Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI TOF MS) is a well-established method with a unique set of qualities including sensitivity, minute sample consumption, and label-free detection, all of which are highly desired in enzyme assays. On the other hand, the application of MALDI TOF MS is usually limited by high concentrations of MS-incompatible compounds in the reaction mixture such as salts or organic solvents. Here, we introduce kinetic and inhibition studies of β-secretase (BACE1), a key enzyme of the progression of Alzheimer’s disease. Compatibility of the enzyme assay with MALDI TOF MS was achieved, providing both a complex protocol including a desalting step designed for rigorous kinetic studies and a simple mix-and-measure protocol designed for high-throughput inhibitor screening. In comparison with fluorescent or colorimetric assays, MALDI TOF MS represents a sensitive, fast, and label-free technique with minimal sample preparation. In contrast to other MS-based methodological approaches typically used in drug discovery processes, such as a direct injection MS or MS-coupled liquid chromatography or capillary electrophoresis, MALDI TOF MS enables direct analysis and is a highly suitable approach for high-throughput screening. The method’s applicability is strongly supported by the high correlation of the acquired kinetic and inhibition parameters with data from the literature as well as from our previous research.
Similar content being viewed by others
Abbreviations
- ACN:
-
Acetonitrile
- AcOH:
-
Acetic acid
- AcONa:
-
Sodium acetate
- AcONH4 :
-
Ammonium acetate
- AD:
-
Alzheimer’s disease
- APP:
-
Amyloid precursor protein
- Aβ:
-
Amyloid β peptide
- BACE1:
-
β-secretase
- CE-ESI MS:
-
Capillary electrophoresis coupled to mass spectrometry with electrospray ionization
- CHCA:
-
α-cyano-4-hydroxycinnamic acid
- DMSO:
-
Dimethyl sulfoxide
- ESI:
-
Electrospray ionization
- FRET:
-
Fluorescence resonance energy transfer
- IB:
-
Incubation buffer
- IC 50 :
-
Half-maximal inhibitory concentration
- K M :
-
Michaelis constant
- MALDI MS:
-
Matrix-assisted laser desorption/ionization mass spectrometry
- MALDI TOF MS:
-
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry
- MS:
-
Mass spectrometry
- QTOF:
-
Quadrupole time-of-flight
- S/N :
-
Signal-to-noise ratio
- TFA:
-
Trifluoracetic acid
References
Dementia. World Health Organization. http://www.who.int/mediacentre/factsheets/fs362/en/. 2017. Accessed 2 March 2018.
Glenner G, Wong C. Alzheimer’s disease: initial report of the purification and characterization of a novel cerebrovascular amyloid protein. Biochem Biophys Res Commun. 1984;120(3):885–90. https://doi.org/10.1016/S0006-291X(84)80190-4.
Lacor PN, Buniel MC, Furlow PW, Sanz Clemente A, Velasco PT, Wood M, et al. Aβ oligomer-induced aberrations in synapse composition, shape, and density provide a molecular basis for loss of connectivity in Alzheimer’s disease. J Neurosci. 2007;27(4):796–807. https://doi.org/10.1523/jneurosci.3501-06.2007.
Luo Y, Bolon B, Kahn S, Bennett BD, Babu-Khan S, Denis P, et al. Mice deficient in BACE1, the Alzheimer’s β-secretase, have normal phenotype and abolished β-amyloid generation. Nat Neurosci. 2001;4:231.
Cole SL, Vassar R. The Alzheimer’s disease β-secretase enzyme, BACE1. Mol Neurodegener. 2007;2(1):22.
Mancini F, De Simone A, Andrisano V. Beta-secretase as a target for Alzheimer’s disease drug discovery: an overview of in vitro methods for characterization of inhibitors. Anal Bioanal Chem. 2011;400(7):1979–96.
Grüninger-Leitch F, Schlatter D, Küng E, Nelböck P, Döbeli H. Substrate and inhibitor profile of BACE (β-secretase) and comparison with other mammalian aspartic proteases. J Biol Chem. 2002;277(7):4687–93.
Mancini F, Naldi M, Cavrini V, Andrisano V. Multiwell fluorometric and colorimetric microassays for the evaluation of beta-secretase (BACE-1) inhibitors. Anal Bioanal Chem. 2007;388(5–6):1175–83.
Mancini F, Andrisano V. Development of a liquid chromatographic system with fluorescent detection for β-secretase immobilized enzyme reactor on-line enzymatic studies. J Pharm Biomed Anal. 2010;52(3):355–61.
Yi X, Hao Y, Xia N, Wang J, Quintero M, Li D, et al. Sensitive and continuous screening of inhibitors of β-site amyloid precursor protein cleaving enzyme 1 (BACE1) at single SPR chips. Anal Chem. 2013;85(7):3660–6.
Liu R, Liu Y-C, Meng J, Zhu H. Zhang X. A microfluidics-based mobility shift assay to identify new inhibitors of β-secretase for Alzheimer’s disease. Anal Bioanal Chem. 2017;409(28):6635–42.
Schejbal J, Slezáčková L, Řemínek R, Glatz Z. A capillary electrophoresis-mass spectrometry based method for the screening of β-secretase inhibitors as potential Alzheimer’s disease therapeutics. J Chromatogr A. 2017;1487:235–41.
