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Pezzotti G, Ohgitani E, Imamura H, Ikegami S, Shin-Ya M, Adachi T, Adachi K, Yamamoto T, Kanamura N, Marin E, Zhu W, Higasa K, Yasukochi Y, Okuma K, Mazda O. Raman Multi-Omic Snapshot and Statistical Validation of Structural Differences between Herpes Simplex Type I and Epstein-Barr Viruses. Int J Mol Sci 2023; 24:15567. [PMID: 37958551 PMCID: PMC10647490 DOI: 10.3390/ijms242115567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/18/2023] [Accepted: 10/20/2023] [Indexed: 11/15/2023] Open
Abstract
Raman spectroscopy was applied to study the structural differences between herpes simplex virus Type I (HSV-1) and Epstein-Barr virus (EBV). Raman spectra were first collected with statistical validity on clusters of the respective virions and analyzed according to principal component analysis (PCA). Then, average spectra were computed and a machine-learning approach applied to deconvolute them into sub-band components in order to perform comparative analyses. The Raman results revealed marked structural differences between the two viral strains, which could mainly be traced back to the massive presence of carbohydrates in the glycoproteins of EBV virions. Clear differences could also be recorded for selected tyrosine and tryptophan Raman bands sensitive to pH at the virion/environment interface. According to the observed spectral differences, Raman signatures of known biomolecules were interpreted to link structural differences with the viral functions of the two strains. The present study confirms the unique ability of Raman spectroscopy for answering structural questions at the molecular level in virology and, despite the structural complexity of viral structures, its capacity to readily and reliably differentiate between different virus types and strains.
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Affiliation(s)
- Giuseppe Pezzotti
- Ceramic Physics Laboratory, Kyoto Institute of Technology, Sakyo-Ku, Matsugasaki, Kyoto 606-8585, Japan; (H.I.); (S.I.); (W.Z.)
- Department of Molecular Genetics, Institute of Biomedical Science, Kansai Medical University, 2-5-1 Shin-Machi, Hirakata 573-1010, Japan
- Department of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, 465 Kajii-Cho, Kyoto 602-8566, Japan; (E.O.); (M.S.-Y.); (T.A.); (O.M.)
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
- Department of Orthopedic Surgery, Tokyo Medical University, 6-7-1 Nishi-Shinjuku, Shinjuku-Ku, Tokyo 160-0023, Japan
- Department of Applied Science and Technology, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy
- Department of Molecular Science and Nanosystems, Ca’ Foscari University of Venice, Via Torino 155, 30172 Venice, Italy
| | - Eriko Ohgitani
- Department of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, 465 Kajii-Cho, Kyoto 602-8566, Japan; (E.O.); (M.S.-Y.); (T.A.); (O.M.)
| | - Hayata Imamura
- Ceramic Physics Laboratory, Kyoto Institute of Technology, Sakyo-Ku, Matsugasaki, Kyoto 606-8585, Japan; (H.I.); (S.I.); (W.Z.)
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
| | - Saki Ikegami
- Ceramic Physics Laboratory, Kyoto Institute of Technology, Sakyo-Ku, Matsugasaki, Kyoto 606-8585, Japan; (H.I.); (S.I.); (W.Z.)
| | - Masaharu Shin-Ya
- Department of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, 465 Kajii-Cho, Kyoto 602-8566, Japan; (E.O.); (M.S.-Y.); (T.A.); (O.M.)
| | - Tetsuya Adachi
- Department of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, 465 Kajii-Cho, Kyoto 602-8566, Japan; (E.O.); (M.S.-Y.); (T.A.); (O.M.)
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
- Department of Microbiology, School of Medicine, Kansai Medical University, 2-5-1 Shinmachi, Hirakata 573-1010, Japan;
| | - Keiji Adachi
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
| | - Toshiro Yamamoto
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
| | - Narisato Kanamura
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
| | - Elia Marin
- Ceramic Physics Laboratory, Kyoto Institute of Technology, Sakyo-Ku, Matsugasaki, Kyoto 606-8585, Japan; (H.I.); (S.I.); (W.Z.)
