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Gou Q, Zhao Q, Dong M, Liang L, You H. Diagnostic potential of energy metabolism-related genes in heart failure with preserved ejection fraction. Front Endocrinol (Lausanne) 2023; 14:1296547. [PMID: 38089628 PMCID: PMC10711684 DOI: 10.3389/fendo.2023.1296547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/07/2023] [Indexed: 12/18/2023] Open
Abstract
Background Heart failure with preserved ejection fraction (HFpEF) is associated with changes in cardiac metabolism that affect energy supply in the heart. However, there is limited research on energy metabolism-related genes (EMRGs) in HFpEF. Methods The HFpEF mouse dataset (GSE180065, containing heart tissues from 10 HFpEF and five control samples) was sourced from the Gene Expression Omnibus database. Gene expression profiles in HFpEF and control groups were compared to identify differentially expressed EMRGs (DE-EMRGs), and the diagnostic biomarkers with diagnostic value were screened using machine learning algorithms. Meanwhile, we constructed a biomarker-based nomogram model for its predictive power, and functionality of diagnostic biomarkers were conducted using single-gene gene set enrichment analysis, drug prediction, and regulatory network analysis. Additionally, consensus clustering analysis based on the expression of diagnostic biomarkers was utilized to identify differential HFpEF-related genes (HFpEF-RGs). Immune microenvironment analysis in HFpEF and subtypes were performed for analyzing correlations between immune cells and diagnostic biomarkers as well as HFpEF-RGs. Finally, qRT-PCR analysis on the HFpEF mouse model was used to validate the expression levels of diagnostic biomarkers. Results We selected 5 biomarkers (Chrna2, Gnb3, Gng7, Ddit4l, and Prss55) that showed excellent diagnostic performance. The nomogram model we constructed demonstrated high predictive power. Single-gene gene set enrichment analysis revealed enrichment in aerobic respiration and energy derivation. Further, various miRNAs and TFs were predicted by Gng7, such as Gng7-mmu-miR-6921-5p, ETS1-Gng7. A lot of potential therapeutic targets were predicted as well. Consensus clustering identified two distinct subtypes of HFpEF. Functional enrichment analysis highlighted the involvement of DEGs-cluster in protein amino acid modification and so on. Additionally, we identified five HFpEF-RGs (Kcnt1, Acot1, Kcnc4, Scn3a, and Gpam). Immune analysis revealed correlations between Macrophage M2, T cell CD4+ Th1 and diagnostic biomarkers, as well as an association between Macrophage and HFpEF-RGs. We further validated the expression trends of the selected biomarkers through experimental validation. Conclusion Our study identified 5 diagnostic biomarkers and provided insights into the prediction and treatment of HFpEF through drug predictions and network analysis. These findings contribute to a better understanding of HFpEF and may guide future research and therapy development.
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Affiliation(s)
- Qiling Gou
- Department of Cardiovascular Medicine, Shaanxi Provincial People’s Hospital, Xi’an, Shaanxi, China
| | - Qianqian Zhao
- Department of Cardiopulmonary Rehabilitation, Xi’an International Medical Center Hospital-Rehabilitation Hospital, Xi’an, Shaanxi, China
| | - Mengya Dong
- Department of Cardiovascular Medicine, Shaanxi Provincial People’s Hospital, Xi’an, Shaanxi, China
| | - Lei Liang
- Department of Cardiovascular Medicine, Shaanxi Provincial People’s Hospital, Xi’an, Shaanxi, China
| | - Hongjun You
- Department of Cardiovascular Medicine, Shaanxi Provincial People’s Hospital, Xi’an, Shaanxi, China
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Tan C, Yang SJ, Zhao DH, Li J, Yin LQ. Antihypertensive activity of indole and indazole analogues: A review. ARAB J CHEM 2022. [DOI: 10.1016/j.arabjc.2022.103756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Bioequivalence study of two perindopril tert-butylamine tablet formulations in healthy Chinese subjects under fasting and fed conditions: A randomized, open-label, single-dose, crossover trial. Biomed Pharmacother 2021; 135:111221. [PMID: 33433351 DOI: 10.1016/j.biopha.2021.111221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/23/2020] [Accepted: 12/31/2020] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND To evaluate the bioequivalence between test and reference formulations of perindopril tert-butylamine under fasting and fed conditions and to assess their pharmacokinetic (PK) and safety profiles. METHOD A randomized, open-label, single-dose, crossover trial was conducted in healthy Chinese subjects. Test or reference perindopril tert-butylamine tablets (4 mg) were randomly given to subjects under fasting (2-period crossover, with an administration sequence of test tablet (T), reference tablet (R) or RT) and fed (4-period crossover, with an administration sequence of TRTR or RTRT) conditions, while each single administration was followed by a 14-day washout period. The plasma concentrations and corresponding non-compartmental PK parameters of perindopril and perindoprilat were determined. The two formulations were considered to be bioequivalent if the 90 % confidence intervals (CIs) of the geometric mean (GM) ratio (test/reference) for Cmax, AUC0-t, and AUC0-∞ (perindopril) was both within the range of 80-125 %. Safety assessments including vital signs, physical examination, laboratory examination, 12-lead ECG and reports of treatment emergent adverse events (TEAEs) were carefully documented. RESULTS A total of 64 subjects (32 in each trial) were randomized and all completed the trials. Regardless of fasting or fed trials, the PK characteristics of perindopril and perindoprilat for the test formulation were similar to those of the reference formulation (all P > 0.05). The 90 % CIs of the geometric mean (GM) ratio for Cmax, AUC0-t, and AUC0-∞, respectively, were 92.86-106.81 %, 98.44-102.88 % and 98.48-103.02 % under the fasting condition and 90.64-110.04 %, 96.95-101.90 % and 96.83-101.78 % under the fed condition, which were both within the pre-specified range of 80-125 %. A total of 10 (31.3 %) fasted subjects and 11 (34.4 %) fed subjects experienced 11 and 24 TEAEs, respectively, all of which were within the severity of grade 1. The incidence of TEAEs and drug-related TEAEs were similar between test and reference formulations (all P > 0.05) and no serious TEAEs or deaths occurred during the trials. CONCLUSIONS The test and reference formulations of perindopril tert-butylamine tablets (4 mg) were bioequivalent and well tolerated in healthy Chinese subjects under fasting and fed conditions.
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Van der Poorten O, Knuhtsen A, Sejer Pedersen D, Ballet S, Tourwé D. Side Chain Cyclized Aromatic Amino Acids: Great Tools as Local Constraints in Peptide and Peptidomimetic Design. J Med Chem 2016; 59:10865-10890. [PMID: 27690430 DOI: 10.1021/acs.jmedchem.6b01029] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Constraining the conformation of flexible peptides is a proven strategy to increase potency, selectivity, and metabolic stability. The focus has mostly been on constraining the backbone dihedral angles; however, the correct orientation of the amino acid side chains (χ-space) that constitute the peptide pharmacophore is equally important. Control of χ-space utilizes conformationally constrained amino acids that favor, disfavor, or exclude the gauche (-), the gauche (+), or the trans conformation. In this review we focus on cyclic aromatic amino acids in which the side chain is connected to the peptide backbone to provide control of χ1- and χ2-space. The manifold applications for cyclized analogues of the aromatic amino acids Phe, Tyr, Trp, and His within peptide medicinal chemistry are showcased herein with examples of enzyme inhibitors and ligands for G protein-coupled receptors.
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Affiliation(s)
- Olivier Van der Poorten
- Research Group of Organic Chemistry, Departments of Chemistry and Bio-Engineering Sciences, Vrije Universiteit Brussel , Pleinlaan 2, 1050 Brussels, Belgium
| | - Astrid Knuhtsen
- Department of Drug Design and Pharmacology, University of Copenhagen , Jagtvej 162, 2100 Copenhagen, Denmark
| | - Daniel Sejer Pedersen
- Department of Drug Design and Pharmacology, University of Copenhagen , Jagtvej 162, 2100 Copenhagen, Denmark
| | - Steven Ballet
- Research Group of Organic Chemistry, Departments of Chemistry and Bio-Engineering Sciences, Vrije Universiteit Brussel , Pleinlaan 2, 1050 Brussels, Belgium
| | - Dirk Tourwé
- Research Group of Organic Chemistry, Departments of Chemistry and Bio-Engineering Sciences, Vrije Universiteit Brussel , Pleinlaan 2, 1050 Brussels, Belgium
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Torras J, Warren JG, Revilla-López G, Jiménez AI, Cativiela C, Alemán C. Solvent-induced conformational flexibility of a bicyclic proline analogue: Octahydroindole-2-carboxylic acid. Biopolymers 2014; 102:176-90. [PMID: 24458264 DOI: 10.1002/bip.22465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 01/07/2014] [Accepted: 01/16/2014] [Indexed: 11/08/2022]
Abstract
The conformational preferences of the N-acetyl-N'-methylamide derivatives of the four octahydroindole-2-carboxylic acid (Oic) stereoisomers have been investigated in the gas-phase and in aqueous solution using quantum mechanical calculations. In addition to the conformational effects provoked by the stereochemical diversity of Oic, which presents three chiral centers, results provide evidence of interesting and rather unusual features. The conformational preferences of the Oic stereoisomers in solution are only well described by applying a complete and systematic search process, results achieved by simple re-optimization of the gas-phase minima being very imprecise. This is because the conformational rigidity detected in the gas-phase, which is imposed by the chemical restrictions of the fused bicyclic skeleton, disappears in aqueous solution, the four stereoisomers behaving as flexible molecules in this environment. Thus, in general, the γ-turn is the only minimum energy conformation in the gas-phase while in aqueous solution the helical, polyproline-II and γ-turn motifs are energetically favored. Molecular dynamics simulations indicate that the conformational flexibility predicted by quantum mechanical calculations for the four Oic stereoisomers in solution is satisfactorily reproduced by classical force-fields.
