1
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Structural coalescence underlies the aggregation propensity of a β-barrel protein motif. PLoS One 2017; 12:e0170607. [PMID: 28187186 PMCID: PMC5302452 DOI: 10.1371/journal.pone.0170607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 01/07/2017] [Indexed: 02/07/2023] Open
Abstract
A clear understanding of the structural foundations underlying protein aggregation is an elusive goal of central biomedical importance. A step toward this aim is exemplified by the β-barrel motif represented by the intestinal fatty acid binding protein (IFABP) and two abridged all-β sheet forms (Δ98Δ and Δ78Δ). At odds with the established notion that a perturbation of the native fold should necessarily favor a buildup of intermediate forms with an enhanced tendency to aggregate, the intrinsic stability (ΔG°H2O) of these proteins does not bear a straightforward correlation with their trifluoroethanol (TFE)-induced aggregation propensity. In view of this fact, we found it more insightful to delve into the connection between structure and stability under sub-aggregating conditions (10% TFE). In the absence of the co-solvent, the abridged variants display a common native-like region decorated with a disordered C-terminal stretch. Upon TFE addition, an increase in secondary structure content is observed, assimilating them to the parent protein. In this sense, TFE perturbs a common native like region while exerting a global compaction effect. Importantly, in all cases, fatty acid binding function is preserved. Interestingly, energetic as well as structural diversity in aqueous solution evolves into a common conformational ensemble more akin in stability. These facts reconcile apparent paradoxical findings related to stability and rates of aggregation. This scenario likely mimics the accrual of aggregation-prone species in the population, an early critical event for the development of fibrillation.
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2
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Shireen T, Basu A, Sarkar M, Mukhopadhyay K. Lipid composition is an important determinant of antimicrobial activity of alpha-melanocyte stimulating hormone. Biophys Chem 2014; 196:33-9. [PMID: 25282663 DOI: 10.1016/j.bpc.2014.09.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Revised: 09/12/2014] [Accepted: 09/12/2014] [Indexed: 01/12/2023]
Abstract
We have reported strong antimicrobial activity of cationic neuropeptide α-MSH against Staphylococcus aureus. Clinical S. aureus isolates non-susceptible to the peptide had higher amount of cationic phospholipid. To elucidate the molecular basis of lipid selectivity and antimicrobial activity of α-MSH, studies were carried out on SUVs having different combinations of neutral DMPC and anionic lipids DMPG to mimic mammalian and bacterial membrane. The peptide interacted with the DMPG containing vesicles only, as evident from the changes in Trp fluorescence. CD spectroscopy revealed that despite interaction, the peptide retained its native random coil structure. The perturbation of the vesicles caused by peptide interaction is strongly dependent on peptide concentration as seen both by DLS and Tb(3+)/DPA based fluorescence leakage assay. Our data clearly demonstrate the preference of α-MSH to interact with anionic DMPG containing vesicles leading to significant permeabilization which is the molecular basis behind the selectivity of α-MSH for bacterial systems.
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Affiliation(s)
- Tahsina Shireen
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi 110067, India
| | - Arnab Basu
- Chemical Sciences Division, Saha Institute of Nuclear Physics 1/AF, Bidhannagar, Kolkata 700064, India
| | - Munna Sarkar
- Chemical Sciences Division, Saha Institute of Nuclear Physics 1/AF, Bidhannagar, Kolkata 700064, India
| | - Kasturi Mukhopadhyay
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi 110067, India.
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3
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Angelani CR, Curto LM, Cabanas IS, Caramelo JJ, Uversky VN, Delfino JM. Toward a common aggregation mechanism for a β-barrel protein family: Insights derived from a stable dimeric species. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2014; 1844:1599-607. [DOI: 10.1016/j.bbapap.2014.06.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 05/30/2014] [Accepted: 06/02/2014] [Indexed: 10/25/2022]
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4
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Curto LM, Angelani CR, Caramelo JJ, Delfino JM. Truncation of a β-barrel scaffold dissociates intrinsic stability from its propensity to aggregation. Biophys J 2013. [PMID: 23199921 DOI: 10.1016/j.bpj.2012.09.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Δ98Δ is a functional all-β sheet variant of intestinal fatty acid binding protein (IFABP) that was generated by controlled proteolysis. This framework is useful to study the molecular determinants related to aggregation of β-barrel proteins. Albeit displaying increased conformational plasticity, Δ98Δ exhibits a nativelike β-barrel topology and is able to support a cooperative folding behavior. Here we present a comparative study of IFABP and Δ98Δ regarding their conformational perturbation and aggregation propensity triggered by trifluoroethanol. Both proteins share a common nucleation-elongation mechanism, whereby the rate-limiting step is the formation of stable dimeric nuclei followed by the association of monomers to the growing aggregates. Despite leading to a less stable structure, the extensive truncation of IFABP yields a form exhibiting a somewhat lower tendency to aggregate. This finding appears at odds with the established notion that a perturbation of the native compact fold should necessarily favor the population of aggregation-prone species. In addition to the aggregation propensity dictated by a given amino-acid sequence, our contention holds that long-range interactions might also play a major role in determining the overall aggregation propensity.