- Department of Dental Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, Kyoto 602-8566, Japan; (K.A.); (T.Y.); (N.K.)
| | - Wenliang Zhu
- Ceramic Physics Laboratory, Kyoto Institute of Technology, Sakyo-Ku, Matsugasaki, Kyoto 606-8585, Japan; (H.I.); (S.I.); (W.Z.)
| | - Koichiro Higasa
- Genome Analysis, Institute of Biomedical Science, Kansai Medical University, 2-3-1 Shinmachi, Hirakata 573-1191, Japan; (K.H.); (Y.Y.)
| | - Yoshiki Yasukochi
- Genome Analysis, Institute of Biomedical Science, Kansai Medical University, 2-3-1 Shinmachi, Hirakata 573-1191, Japan; (K.H.); (Y.Y.)
| | - Kazu Okuma
- Department of Microbiology, School of Medicine, Kansai Medical University, 2-5-1 Shinmachi, Hirakata 573-1010, Japan;
| | - Osam Mazda
- Department of Immunology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kamigyo-Ku, 465 Kajii-Cho, Kyoto 602-8566, Japan; (E.O.); (M.S.-Y.); (T.A.); (O.M.)
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Park HS, Byun BJ, Kang YK. Exploring Conformational Preferences of Leu-enkephalin Using the Conformational Search and Double-Hybrid DFT Energy Calculations. ACS OMEGA 2022; 7:27755-27768. [PMID: 35967045 PMCID: PMC9366962 DOI: 10.1021/acsomega.2c03942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 07/15/2022] [Indexed: 06/15/2023]
Abstract
The conformational preferences of Leu-enkephalin (Leu-Enk) were explored by the conformational search and density functional theory (DFT) calculations. By a combination of low-energy conformers of each residue, the initial structures of the neutral Leu-Enk were generated and optimized using the ECEPP3 force field in the gas phase. These structures were reoptimized at the HF/3-21G(d) and M06-2X levels of theory with 6-31G(d) and 6-31+G(d) basis functions. We finally located the 139 structures with the relative energy <10 kcal mol-1 in the gas phase, from which the structures of the corresponding zwitterionic Leu-Enk were generated and reoptimized at the M06-2X/6-31+G(d) level of theory using the implicit solvation model based on density (SMD) in water. The conformational preferences of Leu-Enk were analyzed using Gibbs free energies corrected by single-point energies calculated at the double-hybrid DSD-PBEP86-D3BJ/def2-TZVP level of theory in the gas phase and in water. The neutral Leu-Enk dominantly adopted a folded structure in the gas phase stabilized by three H-bonds with a βII'-bend-like motif at the Gly3-Phe4 sequence and a close contact between the side chains of Phe4 and Leu5. The zwitterionic Leu-Enk exhibited a folded structure in water stabilized by three H-bonds with double β-bends such as a βII' bend at the Gly2-Gly3 sequence and a βI bend at the Gly3-Phe4 sequence. The calculated ensemble-averaged distance between CGly2 α and CLeu5 α of the zwitterionic Leu-Enk in water is consistent with the value estimated from the simulated annealing using the distance constraints derived from nuclear Overhauser effect spectroscopy (NOESY) spectra in water. Interestingly, the preferred conformations of the neutral and zwitterionic Leu-Enk are new folded structures not predicted by earlier computational studies. According to the refined model of the zwitterionic Leu-Enk bound to δ-opioid receptor (δOR), there were favorable interactions of the terminal charged groups of Leu-Enk with the side chains of charged residues of δOR as well as a favorable CAryl···H interaction of the Phe4 residue of Leu-Enk with Trp284 of δOR. Hence, these favorable interactions would induce the folded structure of the zwitterionic Leu-Enk with double β-bends isolated in water into the "bioactive conformation" like an extended structure when binding to δOR.
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Affiliation(s)
- Hae Sook Park
- Department
of Nursing, Cheju Halla University, 38 Halladaehak-ro, Jeju, Jeju-do 63092, Republic of Korea
| | - Byung Jin Byun
- Drug
Discovery Center, JW Pharmaceutical Co.
