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1.
Nat Commun ; 15(1): 5709, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38977696

ABSTRACT

Stability has been a long-standing concern for solution-processed perovskite photovoltaics and their practical applications. However, stable perovskite materials for photovoltaic remain insufficient to date. Here we demonstrate a series of ultrastable Dion-Jacobson (DJ) perovskites (1,4-cyclohexanedimethanammonium)(methylammonium)n-1PbnI3n+1 (n ≥ 1) for photovoltaic applications. The scalable technology by blade-coated solar cells for the designed DJ perovskites (nominal n = 5) achieves a maximum stabilized power conversion efficiency (PCE) of 19.11% under an environmental atmosphere. Un-encapsulated cells by blade-coated technology retain 92% of their initial efficiencies for over 4000 hours under ~90% relative humidity (RH) aging conditions. More importantly, these cells also exhibit remarkable thermal (85 °C) and operational stability, which shows negligible efficiency loss after exceeding 5000-hour heat treatment or after operation at maximum power point (MPP) exceeding 6000 hours at 45 °C under a 100 mW cm-2 continuous light illumination.

2.
Angew Chem Int Ed Engl ; 63(13): e202316133, 2024 Mar 22.
Article in English | MEDLINE | ID: mdl-38279624

ABSTRACT

Biocatalytic oxidations are an emerging technology for selective C-H bond activation. While promising for a range of selective oxidations, practical use of enzymes catalyzing aerobic hydroxylation is presently limited by their substrate scope and stability under industrially relevant conditions. Here, we report the engineering and practical application of a non-heme iron and α-ketoglutarate-dependent dioxygenase for the direct stereo- and regio-selective hydroxylation of a non-native fluoroindanone en route to the oncology treatment belzutifan, replacing a five-step chemical synthesis with a direct enantioselective hydroxylation. Mechanistic studies indicated that formation of the desired product was limited by enzyme stability and product overoxidation, with these properties subsequently improved by directed evolution, yielding a biocatalyst capable of >15,000 total turnovers. Highlighting the industrial utility of this biocatalyst, the high-yielding, green, and efficient oxidation was demonstrated at kilogram scale for the synthesis of belzutifan.


Subject(s)
Indenes , Mixed Function Oxygenases , Oxidation-Reduction , Hydroxylation , Biocatalysis
3.
J Pharm Sci ; 112(3): 779-789, 2023 03.
Article in English | MEDLINE | ID: mdl-36252652

ABSTRACT

Polysorbate-80 (PS-80) is a common surfactant used in biologics formulations. However, the tendency of oxidation to PS-80 when exposed to stainless steel surfaces brings various challenges during manufacturing processes, such as inconsistent shelf-life of PS-80 solutions, which can further impact the biologics and vaccines production. In this work, the root causes of PS-80 oxidation when in contact with stainless steel conditions were thoroughly investigated through the use of various complementary analytical techniques including U/HPLC-CAD, LC-MS, ICP-MS, peroxide assay, and EPR spectroscopy. The analytical tool kit used in this work successfully revealed a PS-80 degradation mechanism from the perspective of PS-80 content, PS-80 profile, iron content, peroxide production, and radical species. The combined datasets reveal that PS-80 oxidative degradation occurs in the presence of histidine and iron in addition to being combined with the hydroperoxides in PS-80 material. The oxidative pathway and potential degradants were identified by LC-MS. The PS-80 profile based on the U/HPLC-CAD assay provided an effective way to identify early-signs of PS-80 degradation. The results from a peroxide assay observed increased hydroperoxide along with PS-80 degradation. EPR spectra confirmed the presence of histidine-related radicals during PS-80 oxidation identifying how histidine is involved in the oxidation. All assays and findings introduced in this work will provide insight into how PS-80 oxidative degradation can be avoided, controlled, or detected. It will also provide valuable evaluations on techniques that can be used to identify PS-80 degradation related events that occur during the manufacturing process.


