Literature DB >> 35265342

Parallelized identification of on- and off-target protein interactions.

Jiayi Dou1,2, Inna Goreshnik1,2, Cassie Bryan1,2, David Baker1,2,3, Eva-Maria Strauch4,1,2,5.   

Abstract

Genetic selection combined with next-generation sequencing enables the simultaneous interrogation of the functionality and stability of large numbers of naturally occurring, engineered, or computationally designed protein variants in parallel. We display hundreds of engineered proteins on the surface of yeast cells, select for binding to a set of target molecules by flow cytometry, and sequence the starting pool as well as selected pools to obtain enrichment values for each displayed protein with each target. We show that this high-throughput workflow of multiplex genetic selections followed by large-scale sequencing and comparative analysis allows not only the determination of relative affinities, but also the monitoring of specificity profiles for hundreds to thousands of protein-protein and protein-small molecule interactions in parallel. The approach not only identifies new interactions of designed proteins, but also detects unintended and undesirable off-target interactions. This provides a general framework for screening of engineered protein binders, which often have no negative selection or design step as part of their development pipelines. Hence, this method will be generally useful in the development of protein-based therapeutics.

Entities:  

Year:  2019        PMID: 35265342      PMCID: PMC8903191          DOI: 10.1039/c9me00118b

Source DB:  PubMed          Journal:  Mol Syst Des Eng


  20 in total

1.  Protein model discrimination using mutational sensitivity derived from deep sequencing.

Authors:  Bharat V Adkar; Arti Tripathi; Anusmita Sahoo; Kanika Bajaj; Devrishi Goswami; Purbani Chakrabarti; Mohit K Swarnkar; Rajesh S Gokhale; Raghavan Varadarajan
Journal:  Structure       Date:  2012-02-08       Impact factor: 5.006

2.  Isolating and engineering human antibodies using yeast surface display.

Authors:  Ginger Chao; Wai L Lau; Benjamin J Hackel; Stephen L Sazinsky; Shaun M Lippow; K Dane Wittrup
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

3.  A fundamental protein property, thermodynamic stability, revealed solely from large-scale measurements of protein function.

Authors:  Carlos L Araya; Douglas M Fowler; Wentao Chen; Ike Muniez; Jeffery W Kelly; Stanley Fields
Journal:  Proc Natl Acad Sci U S A       Date:  2012-10-03       Impact factor: 11.205

4.  Activity-enhancing mutations in an E3 ubiquitin ligase identified by high-throughput mutagenesis.

Authors:  Lea M Starita; Jonathan N Pruneda; Russell S Lo; Douglas M Fowler; Helen J Kim; Joseph B Hiatt; Jay Shendure; Peter S Brzovic; Stanley Fields; Rachel E Klevit
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-18       Impact factor: 11.205

5.  SORTCERY-A High-Throughput Method to Affinity Rank Peptide Ligands.

Authors:  Lothar Luther Reich; Sanjib Dutta; Amy E Keating
Journal:  J Mol Biol       Date:  2014-10-12       Impact factor: 5.469

6.  Analyses of the effects of all ubiquitin point mutants on yeast growth rate.

Authors:  Benjamin P Roscoe; Kelly M Thayer; Konstantin B Zeldovich; David Fushman; Daniel N A Bolon
Journal:  J Mol Biol       Date:  2013-01-30       Impact factor: 5.469

7.  Deep mutational scanning: a new style of protein science.

Authors:  Douglas M Fowler; Stanley Fields
Journal:  Nat Methods       Date:  2014-08       Impact factor: 28.547

8.  Analysis of protein-ligand interactions by fluorescence polarization.

Authors:  Ana M Rossi; Colin W Taylor
Journal:  Nat Protoc       Date:  2011-03-03       Impact factor: 13.491

9.  Global analysis of protein folding using massively parallel design, synthesis, and testing.

Authors:  Gabriel J Rocklin; Tamuka M Chidyausiku; Inna Goreshnik; Alex Ford; Scott Houliston; Alexander Lemak; Lauren Carter; Rashmi Ravichandran; Vikram K Mulligan; Aaron Chevalier; Cheryl H Arrowsmith; David Baker
Journal:  Science       Date:  2017-07-14       Impact factor: 47.728

10.  Measuring the sequence-affinity landscape of antibodies with massively parallel titration curves.

Authors:  Rhys M Adams; Thierry Mora; Aleksandra M Walczak; Justin B Kinney
Journal:  Elife       Date:  2016-12-30       Impact factor: 8.140

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