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1.
J Biomol NMR ; 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38856928

ABSTRACT

Deuterium (2H) spin relaxation of 13CH2D methyl groups has been widely applied to investigate picosecond-to-nanosecond conformational dynamics in proteins by solution-state NMR spectroscopy. The B0 dependence of the 2H spin relaxation rates is represented by a linear relationship between the spectral density function at three discrete frequencies J(0), J(ωD) and J(2ωD). In this study, the linear relation between 2H relaxation rates at B0 fields separated by a factor of two and the interpolation of rates at intermediate frequencies are combined for a more robust approach for spectral density mapping. The general usefulness of the approach is demonstrated on a fractionally deuterated (55%) and alternate 13C-12C labeled sample of E. coli RNase H. Deuterium relaxation rate constants (R1, R1ρ, RQ, RAP) were measured for 57 well-resolved 13CH2D moieties in RNase H at 1H frequencies of 475 MHz, 500 MHz, 900 MHz, and 950 MHz. The spectral density mapping of the 475/950 MHz data combination was performed independently and jointly to validate the expected relationship between data recorded at B0 fields separated by a factor of two. The final analysis was performed by jointly analyzing 475/950 MHz rates with 700 MHz rates interpolated from 500/900 MHz data to yield six J(ωD) values for each methyl peak. The J(ω) profile for each peak was fit to the original (τM, Sf2, τf) or extended model-free function (τM, Sf2, Ss2, τf, τs) to obtain optimized dynamic parameters.

2.
Biomol NMR Assign ; 15(2): 479-490, 2021 10.
Article in English | MEDLINE | ID: mdl-34449019

ABSTRACT

RNAs play myriad functional and regulatory roles in the cell. Despite their significance, three-dimensional structure elucidation of RNA molecules lags significantly behind that of proteins. NMR-based studies are often rate-limited by the assignment of chemical shifts. Automation of the chemical shift assignment process can greatly facilitate structural studies, however, accurate chemical shift predictions rely on a robust and complete chemical shift database for training. We searched the Biological Magnetic Resonance Data Bank (BMRB) to identify sequences that had no (or limited) chemical shift information. Here, we report the chemical shift assignments for 12 RNA hairpins designed specifically to help populate the BMRB.


Subject(s)
RNA
3.
Magn Reson (Gott) ; 2(2): 843-861, 2021.
Article in English | MEDLINE | ID: mdl-37905225

ABSTRACT

Although the concepts of nonuniform sampling (NUS​​​​​​​) and non-Fourier spectral reconstruction in multidimensional NMR began to emerge 4 decades ago , it is only relatively recently that NUS has become more commonplace. Advantages of NUS include the ability to tailor experiments to reduce data collection time and to improve spectral quality, whether through detection of closely spaced peaks (i.e., "resolution") or peaks of weak intensity (i.e., "sensitivity"). Wider adoption of these methods is the result of improvements in computational performance, a growing abundance and flexibility of software, support from NMR spectrometer vendors, and the increased data sampling demands imposed by higher magnetic fields. However, the identification of best practices still remains a significant and unmet challenge. Unlike the discrete Fourier transform, non-Fourier methods used to reconstruct spectra from NUS data are nonlinear, depend on the complexity and nature of the signals, and lack quantitative or formal theory describing their performance. Seemingly subtle algorithmic differences may lead to significant variabilities in spectral qualities and artifacts. A community-based critical assessment of NUS challenge problems has been initiated, called the "Nonuniform Sampling Contest" (NUScon), with the objective of determining best practices for processing and analyzing NUS experiments. We address this objective by constructing challenges from NMR experiments that we inject with synthetic signals, and we process these challenges using workflows submitted by the community. In the initial rounds of NUScon our aim is to establish objective criteria for evaluating the quality of spectral reconstructions. We present here a software package for performing the quantitative analyses, and we present the results from the first two rounds of NUScon. We discuss the challenges that remain and present a roadmap for continued community-driven development with the ultimate aim of providing best practices in this rapidly evolving field. The NUScon software package and all data from evaluating the challenge problems are hosted on the NMRbox platform.

