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Using a peptide-based mass spectrometry approach to quantitate proteolysis of an intact heterogeneous procollagen substrate by BMP1 for antagonistic antibody screening

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Abstract

Proteases are critical proteins involved in cleaving substrates that may impact biological pathways, cellular processes, or disease progression. In the biopharmaceutical industry, modulating the levels of protease activity is an important strategy for mitigating many types of diseases. While a variety of analytical tools exist for characterizing substrate cleavages, in vitro functional screening for antibody inhibitors of protease activity using physiologically relevant intact protein substrates remains challenging. In addition, detecting such large protein substrates with high heterogeneity using high-throughput mass spectrometry screening has rarely been reported in the literature with concerns for assay robustness and sensitivity. In this study, we established a peptide-based in vitro functional screening assay for antibody inhibitors of mouse bone morphogenic protein 1 (mBMP1) metalloprotease using a heterogeneous recombinant 66-kDa mouse Procollagen I alpha 1 chain (mProcollagen) substrate. We compared several analytical tools including capillary gel electrophoresis Western blot (CE-Western blot), as well as both intact protein and peptide-based mass spectrometry (MS) to quantitate the mBMP1 proteolytic activity and its inhibition by antibodies using this heterogeneous mProcollagen substrate. We concluded that the peptide-based mass spectrometry screening assay was the most suitable approach in terms of throughput, sensitivity, and assay robustness. We then optimized our mBMP1 proteolysis reaction after characterizing the enzyme kinetics using the peptide-based MS assay. This assay resulted in Z′ values ranging from 0.6 to 0.8 from the screening campaign. Among over 1200 antibodies screened, IC50 characterization was performed on the top candidate hits, which showed partial or complete inhibitory activities against mBMP1.

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References

  1. Turtle ED, Ho W-B. Inhibition of procollagen C-proteinase: fibrosis and beyond. Expert Opin Ther Pat. 2005;14(8):1185–97.

    Article  Google Scholar 

  2. N’Diaye EN, Cook R, Wang H, Wu P, LaCanna R, Wu C, et al. Extracellular BMP1 is the major proteinase for COOH-terminal proteolysis of type I procollagen in lung fibroblasts. Am J Physiol Cell Physiol. 2021;320(2):C162–74.

    Article  Google Scholar 

  3. Fish PV, Allan GA, Bailey S, Blagg J, Butt R, Collis MG, et al. Potent and selective nonpeptidic inhibitors of procollagen C-proteinase. J Med Chem. 2007;50(15):3442–56.

    Article  CAS  Google Scholar 

  4. Dankwardt SM, Abbot SC, Broka CA, Martin RL, Chan CS, Springman EB, et al. Amino acid derived sulfonamide hydroxamates as inhibitors of procollagen C-proteinase. Part 2: Solid-phase optimization of side chains. Bioorg Med Chem Lett. 2002;12(8):1233–5.

    Article  CAS  Google Scholar 

  5. Kallander LS, Washburn D, Hilfiker MA, Eidam HS, Lawhorn BG, Prendergast J, et al. Reverse hydroxamate inhibitors of bone morphogenetic protein 1. ACS Med Chem Lett. 2018;9(7):736–40.

    Article  CAS  Google Scholar 

  6. Turtle E, Chow N, Yang C, Sosa S, Bauer U, Brenner M, et al. Design and synthesis of procollagen C-proteinase inhibitors. Bioorg Med Chem Lett. 2012;22(24):7397–401.

    Article  CAS  Google Scholar 

  7. Vandenbroucke RE, Libert C. Is there new hope for therapeutic matrix metalloproteinase inhibition? Nat Rev Drug Discov. 2014;13(12):904–27.

    Article  CAS  Google Scholar 

  8. Heard ME, Besio R, Weis M, Rai J, Hudson DM, Dimori M, et al. Sc65-null mice provide evidence for a novel endoplasmic reticulum complex regulating collagen Lysyl hydroxylation. PLoS Genet. 2016;12(4): e1006002.

    Article  Google Scholar 

  9. Bernhard OK, Kapp EA, Simpson RJ. Enhanced analysis of the mouse plasma proteome using cysteine-containing tryptic glycopeptides. J Proteome Res. 2007;6(3):987–95.

    Article  CAS  Google Scholar 

  10. Lundby A, Secher A, Lage K, Nordsborg NB, Dmytriyev A, Lundby C, et al. Quantitative maps of protein phosphorylation sites across 14 different rat organs and tissues. Nat Commun. 2012;3:876.

    Article  Google Scholar 

  11. Li W, Srikumar N, Forrest WF, Ellerman D, Gu C, Tchelepi R, et al. Characterizing and quantitating therapeutic tethered multimeric antibody degradation using affinity capture mass spectrometry. Anal Chem. 2020;92(10):6839–43.

    Article  CAS  Google Scholar 

  12. Lange V, Picotti P, Domon B, Aebersold R. Selected reaction monitoring for quantitative proteomics: a tutorial. Mol Syst Biol. 2008;4:222.

