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Vorob'ev MM. Modeling of the Peptide Release during Proteolysis of β-Lactoglobulin by Trypsin with Consideration of Peptide Bond Demasking. Int J Mol Sci 2023; 24:11929. [PMID: 37569305 PMCID: PMC10419145 DOI: 10.3390/ijms241511929] [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: 06/25/2023] [Revised: 07/14/2023] [Accepted: 07/23/2023] [Indexed: 08/13/2023] Open
Abstract
Prospects for predicting the fragmentation of polypeptide chains during their enzymatic hydrolysis using proteolysis models are considered. The opening of the protein substrate during proteolysis and the exposure of its internal peptide bonds for a successful enzymatic attack, the so-called demasking process, were taken into account. The two-step proteolysis model was used, including the parameters of demasking and the rate constants of hydrolysis of enzyme-specific peptide bonds. Herein, we have presented an algorithm for calculating the concentrations of intermediate and final peptide fragments depending on the time of hydrolysis or the degree of hydrolysis. The intermediate peptide fragments with two or one internal specific peptide bond were considered. The fragmentation of β-lactoglobulin (β-LG) by trypsin was predicted, and the calculated concentration curves for peptide fragments were compared with the experimental dependences of the concentrations on the degree of hydrolysis. Numerical parameters were proposed that characterize the concentration curves for intermediate and final peptide fragments, and they were used to compare the calculated and experimental dependences. The predicted distribution of the peptide fragments corresponded to the experimental data on the peptide release during the proteolysis of β-LG by trypsin.
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Affiliation(s)
- Mikhail M Vorob'ev
- A.N. Nesmeyanov Institute of Organoelement Compounds, Russian Academy of Sciences, 28 ul. Vavilova, 119991 Moscow, Russia
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Mochizuki T, Shibata K, Naito T, Shimoyama K, Ogawa N, Maekawa M, Kawakami J. LC-MS/MS method for the quantitation of serum tocilizumab in rheumatoid arthritis patients using rapid tryptic digestion without IgG purification. J Pharm Anal 2022; 12:852-859. [PMID: 36605577 PMCID: PMC9805942 DOI: 10.1016/j.jpha.2022.08.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 08/15/2022] [Accepted: 08/29/2022] [Indexed: 01/09/2023] Open
Abstract
The quantitation of serum tocilizumab using liquid chromatography tandem-mass spectrometry (LC-MS/MS) method has not been widely applied in clinical settings because of its time-consuming and costly sample pretreatments. The present study aimed to develop a validated LC-MS/MS method for detecting serum tocilizumab by utilizing immobilized trypsin without an immunoglobulin G purification step and evaluate its applicability in the treatment of rheumatoid arthritis (RA) patients administered intravenously or subcutaneously with tocilizumab. The tocilizumab-derived signature peptide was deciphered using a nano-LC system coupled to a hybrid quadrupole-orbitrap mass spectrometer. The serum tocilizumab was rapidly digested by immobilized trypsin for 30 min. The chromatographic peak of the signature peptide and that of the internal standard were separated from the serum digests for a total run time of 15 min. The calibration curve of serum tocilizumab concentration was linear with a range of 2-200 μg/mL. The intra- and inter-day accuracy and relative standard deviation (RSD) were 90.7%-109.4% and <10%, respectively. The serum tocilizumab concentrations in the RA patients receiving intravenous and subcutaneous injections were 5.8-28.9 and 2.4-63.5 μg/mL, respectively. The serum tocilizumab concentrations using the current method positively correlated with those using the enzyme-linked immunosorbent assay, although a systematic error was observed between these methods. In conclusion, a validated LC-MS/MS method with minimal sample pretreatments for monitoring serum tocilizumab concentrations in RA patients was developed.
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Affiliation(s)
- Takashi Mochizuki
- Department of Hospital Pharmacy, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan
| | - Kaito Shibata
- Department of Hospital Pharmacy, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan,Department of Pharmacy, Shinshu University Hospital, Matsumoto, Nagano, 390-8621, Japan
| | - Takafumi Naito
- Department of Hospital Pharmacy, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan,Department of Pharmacy, Shinshu University Hospital, Matsumoto, Nagano, 390-8621, Japan,Corresponding author. Department of Pharmacy, Shinshu University Hospital, Matsumoto, Nagano, 390-8621, Japan.