Subject(s)
Polysorbates , Stainless Steel , Polysorbates/chemistry , Stainless Steel/chemistry , Histidine/chemistry , Oxidation-Reduction , Iron , Peroxides , Hydrogen Peroxide , Oxidative Stress
4.
J Biotechnol ; 351: 13-22, 2022 Jun 10.
Article in English | MEDLINE | ID: mdl-35483475

ABSTRACT

During a recent manufacturing campaign for a monoclonal antibody using a fed-batch process, poor cell culture performance was observed across two manufacturing sites with similar scales and equipment. Root cause analysis indicated that the poor cell culture performance was linked to the production basal media. Genealogy of the precursor raw materials used in the media revealed that a particular lot of Poloxamer 188 (P188) was the common link to the poor-performing media lots. P188 serves a critical role in protecting cells against shear in cell culture bioprocesses. However, the small-scale studies suggested that the poor cell culture performance was cytostatic in nature rather than being caused due to lack of shear protection. Several P188 lots were tested analytically using SEC-MS and RP-LC-MS methods and a unique low molecular weight species was identified in the suspect lot of poloxamer. The impurity was identified to be polypropylene oxide (PPO), a reaction intermediate in P188 synthesis. Spiking studies with PPO further confirmed its cytostatic nature. This case study highlights yet another scenario where lot-to-lot variability continues to impact bioprocesses and re-emphasizes the need for robust analytical and cell-culture raw material screening methods.


Subject(s)
Cytostatic Agents , Poloxamer , Antibodies, Monoclonal , Cell Culture Techniques , Culture Media , Molecular Weight
5.
J Pharm Sci ; 111(2): 314-322, 2022 02.
Article in English | MEDLINE | ID: mdl-34487745

ABSTRACT

The commercially available Polysorbate 80 (PS-80) is a highly heterogeneous product. It is a complex and structurally diverse mixture consisting of polymeric species containing polyoxyethylenes (POEs), fatty acid esters, with/or without a carbohydrate core. The core is primarily sorbitan, with some isosorbide and sorbitol. Depending on the sources of fatty acids and the degrees of esterification, multiple combinations of fatty acid esters are commonly observed. A number of POE intermediates, such as polyoxyethylene glycols, POE-sorbitans, POE-isosorbides, and an array of fatty acid esters from these intermediates remain in the raw material as well. The complex composition of PS-80 is difficult to control and poses a significant characterization challenge for its use in the pharmaceutical industry. Here, we present a novel solution for PS-80 characterization using ultra high-performance liquid chromatography coupled with charge-reduction high resolution mass spectrometry. Post column co-infusion of triethylamine focused the signal into mainly singly charged molecular ions and reduced the extent of in-source fragmentation, resulting in a simpler ion map and enhanced measurement of PS-80 species. The data processing workflow is designed to programmatically identify PS-80 component classes and reduce the burden of manually analyzing complex MS data. The 2-dimensional graphical representation of the data helps visualize these features. Together, these innovative methodologies enabled us to analyze components in PS-80 with unprecedented detail and shall be a useful tool to study formulation and stability of pharmaceutical preparations. The power of this approach was demonstrated by comparing the composition of PS-80 obtained from different vendors.


Subject(s)
Polyethylene Glycols , Polysorbates , Chromatography, High Pressure Liquid/methods , Mass Spectrometry , Polyethylene Glycols/analysis , Polysorbates/chemistry , Software
6.
Anal Chem ; 93(23): 8161-8169, 2021 06 15.
Article in English | MEDLINE | ID: mdl-34032423

ABSTRACT

Polysorbate is widely used to maintain stability of biotherapeutic proteins in pharmaceutical formulation development. Degradation of polysorbate can lead to particle formation in drug products, which is a major quality concern and potential patient risk factor. Enzymatic activity from residual host cell enzymes such as lipases and esterases plays a major role for polysorbate degradation. Their high activity, often at very low concentration, constitutes a major analytical challenge in the biopharmaceutical industry. In this study, we evaluated and optimized the activity-based protein profiling (ABPP) approach to identify active enzymes responsible for polysorbate degradation. Using an optimized chemical probe, we established the first global profile of active serine hydrolases in harvested cell culture fluid (HCCF) for monoclonal antibodies (mAbs) production from two Chinese hamster ovary (CHO) cell lines. A total of eight known lipases were identified by ABPP with enzyme activity information, while only five lipases were identified by a traditional abundance-based proteomics (TABP) approach. Interestingly, phospholipase B-like 2 (PLBL2), a well-known problematic HCP was not found to be active in process-intermediates from two different mAbs. In a proof-of-concept study with downstream samples, phospholipase A2 group VII (PLA2G7) was only identified by ABPP and confirmed to contribute to polysorbate-80 degradation for the first time. The established ABBP approach is approved to be able to identify low-abundance host cell enzymes and fills the gap between lipase abundance and activity, which enables more meaningful polysorbate degradation investigations for biotherapeutic development.