Ltd., 2477 Nambusunhwan-ro, Seocho-gu, Seoul 06725, Republic
of Korea
| | - Young Kee Kang
- Department
of Chemistry, Chungbuk National University, 1 Chungdae-ro,
Seowon-gu, Cheongju, Chungbuk 28644, Republic of Korea
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Proniewicz E, Małuch I, Kudelski A, Prahl A. Adsorption of (Phe-h 5)/(Phe-d 5)-substituted peptides from neurotensin family on the nanostructured surfaces of Ag and Cu: SERS studies. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2020; 242:118748. [PMID: 32721658 DOI: 10.1016/j.saa.2020.118748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 07/09/2020] [Accepted: 07/15/2020] [Indexed: 05/25/2023]
Abstract
This work describes an application of Raman (RS) and surface-enhanced Raman scattering (SERS) to characterize the selective adsorption of two peptides belonging to the neurotensin family peptides, such as kinetensin (KN) and xenopsin-related peptide 2 (XP-2) that are known to stimulate the growth of human tumors. To perform a reliable analysis of SERS spectra, the L-Phe residue (at position 8 or 1 in the amino acid sequence of these peptides) was replaced with L-Phe-d5 (five protons of L-phenylalanine ring substituted by deuterium). Native and (Phe-d5)-isotopically labeled peptides were deposited on electrochemically nanostructured surfaces of Ag (AgORC) and Cu (CuORC) from an aqueous solution (H2O). To determine the share of amide bonds in the interaction with the metallic substrate, SERS spectra of peptides adsorbed on AgORC from heavy water (D2O) were measured. Also, to determine the effect of the C-end on the SERS spectrum, measurements were made for the KN analog in which the C-terminal L-leucine was removed ([desLeu9]KN). Based on the analyses of the spectral profiles, in the spectral range of 600-1650 cm-1, specific conclusions have been drawn regarding specific aromatic ring···metal interactions and changes in the interaction during substrate change.
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Affiliation(s)
- E Proniewicz
- Faculty of Foundry Engineering, AGH University of Science and Technology, 30-059 Krakow, Poland.
| | - I Małuch
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
| | - A Kudelski
- Faculty of Chemistry, University of Warsaw, ul. Pasteur 1, 02-093 Warsaw, Poland
| | - A Prahl
- Department of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
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Podstawka-Proniewicz E, Kosior M, Kim Y, Rolka K, Proniewicz LM. Nociceptin and its natural and specifically-modified fragments: Structural studies. Biopolymers 2010; 93:1039-54. [PMID: 20629016 DOI: 10.1002/bip.21516] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The vibrational structures of Nociceptin (FQ), its short bioactive fragments, and specifically-modified [Tyr¹]FQ (1-6), [His¹]FQ (1-6), and [His(1,4)]FQ (1-6) fragments were characterized. We showed that in the solid state, all of the aforementioned peptides except FQ adopt mainly turn and disordered secondary structures with a small contribution from an antiparallel β-sheet conformation. FQ (1-11), FQ (7-17) [His¹]FQ (1-6), and [His(1,4)]FQ (1-6) have an α-helical backbone arrangement that could also slightly influence their secondary structure. The adsorption behavior of these peptides on a colloidal silver surface in an aqueous solution (pH = ∼8.3) was investigated by means of surface-enhanced Raman scattering (SERS). All of the peptides, excluding FQ (7-17), chemisorbed on the colloidal silver surfaces through a Phe⁴ residue, which for FQ, FQ (1-11), FQ (1-6), [Tyr¹]FQ (1-6), and [His¹]FQ (1-6) lies almost flat on this surface, while for FQ (1-13) and FQ (1-13)NH₂ adopts a slightly tilted orientation with respect to the surface. The Tyr¹ residue in [Tyr¹]FQ (1-6) does not interact with the colloidal silver surface, suggesting that the Tyr¹ and Phe⁴ side chains are located on the opposite sides of the peptide backbone, which can be also true for His¹ and Phe⁴ in [His¹]FQ (1-6). The lone pair of electrons on the oxygen atom of the ionized carbonyl group of FQ (1-13) and FQ (7-17) appears to be coordinated to the colloidal silver nanoparticles, whereas in the case of the remaining peptides, it only assists in the adsorption process, similar to the --NH⁴ group. We also showed that upon adsorption, the secondary structure of these peptides is altered.
