA, Devitt ML, Rhee JG, Kornblith AB, Mahmood U, Merchant TE, Cowburn D. Quantitative changes in tumor metabolism, partial pressure of oxygen, and radiobiological oxygenation status postradiation. Cancer Res 1992; 52:4620-7. [PMID: 1511430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Hypoxia is considered to be a major cause of tumor radioresistance. Reoxygenation of previously hypoxic areas after a priming dose of radiation is associated with an increase in tumor radiosensitivity. In a study of a hypoxic mammary carcinoma, 31P nuclear magnetic resonance spectra showed statistically significant increases in metabolite ratios (phosphocreatine/Pi and nucleotide triphosphate/Pi) after 65 and 32 Gy. The maximum changes in metabolite ratios after 32 Gy occurred at 48 h, although significant changes were detected at 24 h. A corresponding increase in the mean tumor pO2 (polarographic microelectrode measurements) and a decrease in hypoxic cell fraction [changes in paired (clamped versus unclamped) tumor control dose for 50% of tumors] were also shown to occur 48 h after a priming dose of 32 Gy. A significant increase in the mean tumor pO2, phosphocreatine/Pi, and nucleotide triphosphate/Pi, compared to initial values, was noted at 24, 48, and 96 h post 65-Gy radiation. An increase in the downfield component of the phosphomonoester peak relative to the upfield component (phosphoethanolamine), is also noted after doses of 65 and 32 Gy. These are likely to be due to cell kill and/or decreased cell proliferation. In this tumor model, 31P nuclear magnetic resonance spectroscopic changes postradiation are temporally coincident with and may be indicative of tumor reoxygenation as measured by the tumor control dose for 50% of tumors and oxygen-sensitive microelectrodes.
Collapse
Affiliation(s)
- J A Koutcher
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York 10021
| | | | | | | | | | | | | | | |
Collapse
|
47
|
Abstract
SH2 regions are protein motifs capable of binding target protein sequences that contain a phosphotyrosine. The solution structure of the abl SH2 product, a protein of 109 residues and 12.1 kd, has been determined by multidimensional nuclear magnetic resonance spectroscopy. It is a compact spherical domain with a pair of three-stranded antiparallel beta sheets and a C-terminal alpha helix enclosing the hydrophobic core. Three arginines project from a short N-terminal alpha helix and one beta sheet into the putative phosphotyrosine-binding site, which lies on a face distal from the termini. Comparison with other SH2 sequences supports a common global fold and mode of phosphotyrosine binding for this family.
Collapse
Affiliation(s)
- M Overduin
- Laboratories of The Rockefeller University New York, New York 10021
| | | | | | | | | |
Collapse
|
48
|
Waksman G, Kominos D, Robertson SC, Pant N, Baltimore D, Birge RB, Cowburn D, Hanafusa H, Mayer BJ, Overduin M, Resh MD, Rios CB, Silverman L, Kuriyan J. Crystal structure of the phosphotyrosine recognition domain SH2 of v-src complexed with tyrosine-phosphorylated peptides. Nature 1992; 358:646-53. [PMID: 1379696 DOI: 10.1038/358646a0] [Citation(s) in RCA: 543] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Three-dimensional structures of complexes of the SH2 domain of the v-src oncogene product with two phosphotyrosyl peptides have been determined by X-ray crystallography at resolutions of 1.5 and 2.0 A, respectively. A central antiparallel beta-sheet in the structure is flanked by two alpha-helices, with peptide binding mediated by the sheet, intervening loops and one of the helices. The specific recognition of phosphotyrosine involves amino-aromatic interactions between lysine and arginine side chains and the ring system in addition to hydrogen-bonding interactions with the phosphate.
Collapse
|
49
|
Barany F, Slatko B, Danzitz M, Cowburn D, Schildkraut I, Wilson GG. The corrected nucleotide sequences of the TaqI restriction and modification enzymes reveal a thirteen-codon overlap. Gene 1992; 112:91-5. [PMID: 1551602 DOI: 10.1016/0378-1119(92)90307-b] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The nucleotide sequence of the genes encoding methyltransferase TaqI (M.TaqI) and restriction endonuclease TaqI (R.TaqI) with the recognition sequence, TCGA, were analyzed in clones isolated from independent libraries. The genes, originally reported as 363 and 236 codons long [Slatko et al., Nucleic Acids Res. 15 (1987) 9781-9796] were redetermined as 421 and 263 codons long, respectively. The C terminus of the taqIM gene overlaps the N terminus of the taqIR gene by 13 codons, as observed with the isoschizomeric TthHB8I restriction-modification system [Barany et al., Gene 112 (1992) 13-20]. Removal of the overlapping codons did not interfere with in vivo M.TaqI activity. We postulate the overlap plays a role in regulating taqIR expression.
Collapse
Affiliation(s)
- F Barany
- Department of Microbiology, Hearst Microbiology Research Center, Cornell University Medical College, New York, NY 10021
| | | | | | | | | | | |
Collapse
|
50
|
Koutcher JA, Sawyer RC, Kornblith AB, Stolfi RL, Martin DS, Devitt ML, Cowburn D, Young CW. In vivo monitoring of changes in 5-fluorouracil metabolism induced by methotrexate measured by 19F NMR spectroscopy. Magn Reson Med 1991; 19:113-23. [PMID: 2046526 DOI: 10.1002/mrm.1910190111] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
We have used in vivo 19F NMR spectroscopy to study the metabolism of 5-fluorouracil (FUra) in tumors with and without pretreatment with methotrexate (MTX). Using the CD8F1 murine mammary tumor as an in vivo model, we observed signals from FUra, alpha-fluoro-beta-alanine (F beta ALA), alpha-fluoro-beta-ureidopropionic acid (FUPA), and 5-fluorouracil-nucleotides (FUN) after intravenous or intraperitoneal injection of 150 mg/kg FUra. Formation of FUN was increased about 1.7-fold in CD8F1 tumor with methotrexate pretreatment as determined by acid extraction and HPLC analysis. A comparison of in vivo NMR spectra from FUra and sequential MTX + FUra-treated tumors showed a significantly higher ratio of the FUN signal to the initial total 19F signal in the MTX + FUra-treated tumors (p less than 0.001) for animals receiving FUra either intravenously or intraperitoneally. In addition, tumors treated with MTX + FUra had significantly longer time durations during which FUN was detected, independent of the mode of administration. These experiments indicate that in vivo 19F NMR spectroscopy can be used to noninvasively monitor alterations of 5-fluorouracil metabolism that occur with administration of modulating agents such as methotrexate. Further studies, in both murine tumor models and patients, are indicated to determine if these results can be correlated with tumor response.
Collapse
Affiliation(s)
- J A Koutcher
- Department of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, New York 10021
| | | | | | | | | | | | | | | |
Collapse
|