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Werth J, Sigman MS. Linear Regression Model Development for Analysis of Asymmetric Copper-Bisoxazoline Catalysis. ACS Catal 2021; 11:3916-3922. [PMID: 34671510 DOI: 10.1021/acscatal.1c00531] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Multivariate linear regression analysis (MLR) is used to unify and correlate different categories of asymmetric Cu-bisoxazoline (BOX) catalysis. The versatility of Cu-BOX complexes has been leveraged for several types of enantioselective transformations including cyclopropanation, Diels-Alder cycloadditions and difunctionalization of alkenes. Statistical tools and extensive molecular featurization has guided the development of an inclusive linear regression model, providing a predictive platform and readily interpretable descriptors. Mechanism-specific categorization of curated datasets and parameterization of reaction components allows for simultaneous analysis of disparate organometallic intermediates such as carbenes and Lewis acid adducts, all unified by a common ligand scaffold and metal ion. Additionally, this workflow permitted the development of a complementary linear regression model correlating analogous BOX-catalyzed reactions employing Ni, Fe, Mg, and Pd complexes. Comparison of ligand parameters in each model reveals the relevant structural requirements necessary for high selectivity. Overall, this strategy highlights the utility of MLR analysis in exploring mechanistically driven correlations across a diverse chemical space in organometallic chemistry and presents an applicable workflow for related ligand classes.
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Affiliation(s)
- Jacob Werth
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Matthew S. Sigman
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
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2
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Durán R, Herrera B. Theoretical Study of the Mechanism of Catalytic Enanteoselective N-H and O-H Insertion Reactions. J Phys Chem A 2020; 124:2-11. [PMID: 31809051 DOI: 10.1021/acs.jpca.9b07274] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Theoretical density functional theory (DFT) calculations were carried out to study bond insertion reactions using a copper(I)-Box-carbenoid as a bond activator. In order to understand the reaction mechanism where N-H and O-H bonds actively participate, the reaction force (RF) and activation strain model (ASM) were used. Results indicate that the first step of the reaction is barrierless for both bond insertions (N-H and O-H), and the second step of the insertion reaction in the phenol (O-H bond) is favored kinetically and thermodynamically with regard to the aniline substrate (N-H bond). The enantioselectivity is driven by the ligand of the catalyst by steric repulsion, favoring the formation of the R isomer. The analysis of the reaction force and ASM exhibited that the higher energy barrier in aniline is mainly due to a higher W2 contribution together with repulsive interactions, which hinders the insertion process.
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Affiliation(s)
- Rocío Durán
- Laboratorio de Química Teórica Computacional (QTC), Departamento de Química-Física, Facultad de Química y de Farmacia , Pontificia Universidad Católica de Chile , Av. Vicuña Mackenna, 4860 Macul, Santiago , Chile
| | - Barbara Herrera
- Laboratorio de Química Teórica Computacional (QTC), Departamento de Química-Física, Facultad de Química y de Farmacia , Pontificia Universidad Católica de Chile , Av. Vicuña Mackenna, 4860 Macul, Santiago , Chile
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Hofmann FD, Devereux M, Pfaltz A, Meuwly M. Toward force fields for atomistic simulations of iridium-containing complexes. J Comput Chem 2014; 35:18-29. [PMID: 24155105 DOI: 10.1002/jcc.23460] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Revised: 08/09/2013] [Accepted: 09/08/2013] [Indexed: 12/25/2022]
Abstract
The structural and energetic characterization of metal complexes is important in catalysis and photochemical applications. Unraveling their modes-of-action can be greatly assisted by computation, which typically is restricted to computationally demanding methods including electronic structure calculations with density functional theory. Here, we present an empirical force field based on valence bond theory applicable to a range of octahedral Ir(III) complexes with different coordinating ligands, including iridium complexes with a chiral P,N ligand. Using an approach applicable to metal-containing complexes in general, it is shown that with one common parametrization 85% of the 116 diastereomers--all within 21 kcal/mol of the lowest energy conformation of each series--can be correctly ranked. For neutral complexes, all diastereomers are ranked correctly. This helps to identify the most relevant diastereomers which, if necessary, can be further investigated by more demanding computational methods. Furthermore, if one specific complex is considered, the root mean square deviation between reference data from electronic structure calculations and the force field is ≈1 kcal/mol. This, together with the possibility to carry out explicit simulations in solution paves the way for an atomistic understanding of iridium-containing complexes in catalysis.
