Literature DB >> 22860749

Functional genomic and high-content screening for target discovery and deconvolution.

Susanne Heynen-Genel1, Lars Pache, Sumit K Chanda, Jonathan Rosen.   

Abstract

INTRODUCTION: Functional genomic screens apply knowledge gained from the sequencing of the human genome toward rapid methods of identifying genes involved in cellular function based on a specific phenotype. This approach has been made possible through advances in both molecular biology and automation. The utility of this approach has been further enhanced through the application of image-based high-content screening: an automated microscopy and quantitative image analysis platform. These approaches can significantly enhance the acquisition of novel targets for drug discovery. AREAS COVERED: Both the utility and potential issues associated with functional genomic screening approaches are discussed in this review, along with examples that illustrate both. The considerations for high-content screening applied to functional genomics are also presented. EXPERT OPINION: Functional genomic screening and high-content screening are extremely useful in the identification of new drug targets. However, the technical, experimental, and computational parameters have an enormous influence on the results. Thus, although new targets are identified, caution should be applied to the interpretation of screening data in isolation. Genomic screens should be viewed as an integral component of a target identification campaign that requires both the acquisition of orthogonal data, as well as a rigorous validation strategy.

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Year:  2012        PMID: 22860749      PMCID: PMC3954969          DOI: 10.1517/17460441.2012.711311

Source DB:  PubMed          Journal:  Expert Opin Drug Discov        ISSN: 1746-0441            Impact factor:   6.098


  66 in total

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Authors:  Patrick J Paddison; Amy A Caudy; Emily Bernstein; Gregory J Hannon; Douglas S Conklin
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2.  Common seed analysis to identify off-target effects in siRNA screens.

Authors:  Shane Marine; Amit Bahl; Marc Ferrer; Eugen Buehler
Journal:  J Biomol Screen       Date:  2011-11-15

3.  A functional genomics approach to the mode of action of apratoxin A.

Authors:  Hendrik Luesch; Sumit K Chanda; R Marina Raya; Paul D DeJesus; Anthony P Orth; John R Walker; Juan Carlos Izpisúa Belmonte; Peter G Schultz
Journal:  Nat Chem Biol       Date:  2006-02-12       Impact factor: 15.040

4.  Potent and specific genetic interference by double-stranded RNA in Caenorhabditis elegans.

Authors:  A Fire; S Xu; M K Montgomery; S A Kostas; S E Driver; C C Mello
Journal:  Nature       Date:  1998-02-19       Impact factor: 49.962

5.  Generation and initial analysis of more than 15,000 full-length human and mouse cDNA sequences.

Authors:  Robert L Strausberg; Elise A Feingold; Lynette H Grouse; Jeffery G Derge; Richard D Klausner; Francis S Collins; Lukas Wagner; Carolyn M Shenmen; Gregory D Schuler; Stephen F Altschul; Barry Zeeberg; Kenneth H Buetow; Carl F Schaefer; Narayan K Bhat; Ralph F Hopkins; Heather Jordan; Troy Moore; Steve I Max; Jun Wang; Florence Hsieh; Luda Diatchenko; Kate Marusina; Andrew A Farmer; Gerald M Rubin; Ling Hong; Mark Stapleton; M Bento Soares; Maria F Bonaldo; Tom L Casavant; Todd E Scheetz; Michael J Brownstein; Ted B Usdin; Shiraki Toshiyuki; Piero Carninci; Christa Prange; Sam S Raha; Naomi A Loquellano; Garrick J Peters; Rick D Abramson; Sara J Mullahy; Stephanie A Bosak; Paul J McEwan; Kevin J McKernan; Joel A Malek; Preethi H Gunaratne; Stephen Richards; Kim C Worley; Sarah Hale; Angela M Garcia; Laura J Gay; Stephen W Hulyk; Debbie K Villalon; Donna M Muzny; Erica J Sodergren; Xiuhua Lu; Richard A Gibbs; Jessica Fahey; Erin Helton; Mark Ketteman; Anuradha Madan; Stephanie Rodrigues; Amy Sanchez; Michelle Whiting; Anup Madan; Alice C Young; Yuriy Shevchenko; Gerard G Bouffard; Robert W Blakesley; Jeffrey W Touchman; Eric D Green; Mark C Dickson; Alex C Rodriguez; Jane Grimwood; Jeremy Schmutz; Richard M Myers; Yaron S N Butterfield; Martin I Krzywinski; Ursula Skalska; Duane E Smailus; Angelique Schnerch; Jacqueline E Schein; Steven J M Jones; Marco A Marra
Journal:  Proc Natl Acad Sci U S A       Date:  2002-12-11       Impact factor: 11.205

6.  Phenotypic profiling of the human genome by time-lapse microscopy reveals cell division genes.

Authors:  Beate Neumann; Thomas Walter; Jean-Karim Hériché; Jutta Bulkescher; Holger Erfle; Christian Conrad; Phill Rogers; Ina Poser; Michael Held; Urban Liebel; Cihan Cetin; Frank Sieckmann; Gregoire Pau; Rolf Kabbe; Annelie Wünsche; Venkata Satagopam; Michael H A Schmitz; Catherine Chapuis; Daniel W Gerlich; Reinhard Schneider; Roland Eils; Wolfgang Huber; Jan-Michael Peters; Anthony A Hyman; Richard Durbin; Rainer Pepperkok; Jan Ellenberg
Journal:  Nature       Date:  2010-04-01       Impact factor: 49.962

