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Series GSE135717 Query DataSets for GSE135717
Status Public on Sep 30, 2019
Title An Improved Platform for Functional Assessment of Large Protein Libraries in Mammalian Cells
Organisms Escherichia coli; Homo sapiens
Experiment type Other
Summary Multiplex genetic assays can simultaneously test thousands of genetic variants for a property of interest. However, limitations of existing multiplex assay methods in cultured mammalian cells hinder the breadth, speed, and scale of these experiments. Here, we describe a series of improvements that greatly enhance the capabilities of a Bxb1 recombinase-based landing pad system for conducting different types of multiplex genetic assays in various mammalian cell lines. We incorporate the landing pad into a lentiviral vector, easing the process of generating new landing pad cell lines. We also develop several new landing pad versions, including one where the Bxb1 recombinase is expressed from the landing pad itself, improving recombination efficiency more than 2-fold and permitting rapid prototyping of transgenic constructs. Other versions incorporate positive and negative selection markers that enable drug-based enrichment of recombinant cells, enabling the use of larger libraries and reducing costs. A version with dual convergent promoters allows enrichment of recombinant cells independent of transgene expression, permitting the assessment of libraries of transgenes that perturb cell growth and survival. Finally, we demonstrate these improvements by assessing the effects of a combinatorial library of oncogenes and tumor suppressors on cell growth. Collectively, these advancements make multiplex genetic assays in diverse cultured cell lines easier, cheaper and more effective, facilitating future studies probing how proteins impact cell function, using transgenic variant libraries tested individually or in combination.
 
Overall design We created a molecular cloning framework that allows for combinatorial barcoding, expression, and sequencing of two distinct transgenes separated by a 2A element. Each transgene in each position was given a 16 nucleotide identifier sequence, separated by a 20 nucleotide constant region. Each 16 nucleotide identifier was composed of eight nucleotides of known sequence serving as a transgene identifier, flanked on either side by four degenerate nucleotides serving as unique plasmid identifier sequences. The plasmid preparation was sequenced in two seperate instances. We recombined the library into LLP-rEF1α cells (Fig 3a) and grew the cells for two weeks, enricheding recombined cells to ~40%. Genomic DNA was extracted from each cell pellet, and recombined plasmid barcodes were amplified and sequenced at high throughput. We performed a total of eight replicate experiments from two independent recombinations.
 
Contributor(s) Matreyek KA, Fowler DM
Citation(s) 31612958
NIH grant(s)
Grant ID Grant title Affiliation Name
R01 GM109110 Large-Scale Methods for Assessing the Consequences of Mutations in Proteins UNIVERSITY OF WASHINGTON Douglas M Fowler
RM1 HG010461 Center for the Multiplexed Assessment of Phenotype UNIVERSITY OF WASHINGTON Douglas M Fowler
T32 CA080416 Interdisciplinary Training in Cancer Research UNIVERSITY OF WASHINGTON BARRY L. STODDARD
F30 CA236335 Dissecting the role of PTEN in human disease by testing the effects of thousands of variants on multiple cellular phenotypes UNIVERSITY OF WASHINGTON Nicholas Hasle
Submission date Aug 12, 2019
Last update date Dec 30, 2019
Contact name Kenneth Matreyek
E-mail(s) Kenneth.Matreyek@Case.edu
Organization name Case Western Reserve University
Department Pathology
Lab Matreyek
Street address 2103 Cornell Rd
City Cleveland
State/province OH
ZIP/Postal code 44106
Country USA
 
Platforms (2)
GPL18573 Illumina NextSeq 500 (Homo sapiens)
GPL21222 Illumina NextSeq 500 (Escherichia coli)
Samples (10)
GSM4026870 Combinatorial_library_cells_rep1
GSM4026871 Combinatorial_library_cells_rep2
GSM4026872 Combinatorial_library_cells_rep3
Relations
BioProject PRJNA559843
SRA SRP218109

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Supplementary file Size Download File type/resource
GSE135717_Combination_indices.csv.gz 446 b (ftp)(http) CSV
GSE135717_Enrichment_scores.csv.gz 22.8 Kb (ftp)(http) CSV
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Raw data are available in SRA
Processed data are available on Series record

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