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Affiliation(s)
- Juan Torras
- Departament d'Enginyeria Química, EEI, Universitat Politècnica de Catalunya, Pça Rei 15, Igualada, 08700, Spain
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Singh P, Raj R, Bhargava G, Hendricks DT, Handa S, Slaughter LM, Kumar V. β-Lactam synthon-interceded diastereoselective synthesis of functionalized octahydroindole-based molecular scaffolds and their in vitro cytotoxic evaluation. Eur J Med Chem 2012; 58:513-8. [DOI: 10.1016/j.ejmech.2012.10.049] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Revised: 10/26/2012] [Accepted: 10/28/2012] [Indexed: 01/22/2023]
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de Leeuw PW. Combination perindopril/indapamide for the treatment of hypertension: a review. Expert Opin Pharmacother 2011; 12:1827-33. [PMID: 21651456 DOI: 10.1517/14656566.2011.585638] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Hypertension is an important risk factor for cardiovascular complications and the need to treat this condition has been well established. Despite the availability of many antihypertensive drugs, it is often necessary to combine several of these drugs. The compound perindopril/indapamide offers the opportunity to start with a fixed combination of two effective agents as first-line treatment. Large outcome trials so far show that the perindopril/indapamide compound has favourable prognostic effects in elderly hypertensives as well as in patients with high cardiovascular risks, regardless of their level of blood pressure. AREAS COVERED This review examines the prevalence of hypertension, the major risk factors, its pharmacodynamics, pharmacokinetics and clinical efficacy, and also looks at the results of large outcome trials. This review will allow the reader to put the role of the perindopril/indapamide combination in perspective, at least from a clinical point of view. EXPERT OPINION Despite the positive trial results, there are still issues that deserve attention, for example safety with respect to drug levels in special patient groups. Also, in the large outcome trials placebo treatment (whether or not in addition to other medication) was taken as the comparator, and it is uncertain whether the combination of perindopril and indapamide performs better than established modes of treatment. More studies are needed to establish whether the combination drug has similar positive effects in the long run in 'ordinary' patients and those with comorbid conditions or those who are treated with other drugs as well. Nevertheless, it is fair to state that the low-dose perindopril/indapamide combination adds to our pharmaceutical arsenal and can be applied as first-line treatment by physicians who care for patients with elevated blood pressure or, more broadly, those with cardiovascular disease.
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Affiliation(s)
- Peter W de Leeuw
- University Hospital Maastricht, Department of Medicine, PO Box 5800, 6202 AZ Maastricht, The Netherlands.
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Access to the
cis
‐Fused Stereoisomers of Proline Analogues Containing an Octahydroindole Core. European J Org Chem 2011. [DOI: 10.1002/ejoc.201001710] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Sayago FJ, Calaza MI, Jiménez AI, Cativiela C. A straightforward route to enantiopure alpha-substituted derivatives of (2S,3aS,7aS)-octahydroindole-2-carboxylic acid. Tetrahedron 2009; 65:5174-5180. [PMID: 20640172 DOI: 10.1016/j.tet.2009.05.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
High yielding and remarkably selective alkylations of a suitably protected derivative of (2S,3aS,7aS)-octahydroindole-2-carboxylic acid are described. The fused bicyclic structure of this proline analogue greatly influences the stereochemical outcome of direct alkylation reactions taking place at the alpha-carbon and provides access to alpha-substituted analogues with retention of the configuration. The overall procedure allows the preparation of enantiopure alpha-substituted derivatives of this Oic isomer, suitably protected for their incorporation into peptides, in a straightforward manner.
