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Chawla U, Perera SMDC, Fried SDE, Eitel AR, Mertz B, Weerasinghe N, Pitman MC, Struts AV, Brown MF. Activation of the G‐Protein‐Coupled Receptor Rhodopsin by Water. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202003342] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Udeep Chawla
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | | | - Steven D. E. Fried
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | - Anna R. Eitel
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | - Blake Mertz
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | - Nipuna Weerasinghe
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | - Michael C. Pitman
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
| | - Andrey V. Struts
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
- Laboratory of Biomolecular NMR St. Petersburg State University St. Petersburg 199034 Russia
| | - Michael F. Brown
- Department of Chemistry and Biochemistry University of Arizona Tucson AZ 85721 USA
- Department of Physics University of Arizona Tucson AZ 85721 USA
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Chawla U, Perera SMDC, Fried SDE, Eitel AR, Mertz B, Weerasinghe N, Pitman MC, Struts AV, Brown MF. Activation of the G-Protein-Coupled Receptor Rhodopsin by Water. Angew Chem Int Ed Engl 2020; 60:2288-2295. [PMID: 32596956 DOI: 10.1002/anie.202003342] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/28/2020] [Indexed: 12/31/2022]
Abstract
Visual rhodopsin is an important archetype for G-protein-coupled receptors, which are membrane proteins implicated in cellular signal transduction. Herein, we show experimentally that approximately 80 water molecules flood rhodopsin upon light absorption to form a solvent-swollen active state. An influx of mobile water is necessary for activating the photoreceptor, and this finding is supported by molecular dynamics (MD) simulations. Combined force-based measurements involving osmotic and hydrostatic pressure indicate the expansion occurs by changes in cavity volumes, together with greater hydration in the active metarhodopsin-II state. Moreover, we discovered that binding and release of the C-terminal helix of transducin is coupled to hydration changes as may occur in visual signal amplification. Hydration-dehydration explains signaling by a dynamic allosteric mechanism, in which the soft membrane matter (lipids and water) has a pivotal role in the catalytic G-protein cycle.
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Affiliation(s)
- Udeep Chawla
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | | | - Steven D E Fried
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | - Anna R Eitel
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | - Blake Mertz
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | - Nipuna Weerasinghe
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | - Michael C Pitman
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA
| | - Andrey V Struts
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA.,Laboratory of Biomolecular NMR, St. Petersburg State University, St. Petersburg, 199034, Russia
| | - Michael F Brown
- Department of Chemistry and Biochemistry, University of Arizona, Tucson, AZ, 85721, USA.,Department of Physics, University of Arizona, Tucson, AZ, 85721, USA
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Fried SD, Eitel AR, Weerasinghe N, Norris CE, Vos MR, Somers JD, Fitzwater GI, Pitman MC, Struts AV, Perera SM, Brown MF. Hydration Modulates G‐Protein‐Coupled Receptor Signaling. FASEB J 2019. [DOI: 10.1096/fasebj.2019.33.1_supplement.462.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Steven D.E. Fried
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
| | - Anna R. Eitel
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
| | | | | | - Margaret R. Vos
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
| | | | | | - Michael C. Pitman
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
| | - Andrey V. Struts
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
- Laboratory of Biomolecular NMRSt. Petersburg State UniversitySt. PetersburgRussian Federation
| | | | - Michael F. Brown
- Department of Chemistry and BiochemistryUniversity of ArizonaTucsonAZ
- Department of PhysicsUniversity of ArizonaTucsonAZ
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Fried SD, Eitel AR, Weerasinghe N, Norris CE, Somers JD, Fitzwater GI, Pitman MC, Struts AV, Perera SM, Brown MF. G-Protein-Coupled Receptor Activation Mediated by Internal Hydration. Biophys J 2019. [DOI: 10.1016/j.bpj.2018.11.1140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
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5
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Chawla U, Perera SM, Struts AV, Pitman MC, Brown MF. Role of Soft Matter in G-Protein-Coupled Receptor Signaling. Biophys J 2017. [DOI: 10.1016/j.bpj.2016.11.2127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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6
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Musharrafieh R, Chawla U, Zheng W, Kaung L, Perera SM, Knowles T, Huang A, Pitman MC, Wang J, Liang H, Brown MF. Computational and Experimental Studies of Lipid-Protein Interactions in Biomemrane Function. Biophys J 2016. [DOI: 10.1016/j.bpj.2015.11.1411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Chawla U, Jiang Y, Zheng W, Kuang L, Perera SMDC, Pitman MC, Brown MF, Liang H. A Usual G-Protein-Coupled Receptor in Unusual Membranes. Angew Chem Int Ed Engl 2016; 55:588-92. [PMID: 26633591 PMCID: PMC5233722 DOI: 10.1002/anie.201508648] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [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: 09/15/2015] [Revised: 11/02/2015] [Indexed: 12/30/2022]
Abstract
G-protein-coupled receptors (GPCRs) are the largest family of membrane-bound receptors and constitute about 50% of all known drug targets. They offer great potential for membrane protein nanotechnologies. We report here a charge-interaction-directed reconstitution mechanism that induces spontaneous insertion of bovine rhodopsin, the eukaryotic GPCR, into both lipid- and polymer-based artificial membranes. We reveal a new allosteric mode of rhodopsin activation incurred by the non-biological membranes: the cationic membrane drives a transition from the inactive MI to the activated MII state in the absence of high [H(+)] or negative spontaneous curvature. We attribute this activation to the attractive charge interaction between the membrane surface and the deprotonated Glu134 residue of the rhodopsin-conserved ERY sequence motif that helps break the cytoplasmic "ionic lock". This study unveils a novel design concept of non-biological membranes to reconstitute and harness GPCR functions in synthetic systems.
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Affiliation(s)
- Udeep Chawla
- Department of Chemistry & Biochemistry, Department of Physics University of Arizona, Tucson, AZ 85721 (USA)
| | - Yunjiang Jiang
- Department of Metallurgical & Materials Engineering, Colorado School of Mines, Golden, CO 80401 (USA)
- Current address: Department of Cell Physiology and Molecular Biophysics, Center for Membrane Protein Research, Texas Tech, University Health Science Center, Lubbock, TX 79430 (USA)
| | - Wan Zheng
- Department of Metallurgical & Materials Engineering, Colorado School of Mines, Golden, CO 80401 (USA)
| | - Liangju Kuang
- Department of Metallurgical & Materials Engineering, Colorado School of Mines, Golden, CO 80401 (USA)
| | - Suchithranga M D C Perera
- Department of Chemistry & Biochemistry, Department of Physics University of Arizona, Tucson, AZ 85721 (USA)
| | - Michael C Pitman
- Department of Chemistry & Biochemistry, Department of Physics University of Arizona, Tucson, AZ 85721 (USA)
| | - Michael F Brown
- Department of Chemistry & Biochemistry, Department of Physics University of Arizona, Tucson, AZ 85721 (USA).
| | - Hongjun Liang
- Department of Metallurgical & Materials Engineering, Colorado School of Mines, Golden, CO 80401 (USA).