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Gayen A, Mukhopadhyay C. Evidence for effect of GM1 on opioid peptide conformation: NMR study on leucine enkephalin in ganglioside-containing isotropic phospholipid bicelles. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2008; 24:5422-5432. [PMID: 18412380 DOI: 10.1021/la704056d] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Enkephalins are endogenous neuropeptides that have opioid-like activities and compete with morphines for the receptor binding. The binding of these neuropeptides to membrane appears crucial since enkephalins interact with the nerve cell membranes to achieve bioactive conformations that fit onto multiple receptor sites (micro, delta, and kappa). Using NMR spectroscopy, we have determined the solution structure of the small opiate pentapeptide leucine enkephalin in the presence of isotropic phospholipid bicelles: phosphocholine bicelles (DMPC:CHAPS 1:4) and phosphocholine bicelles doped with ganglioside GM1 (DMPC:CHAPS:GM1 1:4:0.3). Bicelles containing GM1 were found to interact strongly with leucine enkephalin, whereas a somewhat weaker interaction was observed in the case of bicelles without GM1. Structure calculation from torsion angles, chemical shifts, and NOE-based distance constraints explored that the peptide could flexibly switch between several mu- and delta-selective conformations in both the bicelles though micro-selective conformations turned out to be geometrically preferred in each bicellar system. A detailed analysis of the structures presented supports the variance over the singly associated conformation of enkephalin in nerve cell membranes.
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Affiliation(s)
- Anindita Gayen
- Department of Chemistry, University of Calcutta, Kolkata 700 009, India
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Chandrasekhar I, van Gunsteren WF, Zandomeneghi G, Williamson PTF, Meier BH. Orientation and Conformational Preference of Leucine-Enkephalin at the Surface of a Hydrated Dimyristoylphosphatidylcholine Bilayer: NMR and MD Simulation. J Am Chem Soc 2005; 128:159-70. [PMID: 16390143 DOI: 10.1021/ja054785q] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The morphogenic opiate pentapeptide leucine-enkephalin (lenk) in a hydrated dimyristoylphosphatidylcholine (DMPC) bilayer is studied using NMR spectroscopy and molecular dynamics simulation. Contrary to the frequent assumption that the peptide attains a single fixed conformation in the presence of membranes, we find that the lenk molecule is flexible, switching between specific bent conformations. The constraints to the orientation of the aromatic rings that are identified by the NMR experiment are found by the MD simulation to be related to the depth of the peptide in the bilayer. The motion of the N-H vectors of the peptide bonds with respect to the magnetic field direction as observed by MD largely explain the magnitude of the observed residual dipolar coupling (RDC), which are much reduced over the static (15)N-(1)H coupling. The measured RDCs are nevertheless significantly larger than the predicted ones, possibly due the absence of long-time motions in the simulations. The conformational behavior of lenk at the DMPC surface is compared to that in the aqueous solution, both in the neutral and in the zwitterionic forms.
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Nielsen BG, Jensen MØ, Bohr HG. The probability distribution of side-chain conformations in [Leu] and [Met]enkephalin determines the potency and selectivity to μ and δ opiate receptors. Biopolymers 2003; 71:577-92. [PMID: 14635098 DOI: 10.1002/bip.10539] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The structure of enkephalin, a small neuropeptide with five amino acids, has been simulated on computers using molecular dynamics. Such simulations exhibit a few stable conformations, which also have been identified experimentally. The simulations provide the possibility to perform cluster analysis in the space defined by potentially pharmacophoric measures such as dihedral angles, side-chain orientation, etc. By analyzing the statistics of the resulting clusters, the probability distribution of the side-chain conformations may be determined. These probabilities allow us to predict the selectivity of [Leu]enkephalin and [Met]enkephalin to the known mu- and delta-type opiate receptors to which they bind as agonists. Other plausible consequences of these probability distributions are discussed in relation to the way in which they may influence the dynamics of the synapse.
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Affiliation(s)
- Bjørn G Nielsen
- Quantum Protein Centre (QuP), Physics Institute, Technical University of Denmark, B309, Anker Engelundsvej 1, DK-2800 Lyngby, Denmark.
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