Literature DB >> 11967378

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

Peizhi Luo1, Robert J Hayes, Cheryl Chan, Diane M Stark, Marian Y Hwang, Jonathan M Jacinto, Padmaja Juvvadi, Helen S Chung, Anirban Kundu, Marie L Ary, Bassil I Dahiyat.   

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 degrees 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.

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Year:  2002        PMID: 11967378      PMCID: PMC2373568          DOI: 10.1110/ps.4580102

Source DB:  PubMed          Journal:  Protein Sci        ISSN: 0961-8368            Impact factor:   6.725


  39 in total

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Authors:  B I Dahiyat; S L Mayo
Journal:  Protein Sci       Date:  1996-05       Impact factor: 6.725

Review 2.  Characterization, formulation, and stability of Neupogen (Filgrastim), a recombinant human granulocyte-colony stimulating factor.

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Journal:  Pharm Biotechnol       Date:  1996

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Authors:  J C Heikoop; P van den Boogaart; J W Mulders; P D Grootenhuis
Journal:  Nat Biotechnol       Date:  1997-07       Impact factor: 54.908

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Authors:  B I Dahiyat; S L Mayo
Journal:  Science       Date:  1997-10-03       Impact factor: 47.728

5.  Characterization of the receptor binding determinants of granulocyte colony stimulating factor.

Authors:  D C Young; H Zhan; Q L Cheng; J Hou; D J Matthews
Journal:  Protein Sci       Date:  1997-06       Impact factor: 6.725

6.  De novo design of the hydrophobic cores of proteins.

Authors:  J R Desjarlais; T M Handel
Journal:  Protein Sci       Date:  1995-10       Impact factor: 6.725

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Journal:  J Pept Res       Date:  1997-10

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Authors:  J F Reidhaar-Olson; J A De Souza-Hart; H E Selick
Journal:  Biochemistry       Date:  1996-07-16       Impact factor: 3.162

9.  Molecular evolution by staggered extension process (StEP) in vitro recombination.

Authors:  H Zhao; L Giver; Z Shao; J A Affholter; F H Arnold
Journal:  Nat Biotechnol       Date:  1998-03       Impact factor: 54.908

10.  [Lys(B28), Pro(B29)]-human insulin. A rapidly absorbed analogue of human insulin.

Authors:  D C Howey; R R Bowsher; R L Brunelle; J R Woodworth
Journal:  Diabetes       Date:  1994-03       Impact factor: 9.461

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  13 in total

1.  Combining computational and experimental screening for rapid optimization of protein properties.

Authors:  Robert J Hayes; Jorg Bentzien; Marie L Ary; Marian Y Hwang; Jonathan M Jacinto; Jöst Vielmetter; Anirban Kundu; Bassil I Dahiyat
Journal:  Proc Natl Acad Sci U S A       Date:  2002-11-21       Impact factor: 11.205

2.  Computational thermostabilization of an enzyme.

Authors:  Aaron Korkegian; Margaret E Black; David Baker; Barry L Stoddard
Journal:  Science       Date:  2005-05-06       Impact factor: 47.728

3.  Stabilizing peptide fusion for solving the stability and solubility problems of therapeutic proteins.

Authors:  Eui Nam Lee; Young Mok Kim; Hye Ja Lee; Sang Woo Park; Han Young Jung; Jae Myun Lee; Yong-Ho Ahn; Jongsun Kim
Journal:  Pharm Res       Date:  2005-09-22       Impact factor: 4.200

4.  Bioinformatic method for protein thermal stabilization by structural entropy optimization.

Authors:  Euiyoung Bae; Ryan M Bannen; George N Phillips
Journal:  Proc Natl Acad Sci U S A       Date:  2008-07-08       Impact factor: 11.205

Review 5.  Computational approaches for predicting mutant protein stability.

Authors:  Shweta Kulshreshtha; Vigi Chaudhary; Girish K Goswami; Nidhi Mathur
Journal:  J Comput Aided Mol Des       Date:  2016-05-09       Impact factor: 3.686

6.  Modulation of protein aggregation by polyethylene glycol conjugation: GCSF as a case study.

Authors:  Rahul S Rajan; Tiansheng Li; Mohini Aras; Christopher Sloey; Weston Sutherland; Hiromi Arai; Robert Briddell; Olaf Kinstler; Alexis M K Lueras; Yu Zhang; Heather Yeghnazar; Michael Treuheit; David N Brems
Journal:  Protein Sci       Date:  2006-04-05       Impact factor: 6.725

7.  Rational design of intercellular adhesion molecule-1 (ICAM-1) variants for antagonizing integrin lymphocyte function-associated antigen-1-dependent adhesion.

Authors:  Gang Song; Greg A Lazar; Tanja Kortemme; Motomu Shimaoka; John R Desjarlais; David Baker; Timothy A Springer
Journal:  J Biol Chem       Date:  2005-12-14       Impact factor: 5.157

8.  Thermostable variants of cocaine esterase for long-time protection against cocaine toxicity.

Authors:  Daquan Gao; Diwahar L Narasimhan; Joanne Macdonald; Remy Brim; Mei-Chuan Ko; Donald W Landry; James H Woods; Roger K Sunahara; Chang-Guo Zhan
Journal:  Mol Pharmacol       Date:  2008-11-05       Impact factor: 4.436

Review 9.  Computational approaches for rational design of proteins with novel functionalities.

Authors:  Manish Kumar Tiwari; Ranjitha Singh; Raushan Kumar Singh; In-Won Kim; Jung-Kul Lee
Journal:  Comput Struct Biotechnol J       Date:  2012-09-28       Impact factor: 7.271

10.  Improved drug-like properties of therapeutic proteins by directed evolution.

Authors:  Andrew Buchanan; Franco Ferraro; Steven Rust; Sudharsan Sridharan; Ruth Franks; Greg Dean; Matthew McCourt; Lutz Jermutus; Ralph Minter
Journal:  Protein Eng Des Sel       Date:  2012-08-31       Impact factor: 1.650

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