- Current address: Department of Cell Physiology and Molecular Biophysics, Center for Membrane Protein Research, Texas Tech, University Health Science Center, Lubbock, TX 79430 (USA).
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Chawla U, Jiang Y, Zheng W, Kuang L, Perera SMDC, Pitman MC, Brown MF, Liang H. A Usual G-Protein-Coupled Receptor in Unusual Membranes. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201508648] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Kimura T, Vukoti K, Lynch DL, Hurst DP, Grossfield A, Pitman MC, Reggio PH, Yeliseev AA, Gawrisch K. Global Fold of Human Cannabinoid Type 2 Receptor Probed by Solid-State NMR and Molecular Dynamics Simulations. Biophys J 2015. [DOI: 10.1016/j.bpj.2014.11.1390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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10
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Mnpotra JS, Qiao Z, Cai J, Lynch DL, Grossfield A, Leioatts N, Hurst DP, Pitman MC, Song ZH, Reggio PH. Structural basis of G protein-coupled receptor-Gi protein interaction: formation of the cannabinoid CB2 receptor-Gi protein complex. J Biol Chem 2014; 289:20259-72. [PMID: 24855641 DOI: 10.1074/jbc.m113.539916] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
In this study, we applied a comprehensive G protein-coupled receptor-Gαi protein chemical cross-linking strategy to map the cannabinoid receptor subtype 2 (CB2)-Gαi interface and then used molecular dynamics simulations to explore the dynamics of complex formation. Three cross-link sites were identified using LC-MS/MS and electrospray ionization-MS/MS as follows: 1) a sulfhydryl cross-link between C3.53(134) in TMH3 and the Gαi C-terminal i-3 residue Cys-351; 2) a lysine cross-link between K6.35(245) in TMH6 and the Gαi C-terminal i-5 residue, Lys-349; and 3) a lysine cross-link between K5.64(215) in TMH5 and the Gαi α4β6 loop residue, Lys-317. To investigate the dynamics and nature of the conformational changes involved in CB2·Gi complex formation, we carried out microsecond-time scale molecular dynamics simulations of the CB2 R*·Gαi1β1γ2 complex embedded in a 1-palmitoyl-2-oleoyl-phosphatidylcholine bilayer, using cross-linking information as validation. Our results show that although molecular dynamics simulations started with the G protein orientation in the β2-AR*·Gαsβ1γ2 complex crystal structure, the Gαi1β1γ2 protein reoriented itself within 300 ns. Two major changes occurred as follows. 1) The Gαi1 α5 helix tilt changed due to the outward movement of TMH5 in CB2 R*. 2) A 25° clockwise rotation of Gαi1β1γ2 underneath CB2 R* occurred, with rotation ceasing when Pro-139 (IC-2 loop) anchors in a hydrophobic pocket on Gαi1 (Val-34, Leu-194, Phe-196, Phe-336, Thr-340, Ile-343, and Ile-344). In this complex, all three experimentally identified cross-links can occur. These findings should be relevant for other class A G protein-coupled receptors that couple to Gi proteins.
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Affiliation(s)
- Jagjeet S Mnpotra
- From the Department of Chemistry and Biochemistry, University of North Carolina, Greensboro, North Carolina 27402
| | - Zhuanhong Qiao
- the Department of Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, Kentucky 40292
| | - Jian Cai
- the Department of Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, Kentucky 40292
| | - Diane L Lynch
- From the Department of Chemistry and Biochemistry, University of North Carolina, Greensboro, North Carolina 27402
| | - Alan Grossfield
- the Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642, and
| | - Nicholas Leioatts
- the Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642, and
| | - Dow P Hurst
- From the Department of Chemistry and Biochemistry, University of North Carolina, Greensboro, North Carolina 27402
| | - Michael C Pitman
- From the Department of Chemistry and Biochemistry, University of North Carolina, Greensboro, North Carolina 27402, the Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598
| | - Zhao-Hui Song
- the Department of Pharmacology and Toxicology, University of Louisville School of Medicine, Louisville, Kentucky 40292,
| | - Patricia H Reggio
- From the Department of Chemistry and Biochemistry, University of North Carolina, Greensboro, North Carolina 27402,
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Leioatts N, Mertz B, Martínez-Mayorga K, Romo TD, Pitman MC, Feller SE, Grossfield A, Brown MF. Retinal ligand mobility explains internal hydration and reconciles active rhodopsin structures. Biochemistry 2014; 53:376-85. [PMID: 24328554 DOI: 10.1021/bi4013947] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Rhodopsin, the mammalian dim-light receptor, is one of the best-characterized G-protein-coupled receptors, a pharmaceutically important class of membrane proteins that has garnered a great deal of attention because of the recent availability of structural information. Yet the mechanism of rhodopsin activation is not fully understood. Here, we use microsecond-scale all-atom molecular dynamics simulations, validated by solid-state (2)H nuclear magnetic resonance spectroscopy, to understand the transition between the dark and metarhodopsin I (Meta I) states. Our analysis of these simulations reveals striking differences in ligand flexibility between the two states. Retinal is much more dynamic in Meta I, adopting an elongated conformation similar to that seen in the recent activelike crystal structures. Surprisingly, this elongation corresponds to both a dramatic influx of bulk water into the hydrophobic core of the protein and a concerted transition in the highly conserved Trp265(6.48) residue. In addition, enhanced ligand flexibility upon light activation provides an explanation for the different retinal orientations observed in X-ray crystal structures of active rhodopsin.
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Affiliation(s)
- Nicholas Leioatts
- Department of Biochemistry and Biophysics, University of Rochester Medical Center , Rochester, New York 14642, United States
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Leioatts N, Mertz B, Martínez-Mayorga K, Romo TD, Pitman MC, Feller SE, Grossfield A, Brown MF. Retinal Makes Concerted Conformational Changes During Early Stages of Rhodopsin Activation. Biophys J 2014. [DOI: 10.1016/j.bpj.2013.11.380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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13
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Kimura T, Vukoti K, Lynch DL, Hurst DP, Grossfield A, Pitman MC, Reggio PH, Yeliseev AA, Gawrisch K. Global fold of human cannabinoid type 2 receptor probed by solid-state 13C-, 15N-MAS NMR and molecular dynamics simulations. Proteins 2013; 82:452-65. [PMID: 23999926 DOI: 10.1002/prot.24411] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Revised: 08/12/2013] [Accepted: 08/21/2013] [Indexed: 12/12/2022]
Abstract
The global fold of human cannabinoid type 2 (CB2 ) receptor in the agonist-bound active state in lipid bilayers was investigated by solid-state (13)C- and (15)N magic-angle spinning (MAS) NMR, in combination with chemical-shift prediction from a structural model of the receptor obtained by microsecond-long molecular dynamics (MD) simulations. Uniformly (13)C- and (15)N-labeled CB2 receptor was expressed in milligram quantities by bacterial fermentation, purified, and functionally reconstituted into liposomes. (13)C MAS NMR spectra were recorded without sensitivity enhancement for direct comparison of Cα, Cβ, and C=O bands of superimposed resonances with predictions from protein structures generated by MD. The experimental NMR spectra matched the calculated spectra reasonably well indicating agreement of the global fold of the protein between experiment and simulations. In particular, the (13) C chemical shift distribution of Cα resonances was shown to be very sensitive to both the primary amino acid sequence and the secondary structure of CB2. Thus the shape of the Cα band can be used as an indicator of CB2 global fold. The prediction from MD simulations indicated that upon receptor activation a rather limited number of amino acid residues, mainly located in the extracellular Loop 2 and the second half of intracellular Loop 3, change their chemical shifts significantly (≥ 1.5 ppm for carbons and ≥ 5.0 ppm for nitrogens). Simulated two-dimensional (13) Cα(i)-(13)C=O(i) and (13)C=O(i)-(15)NH(i + 1) dipolar-interaction correlation spectra provide guidance for selective amino acid labeling and signal assignment schemes to study the molecular mechanism of activation of CB2 by solid-state MAS NMR.