| | - Kumiko Shimoyama
- Third Division, Department of Internal Medicine, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan
| | - Noriyoshi Ogawa
- Third Division, Department of Internal Medicine, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan
| | - Masato Maekawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan
| | - Junichi Kawakami
- Department of Hospital Pharmacy, Hamamatsu University School of Medicine, Hamamatsu, 431-3192, Japan
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Proteolysis of β-lactoglobulin by Trypsin: Simulation by Two-Step Model and Experimental Verification by Intrinsic Tryptophan Fluorescence. Symmetry (Basel) 2019. [DOI: 10.3390/sym11020153] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
To distinguish differences in enzymatic hydrolysis of various proteins, we propose an algorithm using a dataset of fluorescence spectra obtained at different moments of hydrolysis t. This algorithm was demonstrated in the example of β-lactoglobulin (β-LG) proteolysis by trypsin. The procedure involved processing the spectra to obtain the wavelength of the maximum fluorescence λmax, which was found to be proportional to the fraction of tryptophanes in hydrated proteolysis products (demasked tryptophanes). Then, the dependence λmax(t) was fitted by biexponential function with two exponential terms, one of which was responsible for the fast part of the fluorescence change during proteolysis. The contribution of this term was quite different for various protein substrates—it was positive for β-LG and negative for β-casein. The observed differences in proteolysis of different substrates were explained by different demasking processes. Combining the fluorescence data with the degrees of hydrolysis of peptide bonds allowed us to analyze the hydrolysis of β-LG in the framework of the two-step proteolysis model and estimate the ratio of rate constants of demasking and hydrolysis and the percentages of initially masked and resistant peptide bonds. This model predicted the existence of a bimodal demasking process with a fast part at the beginning of proteolysis and lag-type kinetics of release for some peptides. Compared with monitoring proteolysis in terms of the degree of hydrolysis only, the fluorescence data are helpful for the recognition of proteolysis patterns.
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Naldi M, Tramarin A, Bartolini M. Immobilized enzyme-based analytical tools in the -omics era: Recent advances. J Pharm Biomed Anal 2018; 160:222-237. [DOI: 10.1016/j.jpba.2018.07.051] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Revised: 07/26/2018] [Accepted: 07/30/2018] [Indexed: 02/01/2023]
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5
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LC-MS/MS method for denosumab quantitation in human serum with rapid protein digestion using immobilized trypsin. Bioanalysis 2018; 10:1501-1510. [PMID: 30198760 DOI: 10.4155/bio-2018-0161] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Proteomics-based LC-MS/MS methods using trypsin solution have some problems including ion suppression and long protein digestion times. Few practical methods to quantify denosumab in human serum have been published. METHODOLOGY Immunoglobulins in serum were extracted using immobilized protein G. Denatured, reduced and alkylated serum samples were digested with immobilized trypsin for 14 min. A denosumab-unique peptide was identified using a Fourier transform mass spectrometer as a signature peptide. The signature peptide was quantitated with a hybrid triple-quadrupole/linear ion-trap mass spectrometer. CONCLUSION A rapid and practical proteomics-based LC-MS/MS method using immobilized trypsin for denosumab quantitation in human serum was developed. The present method has an acceptable analytical performance and can be helpful for the determination of serum denosumab in clinical settings.
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TODOROKI K, YAMADA T, MIZUNO H, TOYO’OKA T. Current Mass Spectrometric Tools for the Bioanalyses of Therapeutic Monoclonal Antibodies and Antibody-Drug Conjugates. ANAL SCI 2018; 34:397-406. [DOI: 10.2116/analsci.17r003] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Kenichiro TODOROKI
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka
| | - Tomohiro YAMADA
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka
| | - Hajime MIZUNO
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka
| | - Toshimasa TOYO’OKA
- Laboratory of Analytical and Bio-Analytical Chemistry, School of Pharmaceutical Sciences, University of Shizuoka
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Šlechtová T, Gilar M, Kalíková K, Moore SM, Jorgenson JW, Tesařová E. Performance comparison of three trypsin columns used in liquid chromatography. J Chromatogr A 2017; 1490:126-132. [PMID: 28215403 DOI: 10.1016/j.chroma.2017.02.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 02/03/2017] [Accepted: 02/11/2017] [Indexed: 01/06/2023]
Abstract
Trypsin is the most widely used enzyme in proteomic research due to its high specificity. Although the in-solution digestion is predominantly used, it has several drawbacks, such as long digestion times, autolysis, and intolerance to high temperatures or organic solvents. To overcome these shortcomings trypsin was covalently immobilized on solid support and tested for its proteolytic activity. Trypsin was immobilized on bridge-ethyl hybrid silica sorbent with 300Å pores, packed in 2.1×30mm column and compared with Perfinity and Poroszyme trypsin columns. Catalytic efficiency of enzymatic reactors was tested using Nα-Benzoyl-l-arginine 4-nitroanilide hydrochloride as a substrate. The impact of buffer pH, mobile phase flow rate, and temperature on enzymatic activity was investigated. Digestion speed generally increased with the temperature from 20 to 37°C. Digestion speed also increased with pH from 7.0 to 9.0; the activity of prototype enzyme reactor was highest at pH 9.0, when it activity exceeded both commercial reactors. Preliminary data for fast protein digestion are presented.