Greis K. Mass spectrometry for enzyme assays and inhibitor screening: an emerging application in pharmaceutical research. Mass Spectrom Rev. 2007;26(3):324–39. https://doi.org/10.1002/mas.20127.
Duncan MW, Roder H, Hunsucker SW. Quantitative matrix-assisted laser desorption/ionization mass spectrometry. Brief Funct Genomic Proteomic. 2008;7(5):355–70.
Kang M, Tholey A, Heinzle E. Application of automated matrix-assisted laser desorption/ionization time-of-flight mass spectrometry for the measurement of enzyme activities. Rapid Commun Mass Spectrom. 2001;15(15):1327–33. https://doi.org/10.1002/rcm.376.
Bungert D, Heinzle E, Tholey A. Quantitative matrix-assisted laser desorption/ionization mass spectrometry for the determination of enzyme activities. Anal Biochem. 2004;326(2):167–75. https://doi.org/10.1016/j.ab.2003.11.013.
Ritorto M, Ewan R, Perez-Oliva A, Knebel A, Buhrlage S, Wightman M, et al. Screening of DUB activity and specificity by MALDI-TOF mass spectrometry. Nat Commun. 2014;5 https://doi.org/10.1038/ncomms5763.
Greis K, Zhou S, Burt T, Carr A, Dolan E, Easwaran V, et al. MALDI-TOF MS as a label-free approach to rapid inhibitor screening. J Am Soc Mass Spectrom. 2006;17(6):815–22. https://doi.org/10.1016/j.jasms.2006.02.019.
Guitot K, Scarabelli S, Drujon T, Bolbach G, Amoura M, Burlina F, et al. Label-free measurement of histone lysine methyltransferases activity by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. Anal Biochem. 2014;456:25–31. https://doi.org/10.1016/j.ab.2014.04.006.
Patrie S, Roth M, Plymire D, Maresh E, Zhang J. Measurement of blood protease kinetic parameters with self-assembled mono layer ligand binding assays and label-free MALDI-TOF MS. Anal Chem. 2013;85(21):10597–604. https://doi.org/10.1021/ac402739z.
Beeman K, Baumgartner J, Laubenheimer M, Hergesell K, Hoffmann M, Pehl U, et al. Integration of an in situ MALDI-based high-throughput screening process: a case study with receptor tyrosine kinase c-MET. SLAS Discov. 2017;22(10):1203–10. https://doi.org/10.1177/2472555217727701.
Guitot K, Drujon T, Burlina F, Sagan S, Beaupierre S, Pamlard O, et al. A direct label-free MALDI-TOF mass spectrometry based assay for the characterization of inhibitors of protein lysine methyltransferases. Anal Bioanal Chem. 2017;409(15):3767–77.
Zovo K, Helk E, Karafin A, Tõugu V, Palumaa P. Label-free high-throughput screening assay for inhibitors of Alzheimer’s amyloid-β peptide aggregation based on MALDI MS. Anal Chem. 2010;82(20):8558–65.
Van Loco J, Elskens M, Croux C, Beernaert H. Linearity of calibration curves: use and misuse of the correlation coefficient. Accred Qual Assur. 2002;7(7):281–5.
Leite J, Hajivandi M, Diller T, Pope R. Removal of sodium and potassium adducts using a matrix additive during matrix-associated laser desorption/ionization time-of-flight mass spectrometric analysis of peptides. Rapid Commun Mass Spectrom. 2004;18(23):2953–9. https://doi.org/10.1002/rcm.1711.
Beavis R, Chait B. Matrix-assisted laser desorption ionization mass-spectrometry of proteins. High Resolution Separation and Analysis of Biological Macromolecules, Pt A. 1996;270:519–51.
Řemínek R, Slezáčková L, Schejbal J, Glatz Z. Development and comprehensive comparison of two on-line capillary electrophoretic methods for β-secretase inhibitor screening. J Chromatogr A. 2017;1518:89–96.
May PC, Willis BA, Lowe SL, Dean RA, Monk SA, Cocke PJ, et al. The potent BACE1 inhibitor LY2886721 elicits robust central Aβ pharmacodynamic responses in mice, dogs, and humans. J Neurosci. 2015;35(3):1199–210.
May P, Boggs L, Brier R, Calligaro D, Citron M, Day T, et al. Preclinical characterization of LY2886721: a BACE1 inhibitor in clinical development for early Alzheimer’s disease. Alzheimers Dement. 2012;8(4):704–5. https://doi.org/10.1016/j.jalz.2012.05.235.
Sinha S, Anderson JP, Barbour R, Basi GS, Caccavello R, Davis D, et al. Purification and cloning of amyloid precursor protein β-secretase from human brain. Nature. 1999;402(6761):537.
Funding
This work was supported by the Czech Science Foundation (GA16-06106S), the Grant Agency of Masaryk University (MUNI/G/0974/2016), and the Ministry of Education, Youth and Sports of the Czech Republic under the project CEITEC 2020 (LQ1601).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflicts of interest.
Electronic supplementary material
ESM 1
(PDF 448 kb)
Rights and permissions
About this article
Cite this article
Machálková, M., Schejbal, J., Glatz, Z. et al. A label-free MALDI TOF MS-based method for studying the kinetics and inhibitor screening of the Alzheimer’s disease drug target β-secretase. Anal Bioanal Chem 410, 7441–7448 (2018). https://doi.org/10.1007/s00216-018-1354-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00216-018-1354-6