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Affiliation(s)
- Tomohiro Kimura
- Laboratory of Membrane Biochemistry and Biophysics, NIAAA, NIH, Bethesda, Maryland, 20892
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Leioatts N, Mertz B, Martínez-Mayorga K, Romo TD, Pitman MC, Feller SE, Grossfield A, Brown MF. Retinal Changes Conformation during the Early Stages of Rhodopsin Activation. Biophys J 2013. [DOI: 10.1016/j.bpj.2012.11.660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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15
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Olausson BES, Grossfield A, Pitman MC, Brown MF, Feller SE, Vogel A. Molecular dynamics simulations reveal specific interactions of post-translational palmitoyl modifications with rhodopsin in membranes. J Am Chem Soc 2012; 134:4324-31. [PMID: 22280374 DOI: 10.1021/ja2108382] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
We present a detailed analysis of the behavior of the highly flexible post-translational lipid modifications of rhodopsin from multiple-microsecond all-atom molecular dynamics simulations. Rhodopsin was studied in a realistic membrane environment that includes cholesterol, as well as saturated and polyunsaturated lipids with phosphocholine and phosphoethanolamine headgroups. The simulation reveals striking differences between the palmitoylations at Cys322 and Cys323 as well as between the palmitoyl chains and the neighboring lipids. Notably the palmitoyl group at Cys322 shows considerably greater contact with helix H1 of rhodopsin, yielding frequent chain upturns with longer reorientational correlation times, and relatively low order parameters. While the palmitoylation at Cys323 makes fewer protein contacts and has increased order compared to Cys322, it nevertheless exhibits greater flexibility with smaller order parameters than the stearoyl chains of the surrounding lipids. The dynamical structure of the palmitoylations-as well as their extensive fluctuations-suggests a complex function for the post-translational modifications in rhodopsin and potentially other G protein-coupled receptors, going beyond their role as membrane anchoring elements. Rather, we propose that the palmitoylation at Cys323 has a potential role as a lipid anchor, whereas the palmitoyl-protein interaction observed for Cys322 suggests a more specific interaction that affects the stability of the dark state of rhodopsin.
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Affiliation(s)
- Bjoern E S Olausson
- Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, D-06120 Halle/Saale, Germany
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Affiliation(s)
- Michael C. Pitman
- Soft Matter Theory and Simulations
Group, Computational Biology Center, IBM Watson Research Center, Yorktown Heights, New York 10598, United States
| | - Adri C. T. van Duin
- Department of Mechanical and
Nuclear Engineering, Pennsylvania State University, 136 Research East Building, University Park, Pennsylvania 16802,
United States
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Pope BJ, Fitch BG, Pitman MC, Rice JJ, Reumann M. Performance of hybrid programming models for multiscale cardiac simulations: preparing for petascale computation. IEEE Trans Biomed Eng 2011; 58:2965-9. [PMID: 21768044 DOI: 10.1109/tbme.2011.2161580] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Future multiscale and multiphysics models that support research into human disease, translational medical science, and treatment can utilize the power of high-performance computing (HPC) systems. We anticipate that computationally efficient multiscale models will require the use of sophisticated hybrid programming models, mixing distributed message-passing processes [e.g., the message-passing interface (MPI)] with multithreading (e.g., OpenMP, Pthreads). The objective of this study is to compare the performance of such hybrid programming models when applied to the simulation of a realistic physiological multiscale model of the heart. Our results show that the hybrid models perform favorably when compared to an implementation using only the MPI and, furthermore, that OpenMP in combination with the MPI provides a satisfactory compromise between performance and code complexity. Having the ability to use threads within MPI processes enables the sophisticated use of all processor cores for both computation and communication phases. Considering that HPC systems in 2012 will have two orders of magnitude more cores than what was used in this study, we believe that faster than real-time multiscale cardiac simulations can be achieved on these systems.
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Affiliation(s)
- Bernard J Pope
- Victorian Life Science Computation Initiative, Carlton, VIC 3010, Australia.
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Reumann M, Fitch BG, Rayshubskiy A, Pitman MC, Rice JJ. Orthogonal recursive bisection as data decomposition strategy for massively parallel cardiac simulations. BIOMED ENG-BIOMED TE 2011; 56:129-45. [PMID: 21657987 DOI: 10.1515/bmt.2011.100] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
We present the orthogonal recursive bisection algorithm that hierarchically segments the anatomical model structure into subvolumes that are distributed to cores. The anatomy is derived from the Visible Human Project, with electrophysiology based on the FitzHugh-Nagumo (FHN) and ten Tusscher (TT04) models with monodomain diffusion. Benchmark simulations with up to 16,384 and 32,768 cores on IBM Blue Gene/P and L supercomputers for both FHN and TT04 results show good load balancing with almost perfect speedup factors that are close to linear with the number of cores. Hence, strong scaling is demonstrated. With 32,768 cores, a 1000 ms simulation of full heart beat requires about 6.5 min of wall clock time for a simulation of the FHN model. For the largest machine partitions, the simulations execute at a rate of 0.548 s (BG/P) and 0.394 s (BG/L) of wall clock time per 1 ms of simulation time. To our knowledge, these simulations show strong scaling to substantially higher numbers of cores than reported previously for organ-level simulation of the heart, thus significantly reducing run times. The ability to reduce runtimes could play a critical role in enabling wider use of cardiac models in research and clinical applications.
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Affiliation(s)
- Matthias Reumann
- IBM T. J. Watson Research Center, Yorktown Heights, NY 10598, USA.