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Affiliation(s)
- Lucrecia M Curto
- Department of Biological Chemistry and Institute of Biochemistry and Biophysics, School of Pharmacy and Biochemistry, University of Buenos Aires, Buenos Aires, Argentina
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5
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C-terminal amino acids of alpha-melanocyte-stimulating hormone are requisite for its antibacterial activity against Staphylococcus aureus. Antimicrob Agents Chemother 2011; 55:1920-9. [PMID: 21282427 DOI: 10.1128/aac.00957-10] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Alpha-melanocyte-stimulating hormone (α-MSH) is an endogenous neuropeptide that is known for its anti-inflammatory and antipyretic activities. We recently demonstrated that α-MSH possesses staphylocidal activity and causes bacterial membrane damage. To understand the role of its amino acid sequences in the staphylocidal mechanism, in the present study we investigated the antimicrobial activities of different fragments of α-MSH, i.e., α-MSH(6-13), α-MSH(11-13), and α-MSH(1-5), and compared them with that of the entire peptide. Our results showed that peptides containing the C-terminal region of α-MSH, namely, α-MSH(6-13) and α-MSH(11-13), efficiently killed >90% of both methicillin-sensitive and -resistant Staphylococcus aureus cells in the micromolar range and ∼50% of these cells in the nanomolar range; their efficiency was comparable to that of the entire α-MSH, whereas the peptide containing the N-terminal region, α-MSH(1-5), was found to be ineffective against S. aureus. The antimicrobial activity of α-MSH and its C-terminal fragments was not affected by the presence of NaCl or even divalent cations such as Ca2+ and Mg2+. Similar to the case for the parent peptide, α-MSH(6-13) and α-MSH(11-13) also depolarized and permeabilized Staphylococcus cells (∼70 to 80% of the cells were depolarized and lysed after 2 h of peptide exposure at micromolar concentrations). Furthermore, scanning and transmission electron microscopy showed remarkable morphological and ultrastructural changes on S. aureus cell surface due to exposure to α-MSH-based peptides. Thus, our observations indicate that C-terminal fragments of α-MSH retain the antimicrobial activity of entire peptide and that their mechanism of action is similar to that of full-length peptide. These observations are important and are critical in the rational design of α-MSH-based therapeutics with optimal efficacy.
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6
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Villamil Giraldo AM, Lopez Medus M, Gonzalez Lebrero M, Pagano RS, Labriola CA, Landolfo L, Delfino JM, Parodi AJ, Caramelo JJ. The structure of calreticulin C-terminal domain is modulated by physiological variations of calcium concentration. J Biol Chem 2009; 285:4544-53. [PMID: 20018892 DOI: 10.1074/jbc.m109.034512] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Calreticulin is an abundant endoplasmic reticulum resident protein that fulfills at least two basic functions. Firstly, due to its ability to bind monoglucosylated high mannose oligosaccharides, calreticulin is a central component of the folding quality control system of glycoproteins. On the other hand, thanks to its capacity to bind high amounts of calcium, calreticulin is one of the main calcium buffers in the endoplasmic reticulum. This last activity resides on a highly negatively charged domain located at the C terminus. Interestingly, this domain has been proposed to regulate the intracellular localization of calreticulin. Structural information for this domain is currently scarce. Here we address this issue by employing a combination of biophysical techniques and molecular dynamics simulation. We found that calreticulin C-terminal domain at low calcium concentration displays a disordered structure, whereas calcium addition induces a more rigid and compact conformation. Remarkably, this change develops when calcium concentration varies within a range similar to that taking place in the endoplasmic reticulum upon physiological fluctuations. In addition, a much higher calcium concentration is necessary to attain similar responses in a peptide displaying a randomized sequence of calreticulin C-terminal domain, illustrating the sequence specificity of this effect. Molecular dynamics simulation reveals that this ordering effect is a consequence of the ability of calcium to bring into close proximity residues that lie apart in the primary structure. These results place calreticulin in a new setting in which the protein behaves not only as a calcium-binding protein but as a finely tuned calcium sensor.
