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Alon G, Ben-Haim Y, Tuvi-Arad I. Continuous symmetry and chirality measures: approximate algorithms for large molecular structures. J Cheminform 2023; 15:106. [PMID: 37946281 PMCID: PMC10636902 DOI: 10.1186/s13321-023-00777-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/28/2023] [Indexed: 11/12/2023] Open
Abstract
Quantifying imperfect symmetry of molecules can help explore the sources, roles and extent of structural distortion. Based on the established methodology of continuous symmetry and chirality measures, we develop a set of three-dimensional molecular descriptors to estimate distortion of large structures. These three-dimensional geometrical descriptors quantify the gap between the desirable symmetry (or chirality) and the actual one. They are global parameters of the molecular geometry, intuitively defined, and have the ability to detect even minute structural changes of a given molecule across chemistry, including organic, inorganic, and biochemical systems. Application of these methods to large structures is challenging due to countless permutations that are involved in the symmetry operations and have to be accounted for. Our approach focuses on iteratively finding the approximate direction of the symmetry element in the three-dimensional space, and the relevant permutation. Major algorithmic improvements over previous versions are described, showing increased accuracy, reliability and structure preservation. The new algorithms are tested for three sets of molecular structures including pillar[5]arene complexes with Li+, C100 fullerenes, and large unit cells of metal organic frameworks. These developments complement our recent algorithms for calculating continuous symmetry and chirality measures for small molecules as well as protein homomers, and simplify the usage of the full set of measures for various research goals, in molecular modeling, QSAR and cheminformatics.
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Affiliation(s)
- Gil Alon
- Department of Mathematics and Computer Science, The Open University of Israel, Raanana, Israel.
| | - Yuval Ben-Haim
- Department of Natural Sciences, The Open University of Israel, Raanana, Israel
| | - Inbal Tuvi-Arad
- Department of Natural Sciences, The Open University of Israel, Raanana, Israel.
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2
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Dudek WM, Ostrowski S, Dobrowolski JC. On Aromaticity of the Aromatic α-Amino Acids and Tuning of the NICS Indices to Find the Aromaticity Order. J Phys Chem A 2022; 126:3433-3444. [PMID: 35617165 PMCID: PMC9189847 DOI: 10.1021/acs.jpca.2c00346] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The NICS aromaticity indices of the rings in flexible phenylalanine (Phe), tryptophan (Trp), tyrosine (Tyr), and histidine (His) chiral molecules were analyzed. These molecules have several dozens of conformers, and their rings are slightly non-planar. Therefore, the population-averaged NICSpav index was defined, and the NICS scans had to be performed with respect to planes found by the least-squares routine. A rule differentiating an obverse and a reverse ring face in aromatic amino acids was formulated. The NICS scan minima corresponding to the obverse and reverse face were unequal, which prompted us to use the term ring face aromaticity/ring face tropicity. It appeared that for Phe, Trp, Tyr, and His, the reverse face has always had higher ring face aromaticity/ring face tropicity than the obverse one. Despite the NICS modifications, uncertainty about the amino acid aromaticity order remained. This motivated us to use the integral INICS index newly proposed by Stanger as well. Then, the following sequence was obtained: Trp(phenyl) > Phe > Trp(pyrrole) > His > Tyr. The juxtaposition of the INICS indices of amino acids with that of some model rings revealed a fair transferability of the values. Finally, analysis of the substituent effect on INICS demonstrated that the aromaticity of Tyr is the lowest due to the strength of the OH group π-electron-donating effect able to perturb enough the ring charge distribution and its magnetic aromaticity. The NICS calculations were executed using the ARONICS program written within the project.
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Affiliation(s)
- Wojciech M Dudek
- Institute of Nuclear Chemistry and Technology, 16 Dorodna Street, 03-195 Warsaw, Poland
| | - Sławomir Ostrowski
- Institute of Nuclear Chemistry and Technology, 16 Dorodna Street, 03-195 Warsaw, Poland
| | - Jan Cz Dobrowolski
- Institute of Nuclear Chemistry and Technology, 16 Dorodna Street, 03-195 Warsaw, Poland
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Ferro-Costas D, Mosquera-Lois I, Fernández-Ramos A. TorsiFlex: an automatic generator of torsional conformers. Application to the twenty proteinogenic amino acids. J Cheminform 2021; 13:100. [PMID: 34952644 PMCID: PMC8710030 DOI: 10.1186/s13321-021-00578-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 12/08/2021] [Indexed: 11/10/2022] Open
Abstract
In this work, we introduce TorsiFlex, a user-friendly software written in Python 3 and designed to find all the torsional conformers of flexible acyclic molecules in an automatic fashion. For the mapping of the torsional potential energy surface, the algorithm implemented in TorsiFlex combines two searching strategies: preconditioned and stochastic. The former is a type of systematic search based on chemical knowledge and should be carried out before the stochastic (random) search. The algorithm applies several validation tests to accelerate the exploration of the torsional space. For instance, the optimized structures are stored and this information is used to prevent revisiting these points and their surroundings in future iterations. TorsiFlex operates with a dual-level strategy by which the initial search is carried out at an inexpensive electronic structure level of theory and the located conformers are reoptimized at a higher level. Additionally, the program takes advantage of conformational enantiomerism, when possible. As a case study, and in order to exemplify the effectiveness and capabilities of this program, we have employed TorsiFlex to locate the conformers of the twenty proteinogenic amino acids in their neutral canonical form. TorsiFlex has produced a number of conformers that roughly doubles the amount of the most complete work to date.