4.
J Biomol NMR ; 75(1): 9-23, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33098475

ABSTRACT

Molecular motions are fundamental to the existence of life, and NMR spectroscopy remains one of the most useful and powerful methods to measure their rates and molecular characteristics. Multiple experimental methods are available for measuring the NMR relaxation properties and these can require different methods for extracting model parameters. We present here a new software application, RING NMR Dynamics, that is designed to support analysis of multiple relaxation types. The initial release of RING NMR Dynamics supports the analysis of exponential decay experiments such as T1 and T2, as well as CEST and R2 and R1ρ relaxation dispersion. The software runs on multiple operating systems in both a command line mode and a user-friendly GUI that allows visualizing and simulating relaxation data. Interaction with another program, NMRFx Analyst, allows drilling down from the derived relaxation parameters to the raw spectral data.


Subject(s)
Magnetic Resonance Spectroscopy , Nuclear Magnetic Resonance, Biomolecular , Software , Algorithms , Magnetic Resonance Spectroscopy/methods , Neural Networks, Computer , Nuclear Magnetic Resonance, Biomolecular/methods , Proteins/chemistry , User-Computer Interface
5.
J Biomol NMR ; 73(10-11): 525-529, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31325088

ABSTRACT

NMR assignment typically involves analysis of peaks across multiple NMR spectra. Chemical shifts of peaks are measured before being assigned to atoms using a variety of methods. These approaches quickly become complicated by overlap, ambiguity, and the complexity of correlating assignments among multiple spectra. Here we propose an alternative approach in which a network of linked peak-boxes is generated at the predicted positions of peaks across all spectra. These peak-boxes correlate known relationships and can be matched to the observed spectra. The method is illustrated with RNA, but a variety of molecular types should be readily tractable with this approach.


Subject(s)
Nuclear Magnetic Resonance, Biomolecular/methods , RNA/chemistry , Software , Models, Molecular , Organic Chemicals/chemistry , Peptides/chemistry
6.
Methods Mol Biol ; 1688: 257-310, 2018.
Article in English | MEDLINE | ID: mdl-29151214

ABSTRACT

Assignment of the chemical shifts of the backbone atoms (HN, N, CA, CB, and C) of proteins is often a prerequisite to using NMR information in the study of proteins. These chemical shifts and their perturbations are the basis for the analysis of protein dynamics, ligand binding, and backbone conformation. They are generally assigned prior to full side-chain assignments and the determination of the complete three-dimensional molecular structure. This chapter describes the use of two software packages, NMRFx Processor and NMRViewJ, in going from raw NMR data to backbone assignments. The step-by-step procedure describes processing of the data and the use of manual and automated features of the RunAbout tool in NMRViewJ to perform the assignments.


Subject(s)
Magnetic Resonance Spectroscopy/methods , Models, Molecular , Software , Algorithms
7.
Transplantation ; 102(1): 171-177, 2018 01.
Article in English | MEDLINE | ID: mdl-28691954

ABSTRACT

BACKGROUND: Traditional immunosuppressive regimens (ISR) used in lung transplantation rely on calcineurin inhibitors (CNI) that occasionally cause severe adverse reactions necessitating discontinuation. Belatacept is a novel costimulation antagonist approved for use in renal transplantation which lacks data in lung transplantation. This series aims to describe the response to belatacept ISR in 11 lung transplantation recipients after CNI failure. METHODS: Single-center, retrospective medical record review of adult lung transplant recipients (LTR) before and after conversion to belatacept-based ISR. Patients were evaluated at fixed time points before and after belatacept initiation. Primary outcome was incidence of acute cellular rejection (ACR). Secondary outcomes included incidence of infection, chronic lung allograft dysfunction (CLAD) progression, death, change in mean arterial pressure, and estimated glomerular filtration rate. RESULTS: Eleven LTRs received belatacept with a mean of 246 (91-1064) days of follow-up after conversion. Four were changed to belatacept for thrombotic thrombocytopenic purpura, 3 for posterior reversible encephalopathy syndrome, 2 for recurrent ACR, 1 for CLAD, and 1 for renal-sparing. ACR was not different before and after belatacept (P = 0.17). Mean estimated glomerular filtration rate was significantly higher postbelatacept (32.53 vs 45.26, P = 0.04). Mean incidence of infections (24.4% vs 16.0%, P = 0.55) and mean arterial pressure (97.5 vs 92.1 P = 0.38) were not different. Progression of CLAD occurred in 2 patients. At the end of follow-up, 7 of 11 patients were alive. CONCLUSIONS: Belatacept-based ISR appear to produce reasonable results in LTRs who fail CNI-based ISR. Larger prospective trials appear warranted in lung transplantation.