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Affiliation(s)
- Ana María Villamil Giraldo
- Laboratory of Structural Cell Biology, Fundación Instituto Leloir and Instituto de Investigaciones Bioquímicas de Buenos Aires, Avenida Patricias Argentinas 435, C1405BWE Buenos Aires, Argentina
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7
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Turčić P, Bradamante M, Houra K, Štambuk N, Kelava T, Konjevoda P, Kazazić S, Vikić-Topić D, Pokrić B. Effects of alpha-melanocortin enantiomers on acetaminophen-induced hepatotoxicity in CBA mice. Molecules 2009; 14:5017-26. [PMID: 20032874 PMCID: PMC6254967 DOI: 10.3390/molecules14125017] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2009] [Revised: 11/22/2009] [Accepted: 11/30/2009] [Indexed: 11/17/2022] Open
Abstract
Proteins and peptides in mammals are based exclusively on l-amino acids. Recent investigations show that d-amino acids exhibit physiological effects in vivo, despite of their very small quantities. We have investigated the hepatoprotective effects of the l- and d-enantiomers of α-melanocortin peptide (α-MSH). The results showed that peptide-enantiomerism is related to the protective effects of melanocortin peptides in vivo. l-α-MSH exhibited potent hepatoprotective effect in the experimental model of acetaminophen induced hepatotoxicity in male CBA mice, while its d-mirror image was inefficient. Furthermore, the antibody to the l-peptide did not recognize the d-structure. The results indicate that the opposite peptide configuration may be used to modulate its function and metabolism in vivo and in vitro.
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Affiliation(s)
- Petra Turčić
- Department of Pharmacology, Faculty of Pharmacy and Biochemistry, University of Zagreb, Domagojeva 2, 10000 Zagreb, Croatia; E-Mail: (P.T.)
| | - Mirna Bradamante
- Department of Dermatology and Venerology, University Hospital Center Zagreb, Šalata 4, 10000 Zagreb, Croatia; E-Mail: (M.B.)
| | - Karlo Houra
- Department of Neurosurgery, University Hospital “Sestre Milosrdnice”, Vinogradska 29, 10000 Zagreb, Croatia; E-Mail: (K.H.)
| | - Nikola Štambuk
- Ruđer Bošković Institute, Bijenička cesta 54, 10002 Zagreb, Croatia; E-Mails: (P.K.); (S.K.); (D.V-T.); (B.P.)
- Author to whom correspondence should be addressed; E-Mail:
| | - Tomislav Kelava
- Department of Physiology and Immunology, School of Medicine, University od Zagreb, Šalata 3, 10000 Zagreb, Croatia; E-mail: (T.K.)
| | - Paško Konjevoda
- Ruđer Bošković Institute, Bijenička cesta 54, 10002 Zagreb, Croatia; E-Mails: (P.K.); (S.K.); (D.V-T.); (B.P.)
| | - Saša Kazazić
- Ruđer Bošković Institute, Bijenička cesta 54, 10002 Zagreb, Croatia; E-Mails: (P.K.); (S.K.); (D.V-T.); (B.P.)
| | - Dražen Vikić-Topić
- Ruđer Bošković Institute, Bijenička cesta 54, 10002 Zagreb, Croatia; E-Mails: (P.K.); (S.K.); (D.V-T.); (B.P.)
| | - Biserka Pokrić
- Ruđer Bošković Institute, Bijenička cesta 54, 10002 Zagreb, Croatia; E-Mails: (P.K.); (S.K.); (D.V-T.); (B.P.)
