Abstract
In drug discovery, there is increasing interest in peptides as therapeutic agents due to several appealing characteristics that are typical of this class of compounds, including high target affinity, excellent selectivity, and low toxicity. However, peptides usually present also some challenging ADME (absorption, distribution, metabolism, and excretion) issues such as limited metabolic stability, poor oral bioavailability, and short half-lives. In this context, early preclinical in vitro studies such as plasma metabolic stability assays are crucial to improve developability of a peptidic drug. In order to speed up the optimization of peptide metabolic stability, a strategy was developed for the integrated semi-quantitative determination of metabolic stability of peptides and qualitative identification/structural elucidation of their metabolites in preclinical plasma metabolic stability studies using liquid chromatography-high-resolution Orbitrap™ mass spectrometry (LC-HRMS). Sample preparation was based on protein precipitation: experimental conditions were optimized after evaluating and comparing different organic solvents in order to obtain an adequate extraction of the parent peptides and their metabolites and to minimize matrix effect. Peptides and their metabolites were analyzed by reverse-phase liquid chromatography: a template gradient (total run time, 6 min) was created to allow retention and good peak shape for peptides of different polarity and isoelectric points. Three LC columns were selected to be systematically evaluated for each series of peptides. Targeted and untargeted HRMS data were simultaneously acquired in positive full scan + data-dependent MS/MS acquisition mode, and then processed to calculate plasma half-life and to identify the major cleavage sites, this latter by using the software Biopharma Finder™. Finally, as an example of the application of this workflow, a study that shows the plasma stability improvement of a series of antimicrobial peptides is described. This approach was developed for the evaluation of in vitro plasma metabolic stability studies of peptides, but it could also be applied to other in vitro metabolic stability models (e.g., whole blood, hepatocytes).
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References
Craik DJ, Fairlie DP, Liras S, Price D. The future of peptide-based drugs. Chem Biol Drug Des. 2013;81:136–47.
Kaspar AA, Reichert JM. Future directions for peptide therapeutics development. Drug Discov Today. 2013;18:807–17.
Fosgerau K, Hoffmann T. Peptide therapeutics: current status and future directions. Drug Discov Today. 2015;20:122–8.
Di L. Strategic approaches to optimizing peptide ADME properties. AAPS J. 2015;17:134–43.
Devanshu S, Rahul M, Annu G, Kishan S, Anroop N. Quantitative bioanalysis by LC-MS/MS: a review. J Pharm Biomed Sci. 2010;7:1–9.
Ewles M, Goodwin L. Bioanalytical approaches to analyzing peptides and proteins by LC-MS/MS. Bioanalysis. 2011;3:1379–97.
Ramanathan R, Jemal M, Ramagiri S, Xia YQ, Humpreys WG, Olah T, et al. It is time for a paradigm shift in drug discovery bioanalysis: from SRM to HRMS. J Mass Spectrom. 2011;46:595–601.
Ramanathan R, Korfmacher W. The emergence of high-resolution MS as the premier analytical tool in the pharmaceutical bioanalysis arena. Bioanalysis. 2012;4:467–9.
Fung EN, Jemal M, Aubry A-F. High-resolution MS in regulated bioanalysis: where are we now and where do we go from here? Bioanalysis. 2013;5:1277–84.
Glauser G, Grund B, Gassner A-L, Menin L, Henry H, Bromirski M, et al. Validation of the mass-extraction-window for quantitative methods using liquid chromatography high resolution mass spectrometry. Anal Chem. 2016. doi:10.1021/acs.analchem.5b04689.
Grund B, Marvin L, Rochat B. Quantitative performance of a quadrupole-orbitrap-MS in targeted LC–MS determinations of small molecules. J Pharm Biomed Anal. 2016;124:48–56.
Esposito S, Bracacel E, Nibbio M, Speziale R, Orsatti L, Veneziano M, et al. Use of “dilute-and-shoot” liquid chromatography-high resolution mass spectrometry in preclinical research: application to a DMPK study of perhexiline in mouse plasma. J Pharm Biomed Anal. 2016;118:70–80.
King L, Kotian A, Jairaj M. Introduction of a routine quan/qual approach into research DMPK: experiences and evolving strategies. Bioanalysis. 2014;6:3337–48.
Hopfgartner G, Tonoli D, Varesio E. High-resolution mass spectrometry for integrated qualitative and quantitative analysis of pharmaceuticals in biological matrices. Anal Bioanal Chem. 2012;402:2587–96.
Cuyckens F, Dillen L, Cools W, Bockx M, Vereyken L, De Vries R, et al. Identifying metabolite ions of peptide drugs in the presence of an in vivo matrix background. Bioanalysis. 2012;4:595–604.
Dillen L, Cuyckens F. High-resolution MS: first choice for peptide quantification? Bioanalysis. 2013;5:1145–48.
Hernández F, Sancho JV, Ibáñez M, Abad E, Portolés T, Mattioli L. Current use of high-resolution mass spectrometry in the environmental sciences. Anal Bioanal Chem. 2012;403:1251–64.
