1
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Barone V. Quantum chemistry meets high-resolution spectroscopy for characterizing the molecular bricks of life in the gas-phase. Phys Chem Chem Phys 2024; 26:5802-5821. [PMID: 38099409 DOI: 10.1039/d3cp05169b] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
Computation of accurate geometrical structures and spectroscopic properties of large flexible molecules in the gas-phase is tackled at an affordable cost using a general exploration/exploitation strategy. The most distinctive feature of the approach is the careful selection of different quantum chemical models for energies, geometries and vibrational frequencies with the aim of maximizing the accuracy of the overall description while retaining a reasonable cost for all the steps. In particular, a composite wave-function method is used for energies, whereas a double-hybrid functional (with the addition of core-valence correlation) is employed for geometries and harmonic frequencies and a cheaper hybrid functional for anharmonic contributions. A thorough benchmark based on a wide range of prototypical molecular bricks of life shows that the proposed strategy is close to the accuracy of state-of-the-art composite wave-function methods, and is applicable to much larger systems. A freely available web-utility post-processes the geometries optimized by standard electronic structure codes paving the way toward the accurate yet not prohibitively expensive study of medium- to large-sized molecules by experimentally-oriented researchers.
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Affiliation(s)
- Vincenzo Barone
- Scuola Normale Superiore, Piazza dei Cavalieri 7, 56126 Pisa, Italy.
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2
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Barone V. Accurate structures and spectroscopic parameters of α,α-dialkylated α-amino acids in the gas-phase: a joint venture of DFT and wave-function composite methods. Phys Chem Chem Phys 2023; 25:22768-22774. [PMID: 37591810 DOI: 10.1039/d3cp02503a] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023]
Abstract
Accurate computations of structural, conformational and spectroscopic properties in the gas phase have been performed for two α,α-dialkylated α-amino acids, namely aminoisobutyric acid and cyclopropylglycine. Thanks to the integration of modern double hybrid functionals and wave-function methods, several low-energy structures of the title molecules could be analyzed employing standard computer resources. The computed features of all the most stable conformers of the target amino acids closely match the corresponding spectroscopic parameters issued from microwave spectroscopic studies in the gas-phase. Together with their intrinsic interest, the accuracy of the results obtained with reasonable computer times paves the way for accurate investigations of other flexible bricks of life.
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Affiliation(s)
- Vincenzo Barone
- Scuola Normale Superiore, Piazza dei Cavalieri 7, 56126 Pisa, Italy.
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3
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Castro TG, Melle-Franco M, Sousa CEA, Cavaco-Paulo A, Marcos JC. Non-Canonical Amino Acids as Building Blocks for Peptidomimetics: Structure, Function, and Applications. Biomolecules 2023; 13:981. [PMID: 37371561 PMCID: PMC10296201 DOI: 10.3390/biom13060981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/05/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023] Open
Abstract
This review provides a fresh overview of non-canonical amino acids and their applications in the design of peptidomimetics. Non-canonical amino acids appear widely distributed in nature and are known to enhance the stability of specific secondary structures and/or biological function. Contrary to the ubiquitous DNA-encoded amino acids, the structure and function of these residues are not fully understood. Here, results from experimental and molecular modelling approaches are gathered to classify several classes of non-canonical amino acids according to their ability to induce specific secondary structures yielding different biological functions and improved stability. Regarding side-chain modifications, symmetrical and asymmetrical α,α-dialkyl glycines, Cα to Cα cyclized amino acids, proline analogues, β-substituted amino acids, and α,β-dehydro amino acids are some of the non-canonical representatives addressed. Backbone modifications were also examined, especially those that result in retro-inverso peptidomimetics and depsipeptides. All this knowledge has an important application in the field of peptidomimetics, which is in continuous progress and promises to deliver new biologically active molecules and new materials in the near future.
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Affiliation(s)
- Tarsila G. Castro
- CEB—Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; (T.G.C.); (A.C.-P.)
