Multidimensional Protein Solubility Optimization with an Ultrahigh-Throughput Microfluidic Platform.
Journal
Analytical chemistry
ISSN: 1520-6882
Titre abrégé: Anal Chem
Pays: United States
ID NLM: 0370536
Informations de publication
Date de publication:
28 03 2023
28 03 2023
Historique:
medline:
29
3
2023
pubmed:
18
3
2023
entrez:
17
3
2023
Statut:
ppublish
Résumé
Protein-based biologics are highly suitable for drug development as they exhibit low toxicity and high specificity for their targets. However, for therapeutic applications, biologics must often be formulated to elevated concentrations, making insufficient solubility a critical bottleneck in the drug development pipeline. Here, we report an ultrahigh-throughput microfluidic platform for protein solubility screening. In comparison with previous methods, this microfluidic platform can make, incubate, and measure samples in a few minutes, uses just 20 μg of protein (>10-fold improvement), and yields 10,000 data points (1000-fold improvement). This allows quantitative comparison of formulation excipients, such as sodium chloride, polysorbate, histidine, arginine, and sucrose. Additionally, we can measure how solubility is affected by the combinatorial effect of multiple additives, find a suitable pH for the formulation, and measure the impact of mutations on solubility, thus enabling the screening of large libraries. By reducing material and time costs, this approach makes detailed multidimensional solubility optimization experiments possible, streamlining drug development and increasing our understanding of biotherapeutic solubility and the effects of excipients.
Identifiants
pubmed: 36930285
doi: 10.1021/acs.analchem.2c05495
pmc: PMC10061369
doi:
Substances chimiques
Excipients
0
Polysorbates
0
Proteins
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
5362-5368Subventions
Organisme : Wellcome Trust
ID : 203249/Z/16/Z
Pays : United Kingdom
Références
Antib Ther. 2021 Nov 18;4(4):262-272
pubmed: 34909579
Ann Med Surg (Lond). 2014 Sep 11;3(4):113-6
pubmed: 25568796
BioDrugs. 2018 Oct;32(5):425-440
pubmed: 30043229
MAbs. 2019 May/Jun;11(4):747-756
pubmed: 30913963
Methods Enzymol. 2014;541:85-94
pubmed: 24674064
Nat Protoc. 2013 May;8(5):870-91
pubmed: 23558786
Sci Rep. 2021 Nov 9;11(1):21932
pubmed: 34753962
Mol Cells. 2005 Aug 31;20(1):17-29
pubmed: 16258237
J Pharm Sci. 2015 Jun;104(6):1885-1898
pubmed: 25821140
Biotechnol Bioeng. 2011 Jul;108(7):1494-508
pubmed: 21480193
J Pharm Sci. 2004 Jun;93(6):1390-402
pubmed: 15124199
Biotechnol Bioeng. 1999 Jul 20;64(2):144-50
pubmed: 10397850
Int J Pharm. 2019 Sep 10;568:118505
pubmed: 31306712
Methods Mol Biol. 2022;2313:57-113
pubmed: 34478132
Mol Pharm. 2018 Dec 3;15(12):5697-5710
pubmed: 30395473
Cell Rep. 2013 Nov 14;5(3):781-90
pubmed: 24183671
J Pharm Sci. 2011 Mar;100(3):1009-21
pubmed: 21280052
Chem Rev. 2017 Jun 28;117(12):7964-8040
pubmed: 28537383
MAbs. 2021 Jan-Dec;13(1):1860476
pubmed: 33459118
MAbs. 2020 Jan-Dec;12(1):1743053
pubmed: 32249670
Nat Commun. 2022 Dec 21;13(1):7845
pubmed: 36543777
J Mol Biol. 2009 Aug 14;391(2):404-13
pubmed: 19527731
J Am Chem Soc. 2003 Sep 17;125(37):11170-1
pubmed: 16220918
Annu Rev Chem Biomol Eng. 2012;3:263-86
pubmed: 22468604
Cold Spring Harb Perspect Biol. 2019 Dec 2;11(12):
pubmed: 30833455
Trends Biochem Sci. 2007 May;32(5):204-6
pubmed: 17419062
MAbs. 2020 Jan-Dec;12(1):1815995
pubmed: 32954930
MAbs. 2015;7(4):752-8
pubmed: 25961854
Nat Rev Drug Discov. 2010 Oct;9(10):767-74
pubmed: 20811384
J Am Chem Soc. 2006 Mar 15;128(10):3142-3
pubmed: 16522084
J Pharm Sci. 2020 Jan;109(1):584-594
pubmed: 31689429
Pharm Res. 2010 Apr;27(4):544-75
pubmed: 20143256
MAbs. 2019 Feb/Mar;11(2):388-400
pubmed: 30523762
Brief Bioinform. 2023 Mar 19;24(2):
pubmed: 36719110