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8
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Shireen T, Venugopal SK, Ghosh D, Gadepalli R, Dhawan B, Mukhopadhyay K. In vitro antimicrobial activity of alpha-melanocyte stimulating hormone against major human pathogen Staphylococcus aureus. Peptides 2009; 30:1627-35. [PMID: 19560499 DOI: 10.1016/j.peptides.2009.06.020] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2009] [Revised: 06/17/2009] [Accepted: 06/18/2009] [Indexed: 10/20/2022]
Abstract
Alpha-melanocyte stimulating hormone (alpha-MSH) is an endogenous anti-inflammatory peptide reported to possess antimicrobial properties, however their role as antibacterial peptides is yet to be established. In the present study, we examined in vitro antibacterial activity of alpha-MSH against S. aureus strain ISP479C and several methicillin-sensitive (MSSA) and methicillin-resistant (MRSA) S. aureus strains. Antibacterial activity was examined by varying several parameters, viz., bacterial cell densities, growth phase, pH, salt concentration, and temperature. Antibacterial activity was also examined in complex biomatrices of rat whole blood, plasma and serum as well as in biofilm form of bacteria. Our results showed that alpha-MSH possessed significant and rapid antibacterial activity against all the studied strains including MRSA (84% strains were killed on exposure to 12 microM of alpha-MSH for 2h). pH change from 7.4 to 4 increased alpha-MSH staphylocidal activity against ISP479C by 21%. Antibacterial activity of alpha-MSH was dependent on bacterial cell density and independent of growth phase. Moreover, antimicrobial activity was retained when alpha-MSH was placed into whole blood, plasma, and serum. Most importantly, alpha-MSH exhibited antibacterial activity against staphylococcal biofilms. Multiple membrane permeabilization assays suggested that membrane damage was, at least in part, a major mechanism of staphylocidal activity of alpha-MSH. Collectively the above findings suggest that alpha-MSH could be a promising candidate of a novel class of antimicrobial agents.
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9
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Banerjee R, Chattopadhyay S, Basu G. Conformational preferences of a short Aib/Ala-based water-soluble peptide as a function of temperature. Proteins 2009; 76:184-200. [PMID: 19137603 DOI: 10.1002/prot.22337] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The amino acid Aib predisposes a peptide to be helical with context-dependent preference for either 3(10)- or alpha- or a mixed helical conformation. Short peptides also show an inherent tendency to be unfolded. To characterize helical and unfolded states adopted by water-soluble Aib-containing peptides, the conformational preference of Ac-Ala-Aib-Ala-Lys-Ala-Aib-Lys-Ala-Lys-Ala-Aib-Tyr-NH(2) was determined by CD, NMR and MD simulations as a function of temperature. Temperature-dependent CD data indicated the contribution of two major components, each an admixture of helical and extended/polyproline II structures. Both right- and left-handed helical conformations were detected from deconvolution of CD data and (13)C NMR experiments. The presence of a helical backbone, more pronounced at the N-terminal, and a temperature-induced shift in alpha-helix/3(10)-helix equilibrium, more pronounced at the C-terminal, emerged from NMR data. Starting from polyproline II, the N-terminal of the peptide folded into a helical backbone in MD simulations within 5 ns at 60 degrees C. Longer simulations showed a mixed-helical backbone to be stable over the entire peptide at 5 degrees C while at 60 degrees C the mixed-helix was either stable at the N-terminus or occurred in short stretches through out the peptide, along with a significant population of polyproline II. Our results point towards conformational heterogeneity of water-soluble Aib-based peptide helices and the associated subtleties. The problem of analyzing CD and NMR data of both left- and right-handed helices are discussed, especially the validity of the ellipticity ratio [theta](222)/[theta](207), as a reporter of alpha-/3(10)- population ratio, in right- and left-handed helical mixtures.
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Affiliation(s)
- Raja Banerjee
- Department of Biotechnology, West Bengal University of Technology, Kolkata 700064, India.
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10
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Scott M, Ingalls B, Kaern M. Estimations of intrinsic and extrinsic noise in models of nonlinear genetic networks. CHAOS (WOODBURY, N.Y.) 2006; 16:026107. [PMID: 16822039 DOI: 10.1063/1.2211787] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
We discuss two methods that can be used to estimate the impact of internal and external variability on nonlinear systems, and demonstrate their utility by comparing two experimentally implemented oscillatory genetic networks with different designs. The methods allow for rapid estimations of intrinsic and extrinsic noise and should prove useful in the analysis of natural genetic networks and when constructing synthetic gene regulatory systems.
