Abstract
Optimization of a protein's pharmaceutical properties is usually carried out by rational design and/or directed evolution. Here we test an alternative approach based on ancestral sequence reconstruction. Using available genomic sequence data on coagulation factor VIII and predictive models of molecular evolution, we engineer protein variants with improved activity, stability, and biosynthesis potential and reduced inhibition by anti-drug antibodies. In principle, this approach can be applied to any protein drug based on a conserved gene sequence.
Access options
Subscribe to Journal
Get full journal access for 1 year
$250.00
only $20.83 per issue
All prices are NET prices.
VAT will be added later in the checkout.
Rent or Buy article
Get time limited or full article access on ReadCube.
from$8.99
All prices are NET prices.
References
- 1.
Doering, C.B. et al. Thromb. Haemost. 88, 450–458 (2002).
- 2.
Doering, C.B., Healey, J.F., Parker, E.T., Barrow, R.T. & Lollar, P. J. Biol. Chem. 277, 38345–38349 (2002).
- 3.
Zakas, P.M. et al. PLoS One 7, e49481 (2012).
- 4.
Zakas, P.M., Vanijcharoenkarn, K., Markovitz, R.C., Meeks, S.L. & Doering, C.B. J. Thromb. Haemost. 13, 72–81 (2015).
- 5.
Sabatino, D.E. et al. Blood 114, 4562–4565 (2009).
- 6.
Doering, C.B., Healey, J.F., Parker, E.T., Barrow, R.T. & Lollar, P. J. Biol. Chem. 279, 6546–6552 (2004).
- 7.
Parker, E.T., Doering, C.B. & Lollar, P. J. Biol. Chem. 281, 13922–13930 (2006).
- 8.
Zuckerkandl, E. & Pauling, L. J. Theor. Biol. 8, 357–366 (1965).
- 9.
Merkl, R. & Sterner, R. Biol. Chem. 397, 1–21 (2016).
- 10.
Risso, V.A., Gavira, J.A., Mejia-Carmona, D.F., Gaucher, E.A. & Sanchez-Ruiz, J.M. J. Am. Chem. Soc. 135, 2899–2902 (2013).
- 11.
Ivarsson, Y., Mackey, A.J., Edalat, M., Pearson, W.R. & Mannervik, B. J. Biol. Chem. 278, 8733–8738 (2003).
- 12.
Harms, M.J. et al. Proc. Natl. Acad. Sci. USA 110, 11475–11480 (2013).
- 13.
Kratzer, J.T. et al. Proc. Natl. Acad. Sci. USA 111, 3763–3768 (2014).
- 14.
Wilson, C. et al. Science 347, 882–886 (2015).
- 15.
Gaucher, E.A., Govindarajan, S. & Ganesh, O.K. Nature 451, 704–707 (2008).
- 16.
Brown, H.C., Gangadharan, B. & Doering, C.B. J. Biol. Chem. 286, 24451–24457 (2011).
- 17.
Pipe, S.W., Eickhorst, A.N., McKinley, S.H., Saenko, E.L. & Kaufman, R.J. Blood 93, 176–183 (1999).
- 18.
Leong, L. et al. Blood 125, 392–398 (2015).
- 19.
Markovitz, R.C., Healey, J.F., Parker, E.T., Meeks, S.L. & Lollar, P. Blood 121, 2785–2795 (2013).
- 20.
Esmon, C.T. & Lollar, P. J. Biol. Chem. 271, 13882–13887 (1996).
- 21.
Barrow, R.T., Parker, E.T., Krishnaswamy, S. & Lollar, P. J. Biol. Chem. 269, 26796–26800 (1994).
- 22.
Healey, J.F. et al. J. Thromb. Haemost. 5, 512–519 (2007).
- 23.
Meeks, S.L., Healey, J.F., Parker, E.T., Barrow, R.T. & Lollar, P. Blood 110, 4234–4242 (2007).
- 24.
Bi, L. et al. Nat. Genet. 10, 119–121 (1995).
- 25.
Brown, H.C. et al. Mol. Ther. Methods Clin. Dev. 1, 14036 (2014).
- 26.
Gaucher, E.A., Thomson, J.M., Burgan, M.F. & Benner, S.A. Nature 425, 285–288 (2003).
- 27.