- LABBELS—Associate Laboratory, Braga/Guimarães, Portugal
| | - Manuel Melle-Franco
- CICECO—Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, 3810-193 Aveiro, Portugal;
| | - Cristina E. A. Sousa
- BioMark Sensor Research—School of Engineering of the Polytechnic Institute of Porto, 4249-015 Porto, Portugal;
| | - Artur Cavaco-Paulo
- CEB—Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; (T.G.C.); (A.C.-P.)
- LABBELS—Associate Laboratory, Braga/Guimarães, Portugal
| | - João C. Marcos
- Centre of Chemistry, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal
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4
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Barone V, Fusè M. Accurate Structures and Spectroscopic Parameters of Phenylalanine and Tyrosine in the Gas Phase: A Joint Venture of DFT and Composite Wave-Function Methods. J Phys Chem A 2023; 127:3648-3657. [PMID: 37052318 PMCID: PMC10150396 DOI: 10.1021/acs.jpca.3c01174] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
A general strategy for the accurate computation of conformational and spectroscopic properties of flexible molecules in the gas phase is applied to two representative proteinogenic amino acids with aromatic side chains, namely, phenylalanine and tyrosine. The main features of all the most stable conformers predicted by this computational strategy closely match those of the species detected in microwave and infrared experiments. Together with their intrinsic interest, the accuracy of the results obtained with reasonable computer times paves the route for accurate investigations of other flexible bricks of life.
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Affiliation(s)
- Vincenzo Barone
- Scuola Normale Superiore di Pisa, Piazza dei Cavalieri 7, 56126 Pisa, Italy
| | - Marco Fusè
- DMMT-sede Europa, Università di Brescia, Viale Europa 11, 25121 Brescia, Italy
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5
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León I, Fusè M, Alonso ER, Mata S, Mancini G, Puzzarini C, Alonso JL, Barone V. Unbiased disentanglement of conformational baths with the help of microwave spectroscopy, quantum chemistry and artificial intelligence: the puzzling case of homocysteine. J Chem Phys 2022; 157:074107. [DOI: 10.1063/5.0102841] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
An integrated experimental-computational strategy for the accurate characterization of the conformational landscape of flexible biomolecule building blocks is proposed. This is based on the combination of rotational spectroscopy with quantum-chemical computations guided by artificial intelligence tools. The first step of the strategy is the conformer search and relative stability evaluation performed by means of an evolutionary algorithm. In this step, last generation semiempirical methods are exploited together with hybrid and double-hybrid density functionals. Next, the barriers ruling the interconversion between the low-lying conformers are evaluated in order to unravel possible fast relaxation paths. The relative stabilities and spectroscopic parameters of the ``surviving' conformers are then refined using state-of-the-art composite schemes. The reliability of the computational procedure is further improved by the inclusion of vibrational and thermal effects. The final step of the strategy is the comparison between experiment and theory without any ad hoc adjustment, which allows an unbiased assignment of the spectroscopic features in terms of different conformers and their spectroscopic parameters. The proposed approach has been tested and validated for homocysteine, a highly flexible non-proteinogenic alpha-amino acid. The synergism of the integrated strategy allowed the characterization of five conformers stabilized by bifurcated N-H-O=C hydrogen bonds, together with an additional conformer involving a more conventional HNH-O hydrogen bond. The stability order estimated from the experimental intensities as well as the number and type of conformers observed in the gas phase are in full agreement with the theoretical predictions. Analogously, a good match has been found for the spectroscopic parameters.