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Affiliation(s)
- Matthew Scott
- Center for Theoretical Biological Physics, Department of Physics, University of California, San Diego, La Jolla, California, 92093-0374, USA
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11
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Fernandez RM, Vieira RFF, Nakaie CR, Lamy MT, Ito AS. Acid-base titration of melanocortin peptides: evidence of Trp rotational conformers interconversion. Biopolymers 2005; 80:643-50. [PMID: 15657882 DOI: 10.1002/bip.20210] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Tryptophantime-resolved fluorescence was used to monitor acid-base titration properties of alpha-melanocyte stimulating hormone (alpha-MSH) and the biologically more potent analog [Nle4, D-Phe7]alpha -MSH (NDP-MSH), labeled or not with the paramagnetic amino acid probe 2,2,6,6-tetramthylpiperidine-N-oxyl-4-amino-4-carboxylic acid (Toac). Global analysis of fluorescence decay profiles measured in the pH range between 2.0 and 11.0 showed that, for each peptide, the data could be well fitted to three lifetimes whose values remained constant. The less populated short lifetime component changed little with pH and was ascribed to Trp g+ chi1 rotamer, in which electron transfer deactivation predominates over fluorescence. The long and intermediate lifetime preexponential factors interconverted along that pH interval and the result was interpreted as due to interconversion between Trp g- and trans chi1 rotamers, driven by conformational changes promoted by modifications in the ionization state of side-chain residues. The differences in the extent of interconversion in alpha-MSH and NDP-MSH are indicative of structural differences between the peptides, while titration curves suggest structural similarities between each peptide and its Toac-labeled species, in aqueous solution. Though less sensitive than fluorescence, the Toac electron spin resonance (ESR) isotropic hyperfine splitting parameter can also monitor the titration of side-chain residues located relatively far from the probe.
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12
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Andrews SS, Bray D. Stochastic simulation of chemical reactions with spatial resolution and single molecule detail. Phys Biol 2005; 1:137-51. [PMID: 16204833 DOI: 10.1088/1478-3967/1/3/001] [Citation(s) in RCA: 282] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Methods are presented for simulating chemical reaction networks with a spatial resolution that is accurate to nearly the size scale of individual molecules. Using an intuitive picture of chemical reaction systems, each molecule is treated as a point-like particle that diffuses freely in three-dimensional space. When a pair of reactive molecules collide, such as an enzyme and its substrate, a reaction occurs and the simulated reactants are replaced by products. Achieving accurate bimolecular reaction kinetics is surprisingly difficult, requiring a careful consideration of reaction processes that are often overlooked. This includes whether the rate of a reaction is at steady-state and the probability that multiple reaction products collide with each other to yield a back reaction. Inputs to the simulation are experimental reaction rates, diffusion coefficients and the simulation time step. From these are calculated the simulation parameters, including the 'binding radius' and the 'unbinding radius', where the former defines the separation for a molecular collision and the latter is the initial separation between a pair of reaction products. Analytic solutions are presented for some simulation parameters while others are calculated using look-up tables. Capabilities of these methods are demonstrated with simulations of a simple bimolecular reaction and the Lotka-Volterra system.
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13
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Debnath DK, Mukhopadhyay K, Basak S. Acid-induced denaturation and refolding of prothrombin. Biophys Chem 2005; 116:159-65. [PMID: 15950828 DOI: 10.1016/j.bpc.2005.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2005] [Accepted: 02/03/2005] [Indexed: 10/25/2022]
Abstract
Structural transitions of the blood coagulation factor prothrombin (extracted from goat blood) in response to reduction of pH were investigated by fluorescence, circular dichroism and light scattering measurements. The study revealed the presence of a partially unfolded state at around pH 3.5, characterized by marked enhancement of fluorescence from ANS bound to the protein, increase of bimolecular rate constant for tryptophan fluorescence quenching and a sharp peak in the light scattering intensity. Further lowering of the pH caused reversal of the trend of variation of these parameters, suggesting that prothrombin folds back to a compact state containing native-like secondary structural elements. The refolded state at low pH (<pH 3) fits the description of the A-state, the end-point of acid-induced denaturation process of several other monomeric proteins, and is a possible candidate for the class of folding intermediates known as molten globules.
