Automated High Throughput Functional Characterization of Human Proteins

2019 ◽  
Vol 193 ◽  
pp. 173-183 ◽  
Author(s):  
Paulina Jackowiak ◽  
Angelika Lis ◽  
Magdalena Luczak ◽  
Ireneusz Stolarek ◽  
Marek Figlerowicz

PLoS ONE ◽  
2015 ◽  
Vol 10 (5) ◽  
pp. e0126120 ◽  
Author(s):  
Pamela T. Wong ◽  
Pascale R. Leroueil ◽  
Douglas M. Smith ◽  
Susan Ciotti ◽  
Anna U. Bielinska ◽  
...  

2018 ◽  
Vol 10 (6) ◽  
pp. 1991-2004 ◽  
Author(s):  
Evangelos Kiskinis ◽  
Joel M. Kralj ◽  
Peng Zou ◽  
Eli N. Weinstein ◽  
Hongkang Zhang ◽  
...  

2016 ◽  
Vol 9 (1) ◽  
Author(s):  
Stefano Campanaro ◽  
Laura Treu ◽  
Panagiotis G. Kougias ◽  
Davide De Francisci ◽  
Giorgio Valle ◽  
...  

Author(s):  
Johan O. L. Andreasson ◽  
Michael R. Gotrik ◽  
Michelle J. Wu ◽  
Hannah K. Wayment-Steele ◽  
Wipapat Kladwang ◽  
...  

AbstractInternet-based scientific communities promise a means to apply distributed, diverse human intelligence towards previously intractable scientific problems. However, current implementations have not allowed communities to propose experiments to test all emerging hypotheses at scale or to modify hypotheses in response to experiments. We report high-throughput methods for molecular characterization of nucleic acids that enable the large-scale videogame-based crowdsourcing of functional RNA sensor design, followed by high-throughput functional characterization. Iterative design testing of thousands of crowdsourced RNA sensor designs produced near-thermodynamically optimal and reversible RNA switches that act as self-contained molecular sensors and couple five distinct small molecule inputs to three distinct protein binding and fluorogenic outputs—results that surpass computational and expert-based design. This work represents a new paradigm for widely distributed experimental bioscience.One Sentence SummaryOnline community discovers standalone RNA sensors.


2013 ◽  
Vol 225 (03) ◽  
Author(s):  
R Jammal ◽  
S Emmrich ◽  
K Henke ◽  
J Kuipers ◽  
M Heuvel vd ◽  
...  

mSystems ◽  
2019 ◽  
Vol 4 (4) ◽  
Author(s):  
Zachary Armstrong ◽  
Feng Liu ◽  
Sam Kheirandish ◽  
Hong-Ming Chen ◽  
Keith Mewis ◽  
...  

ABSTRACT Functional metagenomics is a powerful tool for both the discovery and development of biocatalysts. This study presents the high-throughput functional screening of 22 large-insert fosmid libraries containing over 300,000 clones sourced from natural and engineered ecosystems, characterization of active clones, and a demonstration of the utility of recovered genes or gene cassettes in the development of novel biocatalysts. Screening was performed in a 384-well-plate format with the fluorogenic substrate 4-methylumbelliferyl cellobioside, which releases a fluorescent molecule when cleaved by β-glucosidases or cellulases. The resulting set of 164 active clones was subsequently interrogated for substrate preference, reaction mechanism, thermal stability, and optimal pH. The environmental DNA harbored within each active clone was sequenced, and functional annotation revealed a cornucopia of carbohydrate-degrading enzymes. Evaluation of genomic-context information revealed both synteny and polymer-targeting loci within a number of sequenced clones. The utility of these fosmids was then demonstrated by identifying clones encoding activity on an unnatural glycoside (4-methylumbelliferyl 6-azido-6-deoxy-β-d-galactoside) and transforming one of the identified enzymes into a glycosynthase capable of forming taggable disaccharides. IMPORTANCE The generation of new biocatalysts for plant biomass degradation and glycan synthesis has typically relied on the characterization and investigation of one or a few enzymes at a time. By coupling functional metagenomic screening and high-throughput functional characterization, we can progress beyond the current scale of catalyst discovery and provide rapid annotation of catalyst function. By functionally screening environmental DNA from many diverse sources, we have generated a suite of active glycoside hydrolase-containing clones and demonstrated their reaction parameters. We then demonstrated the utility of this collection through the generation of a new catalyst for the formation of azido-modified glycans. Further interrogation of this collection of clones will expand our biocatalytic toolbox, with potential application to biomass deconstruction and synthesis of glycans.


2016 ◽  
Vol 8 (2) ◽  
pp. 418-424 ◽  
Author(s):  
Samuel P. Askin ◽  
Thomas E. H. Bond ◽  
Patrick M. Schaeffer

Rapid functional characterization of GFP-tagged biotin protein ligase (BirA-GFP) with a high-throughput DSF-GTP assay.


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