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Affiliation(s)
- Francisco J Sayago
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza-CSIC, 50009 Zaragoza, Spain
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Brugts JJ, Ferrari R, Simoons ML. Angiotensin-converting enzyme inhibition by perindopril in the treatment of cardiovascular disease. Expert Rev Cardiovasc Ther 2009; 7:345-360. [DOI: 10.1586/erc.09.2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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Alatorre-Santamaría S, Rodriguez-Mata M, Gotor-Fernández V, de Mattos MC, Sayago FJ, Jiménez AI, Cativiela C, Gotor V. Efficient access to enantiomerically pure cyclic alpha-amino esters through a lipase-catalyzed kinetic resolution. TETRAHEDRON, ASYMMETRY 2009; 19:1714-1719. [PMID: 20104250 PMCID: PMC2587339 DOI: 10.1016/j.tetasy.2008.06.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A series of alpha-amino acid derivatives containing the 2,3-dihydroindole or octahydroindole core have been chemoenzymatically synthesized in good overall yields and high enantiomeric purity under mild reaction conditions using lipases for the introduction of chirality. Candida antarctica lipase type A has shown excellent activity and high enantiodiscrimination ability towards the two cyclic amino esters used as substrates. The selectivity of the process proved to be greatly dependent on the alkoxycarbonylating agent. Thus, the enzymatic kinetic resolution of methyl indoline-2-carboxylate has been successfully achieved using 3-methoxyphenyl allyl carbonate, whereas (2R,3aR,7aR)-benzyl octahydroindole-2-carboxylate required the less reactive diallyl carbonate.
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Affiliation(s)
- Sergio Alatorre-Santamaría
- Departamento de Química Orgánica e Inorgánica, Instituto Universitario de Biotecnología de Asturias, Universidad de Oviedo, 33071, Oviedo (Asturias), Spain
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Sayago FJ, Calaza MI, Jiménez AI, Cativiela C. Towards the stereoselective synthesis of alpha-methylated (2S,3aS,7aS)-octahydroindole-2-carboxylic acid. TETRAHEDRON, ASYMMETRY 2008; 19:2763-2766. [PMID: 20011581 PMCID: PMC2711560 DOI: 10.1016/j.tetasy.2008.11.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A high yielding and remarkably stereoselective alpha-methylation reaction of the (2S,3aS,7aS) stereoisomer of octahydroindole-2-carboxylic acid, (S,S,S)-Oic, suitably protected is described. The severe steric hindrance imposed by the fused cyclohexane ring, which prevents the application of Seebach's self-reproduction of chirality methodology, accounts for the formation of (S,S,S)-(alphaMe)Oic with high selectivity and retention of configuration.
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Affiliation(s)
- Francisco J. Sayago
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - M. Isabel Calaza
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - Ana I. Jiménez
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - Carlos Cativiela
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
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Zaiem A, Zannad F. Perindopril: beyond lowering blood pressure. Future Cardiol 2008; 4:219-35. [PMID: 19804327 DOI: 10.2217/14796678.4.3.219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Perindopril, a prodrug ester of perindoprilat, is an angiotensin-converting enzyme inhibitor that lowers angiotensin II and potentiates bradykinin. This agent has proven efficacy in a wide range of cardiovascular diseases. Its efficacy, safety and tolerability are well established in the treatment of hypertension. Beyond pharmacodynamic effects shown in lowering blood pressure, perindopril was also involved in the improvement of endothelial function and the normalization of vascular and cardiac structure and function. Large morbidity-mortality trials, such as the European Trial on Reduction of Cardiac Events with Perindopril in Patients with Stable Coronary Artery Disease (EUROPA), Perindopril Protection Against Recurrent Stroke Study (PROGRESS) and Anglo-Scandinavian Cardiac Outcomes Trial-Blood Pressure Lowering Arm (ASCOT-BPLA), have shown that treatment with perindopril reduces and prevents cardiovascular disease in a large range of patients with vascular diseases (including stable coronary disease), whether or not they are hypertensive.
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Affiliation(s)
- Ahmed Zaiem
- CHU de Nancy, Inserm, Clinical Investigation Center, Hôpital Jeanne d'Arc, 54200 Toul, France
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Sayago FJ, Calaza MI, Jiménez AI, Cativiela C. Versatile methodology for the synthesis and α-functionalization of (2R,3aS,7aS)-octahydroindole-2-carboxylic acid. Tetrahedron 2008; 64:84-91. [PMID: 21113401 PMCID: PMC2991158 DOI: 10.1016/j.tet.2007.10.095] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
An improved strategy for the effective synthesis of enantiomerically pure (2R,3aS,7aS)-octahydroindole-2-carboxylic acid (Oic), based on the formation of a trichloromethyloxazolidinone derivative, has been developed. Additionally, the completely diastereoselective α-alkylation of such oxazolidinone provides a very convenient and concise route to enantiopure α-tetrasubstituted derivatives of this Oic stereoisomer.
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Affiliation(s)
- Francisco J. Sayago
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - M. Isabel Calaza
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - Ana I. Jiménez
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
| | - Carlos Cativiela
- Departamento de Química Orgánica, Instituto de Ciencia de Materiales de Aragón, Universidad de Zaragoza–CSIC, 50009 Zaragoza, Spain
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Efficient access to N-protected derivatives of (R,R,R)- and (S,S,S)-octahydroindole-2-carboxylic acid by HPLC resolution. ACTA ACUST UNITED AC 2007. [DOI: 10.1016/j.tetasy.2007.09.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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