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Mertz B, Martinez-Mayorga K, Grossfield A, Medina-Franco JL, Pitman MC, Feller SE, Brown MF. Molecular Simulations Distinguish Rhodopsin Counterion Models by Retinal Polyene Fluctuations. Biophys J 2011. [DOI: 10.1016/j.bpj.2010.12.1332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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20
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Lynch DL, Poole EB, Hurst DP, Law PY, Pitman MC, Reggio PH. A specific Role for Cholesterol at the Mu Opioid Homodimer Interface. Biophys J 2011. [DOI: 10.1016/j.bpj.2010.12.2090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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21
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Pope BJ, Fitch BG, Pitman MC, Rice JJ, Reumann M. Petascale computation performance of lightweight multiscale cardiac models using hybrid programming models. Annu Int Conf IEEE Eng Med Biol Soc 2011; 2011:433-436. [PMID: 22254341 DOI: 10.1109/iembs.2011.6090058] [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] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Future multiscale and multiphysics models must use the power of high performance computing (HPC) systems to enable research into human disease, translational medical science, and treatment. Previously we showed that computationally efficient multiscale models will require the use of sophisticated hybrid programming models, mixing distributed message passing processes (e.g. the message passing interface (MPI)) with multithreading (e.g. OpenMP, POSIX pthreads). The objective of this work is to compare the performance of such hybrid programming models when applied to the simulation of a lightweight multiscale cardiac model. Our results show that the hybrid models do not perform favourably when compared to an implementation using only MPI which is in contrast to our results using complex physiological models. Thus, with regards to lightweight multiscale cardiac models, the user may not need to increase programming complexity by using a hybrid programming approach. However, considering that model complexity will increase as well as the HPC system size in both node count and number of cores per node, it is still foreseeable that we will achieve faster than real time multiscale cardiac simulations on these systems using hybrid programming models.
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Affiliation(s)
- Bernard J Pope
- Victorian Life Science Computation Initiative, 187 Grattan Street, Carlton, VIC 3010, Australia.
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Hurst DP, Grossfield A, Lynch DL, Feller S, Romo TD, Gawrisch K, Pitman MC, Reggio PH. A lipid pathway for ligand binding is necessary for a cannabinoid G protein-coupled receptor. J Biol Chem 2010; 285:17954-64. [PMID: 20220143 PMCID: PMC2878557 DOI: 10.1074/jbc.m109.041590] [Citation(s) in RCA: 176] [Impact Index Per Article: 12.6] [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: 07/06/2009] [Revised: 02/13/2010] [Indexed: 11/06/2022] Open
Abstract
Recent isothiocyanate covalent labeling studies have suggested that a classical cannabinoid, (-)-7'-isothiocyanato-11-hydroxy-1',1'dimethylheptyl-hexahydrocannabinol (AM841), enters the cannabinoid CB2 receptor via the lipid bilayer (Pei, Y., Mercier, R. W., Anday, J. K., Thakur, G. A., Zvonok, A. M., Hurst, D., Reggio, P. H., Janero, D. R., and Makriyannis, A. (2008) Chem. Biol. 15, 1207-1219). However, the sequence of steps involved in such a lipid pathway entry has not yet been elucidated. Here, we test the hypothesis that the endogenous cannabinoid sn-2-arachidonoylglycerol (2-AG) attains access to the CB2 receptor via the lipid bilayer. To this end, we have employed microsecond time scale all-atom molecular dynamics (MD) simulations of the interaction of 2-AG with CB2 via a palmitoyl-oleoyl-phosphatidylcholine lipid bilayer. Results suggest the following: 1) 2-AG first partitions out of bulk lipid at the transmembrane alpha-helix (TMH) 6/7 interface; 2) 2-AG then enters the CB2 receptor binding pocket by passing between TMH6 and TMH7; 3) the entrance of the 2-AG headgroup into the CB2 binding pocket is sufficient to trigger breaking of the intracellular TMH3/6 ionic lock and the movement of the TMH6 intracellular end away from TMH3; and 4) subsequent to protonation at D3.49/D6.30, further 2-AG entry into the ligand binding pocket results in both a W6.48 toggle switch change and a large influx of water. To our knowledge, this is the first demonstration via unbiased molecular dynamics that a ligand can access the binding pocket of a class A G protein-coupled receptor via the lipid bilayer and the first demonstration via molecular dynamics of G protein-coupled receptor activation triggered by a ligand binding event.
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Affiliation(s)
- Dow P. Hurst
- From the Department of Chemistry and Biochemistry, Center for Drug Discovery, University of North Carolina, Greensboro, North Carolina 27402
| | - Alan Grossfield
- the Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642
| | - Diane L. Lynch
- From the Department of Chemistry and Biochemistry, Center for Drug Discovery, University of North Carolina, Greensboro, North Carolina 27402
| | - Scott Feller
- the Department of Chemistry, Wabash College, Crawfordsville, Indiana 47933
| | - Tod D. Romo
- the Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642
| | - Klaus Gawrisch
- Membrane Biochemistry/Biophysics, NIAAA, National Institutes of Health, Bethesda, Maryland 20892, and
| | - Michael C. Pitman
- the Computational Biology Center, IBM Thomas J. Watson Research Center, Yorktown Heights, New York 10598
| | - Patricia H. Reggio
- From the Department of Chemistry and Biochemistry, Center for Drug Discovery, University of North Carolina, Greensboro, North Carolina 27402
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23
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Horn JN, Romo TD, Pitman MC, Grossfield A. Binding of Antimicrobial Lipopeptides To Lipid Bilayers Characterized By Microsecond Molecular Dynamics Simulations. Biophys J 2010. [DOI: 10.1016/j.bpj.2009.12.460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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24
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Romo TD, Grossfield A, Pitman MC. Concerted Motion and Hydration of the Beta-2-Adrenergic Receptor Revealed by Microsecond Time Scale Molecular Dynamics. Biophys J 2010. [DOI: 10.1016/j.bpj.2009.12.3542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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25
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Khelashvili G, Grossfield A, Feller SE, Pitman MC, Weinstein H. Structural and dynamic effects of cholesterol at preferred sites of interaction with rhodopsin identified from microsecond length molecular dynamics simulations. Proteins 2009; 76:403-17. [PMID: 19173312 PMCID: PMC4101808 DOI: 10.1002/prot.22355] [Citation(s) in RCA: 100] [Impact Index Per Article: 6.7] [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] [Indexed: 11/08/2022]
Abstract
An unresolved question about GPCR function is the role of membrane components in receptor stability and activation. In particular, cholesterol is known to affect the function of membrane proteins, but the details of its effect on GPCRs are still elusive. Here, we describe how cholesterol modulates the behavior of the TM1-TM2-TM7-helix 8(H8) functional network that comprises the highly conserved NPxxY(x)(5,6)F motif, through specific interactions with the receptor. The inferences are based on the analysis of microsecond length molecular dynamics (MD) simulations of rhodopsin in an explicit membrane environment. Three regions on the rhodopsin exhibit the highest cholesterol density throughout the trajectory: the extracellular end of TM7, a location resembling the high-density sterol area from the electron microscopy data; the intracellular parts of TM1, TM2, and TM4, a region suggested as the cholesterol binding site in the recent X-ray crystallography data on beta(2)-adrenergic GPCR; and the intracellular ends of TM2-TM3, a location that was categorized as the high cholesterol density area in multiple independent 100 ns MD simulations of the same system. We found that cholesterol primarily affects specific local perturbations of the helical TM domains such as the kinks in TM1, TM2, and TM7. These local distortions, in turn, relate to rigid-body motions of the TMs in the TM1-TM2-TM7-H8 bundle. The specificity of the effects stems from the nonuniform distribution of cholesterol around the protein. Through correlation analysis we connect local effects of cholesterol on structural perturbations with a regulatory role of cholesterol in the structural rearrangements involved in GPCR function.