Backfisch G, Reder-Hilz B, Hoeckels-Messemer J, Angstenberger J, Sydor J, Laplanche L, et al. High-throughput quantitative and qualitative analysis of microsomal incubations by cocktail analysis with an ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometer system. Bioanalysis. 2015;7:671–83.
Bateman KP, Kellmann M, Muenster H, Papp R, Taylor L. Quantitative-qualitative data acquisition using a Benchtop Orbitrap mass spectrometer. J Am Soc Mass Spectrom. 2009;20:1441–50.
Timmerman P, Lausecker B, Barosso B, van Amsterdam P, Luedtke S, Dijksman J. “Large Meets Small”: connecting the bioanalytical community around peptide and protein bioanalysis with LC-MS(/MS). Bioanalysis. 2012;4:627–31.
Van den Broek I, Sparidans RW, Schellens JHM, Beijnen JH. Quantitative bioanalysis of peptides by liquid chromatography coupled to (tandem) mass spectrometry. J Chromatogr B Anal Technol Biomed Life Sci. 2008;872:1–22.
Kim J-S, Monroe ME, Camp DG, Smith RD, Qian W-J. In-source fragmentation and the sources of partially tryptic peptides in shotgun proteomics. J Proteome Res. 2013;12:910–6.
Tiller PR, Romanyshyn LA. Implications of matrix effects in ultra-fast gradient or fast isocratic liquid chromatography with mass spectrometry in drug discovery. Rapid Commun Mass Spectrom. 2002;16:92–8.
Tucholska M, Scozzaro S, Williams D, Ackloo S, Lock C, Siu KWM, et al. Endogenous peptides from biophysical and biochemical fractionation of serum analyzed by matrix-assisted laser desorption/ionization and electrospray ionization hybrid quadrupole time-of-flight. Anal Biochem. 2007;370:228–45.
Barbara J, Buckley D, Horrigan M. Exploring the utility of high-resolution MS with post-acquisition data mining for simultaneous exogenous and endogenous metabolite profiling. Bioanalysis. 2013;5:1211–28.
Ma S, Chowdhury SK. Data acquisition and data mining techniques for metabolite identification using LC coupled to high-resolution MS. Bioanalysis. 2013;5:1285–97.
Zhu M, Zhang H, Humphreys WG. Drug metabolite profiling and identification by high-resolution mass spectrometry. J Biol Chem. 2011;286:25419–25.
Compound Discoverer Software. https://www.thermoscientific.com/content/tfs/en/product/compound-discoverer-software.html. Accessed 21 Nov 2016.
Mass-MetaSite 3.0: High-Throughput MetID. http://www.moldiscovery.com/software/massmetasite/. Accessed 21 Nov 2016.
BioPharma Fender Mass Informatics Platform for Protein Characterization. https://www.thermofisher.com/order/catalog/product/OPTON-30416. Accessed 21 Nov 2016.
Bahar AA, Ren D. Antimicrobial peptides. Pharmaceuticals. 2013;6:1543–75.
Izadpanah A, Gallo RL. Antimicrobial peptides. J Am Acad Dermatol. 2005;52:381–90. quiz 391–2.
Rozek A, Powers JPS, Friedrich CL, Hancock REW. Structure-based design of an indolicidin peptide analogue with increased protease stability. Biochemistry. 2003;42:14130–8.
Chang CY, Lin CW, Chiang SK, Chen PL, Huang CY, Liu SJ, et al. Enzymatic stability and immunoregulatory efficacy of a synthetic indolicidin analogue with regular enantiomeric sequence. ACS Med Chem Lett. 2013;4:522–6.
Knappe D, Henklein P, Hoffmann R, Hilpert K. Easy strategy to protect antimicrobial peptides from fast degradation in serum. Antimicrob Agents Chemother. 2010;54:4003–5.
Lin JH. Pharmacokinetics of biotech drugs: peptides, proteins and monoclonal antibodies. Curr Drug Metab. 2009;10:661–91.
D’Addio SM, Bothe JR, Neri C, Walsh PL, Zhang J, Pierson E, et al. New and evolving techniques for the characterization of peptide therapeutics. J Pharm Sci. 2016. doi:10.1016/j.xphs.2016.06.011.
Geng X, Regnier FE. Retention model for proteins in reversed-phase liquid chromatography. J Chromatogr A. 1984;296:15–30.
Finoulst I, Pinkse M, Van Dongen W, Verhaert P. Sample preparation techniques for the untargeted LC-MS-based discovery of peptides in complex biological matrices. J Biomed Biotechnol. 2011. doi:10.1155/2011/245291.
Acknowledgements
The authors would like to thank Dr. Maria Veneziano and Dr. Fulvia Caretti for the helpful discussions and suggestions regarding method development.
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Esposito, S., Mele, R., Ingenito, R. et al. An efficient liquid chromatography-high resolution mass spectrometry approach for the optimization of the metabolic stability of therapeutic peptides. Anal Bioanal Chem 409, 2685–2696 (2017). https://doi.org/10.1007/s00216-017-0213-1
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DOI: https://doi.org/10.1007/s00216-017-0213-1