Development of a cytokine analog with enhanced stability using computational ultrahigh throughput screening

  • Luo P
  • Hayes R
  • Chan C
  • et al.
58Citations
Citations of this article
46Readers
Mendeley users who have this article in their library.

Abstract

Granulocyte‐colony stimulating factor (G‐CSF) is used worldwide to prevent neutropenia caused by high‐dose chemotherapy. It has limited stability, strict formulation and storage requirements, and because of poor oral absorption must be administered by injection (typically daily). Thus, there is significant interest in developing analogs with improved pharmacological properties. We used our ultrahigh throughput computational screening method to improve the physicochemical characteristics of G‐CSF. Improving these properties can make a molecule more robust, enhance its shelf life, or make it more amenable to alternate delivery systems and formulations. It can also affect clinically important features such as pharmacokinetics. Residues in the buried core were selected for optimization to minimize changes to the surface, thereby maintaining the active site and limiting the designed protein's potential for antigenicity. Using a structure that was homology modeled from bovine G‐CSF, core designs of 25–34 residues were completed, corresponding to 10 21 –10 28 sequences screened. The optimal sequence from each design was selected for biophysical characterization and experimental testing; each had 10–14 mutations. The designed proteins showed enhanced thermal stabilities of up to 13°C, displayed five‐to 10‐fold improvements in shelf life, and were biologically active in cell proliferation assays and in a neutropenic mouse model. Pharmacokinetic studies in monkeys showed that subcutaneous injection of the designed analogs results in greater systemic exposure, probably attributable to improved absorption from the subcutaneous compartment. These results show that our computational method can be used to develop improved pharmaceuticals and illustrate its utility as a powerful protein design tool.

References Powered by Scopus

DREIDING: A generic force field for molecular simulations

6113Citations
N/AReaders
Get full text

Rapid evolution of a protein in vitro by DNA shuffling

1714Citations
N/AReaders
Get full text

Improved green fluorescent protein by molecular evolution using DNA shuffling

1089Citations
N/AReaders
Get full text

Cited by Powered by Scopus

Characteristics biological products and assessing comparability following manufacturing changes

336Citations
N/AReaders
Get full text

Computational thermostabilization of an enzyme

310Citations
N/AReaders
Get full text

Review: Engineering of thermostable enzymes for industrial applications

228Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Luo, P., Hayes, R. J., Chan, C., Stark, D. M., Hwang, M. Y., Jacinto, J. M., … Dahiyat, B. I. (2002). Development of a cytokine analog with enhanced stability using computational ultrahigh throughput screening. Protein Science, 11(5), 1218–1226. https://doi.org/10.1110/ps.4580102

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 19

51%

Researcher 14

38%

Professor / Associate Prof. 3

8%

Lecturer / Post doc 1

3%

Readers' Discipline

Tooltip

Agricultural and Biological Sciences 17

49%

Biochemistry, Genetics and Molecular Bi... 12

34%

Chemistry 3

9%

Engineering 3

9%

Save time finding and organizing research with Mendeley

Sign up for free