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Affiliation(s)
- George Khelashvili
- Department of Physiology and Biophysics, Weill Medical College of Cornell University, New York, New York 10021, USA.
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26
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Romo TD, Grossfield A, Pitman MC, Deupi X, Cordomi A, Kobilka B. A Microsecond Time Scale Molecular Dynamics Simulation of B2AR in a Membrane. Biophys J 2009. [DOI: 10.1016/j.bpj.2008.12.3832] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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27
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Grossfield A, Hwang J, Pitman MC. Antimicrobial Lipopeptides In Anionic And Zwitterionic Membranes Investigated By Molecules Dynamics Simulations. Biophys J 2009. [DOI: 10.1016/j.bpj.2008.12.695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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28
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Reumann M, Fitch BG, Rayshubskiy A, Keller DUJ, Seemann G, Dossel O, Pitman MC, Rice JJ. Orthogonal recursive bisection data decomposition for high performance computing in cardiac model simulations: dependence on anatomical geometry. Annu Int Conf IEEE Eng Med Biol Soc 2009; 2009:2799-2802. [PMID: 19964263 DOI: 10.1109/iembs.2009.5333803] [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] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Orthogonal recursive bisection (ORB) algorithm can be used as data decomposition strategy to distribute a large data set of a cardiac model to a distributed memory supercomputer. It has been shown previously that good scaling results can be achieved using the ORB algorithm for data decomposition. However, the ORB algorithm depends on the distribution of computational load of each element in the data set. In this work we investigated the dependence of data decomposition and load balancing on different rotations of the anatomical data set to achieve optimization in load balancing. The anatomical data set was given by both ventricles of the Visible Female data set in a 0.2 mm resolution. Fiber orientation was included. The data set was rotated by 90 degrees around x, y and z axis, respectively. By either translating or by simply taking the magnitude of the resulting negative coordinates we were able to create 14 data set of the same anatomy with different orientation and position in the overall volume. Computation load ratios for non - tissue vs. tissue elements used in the data decomposition were 1:1, 1:2, 1:5, 1:10, 1:25, 1:38.85, 1:50 and 1:100 to investigate the effect of different load ratios on the data decomposition. The ten Tusscher et al. (2004) electrophysiological cell model was used in monodomain simulations of 1 ms simulation time to compare performance using the different data sets and orientations. The simulations were carried out for load ratio 1:10, 1:25 and 1:38.85 on a 512 processor partition of the IBM Blue Gene/L supercomputer. Th results show that the data decomposition does depend on the orientation and position of the anatomy in the global volume. The difference in total run time between the data sets is 10 s for a simulation time of 1 ms. This yields a difference of about 28 h for a simulation of 10 s simulation time. However, given larger processor partitions, the difference in run time decreases and becomes less significant. Depending on the processor partition size, future work will have to consider the orientation of the anatomy in the global volume for longer simulation runs.
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Affiliation(s)
- Matthias Reumann
- Computational Biology Center, IBM TJ Watson Research Center, Yorktown Heights, 1101 Kitchawan Road, Route 134, NY 10598, USA.
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29
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Reumann M, Fitch BG, Rayshubskiy A, Keller DUJ, Seemann G, Dossel O, Pitman MC, Rice JJ. Strong scaling and speedup to 16,384 processors in cardiac electro-mechanical simulations. Annu Int Conf IEEE Eng Med Biol Soc 2009; 2009:2795-8. [PMID: 19964262 DOI: 10.1109/iembs.2009.5333802] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
High performance computing is required to make feasible simulations of whole organ models of the heart with biophysically detailed cellular models in a clinical setting. Increasing model detail by simulating electrophysiology and mechanical models increases computation demands. We present scaling results of an electro - mechanical cardiac model of two ventricles and compare them to our previously published results using an electrophysiological model only. The anatomical data-set was given by both ventricles of the Visible Female data-set in a 0.2 mm resolution. Fiber orientation was included. Data decomposition for the distribution onto the distributed memory system was carried out by orthogonal recursive bisection. Load weight ratios for non-tissue vs. tissue elements used in the data decomposition were 1:1, 1:2, 1:5, 1:10, 1:25, 1:38.85, 1:50 and 1:100. The ten Tusscher et al. (2004) electrophysiological cell model was used and the Rice et al. (1999) model for the computation of the calcium transient dependent force. Scaling results for 512, 1024, 2048, 4096, 8192 and 16,384 processors were obtained for 1 ms simulation time. The simulations were carried out on an IBM Blue Gene/L supercomputer. The results show linear scaling from 512 to 16,384 processors with speedup factors between 1.82 and 2.14 between partitions. The most optimal load ratio was 1:25 for on all partitions. However, a shift towards load ratios with higher weight for the tissue elements can be recognized as can be expected when adding computational complexity to the model while keeping the same communication setup. This work demonstrates that it is potentially possible to run simulations of 0.5 s using the presented electro-mechanical cardiac model within 1.5 hours.
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Affiliation(s)
- Matthias Reumann
- Computational Biology Center, IBM TJ Watson Research Center, Yorktown Heights, 1101 Kitchawan Road, Route 134, NY 10598, USA.
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30
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Grossfield A, Pitman MC, Feller SE, Soubias O, Gawrisch K. Internal hydration increases during activation of the G-protein-coupled receptor rhodopsin. J Mol Biol 2008; 381:478-86. [PMID: 18585736 DOI: 10.1016/j.jmb.2008.05.036] [Citation(s) in RCA: 112] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2007] [Revised: 05/14/2008] [Accepted: 05/16/2008] [Indexed: 11/27/2022]
Abstract
Rhodopsin, the membrane protein responsible for dim-light vision, until recently was the only G-protein-coupled receptor (GPCR) with a known crystal structure. As a result, there is enormous interest in studying its structure, dynamics, and function. Here we report the results of three all-atom molecular dynamics simulations, each at least 1.5 micros, which predict that substantial changes in internal hydration play a functional role in rhodopsin activation. We confirm with (1)H magic angle spinning NMR that the increased hydration is specific to the metarhodopsin-I intermediate. The internal water molecules interact with several conserved residues, suggesting that changes in internal hydration may be important during the activation of other GPCRs. The results serve to illustrate the synergism of long-time-scale molecular dynamics simulations and NMR in enhancing our understanding of GPCR function.