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Affiliation(s)
- Tereza Šlechtová
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University, Hlavova 8, 128 43, Prague, Czechia
| | - Martin Gilar
- Waters Corporation, 34 Maple Street, Milford, MA 01757, USA.
| | - Květa Kalíková
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University, Hlavova 8, 128 43, Prague, Czechia
| | - Stephanie M Moore
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3290, USA
| | - James W Jorgenson
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3290, USA
| | - Eva Tesařová
- Department of Physical and Macromolecular Chemistry, Faculty of Science, Charles University, Hlavova 8, 128 43, Prague, Czechia
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Meller K, Pomastowski P, Szumski M, Buszewski B. Preparation of an improved hydrophilic monolith to make trypsin-immobilized microreactors. J Chromatogr B Analyt Technol Biomed Life Sci 2017; 1043:128-137. [DOI: 10.1016/j.jchromb.2016.08.032] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Revised: 08/17/2016] [Accepted: 08/20/2016] [Indexed: 11/24/2022]
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9
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Shah V, Lassman ME, Chen Y, Zhou H, Laterza OF. Achieving efficient digestion faster with Flash Digest: potential alternative to multi-step detergent assisted in-solution digestion in quantitative proteomics experiments. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:193-199. [PMID: 27794205 DOI: 10.1002/rcm.7778] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 10/10/2016] [Accepted: 10/27/2016] [Indexed: 05/21/2023]
Abstract
RATIONALE In quantitative analysis of protein biomarkers and therapeutic proteins by liquid chromatography/mass spectrometry (LC/MS), it is a preferred and well-established approach to digest with proteolytic enzymes to produce smaller peptide fragments which are more suitable for LC/MS analysis than the intact protein. In-solution digestion is one widely used method for protein digestion. Proteolytically resistant proteins often require digestion times that extend beyond normal working hours and prohibit same day analysis. We evaluated the performance of an immobilized enzyme reactor (IMER) to determine if this technology could reduce method development time, digestion time and increase throughput. METHODS We digested human plasma samples using a commercially available IMER, Flash Digest, and compared it to an in-solution digestion method for analysis of three different apolipoprotein biomarkers APOE, APOC2, and APOC3. The plasma digests were analyzed via LC/MS using electrospray ionization (ESI) and multiple reaction monitoring (MRM). Value assigned calibrators were selected over a relevant physiological concentration range for each protein of interest. Quality control samples (QCs) and 'unknown' human plasma samples were analyzed with both methods. RESULTS Flash Digest significantly reduced digestion time for APOC3, the most proteolytically resistant of the three proteins, to 30 min compared with overnight used with in-solution digestion. The Flash Digest achieved comparable digestion efficiency with minimal method development and reduced sample preparation time. Both methods showed linearity over a physiologically relevant concentration range. Precision was evaluated and a percentage coefficient of variance (% CV) less than 8% was obtained during intra-day reproducibility evaluation for all three apolipoproteins with Flash Digest. Concentrations observed for QCs and unknown samples using Flash Digest were comparable to the in-solution method. CONCLUSIONS An IMER such as Flash Digest may be a potential alternative to in-solution digestion to accelerate digestion of proteolytically resistant proteins in a quantitative proteomics experiments, reduce method development time and increase throughput. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Vinit Shah
- Cardiometabolic Disease, Merck Research Laboratories, Kenilworth, NJ, USA
| | - Michael E Lassman
- Translational Molecular Biomarkers, Merck Research Laboratories, Kenilworth, NJ, USA
| | - Ying Chen
- Cardiometabolic Disease, Merck Research Laboratories, Kenilworth, NJ, USA
| | - Haihong Zhou
- Cardiometabolic Disease, Merck Research Laboratories, Kenilworth, NJ, USA
| | - Omar F Laterza
- Translational Molecular Biomarkers, Merck Research Laboratories, Kenilworth, NJ, USA
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Demasking kinetics of peptide bond cleavage for whey protein isolate hydrolysed by Bacillus licheniformis protease. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.molcatb.2017.03.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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11