Subject(s)
Abatacept/therapeutic use , Calcineurin Inhibitors/therapeutic use , Immunosuppressive Agents/therapeutic use , Lung Transplantation , Adult , Aged , Female , Humans , Immunosuppression Therapy , Male , Middle Aged , Retrospective Studies
8.
Nucleic Acids Res ; 45(16): e146, 2017 Sep 19.
Article in English | MEDLINE | ID: mdl-28934505

ABSTRACT

Although ∼98% of the human genomic output is transcribed as non-protein coding RNA, <2% of the protein data bank structures comprise RNA. This huge structural disparity stems from combined difficulties of crystallizing RNA for X-ray crystallography along with extensive chemical shift overlap and broadened linewidths associated with NMR of RNA. While half of the deposited RNA structures in the PDB were solved by NMR methods, the usefulness of NMR is still limited by the high cost of sample preparation and challenges of resonance assignment. Here we propose a novel strategy for resonance assignment that combines new strategic 13C labeling technologies with filter/edit type NOESY experiments to greatly reduce spectral complexity and crowding. This new strategy allowed us to assign important non-exchangeable resonances of proton and carbon (1', 2', 2, 5, 6 and 8) nuclei using only one sample and <24 h of NMR instrument time for a 27 nt model RNA. The method was further extended to assigning a 6 nt bulge from a 61 nt viral RNA element justifying its use for a wide range RNA chemical shift resonance assignment problems.


Subject(s)
Isotope Labeling/methods , Nuclear Magnetic Resonance, Biomolecular/methods , RNA/chemistry , Adenine/chemistry , Carbon Isotopes , Nucleic Acid Conformation , Protons , Pyrimidines/chemistry
10.
Clin Transplant ; 31(4)2017 04.
Article in English | MEDLINE | ID: mdl-28008661

ABSTRACT

Refractory acute cellular rejection (rACR) is associated with death and bronchiolitis obliterans syndrome (BOS) post-lung transplantation. We report the largest cohort of lung transplant recipients (LTRs) treated with rescue alemtuzumab for rACR or BOS. RACR outcomes included burden of ACR 30 days before and 180 days after rescue assessed by a novel composite rejection standardized score (CRSS, range 0-6) and freedom from ≥A2 ACR. BOS outcomes included freedom from BOS progression and FEV1 decline >10%. Univariate parametric and nonparametric statistical approaches were used to assess treatment response. Kaplan-Meier method with log rank conversion was used to assess freedom from events. Fifty-seven alemtuzumab doses (ACR 40 and BOS 17) given to 51 patients were included. Median time to rescue was 722 (IQR 42-1403) days. CRSS declined significantly (3 vs 0.67, P<0.001) after rescue. Freedom from ≥A2 was 62.5% in rACR. Freedom from BOS progression was 52.9% at 180 days in the BOS cohort. Freedom from FEV1 decline >10% was 70% in BOS grade 1 and 14.3% in advanced BOS grades 2-3. Infections developed in 72.5% and 76.5% of rACR and BOS groups. Rescue alemtuzumab appears useful for rACR. Patients with BOS 1 may have transient benefit, and patients with advanced BOS seem not to respond to alemtuzumab.


Subject(s)
Alemtuzumab/therapeutic use , Bronchiolitis Obliterans/drug therapy , Graft Rejection/drug therapy , Graft Survival/drug effects , Lung Transplantation/adverse effects , Postoperative Complications/drug therapy , Adult , Aged , Antineoplastic Agents, Immunological/therapeutic use , Bronchiolitis Obliterans/etiology , Bronchiolitis Obliterans/pathology , Female , Follow-Up Studies , Graft Rejection/etiology , Graft Rejection/pathology , Humans , Male , Middle Aged , Postoperative Complications/etiology , Postoperative Complications/pathology , Prognosis , Retrospective Studies , Risk Factors , Young Adult
11.
J Biomol NMR ; 65(3-4): 205-216, 2016 08.
Article in English | MEDLINE | ID: mdl-27457481

ABSTRACT

NMRFx Processor is a new program for the processing of NMR data. Written in the Java programming language, NMRFx Processor is a cross-platform application and runs on Linux, Mac OS X and Windows operating systems. The application can be run in both a graphical user interface (GUI) mode and from the command line. Processing scripts are written in the Python programming language and executed so that the low-level Java commands are automatically run in parallel on computers with multiple cores or CPUs. Processing scripts can be generated automatically from the parameters of NMR experiments or interactively constructed in the GUI. A wide variety of processing operations are provided, including methods for processing of non-uniformly sampled datasets using iterative soft thresholding. The interactive GUI also enables the use of the program as an educational tool for teaching basic and advanced techniques in NMR data analysis.