Subject(s)
Biological Products , Polysorbates , Animals , Antibodies, Monoclonal , CHO Cells , Cricetinae , Cricetulus , Humans
7.
ACS Pharmacol Transl Sci ; 3(6): 1310-1317, 2020 Dec 11.
Article in English | MEDLINE | ID: mdl-33344904

ABSTRACT

The robustness of good laboratory practice and clinical data is reliant upon a clear understanding of the bioanalytical assays. One of the most important components of ligand-binding based assays is critical reagents used to directly or indirectly measure biologic markers or signals. High quality, reproducible, sustainable critical reagents through the development lifecycle could avoid unnecessary rework, multiple validations, cross-validations, and ensure consistency of the data. Numerous analytical methods (UPLC-size exclusion chromatography, cation exchange chromatography, biacore/octet, and high-resolution mass spectrometry) have been evaluated by using current critical reagents. A comprehensive analytical toolbox of biochemical and biophysical methods has been employed to evaluate the quality of critical reagents and explore potential issues if there are any. Moving forward, this "tiered approach" of critical reagents characterization will be used not only to establish critical quality attributes for new reagents but also to evaluate stability in support of reagents recertification.

8.
J Pharm Biomed Anal ; 177: 112846, 2020 Jan 05.
Article in English | MEDLINE | ID: mdl-31522097

ABSTRACT

The ß-lactam core is a key structure responsible for inducing both IgE-mediated acute-onset hypersensitivity and T-cell-mediated delayed-onset hypersensitivity with penicillins in humans. There is essentially no clinically significant immunologic cross-reactivity noted between the ß-lactam cores of penicillins and cephalosporins based on challenge studies in humans. The side-chains appear to be more important in inducing IgE-mediated acute-onset hypersensitivity and T-cell delayed-onset hypersensitivity with cephalosporins in humans. Despite these clinical findings, the U. S. Food and Drug Administration (FDA) still requires the level of ß-lactam-related antibiotic residues to be controlled at very low levels in manufacturing facilities. Ceftolozane is Merck & Co., Inc., Kenilworth, NJ, USA's (MSD's) 5th generation broad spectrum cephalosporin antibiotic against gram-negative bacteria. In searching for the optimal decontamination method of ceftolozane, most methods were found to be very slow in opening the ß-lactam ring in ceftolozane. Moreover, most of the previously reported decontamination methods applied analytical methods that only monitored the disappearance of the parent molecule as the endpoint of degradation. In this way, many of the ß-lactam-containing degradation products could be overlooked. In order to develop an efficient decontamination solution for ceftolozane, a sensitive ultra high performance liquid chromatography-high resolution-electrospray ionization-tandem mass spectrometry (UHPLC-HRMS/MS) method was first developed to ensure the detection of the ß-lactam ring in all degradation products. Through online UHPLC-UV-HRMS monitoring, 2.5 N KOH in 50% aqueous MeOH or 50% aqueous EtOH was identified as the best condition to fully degrade the ß-lactam ring in ceftolozane. This decontamination could be done within 15 min, even at 100 mg/mL concentration, and thus enable a quick turnaround time for equipment cleaning in the ß-lactam manufacturing facility. This method was also successfully applied to 12 other commercially available ß-lactam antibiotics.


Subject(s)
Anti-Bacterial Agents/analysis , Cephalosporins/analysis , Decontamination/methods , Drug Compounding/instrumentation , Equipment Contamination/prevention & control , Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/toxicity , Cephalosporins/chemistry , Cephalosporins/toxicity , Chromatography, High Pressure Liquid/methods , Drug Compounding/methods , Drug Compounding/standards , Ethanol/chemistry , Hydroxides/chemistry , Methanol/chemistry , Potassium Compounds/chemistry , Solvents/chemistry , Spectrometry, Mass, Electrospray Ionization/methods , Tandem Mass Spectrometry/methods
9.
J Org Chem ; 84(16): 10024-10031, 2019 08 16.
Article in English | MEDLINE | ID: mdl-31283876