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Affiliation(s)
- Alan Grossfield
- IBM TJ Watson Research Center, 1101 Kitchawan Road, PO Box 218, Yorktown Heights, NY 10598, USA
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31
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Reumann M, Fitch BG, Rayshubskiy A, Keller DU, Weiss DL, Seemann G, Dössel O, Pitman MC, Rice JJ. Large scale cardiac modeling on the Blue Gene supercomputer. Annu Int Conf IEEE Eng Med Biol Soc 2008; 2008:577-580. [PMID: 19162721 DOI: 10.1109/iembs.2008.4649218] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Multi-scale, multi-physical heart models have not yet been able to include a high degree of accuracy and resolution with respect to model detail and spatial resolution due to computational limitations of current systems. We propose a framework to compute large scale cardiac models. Decomposition of anatomical data in segments to be distributed on a parallel computer is carried out by optimal recursive bisection (ORB). The algorithm takes into account a computational load parameter which has to be adjusted according to the cell models used. The diffusion term is realized by the monodomain equations. The anatomical data-set was given by both ventricles of the Visible Female data-set in a 0.2 mm resolution. Heterogeneous anisotropy was included in the computation. Model weights as input for the decomposition and load balancing were set to (a) 1 for tissue and 0 for non-tissue elements; (b) 10 for tissue and 1 for non-tissue elements. Scaling results for 512, 1024, 2048, 4096 and 8192 computational nodes were obtained for 10 ms simulation time. The simulations were carried out on an IBM Blue Gene/L parallel computer. A 1 s simulation was then carried out on 2048 nodes for the optimal model load. Load balances did not differ significantly across computational nodes even if the number of data elements distributed to each node differed greatly. Since the ORB algorithm did not take into account computational load due to communication cycles, the speedup is close to optimal for the computation time but not optimal overall due to the communication overhead. However, the simulation times were reduced form 87 minutes on 512 to 11 minutes on 8192 nodes. This work demonstrates that it is possible to run simulations of the presented detailed cardiac model within hours for the simulation of a heart beat.
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Affiliation(s)
- Matthias Reumann
- Computational Biology Center, IBM TJ Watson Research Center, Yorktown Heights, 1101 Kitchawan Road, Route 134, NY 10598, USA.
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32
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Lau PW, Grossfield A, Feller SE, Pitman MC, Brown MF. Dynamic structure of retinylidene ligand of rhodopsin probed by molecular simulations. J Mol Biol 2007; 372:906-917. [PMID: 17719606 PMCID: PMC5233727 DOI: 10.1016/j.jmb.2007.06.047] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [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] [Received: 03/13/2007] [Revised: 06/13/2007] [Accepted: 06/18/2007] [Indexed: 11/22/2022]
Abstract
Rhodopsin is currently the only available atomic-resolution template for understanding biological functions of the G protein-coupled receptor (GPCR) family. The structural basis for the phenomenal dark state stability of 11-cis-retinal bound to rhodopsin and its ultrafast photoreaction are active topics of research. In particular, the beta-ionone ring of the retinylidene inverse agonist is crucial for the activation mechanism. We analyzed a total of 23 independent, 100 ns all-atom molecular dynamics simulations of rhodopsin embedded in a lipid bilayer in the microcanonical (N,V,E) ensemble. Analysis of intramolecular fluctuations predicts hydrogen-out-of-plane (HOOP) wagging modes of retinal consistent with those found in Raman vibrational spectroscopy. We show that sampling and ergodicity of the ensemble of simulations are crucial for determining the distribution of conformers of retinal bound to rhodopsin. The polyene chain is rigidly locked into a single, twisted conformation, consistent with the function of retinal as an inverse agonist in the dark state. Most surprisingly, the beta-ionone ring is mobile within its binding pocket; interactions are non-specific and the cavity is sufficiently large to enable structural heterogeneity. We find that retinal occupies two distinct conformations in the dark state, contrary to most previous assumptions. The beta-ionone ring can rotate relative to the polyene chain, thereby populating both positively and negatively twisted 6-s-cis enantiomers. This result, while unexpected, strongly agrees with experimental solid-state (2)H NMR spectra. Correlation analysis identifies the residues most critical to controlling mobility of retinal; we find that Trp265 moves away from the ionone ring prior to any conformational transition. Our findings reinforce how molecular dynamics simulations can challenge conventional assumptions for interpreting experimental data, especially where existing models neglect conformational fluctuations.
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Affiliation(s)
- Pick-Wei Lau
- Department of Biochemistry & Molecular Biophysics, University of Arizona, Tucson, Arizona 85721, USA
| | - Alan Grossfield
- IBM TJ Watson Research Center, Yorktown Heights, New York 10598, USA
| | - Scott E. Feller
- Department of Chemistry, Wabash College, Crawfordsville, Indiana 47933, USA
| | - Michael C. Pitman
- IBM TJ Watson Research Center, Yorktown Heights, New York 10598, USA
| | - Michael F. Brown
- Department of Biochemistry & Molecular Biophysics, University of Arizona, Tucson, Arizona 85721, USA
- Department of Chemistry, University of Arizona, Tucson, Arizona 85721, USA
- Department of Physics, University of Arizona, Tucson, Arizona 85721, USA
- Corresponding author. Present address: Pick-Wei Lau, Department of Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA.
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33
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Abstract
Recent NMR experiments and molecular dynamics simulations have indicated that rhodopsin is preferentially solvated by omega-3 fatty acids compared to saturated chains. However, to date no physical theory has been advanced to explain this phenomenon. The present work presents a novel thermodynamic explanation for this preferential solvation based on statistical analysis of 26,100 ns all-atom molecular dynamics simulations of rhodopsin in membranes rich in polyunsaturated chains. The results indicate that the preferential solvation by omega-3 chains is entropically driven; all chains experience an entropic penalty when associating with the protein, but the penalty is significantly larger for saturated chains.
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34
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Abstract
The central question in evaluating almost any result from a molecular dynamics simulation is whether the calculation has converged. Unfortunately, assessing the ergodicity of a single trajectory is very difficult to do. In this work, we assess the sampling of molecular dynamics simulations of the membrane protein rhodopsin by comparing the results from 26 independent trajectories, each run for 100 ns. By examining principal components and cluster populations, we show that rhodopsin's fluctuations are not well described by 100 ns of dynamics, and that the sampling is not fully converged even for individual loops. The results serve as a reminder of the caution required when interpreting molecular dynamics simulations of macromolecules.
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Affiliation(s)
- Alan Grossfield
- IBM T. J. Watson Research Center, Yorktown Heights, New York 10598, USA.
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35
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Pitman MC, Suits F, Gawrisch K, Feller SE. Molecular dynamics investigation of dynamical properties of phosphatidylethanolamine lipid bilayers. J Chem Phys 2007; 122:244715. [PMID: 16035801 DOI: 10.1063/1.1899153] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.8] [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: 11/14/2022] Open
Abstract
We describe the dynamic behavior of a 1-stearoyl-2-oleoyl-phosphatidylethanolamine (SOPE) bilayer from a 20 ns molecular dynamics simulation. The dynamics of individual molecules are characterized in terms of (2)H spin-lattice relaxation rates, nuclear overhauser enhancement spectroscopy (NOESY) cross-relaxation rates, and lateral diffusion coefficients. Additionally, we describe the dynamics of hydrogen bonding through an analysis of hydrogen bond lifetimes and the time evolution of clusters of hydrogen bonded lipids. The simulated trajectory is shown to be consistent with experimental measures of internal, intermolecular, and diffusive motion. Consistent with our analysis of SOPE structure in the companion paper, we see hydrogen bonding dominating the dynamics of the interface region. Comparison of (2)H T(1) relaxation rates for chain methylene segments in phosphatidylcholine and phosphatidylethanolamine bilayers indicates that slower motion resulting from hydrogen bonding extends at least three carbons into the hydrophobic core. NOESY cross-relaxation rates compare well with experimental values, indicating the observed hydrogen bonding dynamics are realistic. Calculated lateral diffusion rates (4 +/ -1 x 10(-8) cm(2)s) are comparable, though somewhat lower than, those determined by pulsed field gradient NMR methods.