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Affiliation(s)
- Iker León
- Universidad de Valladolid - Campus Miguel Delibes, Spain
| | | | - Elena R. Alonso
- Química Física y Química Inorgánica, Universidad de Valladolid, Spain
| | - Santiago Mata
- Grupo de Espectroscopia Molecular (GEM). Edificio Quifima. Laboratorios de Espectroscopia y Bioespectroscopia. Unidad Asociada CSIC, Parque Científico Uva, Universidad de Valladolid, Spain
| | | | | | - Jose L. Alonso
- Grupo de Espectroscopia Molecular (GEM). Edificio Quifima. Laboratorios de Espectroscopia y Bioespectroscopia, Universidad de Valladolid Departamento Química Física y Química Inorgánica, Spain
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6
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Monascal Y, Badenes MP. The gas-phase pyrolysis of cyclopropylamine. Quantum chemical characterisation of the intermediates involved. Mol Phys 2021. [DOI: 10.1080/00268976.2020.1814436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Yeljair Monascal
- Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas (INIFTA), Departamento de Química, Facultad de Ciencias Exactas, Universidad Nacional de La Plata, CONICET, La Plata, Argentina
| | - María Paula Badenes
- Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas (INIFTA), Departamento de Química, Facultad de Ciencias Exactas, Universidad Nacional de La Plata, CONICET, La Plata, Argentina
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7
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Li H, Hua W, Wang Z, Liu A, Jiang J, Luo Y. Theoretical Spectroscopic Studies on Chemical and Electronic Structures of Selenocysteine and Pyrrolysine. J Phys Chem A 2020; 124:2215-2224. [PMID: 32091898 DOI: 10.1021/acs.jpca.9b10756] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The chemical and electronic structures of the 21st and 22nd proteinogenic amino acid selenocysteine (Sec), pyrrolysine (Pyl), and their derivatives (deprotonated and protonated ions) were extensively characterized for the first time. Through the fragment based step-by-step research on their potential energy surface (PES), electronic energies of the most stable conformers of Sec, Pyl and the related ions were finally determined at the advanced CBS-QB3 and DSD-PBEP86-D3(BJ)/aug-cc-pVTZ levels, respectively, with the identification of many new low-energy conformers. The infrared spectra (IR) at 298 K of the most abundant conformers in different forms were scaled by comparison with the anharmonic frequency calculations and analyzed comparing with the experimental spectra of similar molecules. The characteristic soft X-ray spectra (including X-ray photoelectron spectra (XPS) and near-edge X-ray absorption fine-structure spectra (NEXAFS)) of the most stable conformers at 498 K were also simulated. In particular, the two possible protonated configurations of Pyl can be clearly distinguished by their different spectral features. Furthermore, a small binding energy intersection appeared around 293 eV at the C 1s edge between the canonical and protonated Pyl conformers, which is different from all the previous studies. This work thus filled the gap in our knowledge by providing detailed information on the chemical and electronic structures of Sec and Pyl and will be a useful guidance for future experimental research.
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Affiliation(s)
- Hongbao Li
- Institutes of Physical Science and Information Technology, Key Laboratory of Structure and Functional Regulation of Hybrid Materials, Ministry of Education. Anhui Graphene Engineering Laboratory, Anhui University, Hefei, Anhui 230601, China.,Hefei National Laboratory for Physical Sciences at the Microscale, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Weijie Hua
- Department of Applied Physics, School of Science, Nanjing University of Science and Technology, Nanjing, 210094, China
| | - Zhiqiang Wang
- Institutes of Physical Science and Information Technology, Key Laboratory of Structure and Functional Regulation of Hybrid Materials, Ministry of Education. Anhui Graphene Engineering Laboratory, Anhui University, Hefei, Anhui 230601, China
| | - Axue Liu
- Institutes of Physical Science and Information Technology, Key Laboratory of Structure and Functional Regulation of Hybrid Materials, Ministry of Education. Anhui Graphene Engineering Laboratory, Anhui University, Hefei, Anhui 230601, China
| | - Jun Jiang
- Hefei National Laboratory for Physical Sciences at the Microscale, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui 230026, China
| | - Yi Luo
- Hefei National Laboratory for Physical Sciences at the Microscale, School of Chemistry and Materials Science, University of Science and Technology of China, Hefei, Anhui 230026, China
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8
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Simão A, Cabezas C, León I, Alonso ER, Mata S, Alonso JL. Elucidating the multiple structures of pipecolic acid by rotational spectroscopy. Phys Chem Chem Phys 2019; 21:4155-4161. [PMID: 30520481 PMCID: PMC6478119 DOI: 10.1039/c8cp06120c] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The complex conformational space of the non-proteinogenic cyclic amino acid pipecolic acid has been explored in the gas phase for the first time. Solid pipecolic acid samples were vaporized by laser ablation and expanded in a supersonic jet where the rotational spectral signatures owing to nine different conformers were observed by Fourier transform microwave spectroscopy. All species were identified by comparison of the experimental rotational and nuclear quadrupole coupling constants with those predicted theoretically. Observation of type-III conformers, leading to a difference when compared against the conformational behavior of the analog amino acid proline, has been interpreted by an increment in steric hindrance when increasing the number of carbons present in the ring.