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Affiliation(s)
- Dilip Kumar Debnath
- Chemical Sciences Division, Saha Institute of Nuclear Physics, 1/AF Bidhannagar, Calcutta 700064, India
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14
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Jaumot J, Vives M, Gargallo R. Application of multivariate resolution methods to the study of biochemical and biophysical processes. Anal Biochem 2004; 327:1-13. [PMID: 15033505 DOI: 10.1016/j.ab.2003.12.028] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2003] [Indexed: 11/27/2022]
Abstract
Multivariate resolution methods make up a set of mathematical tools that may be applied to the analysis and interpretation of spectroscopic data recorded when monitoring a physical or chemical process with multichannel detectors. The goal of resolution methods is the recovery of chemical and/or physical information from the experimental data. Such data include, for example, the number of intermediates present in a reaction, the rate or equilibrium constants, and the spectra for each one of those intermediates. Multivariate resolution methods have been shown to be useful for the study of biophysical and biochemical processes such as folding/unfolding of proteins or nucleic acids. The present article reviews the most frequently used resolution methods, the limitations on their use, and their latest applications in protein and nucleic acid research.
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Affiliation(s)
- Joaquim Jaumot
- Departament de Química Analítica, Universitat de Barcelona, Martí i Franqués 1-11, E-08028 Barcelona, Spain
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15
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Abstract
The rapid accumulation of genetic information and advancement of experimental techniques have opened a new frontier in biomedical engineering. With the availability of well-characterized components from natural gene networks, the stage has been set for the engineering of artificial gene regulatory networks with sophisticated computational and functional capabilities. In these efforts, the ability to construct, analyze, and interpret qualitative and quantitative models is becoming increasingly important. In this review, we consider the current state of gene network engineering from a combined experimental and modeling perspective. We discuss how networks with increased complexity are being constructed from simple modular components and how quantitative deterministic and stochastic modeling of these modules may provide the foundation for accurate in silico representations of gene regulatory network function in vivo.
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Affiliation(s)
- Mads Kaern
- Center for BioDynamics, Department of Biomedical Engineering, and Bioinformatics Program, Boston University, Boston, Massachusetts 02215, USA.
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16
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Köditz J, Arnold U, Ulbrich-Hofmann R. Dissecting the effect of trifluoroethanol on ribonuclease A. Subtle structural changes detected by nonspecific proteases. EUROPEAN JOURNAL OF BIOCHEMISTRY 2002; 269:3831-7. [PMID: 12153580 DOI: 10.1046/j.1432-1033.2002.03079.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
With the aim to distinguish between local and global conformational changes induced by trifluoroethanol in RNase A, spectroscopic and activity measurements in combination with proteolysis by unspecific proteases have been exploited for probing structural transitions of RNase A as a function of trifluoroethanol concentration. At > 30% (v/v) trifluoroethanol (pH 8.0; 25 degrees C), circular dichroism and fluorescence spectroscopy indicate a cooperative collapse of the tertiary structure of RNase A coinciding with the loss of its enzymatic activity. In contrast to the denaturation by guanidine hydrochloride, urea or temperature, the breakdown of the tertiary structure in trifluoroethanol is accompanied by an induction of secondary structure as detected by far-UV circular dichroism spectroscopy. Proteolysis with the nonspecific proteases subtilisin Carlsberg or proteinase K, both of which attack native RNase A at the Ala20-Ser21 peptide bond, yields refined information on conformational changes, particularly in the pretransition region. While trifluoroethanol at concentrations > 40% results in a strong increase of the rate of proteolysis and new primary cleavage sites (Tyr76-Ser77, Met79-Ser80) were identified, the rate of proteolysis at trifluoroethanol concentrations < 40% (v/v) is much smaller (up to two orders of magnitude) than that of the native RNase A. The proteolysis data point to a decreased flexibility in the surrounding of the Ala20-Ser21 peptide bond, which we attribute to subtle conformational changes of the ribonuclease A molecule. These changes, however, are too marginal to alter the overall catalytic and spectroscopic properties of ribonuclease A.