ABSTRACT

Retro-Brook rearrangements refer to the intramolecular migration of a silyl group from oxygen to carbon. In this study, we report a novel propargylic retro-Brook rearrangement observed in terminal alkynes bearing a silyl ether moiety. Retro-Brook rearrangements involving [1,2]-, [1,4]-, and [1,5]-migrations are described, affording propargylsilanes in reasonable yield. The reaction mechanism was investigated experimentally by deuterium quenching and rationalized by density functional theory calculations. The terminal alkyne and the subsequent propargyl/allenyl dianion were shown to be crucial for the reaction favoring the retro-Brook rearrangement product over the Brook rearrangement. The second deprotonation at the propargylic position was determined to be the rate-limiting step. In addition, a gas-phase Brook-type rearrangement of the propargylsilanes was observed under GC-MS conditions. This observation was also further confirmed by DFT calculations.

10.
J Pharm Biomed Anal ; 174: 235-241, 2019 Sep 10.
Article in English | MEDLINE | ID: mdl-31181485

ABSTRACT

2-(dichloromethyl)-5[4-(methylsulfonyl)-phenyl]-4-(fluoromethyl)-oxazoline (DFC-M, 1) is a key oxazoline-containing intermediate in commercial process for the synthesis of Florfenicol (3), a marketed broad spectrum veterinary antibiotic. DFC-M was not stable in solution due to the presence of oxazoline moiety, which provided further hindrance for analytical sample preparation and HPLC analysis. Hence, the mechanistic study on the in-solution degradation of DFC-M was carried out via online and offline UPLC-HR-ESI-MS as well as in-situ NMR, and the degradation pathways were proposed. This mechanistic information, together with the follow-up solution stability study, provided crucial information regarding the solution handling and mobile phase selection for DFC-M analysis during commercial processing.


Subject(s)
Oxazoles/analysis , Thiamphenicol/analogs & derivatives , Chromatography, High Pressure Liquid , Chromatography, Liquid , Drug Residues/analysis , Drug Stability , Hydrolysis , Indicators and Reagents , Kinetics , Magnetic Resonance Spectroscopy , Solvents , Spectrometry, Mass, Electrospray Ionization , Tandem Mass Spectrometry , Thiamphenicol/analysis , Thiamphenicol/metabolism
11.
J Am Soc Mass Spectrom ; 29(5): 853-858, 2018 05.
Article in English | MEDLINE | ID: mdl-29380268

ABSTRACT

Discovery of novel insulin analogs as therapeutics has remained an active area of research. Compared with native human insulin, insulin analog molecules normally incorporate either covalent modifications or amino acid sequence variations. From the drug discovery and development perspective, methods for efficient and detailed characterization of these primary structural changes are very important. In this report, we demonstrate that proteinase K digestion coupled with UPLC-ESI-MS analysis provides a simple and rapid approach to characterize the modifications and sequence variations of insulin molecules. A commercially available proteinase K digestion kit was used to process recombinant human insulin (RHI), insulin glargine, and fluorescein isothiocynate-labeled recombinant human insulin (FITC-RHI) samples. The LC-MS data clearly showed that RHI and insulin glargine samples can be differentiated, and the FITC modifications in all three amine sites of the RHI molecule are well characterized. The end-to-end experiment and data interpretation was achieved within 60 min. This approach is fast and simple, and can be easily implemented in early drug discovery laboratories to facilitate research on more advanced insulin therapeutics. Graphical Abstract ᅟ.


Subject(s)
Chromatography, High Pressure Liquid/methods , Endopeptidase K/chemistry , Hypoglycemic Agents/chemistry , Insulin/analogs & derivatives , Spectrometry, Mass, Electrospray Ionization/methods , Amino Acid Sequence , Chromatography, High Pressure Liquid/economics , Drug Discovery , Humans , Insulin/chemistry , Proteolysis , Recombinant Proteins/chemistry , Spectrometry, Mass, Electrospray Ionization/economics , Time Factors
12.
Rapid Commun Mass Spectrom ; 31(8): 719-727, 2017 Apr 30.
Article in English | MEDLINE | ID: mdl-28171682