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Determination of kinetic parameters for casein hydrolysis by chymotrypsin using two ranges of substrate concentration. Int Dairy J 2016. [DOI: 10.1016/j.idairyj.2016.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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12
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Egeland SV, Reubsaet L, Halvorsen TG. The pros and cons of increased trypsin-to-protein ratio in targeted protein analysis. J Pharm Biomed Anal 2016; 123:155-61. [DOI: 10.1016/j.jpba.2016.02.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 01/29/2016] [Accepted: 02/09/2016] [Indexed: 02/06/2023]
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Preparation and evaluation of dual-enzyme microreactor with co-immobilized trypsin and chymotrypsin. J Chromatogr A 2016; 1440:45-54. [DOI: 10.1016/j.chroma.2016.02.070] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 01/22/2016] [Accepted: 02/23/2016] [Indexed: 11/22/2022]
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Abstract
Sample preparation has lagged far behind the evolution of instrumentation used in mass-linked protein analysis. Trypsin digestion, for example, still takes a day, as it did 50 years ago, while mass spectral analyses are achieved in seconds. Higher order structure of proteins is frequently modified by varying digestion conditions: shifting the initial points of trypsin cleavage, changing digestion pathways, accelerating peptide bond demasking and altering the distribution of miscleaved products at the completion of proteolysis. Reduction and alkylation are even circumvented in many cases. This review focuses on immobilized enzyme reactor technology as a means to achieve accelerated trypsin digestion by exploiting these phenomena.
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15
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An ultra-fast and highly efficient multiple proteases digestion strategy using graphene-oxide-based immobilized protease reagents. Sci China Chem 2014. [DOI: 10.1007/s11426-014-5082-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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16
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Hustoft HK, Brandtzaeg OK, Rogeberg M, Misaghian D, Torsetnes SB, Greibrokk T, Reubsaet L, Wilson SR, Lundanes E. Integrated enzyme reactor and high resolving chromatography in "sub-chip" dimensions for sensitive protein mass spectrometry. Sci Rep 2013; 3:3511. [PMID: 24336509 PMCID: PMC3863811 DOI: 10.1038/srep03511] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Accepted: 11/28/2013] [Indexed: 12/29/2022] Open
Abstract
Reliable, sensitive and automatable analytical methodology is of great value in e.g. cancer diagnostics. In this context, an on-line system for enzymatic cleavage of proteins, subsequent peptide separation by liquid chromatography (LC) with mass spectrometric detection has been developed using "sub-chip" columns (10-20 μm inner diameter, ID). The system could detect attomole amounts of isolated cancer biomarker progastrin-releasing peptide (ProGRP), in a more automatable fashion compared to previous methods. The workflow combines protein digestion using an 20 μm ID immobilized trypsin reactor with a polymeric layer of 2-hydroxyethyl methacrylate-vinyl azlactone (HEMA-VDM), desalting on a polystyrene-divinylbenzene (PS-DVB) monolithic trap column, and subsequent separation of resulting peptides on a 10 μm ID (PS-DVB) porous layer open tubular (PLOT) column. The high resolution of the PLOT columns was maintained in the on-line system, resulting in narrow chromatographic peaks of 3-5 seconds. The trypsin reactors provided repeatable performance and were compatible with long-term storage.
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Affiliation(s)
- Hanne Kolsrud Hustoft
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
| | | | - Magnus Rogeberg
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
- Department of Neurology, Akershus University Hospital, 1478 Lørenskog, Norway
| | - Dorna Misaghian
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
| | - Silje Bøen Torsetnes
- School of Pharmacy, University of Oslo, Post Box 1068 Blindern, NO-0316 Oslo, Norway
| | - Tyge Greibrokk
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
| | - Léon Reubsaet
- School of Pharmacy, University of Oslo, Post Box 1068 Blindern, NO-0316 Oslo, Norway
| | - Steven Ray Wilson
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
| | - Elsa Lundanes
- Department of Chemistry, University of Oslo, Post Box 1033 Blindern, NO-0315 Oslo, Norway
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