» Articles » PMID: 24992097

Functional Genomics Platform for Pooled Screening and Generation of Mammalian Genetic Interaction Maps

Overview
Journal Nat Protoc
Specialties Biology
Pathology
Science
Date 2014 Jul 4
PMID 24992097
Citations 47
Authors
Affiliations
Soon will be listed here.
Abstract

Systematic genetic interaction maps in microorganisms are powerful tools for identifying functional relationships between genes and for defining the function of uncharacterized genes. We have recently implemented this strategy in mammalian cells as a two-stage approach. First, genes of interest are robustly identified in a pooled genome-wide screen using complex shRNA libraries. Second, phenotypes for all pairwise combinations of 'hit' genes are measured in a double-shRNA screen and used to construct a genetic interaction map. Our protocol allows for rapid pooled screening under various conditions without a requirement for robotics, in contrast to arrayed approaches. Each round of screening can be implemented in ∼2 weeks, with additional time for analysis and generation of reagents. We discuss considerations for screen design, and we present complete experimental procedures, as well as a full computational analysis suite for the identification of hits in pooled screens and generation of genetic interaction maps. Although the protocol outlined here was developed for our original shRNA-based approach, it can be applied more generally, including to CRISPR-based approaches.

Citing Articles

NERINE reveals rare variant associations in gene networks across multiple phenotypes and implicates an subnetwork in Parkinson's disease.

Nazeen S, Wang X, Morrow A, Strom R, Ethier E, Ritter D bioRxiv. 2025; .

PMID: 39829934 PMC: 11741352. DOI: 10.1101/2025.01.07.631688.


CRISPRi-based screens in iAssembloids to elucidate neuron-glia interactions.

Li E, Benitez C, Boggess S, Koontz M, Rose I, Martinez D Neuron. 2025; 113(5):701-718.e8.

PMID: 39814010 PMC: 11886924. DOI: 10.1016/j.neuron.2024.12.016.


A multiomics approach reveals RNA dynamics promote cellular sensitivity to DNA hypomethylation.

Ge A, Arab A, Dai R, Navickas A, Fish L, Garcia K Sci Rep. 2024; 14(1):25940.

PMID: 39472491 PMC: 11522420. DOI: 10.1038/s41598-024-77314-9.


Potential promising of synthetic lethality in cancer research and treatment.

Karami Fath M, Najafiyan B, Morovatshoar R, Khorsandi M, Dashtizadeh A, Kiani A Naunyn Schmiedebergs Arch Pharmacol. 2024; 398(2):1403-1431.

PMID: 39305329 DOI: 10.1007/s00210-024-03444-6.


An engineered trafficking biosensor reveals a role for DNAJC13 in DOR downregulation.

Novy B, Dagunts A, Weishaar T, Holland E, Adoff H, Hutchinson E Nat Chem Biol. 2024; 21(3):360-370.

PMID: 39223388 PMC: 11867885. DOI: 10.1038/s41589-024-01705-2.


References
1.
Schuldiner M, Collins S, Thompson N, Denic V, Bhamidipati A, Punna T . Exploration of the function and organization of the yeast early secretory pathway through an epistatic miniarray profile. Cell. 2005; 123(3):507-19. DOI: 10.1016/j.cell.2005.08.031. View

2.
Laufer C, Fischer B, Billmann M, Huber W, Boutros M . Mapping genetic interactions in human cancer cells with RNAi and multiparametric phenotyping. Nat Methods. 2013; 10(5):427-31. DOI: 10.1038/nmeth.2436. View

3.
Cheung H, Cowley G, Weir B, Boehm J, Rusin S, Scott J . Systematic investigation of genetic vulnerabilities across cancer cell lines reveals lineage-specific dependencies in ovarian cancer. Proc Natl Acad Sci U S A. 2011; 108(30):12372-7. PMC: 3145679. DOI: 10.1073/pnas.1109363108. View

4.
Langmead B, Trapnell C, Pop M, Salzberg S . Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol. 2009; 10(3):R25. PMC: 2690996. DOI: 10.1186/gb-2009-10-3-r25. View

5.
Shalem O, Sanjana N, Hartenian E, Shi X, Scott D, Mikkelson T . Genome-scale CRISPR-Cas9 knockout screening in human cells. Science. 2013; 343(6166):84-87. PMC: 4089965. DOI: 10.1126/science.1247005. View