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Affiliation(s)
- Michael C Pitman
- IBM TJ Watson Research Center, Yorktown Heights, New York 10598, USA
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36
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Suits F, Pitman MC, Feller SE. Molecular dynamics investigation of the structural properties of phosphatidylethanolamine lipid bilayers. J Chem Phys 2007; 122:244714. [PMID: 16035800 DOI: 10.1063/1.1899152] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [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: 11/14/2022] Open
Abstract
We report a 14 ns microcanonical (NVE) molecular dynamics simulation of a fully hydrated bilayer of 1-stearoyl-2-oleoyl-phosphatidyethanolamine. This study describes the structure of the bilayer in terms of NMR order parameters and radial distribution functions, and compares them to experimental results and simulations of other lipids. A focus of this work is the characterization of the lipid-water interface, particularly the hydrogen bonding network of the phosphatidylethanolamine (PE) headgroups. We find that hydrogen bonding between the primary amine and phosphate groups has a pronounced effect on the structure of PE relative to phosphatidylcholine, and is evident in, for example, the P-N radial distribution functions.
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Affiliation(s)
- Frank Suits
- IBM TJ Watson Research Center, Yorktown Heights, New York 10598, USA
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37
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Martínez-Mayorga K, Pitman MC, Grossfield A, Feller SE, Brown MF. Retinal Counterion Switch Mechanism in Vision Evaluated by Molecular Simulations. J Am Chem Soc 2006; 128:16502-3. [PMID: 17177390 DOI: 10.1021/ja0671971] [Citation(s) in RCA: 69] [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
Photoisomerization of the retinylidene chromophore of rhodopsin is the starting point in the vision cascade. A counterion switch mechanism that stabilizes the retinal protonated Schiff base (PSB) has been proposed to be an essential step in rhodopsin activation. On the basis of vibrational and UV-visible spectroscopy, two counterion switch models have emerged. In the first model, the PSB is stabilized by Glu181 in the meta I state, while in the most recent proposal, it is stabilized by Glu113 as well as Glu181. We assess these models by conducting a pair of microsecond scale, all-atom molecular dynamics simulations of rhodopsin embedded in a 99-lipid bilayer of SDPC, SDPE, and cholesterol (2:2:1 ratio) varying the starting protonation state of Glu181. Theoretical simulations gave different orientations of retinal for the two counterion switch mechanisms, which were used to simulate experimental 2H NMR spectra for the C5, C9, and C13 methyl groups. Comparison of the simulated 2H NMR spectra with experimental data supports the complex-counterion mechanism. Hence, our results indicate that Glu113 and Glu181 stabilize the retinal PSB in the meta I state prior to activation of rhodopsin.
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38
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Grossfield A, Feller SE, Pitman MC. A role for direct interactions in the modulation of rhodopsin by omega-3 polyunsaturated lipids. Proc Natl Acad Sci U S A 2006; 103:4888-93. [PMID: 16547139 PMCID: PMC1458765 DOI: 10.1073/pnas.0508352103] [Citation(s) in RCA: 229] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2005] [Indexed: 11/18/2022] Open
Abstract
Rhodopsin, the G protein-coupled receptor primarily responsible for sensing light, is found in an environment rich in polyunsaturated lipid chains and cholesterol. Biophysical experiments have shown that lipid unsaturation and cholesterol both have significant effects on rhodopsin's stability and function; omega-3 polyunsaturated chains, such as docosahexaenoic acid (DHA), destabilize rhodopsin and enhance the kinetics of the photocycle, whereas cholesterol has the opposite effect. Here, we use molecular dynamics simulations to investigate the possibility that polyunsaturated chains modulate rhodopsin stability and kinetics via specific direct interactions. By analyzing the results of 26 independent 100-ns simulations of dark-adapted rhodopsin, we found that DHA routinely forms tight associations with the protein in a small number of specific locations qualitatively different from the nonspecific interactions made by saturated chains and cholesterol. Furthermore, the presence of tightly packed DHA molecules tends to weaken the interhelical packing. These results are consistent with recent NMR work, which proposes that rhodopsin binds DHA, and they suggest a molecular rationale for DHA's effects on rhodopsin stability and kinetics.
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Affiliation(s)
- Alan Grossfield
- *T. J. Watson Research Center, IBM, 1101 Kitchawan Road, Yorktown Heights, NY 10598; and
| | - Scott E. Feller
- Department of Chemistry, Wabash College, 301 West Wabash Avenue, Crawfordsville, IN 47933
| | - Michael C. Pitman
- *T. J. Watson Research Center, IBM, 1101 Kitchawan Road, Yorktown Heights, NY 10598; and
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Abstract
Blunt-tipped needles have previously been shown to reduce needle-stick injury but the issue of morbidity had not been addressed. As awareness of the need for universal precautions heightens, concerns have been raised about any possible morbidity brought about by their use. We present the results of a randomised, controlled study which investigated wound morbidity following caesarean section. Of the 204 women randomised to closure with sharp or blunt-tipped needles, none developed anything other than superficial infection and there were no significant differences between the two groups. We conclude that the use of blunt-tipped needles does not cause an increase in wound morbidity.
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Affiliation(s)
- M K Stafford
- Academic Department of Obstetrics and Gynaecology, Charing Cross and Westminster Medical School, Chelsea and Westminster Hospital, London, UK
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40
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Pitman MC, Grossfield A, Suits F, Feller SE. Role of Cholesterol and Polyunsaturated Chains in Lipid−Protein Interactions: Molecular Dynamics Simulation of Rhodopsin in a Realistic Membrane Environment. J Am Chem Soc 2005; 127:4576-7. [PMID: 15796514 DOI: 10.1021/ja042715y] [Citation(s) in RCA: 114] [Impact Index Per Article: 6.0] [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: 11/29/2022]
Abstract
We present a 118-ns molecular dynamics simulation of rhodopsin embedded in a bilayer composed of a 2:2:1 mixture of 1-stearoyl-2-docosahexaenoyl-phosphatidylcholine (SDPC), 1-stearoyl-2-docosahexaenoyl-phosphatidylethanolamine (SDPE), and cholesterol, respectively. The simulation demonstrates that the protein breaks the lateral and transverse symmetry of the bilayer. Lipids near the protein preferentially reorient such that their unsaturated chains interact with the protein, while the distribution of cholesterol in the membrane complements the variations in rhodopsin's transverse profile. The latter phenomenon suggests a molecular-level mechanism for the experimental finding that cholesterol stabilizes the native dark-adapted state of rhodopsin without binding directly to the protein.