    Article  Google Scholar 

  13. Xu D, Marchionni K, Hu Y, Zhang W, Sosic Z. Quantitative analysis of a biopharmaceutical protein in cell culture samples using automated capillary electrophoresis (CE) western blot. J Pharm Biomed Anal. 2017;145:10–5.

    Article  CAS  Google Scholar 

  14. Chen JQ, Wakefield LM, Goldstein DJ. Capillary nano-immunoassays: advancing quantitative proteomics analysis, biomarker assessment, and molecular diagnostics. J Transl Med. 2015;13:182.

    Article  Google Scholar 

  15. Michels DA, Tu AW, McElroy W, Voehringer D, Salas-Solano O. Charge heterogeneity of monoclonal antibodies by multiplexed imaged capillary isoelectric focusing immunoassay with chemiluminescence detection. Anal Chem. 2012;84(12):5380–6.

    Article  CAS  Google Scholar 

  16. Donnelly DP, Rawlins CM, DeHart CJ, Fornelli L, Schachner LF, Lin Z, et al. Best practices and benchmarks for intact protein analysis for top-down mass spectrometry. Nat Methods. 2019;16(7):587–94.

    Article  CAS  Google Scholar 

  17. Picotti P, Aebersold R. Selected reaction monitoring-based proteomics: workflows, potential, pitfalls and future directions. Nat Methods. 2012;9(6):555–66.

    Article  CAS  Google Scholar 

  18. Addona TA, Abbatiello SE, Schilling B, Skates SJ, Mani DR, Bunk DM, et al. Multi-site assessment of the precision and reproducibility of multiple reaction monitoring-based measurements of proteins in plasma. Nat Biotechnol. 2009;27(7):633–41.

    Article  CAS  Google Scholar 

  19. Vanderporten E, Frick L, Turincio R, Thana P, Lamarr W, Liu Y. Label-free high-throughput assays to screen and characterize novel lactate dehydrogenase inhibitors. Anal Biochem. 2013;441(2):115–22.

    Article  CAS  Google Scholar 

  20. Li KS, Quinn JG, Saabye MJ, Guerrero JFS, Nonomiya J, Lian Q, et al. High-throughput kinetic characterization of irreversible covalent inhibitors of KRAS(G12C) by intact protein MS and targeted MRM. Anal Chem. 2022;94(2):1230–9.

    Article  CAS  Google Scholar 

  21. McLaren DG, Shah V, Wisniewski T, Ghislain L, Liu C, Zhang H, et al. High-throughput mass spectrometry for hit identification: current landscape and future perspectives. SLAS discovery : advancing life sciences R & D. 2021;26(2):168–91.

    Article  CAS  Google Scholar 

  22. Ng D, Zhou M, Zhan D, Yip S, Ko P, Yim M, et al. Development of a targeted integration Chinese hamster ovary host directly targeting either one or two vectors simultaneously to a single locus using the Cre/Lox recombinase-mediated cassette exchange system. Biotechnol Prog. 2021;37(4): e3140.

    CAS  PubMed  Google Scholar 

  23. Hojima Y, van der Rest M, Prockop DJ. Type I procollagen carboxyl-terminal proteinase from chick embryo tendons. Purification and characterization. J Biol Chem. 1985;260(29):15996–6003.

    Article  CAS  Google Scholar 

  24. Moschcovich L, Kessler E. Data comparing the kinetics of procollagen type I processing by bone morphogenetic protein 1 (BMP-1) with and without procollagen C-proteinase enhancer 1 (PCPE-1). Data Brief. 2016;9:883–7.

    Article  Google Scholar 

  25. Zhang JH, Chung TD, Oldenburg KR. A simple statistical parameter for use in evaluation and validation of high throughput screening assays. J Biomol Screen. 1999;4(2):67–73.

    Article  CAS  Google Scholar 

  26. Chassaing C, Stafford H, Luckwell J, Wright A, Edgington A. A parallel micro turbulent flow chromatography-tandem mass spectrometry method for the analysis of a pharmaceutical compound in plasma. Chromatographia. 2005;62(1):17–24.

    Article  CAS  Google Scholar 

  27. Sawyer WS, Srikumar N, Carver J, Chu PY, Shen A, Xu A, et al. High-throughput antibody screening from complex matrices using intact protein electrospray mass spectrometry. Proc Natl Acad Sci U S A. 2020;117(18):9851–6.

    Article  CAS  Google Scholar 

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Acknowledgements

We thank Shirley Ng, Andy Chang, and Maureen Beresini for their assistance with automation; Eric Torres and Dan Hascall for their informatic support; and Suk Hyung, Sherry Ke Li, Yiming Xu, and Jonathan Josephs for reviewing the manuscript.

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Correspondence to Cong Wu.

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Wu, C., Cook, R., Wu, P. et al. Using a peptide-based mass spectrometry approach to quantitate proteolysis of an intact heterogeneous procollagen substrate by BMP1 for antagonistic antibody screening. Anal Bioanal Chem 414, 6601–6610 (2022). https://doi.org/10.1007/s00216-022-04220-2

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