Huelsenbeck, J.P., Ronquist, F., Nielsen, R. & Bollback, J.P. Science 294, 2310–2314 (2001).
- 28.
Yang, Z. Mol. Biol. Evol. 24, 1586–1591 (2007).
- 29.
Lollar, P., Parker, E.T. & Fay, P.J. J. Biol. Chem. 267, 23652–23657 (1992).
- 30.
Healey, J.F. et al. Thromb. Haemost. 102, 35–41 (2009).
- 31.
Barrow, R.T. & Lollar, P. J. Thromb. Haemost. 4, 2223–2229 (2006).
- 32.
Larsen, J.E., Lund, O. & Nielsen, M. Immunome Res. 2, 2 (2006).
- 33.
Spencer, H.T. et al. Mol. Ther. 19, 302–309 (2011).
- 34.
Parker, E.T. & Lollar, P. Thromb. Haemost. 89, 480–485 (2003).
- 35.
Dixon, W.J. Neurosci. Biobehav. Rev. 15, 47–50 (1991).
- 36.
McIntosh, J. et al. Blood 121, 3335–3344 (2013).
Acknowledgements
This work was supported by funding from the National Institutes of Health/National Heart, Lung, and Blood Institute for the Translational Research Centers in Thrombotic and Hemostatic Disorders (U54 HL112309 to H.T.S., S.L.M., and C.B.D.), the Bayer Hemophilia Awards Program, Bayer HealthCare (C.B.D.) as well as a research partnership between Children's Healthcare of Atlanta and the Georgia Institute of Technology (C.B.D. and E.A.G.). We also thank E.T. Parker (Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Emory University, Atlanta, Georgia, USA) for technical assistance with the in vivo mouse studies.
Author information
Affiliations
Program in Molecular and Systems Pharmacology, Laney Graduate School, Emory University, Atlanta, Georgia, USA.
- Philip M Zakas
- , Harrison C Brown
- , H Trent Spencer
- & Christopher B Doering
Aflac Cancer and Blood Disorders Center, Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.
- Kristopher Knight
- , Shannon L Meeks
- , H Trent Spencer
- & Christopher B Doering
School of Biology, Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, Georgia, USA.
- Eric A Gaucher
Authors
Search for Philip M Zakas in:
Search for Harrison C Brown in:
Search for Kristopher Knight in:
Search for Shannon L Meeks in:
Search for H Trent Spencer in:
Search for Eric A Gaucher in:
Search for Christopher B Doering in:
Contributions
P.M.Z. designed and performed experiments, analyzed the data, and drafted the manuscript. H.C.B. performed gene transfer experiments and edited the manuscript. K.K. performed experiments. S.L.M. contributed reagents, designed experiments, analyzed data and edited the manuscript. H.T.S. conceived the project, designed experiments, analyzed data and edited the manuscript. E.A.G. performed ASR and edited the manuscript. C.B.D. conceived the project, designed experiments, analyzed data and drafted and edited the manuscript.
Competing interests
C.B.D., E.A.G., H.T.S. and P.M.Z. are inventors on a patent application describing ancestral FVIII technology filed by Emory University/Children's Healthcare of Atlanta and the Georgia Institute of Technology. C.B.D. and H.T.S. are co-founders of Expression Therapeutics, LLC, and own equity in the company. Expression Therapeutics owns the intellectual property associated with ET3 and has plans to commercially develop technology used in the research described in this paper. The terms of this arrangement have been reviewed and approved by Emory University in accordance with its conflict of interest policies.
Corresponding author
Correspondence to Christopher B Doering.
Supplementary information
PDF files
- 1.
Supplementary Text and Figures
Supplementary Figures 1–12, Supplementary Tables 1–3 and Supplementary Note
Rights and permissions
To obtain permission to re-use content from this article visit RightsLink.
About this article
Further reading
-
The evolution of substrate discrimination in macrolide antibiotic resistance enzymes
Nature Communications (2018)
-
Engineering highly functional thermostable proteins using ancestral sequence reconstruction
Nature Catalysis (2018)
-
Solving the master equation for Indels
BMC Bioinformatics (2017)
-
Mining ancient proteins for next-generation drugs
Nature Biotechnology (2017)
-
The perception of strigolactones in vascular plants
Nature Chemical Biology (2017)