Subject(s)
Computational Biology/methods , Magnetic Resonance Spectroscopy , Software , Magnetic Resonance Spectroscopy/methods , Programming Languages , User-Computer Interface
12.
Transplantation ; 100(12): 2693-2698, 2016 Dec.
Article in English | MEDLINE | ID: mdl-26760568

ABSTRACT

BACKGROUND: Adult lung transplant recipients with small chests have traditionally received lungs from pediatric donors, placing an additional strain on the already restricted pediatric donor pool. Performing lobar lung transplantation (LLT) can circumvent issues with donor-recipient size mismatch; however, LLT imparts additional risks. Here, we review our experience using LLT and standard lung transplantation using a pediatric donor (PDLT) for adults with small chests. METHODS: We retrospectively reviewed consecutive patients with end-stage lung disease and a height of 65 inches or less who underwent LLT (n = 15) or PDLT (n = 15) between 2006 and 2012 at our institution, a high-volume lung transplant center. RESULTS: Lobar lung transplantation recipients were older (54 ± 10 vs 48 ± 8 years) and had higher pulmonary pressure (57 ± 11 vs 52 ± 27 mmHg) and higher lung allocation scores (70 ± 9 vs 51 ± 8) than PDLT recipients (all P < 0.05). Mean waiting time was 62 days for PDLT and 9 days for LLT. Postoperatively, the incidence of severe primary graft dysfunction and the incidence of acute renal insufficiency were higher, and the mean intensive care unit stay was longer in the LLT group, but the incidence of bronchial anastomotic complications was higher in the PDLT group because of significant size discrepancy in the main bronchus (P < 0.05). Interestingly, long-term functional outcomes and survival rates were similar between the groups. CONCLUSIONS: Both LLT and PDLT are viable surgical options for adult patients with small chests. Because of the potential impact on posttransplant outcomes, the technical complexity of transplantation, decisions regarding the best surgical approach should be made by experienced surgeons.


Subject(s)
Lung Diseases/surgery , Lung Transplantation/methods , Adolescent , Adult , Aged , Algorithms , Anastomosis, Surgical , Body Size , Bronchi/surgery , Child , Donor Selection , Female , Graft Survival , Humans , Lung/anatomy & histology , Lung/surgery , Male , Middle Aged , Postoperative Period , Retrospective Studies , Time Factors , Tissue Donors , Treatment Outcome
14.
Nucleic Acids Res ; 44(6): e52, 2016 Apr 07.
Article in English | MEDLINE | ID: mdl-26657632

ABSTRACT

Stable isotope labeling is central to NMR studies of nucleic acids. Development of methods that incorporate labels at specific atomic positions within each nucleotide promises to expand the size range of RNAs that can be studied by NMR. Using recombinantly expressed enzymes and chemically synthesized ribose and nucleobase, we have developed an inexpensive, rapid chemo-enzymatic method to label ATP and GTP site specifically and in high yields of up to 90%. We incorporated these nucleotides into RNAs with sizes ranging from 27 to 59 nucleotides using in vitro transcription: A-Site (27 nt), the iron responsive elements (29 nt), a fluoride riboswitch from Bacillus anthracis(48 nt), and a frame-shifting element from a human corona virus (59 nt). Finally, we showcase the improvement in spectral quality arising from reduced crowding and narrowed linewidths, and accurate analysis of NMR relaxation dispersion (CPMG) and TROSY-based CEST experiments to measure µs-ms time scale motions, and an improved NOESY strategy for resonance assignment. Applications of this selective labeling technology promises to reduce difficulties associated with chemical shift overlap and rapid signal decay that have made it challenging to study the structure and dynamics of large RNAs beyond the 50 nt median size found in the PDB.