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Affiliation(s)
- Michael C Pitman
- IBM T. J. Watson Research Center, 1101 Kitchawan Road, P.O. Box 218, Yorktown Heights, NY 10598, USA
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Pitman MC, Suits F, Mackerell AD, Feller SE. Molecular-Level Organization of Saturated and Polyunsaturated Fatty Acids in a Phosphatidylcholine Bilayer Containing Cholesterol†. Biochemistry 2004; 43:15318-28. [PMID: 15581344 DOI: 10.1021/bi048231w] [Citation(s) in RCA: 142] [Impact Index Per Article: 7.1] [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
Cholesterol's preference for specific fatty acid chains is investigated at the atomic level in a 20 ns molecular dynamics computer simulation of a lipid bilayer membrane consisting of cholesterol and 1-stearoyl-2-docosahexaenoyl-sn-glycero-3-phosphocholine (SDPC) in a 1:3 ratio. These simulations reproduce experimental measurements suggesting that cholesterol prefers to be solvated by saturated acyl chains and has a low affinity for polyunsaturated fatty acids. Analyses of the simulation trajectory provide a detailed picture of both the transverse and lateral structures of the lipid bilayer membrane, along with a description of lipid and cholesterol dynamics at high temporal resolution. Comparison with a previous simulation of a pure phospholipid bilayer allows an atomic-level description of the changes in membrane structure and dynamics resulting from incorporation of cholesterol. The observed differential cholesterol interactions with saturated and polyunsaturated lipids provide a mechanism for the formation of laterally inhomogeneous membranes; thus, the simulation provides molecular-level insight into the formation of lipid rafts.
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Affiliation(s)
- Michael C Pitman
- IBM T. J. Watson Research Center, Yorktown Heights, New York 10598, USA
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Pitman MC, Huber WK, Horn H, Krämer A, Rice JE, Swope WC. FLASHFLOOD: a 3D field-based similarity search and alignment method for flexible molecules. J Comput Aided Mol Des 2001; 15:587-612. [PMID: 11688943 DOI: 10.1023/a:1011921423829] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [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: 11/12/2022]
Abstract
A three-dimensional field-based similarity search and alignment method for flexible molecules is introduced. The conformational space of a flexible molecule is represented in terms of fragments and torsional angles of allowed conformations. A user-definable property field is used to compute features of fragment pairs. Features are generalizations of CoMMA descriptors that characterize local regions of the property field by its local moments. The features are invariant under coordinate system transformations. Features taken from a query molecule are used to form alignments with fragment pairs in the database. An assembly algorithm is then used to merge the fragment pairs into full structures, aligned to the query. Key to the method is the use of a context adaptive descriptor scaling procedure as the basis for similarity. This allows the user to tune the weights of the various feature components based on examples relevant to the particular context under investigation. The property fields may range from simple, phenomenological fields, to fields derived from quantum mechanical calculations. We apply the method to the dihydrofolate/methotrexate benchmark system, and show that when one injects relevant contextual information into the descriptor scaling procedure, better results are obtained more efficiently. We also show how the method works and include computer times for a query from a database that represents approximately 23 million conformers of seventeen flexible molecules.
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Affiliation(s)
- M C Pitman
- IBM T. J. Watson Research Center, Yorktown Heights, NY 10598, USA.
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Silverman BD, Pitman MC, Platt DE. Molecular moment similarity between several nucleoside analogs of thymidine and thymidine. sil@watson.ibm.com. J Biomol Struct Dyn 1999; 16:1169-75. [PMID: 10447201 DOI: 10.1080/07391102.1999.10508325] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [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: 10/28/2022]
Abstract
Molecular moment descriptors of the shape and charge distributions of twenty five nucleoside structures have been examined. The structures include thymidine as well as the difluorotoluene nucleoside analog which has been found to pair efficiently with adenine by polymerase catalysis. The remaining twenty three structures have been chosen to be as structurally similar to thymidine and to the difluorotoluene nucleoside analog as possible. The moment descriptors which include a description of the relationship of molecular charge to shape show the difluorotoluene nucleoside to be one of the most proximate molecules to thymidine in the space of the molecular moments. The calculations, therefore, suggest that polymerase specificity might be not only a consequence of molecular steric features alone but also of the molecular electrostatic environment and its registration with molecular shape.
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Affiliation(s)
- B D Silverman
- IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, USA.
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Silverman BD, Pitman MC, Platt DE, Rigoutsos I. Molecular moment similarity between clozapine and substituted [(4-phenylpiperazinyl)-methyl] benzamides: selective dopamine D4 agonists. J Comput Aided Mol Des 1998; 12:525-32. [PMID: 9879500 DOI: 10.1023/a:1008064003409] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [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: 11/12/2022]
Abstract
Moment descriptors of the molecular charge and mass distributions are investigated within the context of molecular similarity. Euclidean distances in the moment descriptor space are shown to yield molecular proximities in accord with chemical intuition for a substituted [(4-phenylpiperazinyl)-methyl] benzamide series of dopamine D4 agonists. The proximity of the dopamine D4 antagonist clozapine to the molecules of this series is also examined in the moment space.
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Affiliation(s)
- B D Silverman
- IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, USA
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Antonucci MC, Pitman MC, Eid T, Steer PJ, Genevier ES. Simultaneous monitoring of head-to-cervix forces, intrauterine pressure and cervical dilatation during labour. Med Eng Phys 1997; 19:317-26. [PMID: 9302671 DOI: 10.1016/s1350-4533(96)00080-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.9] [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: 02/05/2023]
Abstract
In many westernized countries, the caesarean section role has now reached 15% or more, most commonly because of slow progress in labour. In order for labour to result in a vaginal delivery, the uterine cervix must dilate to allow the foetus to travel through the birth canal. This process is driven by uterine contractions, but the mechanisms by which the contractions result in cervical dilatation are still far from clear. The force exerted by the presenting part (foetal head) on the cervical tissue during contractions (head-to-cervix force, HCF) has been shown to be the variable with the best correlation with cervical dilatation. Unfortunately, the mechanism by which these two variables are related is still poorly understood. In order to investigate the relationship between head-to-cervix force, intrauterine pressure (IUP) and cervical dilatation, we have developed a system for their simultaneous and continuous monitoring during labour. The HCF is measured by using a novel intrauterine probe which is slipped alongside the foetal head so as to lie sandwiched between the latter and the cervix. The probe is fitted with six specially designed miniature force sensors, spaced 1.8 cm apart, which respond linearly and approximate the behaviour of load cells. They are interfaced with a PC by circuitry that allows auto-zeroing and drift compensation. The system enables simultaneous acquisition of intrauterine pressure and foetal heart rate (measured using a Sonicaid Meridian foetal monitor) via a serial link, together with continuous cervical dilatation measured by a caliper-like device applied to the cervix. Some preliminary data are presented, which suggest that the system can be used to investigate the role played by head-to-cervix force and intrauterine pressure in the cervix dilatation process.
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Affiliation(s)
- M C Antonucci
- Academic Department of Obstetrics & Gynaecology, Charing Cross & Westminster Medical School, Chelsea & Westminster Hospital, London, UK
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