ABSTRACT

RATIONALE: During the development of a novel synthetic route to doravirine (1), a human immunodeficiency type 1 virus (HIV-1) nonnucleoside reverse transcriptase inhibitor (NNRTI), an unanticipated reaction intermediate, methyl (Z)-2-(3-chloro-5-cyanophenoxy)-5-(3-(3-chloro-5-cyanophenoxy)-2-oxo-4-(trifluoromethyl)pyridin-1(2H)-yl)-5-ethoxy-3-(trifluoromethyl)pent-2-enoate (2), was isolated. Moreover, an unusual electrospray ionization (ESI)-induced fragmentation was observed for 2. Hence, efforts were made towards the understanding of the structure of 2, which was crucial for the understanding of the reaction mechanism. METHODS: The isolated impurity was fully characterized by liquid chromatography coupled with high-resolution tandem mass spectrometry (LC/HRMS/MS), hydrogen/deuterium (H/D) exchange, and an ensemble of two-dimensional nuclear magnetic resonance (2D-NMR) techniques. Density functional theory (DFT) calculations were also conducted. RESULTS: An unusual ESI-induced fragmentation was observed for intermediate 2, giving an ion for half of the molecule in the positive ion mode, with the other half of the molecule affording an ion in the negative ion mode. CONCLUSIONS: To the best of our knowledge, this unique ESI-induced fragmentation has not been previously reported in the literature. The underlying mechanism was explored and is supported by DFT calculations, which could greatly help the structural characterization of unknown impurities with similar structural features using ESI-MS in the future. Copyright © 2017 John Wiley & Sons, Ltd.

13.
J Am Soc Mass Spectrom ; 28(3): 452-460, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28101849

ABSTRACT

An unusual in-source fragmentation pattern observed for 14 doubly quaternized cinchona alkaloid-based phase-transfer catalysts (PTC) was studied using (+)-ESI high resolution mass spectrometry. Loss of the substituted benzyl cation (R1 or R2) was found to be the major product ion [M2+ - R1+ or R2+]+ in MS spectra of all PTC compounds. A Hofmann elimination product ion [M - H]+ was also observed. Only a small amount of the doubly charged M2+ ions were observed in the MS spectra, likely due to strong Columbic repulsion between the two quaternary ammonium cations in the gas phase. The positive voltage in the MS inlet but not the ESI probe was found to induce this extensive fragmentation for all PTC diboromo-salts. Compound 1 was used as an example to illustrate the proposed in-source fragmentation mechanism. The mechanism of formation of the Hofmann elimination product ion [M - H]+ was further investigated using HRMS/MS, H/D exchange, and DFT calculations. The proposed formation of 2b as the major Hofmann elimination product ion was supported both by HRMS/MS and DFT calculations. Formation of product ion 2b through a concerted unimolecular Ei elimination pathway is proposed rather than a bimolecular E2 elimination pathway for common solution Hofmann eliminations. Graphical Abstract ᅟ.

14.
Ying Yong Sheng Tai Xue Bao ; 22(4): 950-6, 2011 Apr.
Article in Chinese | MEDLINE | ID: mdl-21774317

ABSTRACT

By adopting GPS technique, 2088 sampling sites were installed in the tobacco-planting area of Qujing City, Yunnan Province, with 0-20 cm soil samples collected to determine their main nutrients contents. The overall characteristics and spatial variability of the tobacco soil nutrients were analyzed by classic statistics and geo-statistics, and the soil fertility suitability in planting tobacco was evaluated by the methods of fuzzy mathematics. In the study area, soil pH and soil organic matter, available S, and water-soluble Cl contents were appropriate, soil total N and alkalihydrolyzable N contents were too high, soil available K, Ca, Mg, Cu, Fe, Zn, Mo, and Mn contents were abundant, soil available P content was at medium level, while soil total P and K and available B contents were insufficient. All the nutrient indices presented anisotropic distribution, among which, the spatial variability of soil available P and B was mainly caused by random factors, and that of other nutrients was caused by the co-effects of structural and random factors. The spatial distribution map of soil fertility suitability index (SFI) showed that there was no the excellent grade region for tobacco-planting, good grade region accounted for 8.0%, general grade region accounted for 51.6%, moderate grade region accounted for 39.0%, and low grade region accounted for 1.4%.


