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Klein F, Abreu C, Pantano S. How to Make the CUTiest Sensor in Three Simple Steps for Computational Pedestrians. Methods Mol Biol 2022; 2483:255-264. [PMID: 35286681 DOI: 10.1007/978-1-0716-2245-2_16] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Genetically encoded FRET sensors for revealing local concentrations of second messengers in living cells have enormously contributed to our understanding of physiological and pathological processes. However, the development of sensors remains an intricate process. Using simulation techniques, we recently introduced a new architecture to measure intracellular concentrations of cAMP named CUTie, which works as a FRET tag for arbitrary targeting domains. Although our method showed quasi-quantitative predictive power in the design of cAMP and cGMP sensors, it remains intricate and requires specific computational skills. Here, we provide a simplified computer-aided protocol to design tailor-made CUTie sensors based on arbitrary cyclic nucleotide-binding domains. As a proof of concept, we applied this method to construct a new CUTie sensor with a significantly higher cAMP sensitivity (EC50 = 460 nM).This simple protocol, which integrates our previous experience, only requires free web servers and can be straightforwardly used to create cAMP sensors adapted to the physicochemical characteristics of known cyclic nucleotide-binding domains.
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Affiliation(s)
| | - Cecilia Abreu
- Institut Pasteur de Montevideo, Montevideo, Uruguay.
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Snášel J, Pichová I. Allosteric regulation of pyruvate kinase from Mycobacterium tuberculosis by metabolites. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2018; 1867:125-139. [PMID: 30419357 DOI: 10.1016/j.bbapap.2018.11.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 10/26/2018] [Accepted: 11/08/2018] [Indexed: 12/01/2022]
Abstract
Mycobacterium tuberculosis (Mtb) causes both acute tuberculosis and latent, symptom-free infection that affects roughly one-third of the world's population. It is a globally important pathogen that poses multiple dangers. Mtb reprograms its metabolism in response to the host niche, and this adaptation contributes to its pathogenicity. Knowledge of the metabolic regulation mechanisms in Mtb is still limited. Pyruvate kinase, involved in the late stage of glycolysis, helps link various metabolic routes together. Here, we demonstrate that Mtb pyruvate kinase (Mtb PYK) predominantly catalyzes the reaction leading to the production of pyruvate, but its activity is influenced by multiple metabolites from closely interlinked pathways that act as allosteric regulators (activators and inhibitors). We identified allosteric activators and inhibitors of Mtb PYK originating from glycolysis, citrate cycle, nucleotide/nucleoside inter-conversion related pathways that had not been described so far. Enzyme was found to be activated by fructose-1,6-bisphosphate, ribose-5-phosphate, adenine, adenosine, hypoxanthine, inosine, L-2-phosphoglycerate, l-aspartate, glycerol-2-phosphate, glycerol-3-phosphate. On the other hand thiamine pyrophosphate, glyceraldehyde-3-phosphate and L-malate were identified as inhibitors of Mtb PYK. The detailed kinetic analysis indicated a morpheein model of Mtb PYK allosteric control which is strictly dependent on Mg2+ and substantially increased by the co-presence of Mg2+ and K+.
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Affiliation(s)
- Jan Snášel
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo nám. 2, Prague 166 10, Czech Republic
| | - Iva Pichová
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo nám. 2, Prague 166 10, Czech Republic.
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Machado M, Pantano S. Structure-based, in silico approaches for the development of novel cAMP FRET reporters. Methods Mol Biol 2015; 1294:41-58. [PMID: 25783876 DOI: 10.1007/978-1-4939-2537-7_4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
A significant contribution to the research in cAMP signaling has been made by the development of genetically encoded FRET sensors that allow detection of local concentrations of second messengers in living cells. Nowadays, the availability of a number of 3D structures of cyclic nucleotide-binding domains (CNBD) undergoing conformational transitions upon cAMP binding, along with computational tools, can be exploited for the design of novel or improved sensors. In this chapter we will overview some coarse-grained geometrical considerations on fluorescent proteins, CNBD, and linker peptides to draw simple qualitative rules that may aid the design of novel sensors. Finally, we will illustrate how the application of these simple rules can be used to describe the mechanistic basis of cAMP sensors reported in the literature.