Subject(s)
Adenosine Triphosphate/chemical synthesis , Guanosine Triphosphate/chemical synthesis , Isotope Labeling/methods , Nucleotides/chemical synthesis , Bacillus anthracis/chemistry , Bacillus anthracis/genetics , Carbon Isotopes , Coronavirus 229E, Human/chemistry , Coronavirus 229E, Human/genetics , Creatine Kinase/chemistry , Creatine Kinase/genetics , Magnetic Resonance Spectroscopy , Pentosyltransferases/chemistry , Pentosyltransferases/genetics , Phosphotransferases (Alcohol Group Acceptor)/chemistry , Phosphotransferases (Alcohol Group Acceptor)/genetics , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Response Elements , Ribose/chemistry , Ribose-Phosphate Pyrophosphokinase/chemistry , Ribose-Phosphate Pyrophosphokinase/genetics , Riboswitch , Transcription, Genetic
15.
Ann Am Thorac Soc ; 13(6): 784-92, 2016 06.
Article in English | MEDLINE | ID: mdl-26669584

ABSTRACT

RATIONALE: Patients with advanced lung disease due to systemic sclerosis have long been considered suboptimal and often unacceptable candidates for lung transplant. OBJECTIVES: To examine post-lung transplant survival of patients with systemic sclerosis compared with patients with pulmonary fibrosis and to identify risk factors for 1-year mortality. METHODS: In a retrospective cohort study, we compared post-lung transplant outcomes of 72 patients with scleroderma with those of 311 patients with pulmonary fibrosis between June 2005 and September 2013 at our institution. Actuarial survival estimates were calculated using Kaplan-Meier curves. In Cox regression models, we determined risk factors for post-transplant mortality, controlling for whether patients had scleroderma or pulmonary fibrosis. MEASUREMENTS AND MAIN RESULTS: Post-transplant survival did not differ significantly between scleroderma and pulmonary fibrosis at year 1 (81% scleroderma vs. 79% pulmonary fibrosis; P = 0.743), at year 5 conditional on 1-year survival (66% vs. 58%; P = 0.249), or overall (P = 0.385). In multivariate analysis, body mass index greater than or equal to 35 kg/m(2) predicted poor 1-year survival in pulmonary fibrosis (hazard ratio, 2.76; P = 0.003). Acute cellular rejection-free survival did not differ significantly between the scleroderma and pulmonary fibrosis cohorts. Patients with scleroderma had significantly better bronchiolitis obliterans syndrome stage 1 or higher-free survival than did patients with pulmonary fibrosis. CONCLUSIONS: Our findings that 1- and 5-year survival rates of patients with scleroderma were similar to those of patients with pulmonary fibrosis indicate that lung transplant is a reasonable treatment option in selected patients with scleroderma.


Subject(s)
Graft Rejection/epidemiology , Lung Transplantation , Postoperative Complications/epidemiology , Pulmonary Fibrosis/mortality , Scleroderma, Systemic/mortality , Adult , Body Mass Index , Bronchiolitis Obliterans/etiology , Cause of Death , Female , Humans , Male , Middle Aged , Multivariate Analysis , Pennsylvania , Pulmonary Fibrosis/surgery , Retrospective Studies , Risk Factors , Scleroderma, Systemic/surgery , Survival Analysis , Treatment Outcome
16.
J Biomol NMR ; 63(1): 39-52, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26141454

ABSTRACT

The Biological Magnetic Resonance Data Bank (BMRB) contains NMR chemical shift depositions for over 200 RNAs and RNA-containing complexes. We have analyzed the (1)H NMR and (13)C chemical shifts reported for non-exchangeable protons of 187 of these RNAs. Software was developed that downloads BMRB datasets and corresponding PDB structure files, and then generates residue-specific attributes based on the calculated secondary structure. Attributes represent properties present in each sequential stretch of five adjacent residues and include variables such as nucleotide type, base-pair presence and type, and tetraloop types. Attributes and (1)H and (13)C NMR chemical shifts of the central nucleotide are then used as input to train a predictive model using support vector regression. These models can then be used to predict shifts for new sequences. The new software tools, available as stand-alone scripts or integrated into the NMR visualization and analysis program NMRViewJ, should facilitate NMR assignment and/or validation of RNA (1)H and (13)C chemical shifts. In addition, our findings enabled the re-calibration a ring-current shift model using published NMR chemical shifts and high-resolution X-ray structural data as guides.