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Affiliation(s)
- David Ferro-Costas
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CIQUS), Universidade de Santiago de Compostela, 15782, Santiago de Compostela, Spain.
| | - Irea Mosquera-Lois
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CIQUS), Universidade de Santiago de Compostela, 15782, Santiago de Compostela, Spain
| | - Antonio Fernández-Ramos
- Centro Singular de Investigación en Química Biolóxica e Materiais Moleculares (CIQUS), Universidade de Santiago de Compostela, 15782, Santiago de Compostela, Spain.
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Tashiro M, Imamura Y, Katouda M. De novo generation of optically active small organic molecules using Monte Carlo tree search combined with recurrent neural network. J Comput Chem 2020; 42:136-143. [DOI: 10.1002/jcc.26441] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 10/10/2020] [Accepted: 10/14/2020] [Indexed: 12/21/2022]
Affiliation(s)
| | - Yutaka Imamura
- Department of Chemistry Graduate School of Science and Engineering, Tokyo Metropolitan University Hachioji Tokyo Japan
| | - Michio Katouda
- Department of Computational Science and Technology Research Organization for Information Science and Technology Minato‐ku Tokyo Japan
- Research Institute for Science and Engineering, Waseda University Shinjuku‐ku Tokyo Japan
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Ostrowski S, Garnuszek P, Dobrowolski JC. Endohedral isomerism in model achiral and chiral La@C 58N 2 systems. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2020; 231:117791. [PMID: 31992498 DOI: 10.1016/j.saa.2019.117791] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 11/10/2019] [Accepted: 11/11/2019] [Indexed: 06/10/2023]
Abstract
Endohedral structures with La0 or La3+ encapsulated in chiral (1,16)C58N2 or achiral (1,4)C58N2 diazafullerenes were studied at the B3LYP/G-31G*/SDD level. Two stable locations of La0 and La3+ are possible in each cage but only with La0@(1,16)C58N2 can the two isomers coexist. We found that an AIM determined hapticity of the endohedral species selectively differentiates the systems. We predict that there will always exist IR and Raman bands which allow for them to be identified in the presence of the parent cage. For the La0@(1,16) C58N2 molecules and the parent diazafullerene, the Raman spectra are likely to reveal a pre-resonance effect even at 785 nm and it seems possible to selectively excite only one isomer. The calculated electronic spectra suggested a chance to determine the less populated diazafullerene in the presence of the more populated one, be it chiral or achiral. For the chiral endohedral isomers, the calculated VCD spectra are quite dissimilar and the two endohedral isomers and the parent heterofullerene seem to be easily detected. Eventually, we defined the endohedral isomerism as follows: The endohedral isomerism is the phenomenon whereby an internal individuum captured in a cage can occupy more than one stable position without changing the cage connectivity.
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Affiliation(s)
- Sławomir Ostrowski
- Institute of Nuclear Chemistry and Technology, 16 Dorodna-Street, 03-195 Warsaw, Poland
| | - Piotr Garnuszek
- Radioisotope Centre POLATOM, National Centre for Nuclear Research, 7 A. Sołtana-Street, 05-400 Otwock, Poland
| | - Jan Cz Dobrowolski
- Institute of Nuclear Chemistry and Technology, 16 Dorodna-Street, 03-195 Warsaw, Poland.
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6
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Baruch-Shpigler Y, Wang H, Tuvi-Arad I, Avnir D. Chiral Ramachandran Plots I: Glycine. Biochemistry 2017; 56:5635-5643. [PMID: 28872841 DOI: 10.1021/acs.biochem.7b00525] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Ramachandran plots (RPs) map the wealth of conformations of the polypeptide backbone and are widely used to characterize protein structures. A limitation of the RPs is that they are based solely on two dihedral angles for each amino acid residue and provide therefore only a partial picture of the conformational richness of the protein. Here we extend the structural RP analysis of proteins from a two-dimensional (2D) map to a three-dimensional map by adding the quantitative degree of chirality-the continuous chirality measure (CCM)-of the amino acid residue at each point in the RP. This measure encompasses all bond angles and bond lengths of an amino acid residue. We focus in this report on glycine (Gly) because, due to its flexibility, it occupies a large portion of the 2D map, thus allowing a detailed study of the chirality measure, and in order to evaluate the justification of classically labeling Gly as the only achiral amino acid. We have analyzed in detail 4366 Gly residues extracted from high resolution crystallographic data of 160 proteins. This analysis reveals not only that Gly is practically always conformationally chiral, but that upon comparing with the backbone of all amino acids, the quantitative chirality values of Gly are of similar magnitudes to those of the (chiral) amino acids. Structural trends and energetic considerations are discussed in detail. Generally we show that adding chirality to Ramachandran plots creates far more informative plots that highlight the sensitivity of the protein structure to minor conformational changes.