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Affiliation(s)
- Matías Machado
- Group of Biomolecular Simulations, Institut Pasteur de Montevideo, Mataojo 2020, 11400, Montevideo, Uruguay
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Temporal sensitivity of protein kinase a activation in late-phase long term potentiation. PLoS Comput Biol 2010; 6:e1000691. [PMID: 20195498 PMCID: PMC2829045 DOI: 10.1371/journal.pcbi.1000691] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2009] [Accepted: 01/26/2010] [Indexed: 01/22/2023] Open
Abstract
Protein kinases play critical roles in learning and memory and in long term potentiation (LTP), a form of synaptic plasticity. The induction of late-phase LTP (L-LTP) in the CA1 region of the hippocampus requires several kinases, including CaMKII and PKA, which are activated by calcium-dependent signaling processes and other intracellular signaling pathways. The requirement for PKA is limited to L-LTP induced using spaced stimuli, but not massed stimuli. To investigate this temporal sensitivity of PKA, a computational biochemical model of L-LTP induction in CA1 pyramidal neurons was developed. The model describes the interactions of calcium and cAMP signaling pathways and is based on published biochemical measurements of two key synaptic signaling molecules, PKA and CaMKII. The model is stimulated using four 100 Hz tetani separated by 3 sec (massed) or 300 sec (spaced), identical to experimental L-LTP induction protocols. Simulations show that spaced stimulation activates more PKA than massed stimulation, and makes a key experimental prediction, that L-LTP is PKA-dependent for intervals larger than 60 sec. Experimental measurements of L-LTP demonstrate that intervals of 80 sec, but not 40 sec, produce PKA-dependent L-LTP, thereby confirming the model prediction. Examination of CaMKII reveals that its temporal sensitivity is opposite that of PKA, suggesting that PKA is required after spaced stimulation to compensate for a decrease in CaMKII. In addition to explaining the temporal sensitivity of PKA, these simulations suggest that the use of several kinases for memory storage allows each to respond optimally to different temporal patterns. The hippocampus is a part of the cerebral cortex intimately involved in learning and memory behavior. A common cellular model of learning is a long lasting form of long term potentiation (L-LTP) in the hippocampus, because it shares several characteristics with learning. For example, both learning and long term potentiation exhibit sensitivity to temporal patterns of synaptic inputs and share common intracellular events such as activation of specific intracellular signaling pathways. Therefore, understanding the pivotal molecules in the intracellular signaling pathways underlying temporal sensitivity of L-LTP in the hippocampus may illuminate mechanisms underlying learning. We developed a computational model to evaluate whether the signaling pathways leading to activation of the two critical enzymes: protein kinase A and calcium-calmodulin-dependent kinase II are sufficient to explain the experimentally observed temporal sensitivity. Indeed, the simulations demonstrate that these enzymes exhibit different temporal sensitivities, and make a key experimental prediction, that L-LTP is dependent on protein kinase A for intervals larger than 60 sec. Measurements of hippocampal L-LTP confirm this prediction, demonstrating the value of a systems biology approach to computational neuroscience.
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Pantano S. In silico description of fluorescent probes in vivo. J Mol Graph Model 2008; 27:563-7. [PMID: 18835798 DOI: 10.1016/j.jmgm.2008.08.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2008] [Revised: 08/11/2008] [Accepted: 08/16/2008] [Indexed: 11/17/2022]
Abstract
Fluorescent imaging in vivo has became one of the most powerful tools to follow the temporal and spatial localization of a variety of intracellular molecular events. Genetically encoded fluorescent indicators using the FRET effect are routinely used although the molecular basis regulating their functioning is not completely known. Here, the structural and dynamics properties of a commonly used FRET sensor for the second messenger cAMP based on the cAMP-binding domains of the regulatory subunit of Protein Kinase A are presented. Molecular dynamics simulations allowed pinpointing the main features of cAMP driven conformational transition and dissecting the contributions of geometric factors governing the functioning of the biosensor. Simulations suggest that, although orientational factors are not fully isotropic, they are highly dynamic making the inter-chromophore distance the dominant feature, determining the functioning of the probes. It is expected that this computer-aided methodology may state general basis for rational design strategies of fluorescent markers for in vivo imaging.
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Affiliation(s)
- Sergio Pantano
- Institut Pasteur of Montevideo, Calle Mataojo 2020, CP 11400, Montevideo, Uruguay.