Subject(s)
Ecosystem , Environmental Monitoring , Nicotiana/growth & development , Nitrogen/analysis , Soil/analysis , China , Geographic Information Systems , Magnesium/analysis , Potassium/analysis
15.
Biochemistry ; 48(12): 2661-74, 2009 Mar 31.
Article in English | MEDLINE | ID: mdl-19161339

ABSTRACT

MEK1 is a member of the MAPK signal transduction pathway that responds to growth factors and cytokines. We have determined that the kinase domain spans residues 35-382 by proteolytic cleavage. The complete kinase domain has been crystallized and its X-ray crystal structure as a complex with magnesium and ATP-gammaS determined at 2.1 A. Unlike crystals of a truncated kinase domain previously published, the crystals of the intact domain can be grown either as a binary complex with a nucleotide or as a ternary complex with a nucleotide and one of a multitude of allosteric inhibitors. Further, the crystals allow for the determination of costructures with ATP competitive inhibitors. We describe the structures of nonphosphorylated MEK1 (npMEK1) binary complexes with ADP and K252a, an ATP-competitive inhibitor (see Table 1), at 1.9 and 2.7 A resolution, respectively. Ternary complexes have also been solved between npMEK1, a nucleotide, and an allosteric non-ATP competitive inhibitor: ATP-gammaS with compound 1 and ADP with either U0126 or the MEK1 clinical candidate PD325089 at 1.8, 2.0, and 2.5 A, respectively. Compound 1 is structurally similar to PD325901. These structures illustrate fundamental differences among various mechanisms of inhibition at the molecular level. Residues 44-51 have previously been shown to play a negative regulatory role in MEK1 activity. The crystal structure of the integral kinase domain provides a structural rationale for the role of these residues. They form helix A and repress enzymatic activity by stabilizing an inactive conformation in which helix C is displaced from its active state position. Finally, the structure provides for the first time a molecular rationale that explains how mutations in MEK may lead to the cardio-facio-cutaneous syndrome.


Subject(s)
Enzyme Inhibitors/chemistry , MAP Kinase Kinase 1/chemistry , Nucleotides/chemistry , Adenosine Diphosphate/chemistry , Adenosine Diphosphate/metabolism , Allosteric Regulation , Binding Sites , Carbazoles/chemistry , Carbazoles/metabolism , Crystallography, X-Ray , Enzyme Inhibitors/metabolism , Indole Alkaloids/chemistry , Indole Alkaloids/metabolism , MAP Kinase Kinase 1/metabolism , Models, Molecular , Nucleotides/metabolism , Protein Conformation , Structure-Activity Relationship , Substrate Specificity
16.
J Med Chem ; 50(10): 2310-8, 2007 May 17.
Article in English | MEDLINE | ID: mdl-17444623

ABSTRACT

The structures of both the native holo-HCV NS3/4A protease domain and the protease domain with a serine 139 to alanine (S139A) mutation were solved to high resolution. Subsequently, structures were determined for a series of ketoamide inhibitors in complex with the protease. The changes in the inhibitor potency were correlated with changes in the buried surface area upon binding the inhibitor to the active site. The largest contribution to the binding energy arises from the hydrophobic interactions of the P1 and P2 groups as they bind to the S1 and S2 pockets [the numbering of the subsites is as defined in Berger, A.; Schechter, I. Philos. Trans. R. Soc. London, Ser. B 1970, 257, 249-264]. This correlation of the changes in potency with increased buried surface area contributed directly to the design of a potent tripeptide inhibitor of the HCV NS3/4A protease that is currently in clinical trials.


Subject(s)
Antiviral Agents/chemical synthesis , Carrier Proteins/antagonists & inhibitors , Carrier Proteins/chemistry , Hepacivirus/enzymology , Proline/analogs & derivatives , Serine Proteinase Inhibitors/chemistry , Viral Nonstructural Proteins/antagonists & inhibitors , Viral Nonstructural Proteins/chemistry , Viral Proteins/antagonists & inhibitors , Viral Proteins/chemistry , Antiviral Agents/chemistry , Binding Sites , Crystallography, X-Ray , Intracellular Signaling Peptides and Proteins , Models, Molecular , Proline/chemical synthesis , Proline/chemistry , Protein Conformation , Stereoisomerism , Structure-Activity Relationship
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