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Affiliation(s)
- Yael Baruch-Shpigler
- Institute of Chemistry, The Hebrew University of Jerusalem , Jerusalem 9190401, Israel
| | - Huan Wang
- Institute of Chemistry, The Hebrew University of Jerusalem , Jerusalem 9190401, Israel.,Department of Natural Sciences, The Open University of Israel , Raanana 4353701, Israel
| | - Inbal Tuvi-Arad
- Department of Natural Sciences, The Open University of Israel , Raanana 4353701, Israel
| | - David Avnir
- Institute of Chemistry, The Hebrew University of Jerusalem , Jerusalem 9190401, Israel
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Lipiński PFJ, Szurmak P. SCRAMBLE'N'GAMBLE: a tool for fast and facile generation of random data for statistical evaluation of QSAR models. CHEMICAL PAPERS 2017; 71:2217-2232. [PMID: 29104352 PMCID: PMC5655615 DOI: 10.1007/s11696-017-0215-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Accepted: 05/26/2017] [Indexed: 01/20/2023]
Abstract
A common practice in modern QSAR modelling is to derive models by variable selection methods working on large descriptor pools. As pointed out previously, this is intrinsically burdened with the risk of finding random correlations. Therefore it is desirable to perform tests showing the performance of models built on random data. In this contribution, we introduce a simple and freely available software tool SCRAMBLE’N’GAMBLE that is aimed at facilitating data preparation for y-randomization and pseudo-descriptors tests. Then, four close-to-real-world modelling situations are analysed. The tests indicate what the quality of obtained QSAR models is like in comparison to chance models derived from random data. The non-randomness is not the only requirement for a good QSAR model, however, it is a good practice to consider it together with internal statistical parameters and possible physical interpretations of a model.
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Affiliation(s)
- Piotr F J Lipiński
- Department of Neuropeptides, Mossakowski Medical Research Centre Polish Academy of Sciences, 02-106 Warsaw, Poland
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Mohammed M, Ettinoffe YSB, Ogundolie TO, Kioko BM, Mauge-Lewis K, Aslan K. High-Throughput Crystallization of l-Alanine Using iCrystal Plates and Metal-Assisted and Microwave-Accelerated Evaporative Crystallization. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.5b04427] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Muzaffer Mohammed
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
| | - Yehnara S. B. Ettinoffe
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
| | - Taiwo O. Ogundolie
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
| | - Bridgit M. Kioko
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
| | - Kevin Mauge-Lewis
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
| | - Kadir Aslan
- Department of Chemistry, Morgan State University, 1700
East Cold Spring Lane, Baltimore, Maryland 21251, United States
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9
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Abstract
The NICS(1) magnetic aromaticity index is split into NICS(1) and NICS(−1) indices when the points 1 Å above and below the ring center are inequivalent by symmetry. The two indices characterize the aromaticity of the two ring faces rather than the ring itself.
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Affiliation(s)
- Jan Cz. Dobrowolski
- Institute of Chemistry and Nuclear Technology
- 03-195 Warsaw
- Poland
- National Medicines Institute
- 00-725 Warsaw
| | - Piotr F. J. Lipiński
- Department of Neuropeptides
- Mossakowski Medical Research Centre Polish Academy of Sciences
- 02-106 Warszawa
- Poland
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10
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Lipiński PFJ, Dobrowolski JC. Local chirality measures in QSPR : IR and VCD spectroscopy. RSC Adv 2014. [DOI: 10.1039/c4ra08434a] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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11
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Rode JE, Dobrowolski JC, Sadlej J. Prediction of l-Methionine VCD Spectra in the Gas Phase and Water Solution. J Phys Chem B 2013; 117:14202-14. [DOI: 10.1021/jp405462a] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Affiliation(s)
- Joanna E. Rode
- Industrial Chemistry Research Institute, 8 Rydygiera Street, 01-793 Warsaw, Poland
| | - Jan Cz. Dobrowolski
- Industrial Chemistry Research Institute, 8 Rydygiera Street, 01-793 Warsaw, Poland
- National Medicines Institute, 30/34 Chełmska Street, 00-725 Warsaw, Poland
| | - Joanna Sadlej
- National Medicines Institute, 30/34 Chełmska Street, 00-725 Warsaw, Poland
- Faculty
of Chemistry, Warsaw University, 1 Pasteura Street, 02-093 Warsaw, Poland
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Ostrowski S, Jamróz MH, Dobrowolski JC. A study on the stability, chirality, and theoretical spectra of the heterofullerenes C69X (X=N, P, As, B, Si, Ge). ACTA ACUST UNITED AC 2013. [DOI: 10.1016/j.tetasy.2013.07.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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13
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Pinsky M, Zait A, Bonjack M, Avnir D. Continuous symmetry analyses:CnvandDnmeasures of molecules, complexes, and proteins. J Comput Chem 2012; 34:2-9. [DOI: 10.1002/jcc.23092] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Revised: 07/22/2012] [Accepted: 07/24/2012] [Indexed: 11/08/2022]
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