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Stokeley D, Bemporad D, Gavaghan D, Sansom MSP. Conformational Dynamics of a Lipid-Interacting Protein: MD Simulations of Saposin B. Biochemistry 2007; 46:13573-80. [DOI: 10.1021/bi701320a] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Daniel Stokeley
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K., Computing Laboratory, University of Oxford, Oxford OX1 3QD, U.K., and Johnson and Johnson Pharmaceutical Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Daniele Bemporad
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K., Computing Laboratory, University of Oxford, Oxford OX1 3QD, U.K., and Johnson and Johnson Pharmaceutical Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - David Gavaghan
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K., Computing Laboratory, University of Oxford, Oxford OX1 3QD, U.K., and Johnson and Johnson Pharmaceutical Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
| | - Mark S. P. Sansom
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K., Computing Laboratory, University of Oxford, Oxford OX1 3QD, U.K., and Johnson and Johnson Pharmaceutical Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium
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Xiao H, Wang J, Chen G, Li G. Electrochemical evaluation of self-disassociation of PKA upon activation by cAMP. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2007; 23:3506-8. [PMID: 17311425 DOI: 10.1021/la061529y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
The allosteric reaction of protein kinase A (PKA) upon binding of cyclic AMP (cAMP) is revealed with an electrochemical technique through the redox current change of an electrochemically active marker. The different effect of cAMP's regulation at a distinct concentration level is obtained in this system. The influence of structural analogues is also examined with respect to the affinity and special selectivity. This study presents an electrochemical approach to the rapid and sensitive investigation of the protein-ligand interaction in the signal transduction networks.
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Affiliation(s)
- Han Xiao
- Department of Biochemistry and National Key Laboratory of Pharmaceutical Biotechnology, Nanjing University, Nanjing 210093, PR China
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Berrera M, Pantano S, Carloni P. Catabolite Activator Protein in Aqueous Solution: A Molecular Simulation Study. J Phys Chem B 2007; 111:1496-501. [PMID: 17243667 DOI: 10.1021/jp0667893] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The homodimeric catabolite activator protein (CAP) is a bacterial DNA binding transcription regulator whose activity is controlled by the binding of the intracellular mediator cyclic adenosine monophosphate (cAMP). Each CAP subunit consists of a cyclic nucleotide and a DNA binding domain. Here, we investigate the structural features of the ligand-bound CAP in aqueous solution by molecular dynamics simulations based on the available X-ray structures (Passner et al. J. Mol. Biol. 2000, 304, 847-859 and Chen et al. J. Mol. Biol. 2001, 314, 63-74). Our calculations suggest that the homodimer in solution assumes a symmetric arrangement in which both DNA binding domains are separated from the respective cyclic nucleotide binding domains by a cleft. This contrasts with the X-ray structure, which exhibits instead an asymmetric conformation. On the basis of electrostatics calculations, we propose that the symmetric structure in solution may be an important feature for DNA molecular recognition.
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Affiliation(s)
- Marco Berrera
- Scuola Internazionale Superiore di Studi Avanzati (SISSA) and INFM, Democritos Modeling Center for Research In Atomistic Simulation, via Beirut 4, 34014 Trieste, Italy
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Berrera M, Pantano S, Carloni P. cAMP Modulation of the cytoplasmic domain in the HCN2 channel investigated by molecular simulations. Biophys J 2006; 90:3428-33. [PMID: 16500960 PMCID: PMC1440727 DOI: 10.1529/biophysj.105.071621] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The hyperpolarization-activated cyclic nucleotide-modulated (HCN) cation channels are opened by membrane hyperpolarization, while their activation is modulated by the binding of cyclic adenosine monophosphate (cAMP) in the cytoplasm. Here we investigate the molecular basis of cAMP channel modulation by performing molecular dynamics simulations of a segment comprising the C-linker and the cyclic nucleotide binding domain (CNBD) in the presence and absence of cAMP, based on the available crystal structure of HCN2 from mouse. In presence of cAMP, the protein undergoes an oscillation of the quaternary structure on the order of 10 ns, not observed in the apoprotein. In contrast, the absence of ligand causes conformational rearrangements within the CNBDs, driving these domains to a more flexible state, similar to that described in CNBDs of other proteins. This increased flexibility causes a rather disordered movement of the CNBDs, resulting in an inhibitory effect on the channel. We propose that the cAMP-triggered large-scale oscillation plays an important role for the channel's function, being coupled to a motion of the C-linker which, in turn, modulates the gating of the channel.
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Affiliation(s)
- Marco Berrera
- Scuola Internazionale Superiore di Studi Avanzati and Istituto Nazionale per la Fisica della Materia, Democritos Modeling Center for Research in Atomic Simulation, Trieste, Italy
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