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Affiliation(s)
- A Simão
- Grupo de Espectrocopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Unidad Asociada CSIC, Parque Científico UVa, Universidad de Valladolid, 47011, Valladolid, Spain.
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9
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Alonso JL, Peña I, López JC, Alonso ER, Vaquero V. The Shape of the Simplest Non-proteinogenic Amino Acid α-Aminoisobutyric Acid (Aib). Chemistry 2019; 25:2288-2294. [DOI: 10.1002/chem.201805038] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Revised: 11/09/2018] [Indexed: 11/12/2022]
Affiliation(s)
- José L. Alonso
- Grupo de Espectroscopía Molecular (GEM); Edificio Quifima; Laboratorio de Espectroscopia y Bioespectroscopia; Unidad Asociada CSIC; Parque Científico Uva; Universidad de Valladolid; 47011 Valladolid Spain
| | - Isabel Peña
- Grupo de Espectroscopía Molecular (GEM); Edificio Quifima; Laboratorio de Espectroscopia y Bioespectroscopia; Unidad Asociada CSIC; Parque Científico Uva; Universidad de Valladolid; 47011 Valladolid Spain
| | - Juan C. López
- Departamento de Química Física e Inorgánica; Facultad de, Ciencias; Universidad de Valladolid; 47011 Valladolid Spain
| | - Elena R. Alonso
- Grupo de Espectroscopía Molecular (GEM); Edificio Quifima; Laboratorio de Espectroscopia y Bioespectroscopia; Unidad Asociada CSIC; Parque Científico Uva; Universidad de Valladolid; 47011 Valladolid Spain
| | - Vanesa Vaquero
- Grupo de Espectroscopía Molecular (GEM); Edificio Quifima; Laboratorio de Espectroscopia y Bioespectroscopia; Unidad Asociada CSIC; Parque Científico Uva; Universidad de Valladolid; 47011 Valladolid Spain
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10
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Neeman EM, León I, Alonso ER, Kolesniková L, Mata S, Alonso JL. The effect of N-methylation on the conformational landscape of alanine: the case of N-methyl-l-alanine. Phys Chem Chem Phys 2018; 20:29159-29165. [PMID: 30426989 DOI: 10.1039/c8cp06043f] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The non-proteinogenic amino acid N-methyl-l-alanine has been brought into the gas phase using laser ablation techniques and studied by high resolution chirped pulse and molecular-beam Fourier transform microwave spectroscopies coupled to supersonic expansion. Four conformers showing the three types of hydrogen bond interactions I (NHO[double bond, length as m-dash]C), II (OHN) and III (N-HO-H) have been unambiguously identified, based on the comparison of the experimental rotational and 14N nuclear quadrupole constants with the calculated ab initio values. The observation of a type III conformer evidences the role of methyl groups in both sides to impose the steric hindrance, precluding the relaxation from type III to type I conformers and explains the responsibility for the unique conformational landscape observed in the case of NMA.
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Affiliation(s)
- E M Neeman
- Grupo de Espectrocopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Unidad Asociada CSIC, Parque Científico UVa, Universidad de Valladolid, 47011, Valladolid, Spain.