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Affiliation(s)
- Franziska D Hofmann
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056, Basel, Switzerland
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Seifermann SM, Muller T, Bräse S. BOX Structures with Additional Coordination Sites: Potential Ligands for Bifunctional Catalysis. European J Org Chem 2013. [DOI: 10.1002/ejoc.201300279] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Wang MC, Liu ZK, Li S, Ding X, Li Y, Tang MS. An experimental and theoretical study on free ligand conformational preferences and enantioselectivity relationship for the asymmetric addition of diethylzinc to benzaldehyde. ACTA ACUST UNITED AC 2010. [DOI: 10.1016/j.tetasy.2010.03.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Lee JD, Kim TJ, Han WS, Han SJ, Lee C, Ko J, Kang SO. C2-Symmetric Group 4 Metal Complexes Adorned with Chiral N,O Chelates: Synthesis and Structural Characterization of Helical Hexacoordinate Metal Dichlorides Derived from 6-Isopropyl-3-methyl-2-(4-isopropyl-4,5-dihydrooxazol-2-yl)phenol Ligands. Z Anorg Allg Chem 2009. [DOI: 10.1002/zaac.200801385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Denmark SE, Nakajima N, Stiff CM, Nicaise OJC, Kranz M. Studies on the Bisoxazoline and (-)-Sparteine Mediated Enantioselective Addition of Organolithium Reagents to Imines. Adv Synth Catal 2008; 350:1023-1045. [PMID: 19809587 PMCID: PMC2756708 DOI: 10.1002/adsc.200800017] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The enantioselective addition of organolithium reagents to N-anisyl aldimines promoted by chiral bisoxazolines and (-)-sparteine as external ligands is described. This reaction proceeds readily with a wide range of aldimine substrates (aliphatic, aromatic, olefinic) and organolithium nucleophiles (Me, n-Bu, Ph, vinyl) in excellent yields (81-99%) and with high enantioselectivities (up to 95.5:4.5 er). The external ligands can be used in substoichiometric amounts albeit with slightly attenuated enantioselectivities. A systematic evaluation of the structural features of the bisoxazolines revealed a primary contribution from the substituent at C(4) and a secondary influence from the bridging substituents. A computational analysis (PM3) provided a clear rationalization for the origin of enantioselectivity.
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Affiliation(s)
- Scott E. Denmark
- Roger Adams Laboratory, Department of Chemistry, University of Illinois Urbana, IL 61801
| | - Noriyuki Nakajima
- Roger Adams Laboratory, Department of Chemistry, University of Illinois Urbana, IL 61801
| | - Cory M. Stiff
- Roger Adams Laboratory, Department of Chemistry, University of Illinois Urbana, IL 61801
| | - Olivier J.-C. Nicaise
- Roger Adams Laboratory, Department of Chemistry, University of Illinois Urbana, IL 61801
| | - Michael Kranz
- Roger Adams Laboratory, Department of Chemistry, University of Illinois Urbana, IL 61801
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Corbeil C, Thielges S, Schwartzentruber J, Moitessier N. Toward a Computational Tool Predicting the Stereochemical Outcome of Asymmetric Reactions: Development and Application of a Rapid and Accurate Program Based on Organic Principles. Angew Chem Int Ed Engl 2008; 47:2635-8. [DOI: 10.1002/anie.200704774] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Corbeil C, Thielges S, Schwartzentruber J, Moitessier N. Toward a Computational Tool Predicting the Stereochemical Outcome of Asymmetric Reactions: Development and Application of a Rapid and Accurate Program Based on Organic Principles. Angew Chem Int Ed Engl 2008. [DOI: 10.1002/ange.200704774] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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García JI, Jiménez-Osés G, Martínez-Merino V, Mayoral JA, Pires E, Villalba I. QM/MM Modeling of Enantioselective Pybox–Ruthenium- and Box–Copper-Catalyzed Cyclopropanation Reactions: Scope, Performance, and Applications to Ligand Design. Chemistry 2007; 13:4064-73. [PMID: 17304595 DOI: 10.1002/chem.200601358] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
An extensive comparison of full-QM (B3LYP) and QM/MM (B3LYP:UFF) levels of theory has been made for two enantioselective catalytic systems, namely, Pybox-Ru and Box-Cu complexes, in the cyclopropanation of alkenes (ethylene and styrene) with methyl diazoacetate. The geometries of the key reaction intermediates and transition structures calculated at the QM/MM level are generally in satisfactory agreement with full-QM calculated geometries. More importantly, the relative energies calculated at the QM/MM level are in good agreement with those calculated at the full-QM level in all cases. Furthermore, the QM/MM energies are often in better agreement with the stereoselectivity experimentally observed, and this suggests that QM/MM calculations can be superior to full-QM calculations when subtle differences in inter- and intramolecular interactions are important in determining the selectivity, as is the case in enantioselective catalysis. The predictive value of the model presented is validated by the explanation of the unusual enantioselectivity behavior exhibited by a new bis-oxazoline ligand, the stereogenic centers of which are quaternary carbon atoms.
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Affiliation(s)
- José I García
- Departamento de Química Orgánica, ICMA, CSIC-Universidad de Zaragoza, Pedro Cerbuna 12, 50009 Zaragoza, Spain.
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Desimoni G, Faita G, Jørgensen KA. C2-Symmetric Chiral Bis(Oxazoline) Ligands in Asymmetric Catalysis. Chem Rev 2006; 106:3561-651. [PMID: 16967916 DOI: 10.1021/cr0505324] [Citation(s) in RCA: 652] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Giovanni Desimoni
- Department of Organic Chemistry, University of Pavia, Viale Taramelli 10, 27100 Pavia, Italy.
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