Subject(s)
Carbon/chemistry , Data Mining , Databases as Topic , Hydrogen/chemistry , RNA/chemistry , Support Vector Machine , Automation , Calibration , Information Storage and Retrieval , Nucleotides/chemistry , Regression Analysis
17.
Science ; 348(6237): 917-21, 2015 May 22.
Article in English | MEDLINE | ID: mdl-25999508

ABSTRACT

The 5' leader of the HIV-1 genome contains conserved elements that direct selective packaging of the unspliced, dimeric viral RNA into assembling particles. By using a (2)H-edited nuclear magnetic resonance (NMR) approach, we determined the structure of a 155-nucleotide region of the leader that is independently capable of directing packaging (core encapsidation signal; Ψ(CES)). The RNA adopts an unexpected tandem three-way junction structure, in which residues of the major splice donor and translation initiation sites are sequestered by long-range base pairing and guanosines essential for both packaging and high-affinity binding to the cognate Gag protein are exposed in helical junctions. The structure reveals how translation is attenuated, Gag binding promoted, and unspliced dimeric genomes selected, by the RNA conformer that directs packaging.


Subject(s)
HIV-1/chemistry , HIV-1/physiology , RNA, Viral/chemistry , Virus Assembly , Base Sequence , Genome, Viral , Guanosine/chemistry , HIV-1/genetics , Molecular Sequence Data , Nuclear Magnetic Resonance, Biomolecular , Nucleic Acid Conformation , Peptide Chain Initiation, Translational , RNA Splicing , RNA, Viral/genetics , gag Gene Products, Human Immunodeficiency Virus/chemistry
18.
Pulm Circ ; 3(4): 952-8, 2013 Dec.
Article in English | MEDLINE | ID: mdl-25006411

ABSTRACT

Little is known about the use of lung transplantation in the management of sickle cell disease-associated pulmonary arterial hypertension (SCD-PAH). We present clinical and pathological data and report the first successful outcome of bilateral lung transplantation in a patient with severe SCD-PAH and pulmonary veno-occlusive disease (PVOD). We discuss the complexities of multidisciplinary planning and management of lung transplantation in patients with SCD-associated pulmonary vascular complications. This case reports the first documented successful lung transplant and first case of PVOD in a patient with SCD-PAH.

19.
J Biomol NMR ; 55(1): 33-46, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23180050

ABSTRACT

The Biological Magnetic Resonance Data Bank contains NMR chemical shift depositions for 132 RNAs and RNA-containing complexes. We have analyzed the (1)H NMR chemical shifts reported for non-exchangeable protons of residues that reside within A-form helical regions of these RNAs. The analysis focused on the central base pair within a stretch of three adjacent base pairs (BP triplets), and included both Watson-Crick (WC; G:C, A:U) and G:U wobble pairs. Chemical shift values were included for all 4(3) possible WC-BP triplets, as well as 137 additional triplets that contain one or more G:U wobbles. Sequence-dependent chemical shift correlations were identified, including correlations involving terminating base pairs within the triplets and canonical and non-canonical structures adjacent to the BP triplets (i.e. bulges, loops, WC and non-WC BPs), despite the fact that the NMR data were obtained under different conditions of pH, buffer, ionic strength, and temperature. A computer program (RNAShifts) was developed that enables convenient comparison of RNA (1)H NMR assignments with database predictions, which should facilitate future signal assignment/validation efforts and enable rapid identification of non-canonical RNA structures and RNA-ligand/protein interaction sites.


Subject(s)
Nuclear Magnetic Resonance, Biomolecular , Protons , RNA/chemistry , Base Pairing , Databases, Factual , Nucleic Acid Conformation
20.
Structure ; 20(1): 139-50, 2012 Jan 11.
Article in English | MEDLINE | ID: mdl-22244763

ABSTRACT

Ligand binding to proteins is not a static process, but rather involves a number of complex dynamic transitions. A flexible ligand can change conformation upon binding its target. The conformation and dynamics of a protein can change to facilitate ligand binding. The conformation of the ligand, however, is generally presumed to have one primary binding mode, shifting the protein conformational ensemble from one state to another. We report solution nuclear magnetic resonance (NMR) studies that reveal peroxisome proliferator-activated receptor γ (PPARγ) modulators can sample multiple binding modes manifesting in multiple receptor conformations in slow conformational exchange. Our NMR, hydrogen/deuterium exchange and docking studies reveal that ligand-induced receptor stabilization and binding mode occupancy correlate with the graded agonist response of the ligand. Our results suggest that ligand and receptor dynamics affect the graded transcriptional output of PPARγ modulators.


Subject(s)
Models, Molecular , PPAR gamma/agonists , PPAR gamma/chemistry , PPAR gamma/metabolism , Protein Conformation , Deuterium Exchange Measurement , Ligands , Molecular Structure , Nuclear Magnetic Resonance, Biomolecular , Protein Binding , Rosiglitazone , Thiazolidinediones
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