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Affiliation(s)
- Jens Köditz
- Department of Biochemistry/Biotechnology, Martin-Luther University Halle-Wittenberg, Halle, Germany
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17
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Abstract
A number of technological innovations are yielding unprecedented data on the networks of biochemical, genetic, and biophysical reactions that underlie cellular behavior and failure. These networks are composed of hundreds to thousands of chemical species and structures, interacting via nonlinear and possibly stochastic physical processes. A central goal of modern biology is to optimally use the data on these networks to understand how their design leads to the observed cellular behaviors and failures. Ultimately, this knowledge should enable cellular engineers to redesign cellular processes to meet industrial needs (such as optimal natural product synthesis), aid in choosing the most effective targets for pharmaceuticals, and tailor treatment for individual genotypes. The size and complexity of these networks and the inevitable lack of complete data, however, makes reaching these goals extremely difficult. If it proves possible to modularize these networks into functional subnetworks, then these smaller networks may be amenable to direct analysis and might serve as regulatory motifs. These motifs, recurring elements of control, may help to deduce the structure and function of partially known networks and form the basis for fulfilling the goals described above. A number of approaches to identifying and analyzing control motifs in intracellular networks are reviewed.
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Affiliation(s)
- C V Rao
- Department of Bioengineering, University of California, Berkeley, CA 94720, USA.
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18
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Ito AS, Souza ES, dos Reis Barbosa S, Nakaie CR. Fluorescence study of conformational properties of melanotropins labeled with aminobenzoic acid. Biophys J 2001; 81:1180-9. [PMID: 11463659 PMCID: PMC1301587 DOI: 10.1016/s0006-3495(01)75775-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
The native hormone alpha-melanocyte-stimulating hormone (alpha-MSH) and its more potent analog [Nle(4),D-Phe(7)]alpha-MSH (NDP-alpha MSH), labeled at the amino terminal with the fluorescent aminobenzoic acid (Abz) isomers, were examined by fluorescence methods. We observed energy transfer between the tryptophan(9) residue acting as donor and Abz as acceptor, the transfer being more pronounced to the ortho-form of the acceptor. Within the hypothesis that different peptide conformations coexist in equilibrium during the fluorescence decay, we supposed that the intensity decay was modulated by an acceptor-donor distance distribution function f(r). From the time-resolved fluorescence experimental data, we recovered the distance distribution between Abz and Trp(9), using the CONTIN program, within the framework of the Förster resonance energy transfer model. The methodology proved to be useful to provide quantitative information about conformational dynamics of melanotropins and its dependency on the solvent. In aqueous medium, alpha-MSH has a broad Abz-Trp(9) distance distribution, reflecting the structural flexibility of the peptide. Three different distance populations could be identified in the labeled analog NDP-alpha MSH in water, indicating distinct conformational states for the synthetic peptide, compared with the native hormone. Measurements in trifluoroethanol resulted in the recovery of two Abz-Trp(9) distance populations, both for the native and the analog hormones, reflecting the decrease, induced by the solvent, of the conformational states available to the peptides.
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Affiliation(s)
- A S Ito
- Faculdade de Filosofia Ciências e Letras de Ribeirão Preto da Universidade de São Paulo, São Paulo, Brasil.
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Sospedra P, Muñoz M, García M, Alsina MA, Mestres C, Haro I. Effect of chain length of HAV-VP3 synthetic peptides on its interaction with biomembrane models. Biopolymers 2000; 54:477-88. [PMID: 10984400 DOI: 10.1002/1097-0282(200012)54:7<477::aid-bip10>3.0.co;2-l] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Shorter analogues of a continuous epitope of hepatitis A virus, VP3(110-121) peptide, failed to react with convalescent sera, indicating the importance of the entire peptide in the epitope structure. To better understand the influence of the structural properties of this 12-mer peptide epitope on its biological activity, the interaction of smaller peptide analogues with phospholipid biomembrane models was investigated by a combination of spectroscopic and biophysical techniques. In this article we describe our findings concerning the surface activity and the interaction of peptides with simple mono- and bilayer membranes composed of a zwitterionic phospholipid (dipalmitoyl phosphatidylcholine, DPPC), an anionic phospholipid (dipalmitoyl phosphatidylglicerol, DPPG), or a DPPC/DPPG mixture. The results indicate that the net negative charge of the peptide is in some way responsible of the specific interactions between VP3(110-121) and membrane phospholipids, and necessary to induce beta-type conformations upon vesicle interaction.
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Affiliation(s)
- P Sospedra
- Physicochemical Department, Faculty of Pharmacy, Av. Joan XXIII s/n, 08028 Barcelona, Spain
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