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11
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Vaquero V, Sanz ME, Peña I, Mata S, Cabezas C, López JC, Alonso JL. Alanine Water Complexes. J Phys Chem A 2014; 118:2584-90. [DOI: 10.1021/jp500862y] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Vanesa Vaquero
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - M. Eugenia Sanz
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - Isabel Peña
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - Santiago Mata
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - Carlos Cabezas
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - Juan C. López
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
| | - José L. Alonso
- Grupo de Espectroscopia Molecular
(GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia,
Unidad Asociada CSIC, Universidad de Valladolid, 47005 Valladolid, Spain
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12
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Puzzarini C, Biczysko M, Barone V, Largo L, Peña I, Cabezas C, Alonso JL. Accurate Characterization of the Peptide Linkage in the Gas Phase: A Joint Quantum-Chemical and Rotational Spectroscopy Study of the Glycine Dipeptide Analogue. J Phys Chem Lett 2014; 5:534-540. [PMID: 26276605 DOI: 10.1021/jz402744a] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Accurate structures of aminoacids in the gas phase have been obtained by joint microwave and quantum-chemical investigations. However, the structure and conformational behavior of α-aminoacids once incorporated into peptide chains are completely different and have not yet been characterized with the same accuracy. To fill this gap, we present here an accurate characterization of the simplest dipeptide analogue (N-acetyl-glycinamide) involving peptidic bonds. State-of-the-art quantum-chemical computations are complemented by a comprehensive study of the rotational spectrum using a combination of Fourier transform microwave spectroscopy with laser ablation. The coexistence of the C7 and C5 conformers has been proved and energetically as well as spectroscopically characterized. This joint theoretical-experimental investigation demonstrated the feasibility of obtaining accurate structures for flexible small biomolecules, thus paving the route to the elucidation of the inherent behavior of peptides.
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Affiliation(s)
- Cristina Puzzarini
- †Dipartimento di Chimica "Giacomo Ciamician", Università di Bologna, Via F. Selmi 2, 40126 Bologna, Italy
| | | | - Vincenzo Barone
- ‡Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy
| | - Laura Largo
- §Grupo de Espectroscopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque Científico UVa, Unidad Asociada CSIC, Universidad de Valladolid, S-47005 Valladolid, Spain
| | - Isabel Peña
- §Grupo de Espectroscopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque Científico UVa, Unidad Asociada CSIC, Universidad de Valladolid, S-47005 Valladolid, Spain
| | - Carlos Cabezas
- §Grupo de Espectroscopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque Científico UVa, Unidad Asociada CSIC, Universidad de Valladolid, S-47005 Valladolid, Spain
| | - José Luis Alonso
- §Grupo de Espectroscopía Molecular (GEM), Edificio Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque Científico UVa, Unidad Asociada CSIC, Universidad de Valladolid, S-47005 Valladolid, Spain
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13
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14
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Peña I, Sanz ME, López JC, Alonso JL. Preferred Conformers of Proteinogenic Glutamic Acid. J Am Chem Soc 2012; 134:2305-12. [DOI: 10.1021/ja2101449] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Isabel Peña
- Grupo de Espectroscopía Molecular (GEM), Edificio
Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque
Científico UVa, Universidad de Valladolid, 47011 Valladolid, Spain
| | - M. Eugenia Sanz
- Grupo de Espectroscopía Molecular (GEM), Edificio
Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque
Científico UVa, Universidad de Valladolid, 47011 Valladolid, Spain
| | - Juan C. López
- Grupo de Espectroscopía Molecular (GEM), Edificio
Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque
Científico UVa, Universidad de Valladolid, 47011 Valladolid, Spain
| | - José L. Alonso
- Grupo de Espectroscopía Molecular (GEM), Edificio
Quifima, Laboratorios de Espectroscopia y Bioespectroscopia, Parque
Científico UVa, Universidad de Valladolid, 47011 Valladolid, Spain
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