7.  Genome-wide RNAi screen identifies human host factors crucial for influenza virus replication.

Authors:  Alexander Karlas; Nikolaus Machuy; Yujin Shin; Klaus-Peter Pleissner; Anita Artarini; Dagmar Heuer; Daniel Becker; Hany Khalil; Lesley A Ogilvie; Simone Hess; André P Mäurer; Elke Müller; Thorsten Wolff; Thomas Rudel; Thomas F Meyer
Journal:  Nature       Date:  2010-01-17       Impact factor: 49.962

8.  The cytoplasmic body component TRIM5alpha restricts HIV-1 infection in Old World monkeys.

Authors:  Matthew Stremlau; Christopher M Owens; Michel J Perron; Michael Kiessling; Patrick Autissier; Joseph Sodroski
Journal:  Nature       Date:  2004-02-26       Impact factor: 49.962

9.  A whole genome screen for HIV restriction factors.

Authors:  Li Liu; Nidia M M Oliveira; Kelly M Cheney; Corinna Pade; Hanna Dreja; Ann-Marie H Bergin; Viola Borgdorff; David H Beach; Cleo L Bishop; Matthias T Dittmar; Aine McKnight
Journal:  Retrovirology       Date:  2011-11-14       Impact factor: 4.602

Review 10.  Host cell factors in HIV replication: meta-analysis of genome-wide studies.

Authors:  Frederic D Bushman; Nirav Malani; Jason Fernandes; Iván D'Orso; Gerard Cagney; Tracy L Diamond; Honglin Zhou; Daria J Hazuda; Amy S Espeseth; Renate König; Sourav Bandyopadhyay; Trey Ideker; Stephen P Goff; Nevan J Krogan; Alan D Frankel; John A T Young; Sumit K Chanda
Journal:  PLoS Pathog       Date:  2009-05-29       Impact factor: 6.823

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  8 in total

Review 1.  The Road Less Traveled: HIV's Use of Alternative Routes through Cellular Pathways.

Authors:  Ailie Marx; Akram Alian
Journal:  J Virol       Date:  2015-03-11       Impact factor: 5.103

Review 2.  Bridging Glycomics and Genomics: New Uses of Functional Genetics in the Study of Cellular Glycosylation.

Authors:  Natalie Stewart; Simon Wisnovsky
Journal:  Front Mol Biosci       Date:  2022-06-16

3.  Integration of FRET and sequencing to engineer kinase biosensors from mammalian cell libraries.

Authors:  Longwei Liu; Praopim Limsakul; Xianhui Meng; Yan Huang; Reed E S Harrison; Tse-Shun Huang; Yiwen Shi; Yiyan Yu; Krit Charupanit; Sheng Zhong; Shaoying Lu; Jin Zhang; Shu Chien; Jie Sun; Yingxiao Wang
Journal:  Nat Commun       Date:  2021-08-19       Impact factor: 14.919

4.  High-Content Image-Based Single-Cell Phenotypic Analysis for the Testicular Toxicity Prediction Induced by Bisphenol A and Its Analogs Bisphenol S, Bisphenol AF, and Tetrabromobisphenol A in a Three-Dimensional Testicular Cell Co-culture Model.

Authors:  Lei Yin; Jacob Steven Siracusa; Emily Measel; Xueling Guan; Clayton Edenfield; Shenxuan Liang; Xiaozhong Yu
Journal:  Toxicol Sci       Date:  2020-02-01       Impact factor: 4.849

5.  Simultaneous analysis of large-scale RNAi screens for pathogen entry.

Authors:  Pauli Rämö; Anna Drewek; Cécile Arrieumerlou; Niko Beerenwinkel; Houchaima Ben-Tekaya; Bettina Cardel; Alain Casanova; Raquel Conde-Alvarez; Pascale Cossart; Gábor Csúcs; Simone Eicher; Mario Emmenlauer; Urs Greber; Wolf-Dietrich Hardt; Ari Helenius; Christoph Kasper; Andreas Kaufmann; Saskia Kreibich; Andreas Kühbacher; Peter Kunszt; Shyan Huey Low; Jason Mercer; Daria Mudrak; Simone Muntwiler; Lucas Pelkmans; Javier Pizarro-Cerdá; Michael Podvinec; Eva Pujadas; Bernd Rinn; Vincent Rouilly; Fabian Schmich; Juliane Siebourg-Polster; Berend Snijder; Michael Stebler; Gabriel Studer; Ewa Szczurek; Matthias Truttmann; Christian von Mering; Andreas Vonderheit; Artur Yakimovich; Peter Bühlmann; Christoph Dehio
Journal:  BMC Genomics       Date:  2014-12-22       Impact factor: 3.969

6.  Workflow for high-content, individual cell quantification of fluorescent markers from universal microscope data, supported by open source software.

Authors:  Simon R Stockwell; Sibylle Mittnacht
Journal:  J Vis Exp       Date:  2014-12-16       Impact factor: 1.355

7.  Fast intelligent cell phenotyping for high-throughput optofluidic time-stretch microscopy based on the XGBoost algorithm.

Authors:  Wanyue Zhao; Yingxue Guo; Sigang Yang; Minghua Chen; Hongwei Chen
Journal:  J Biomed Opt       Date:  2020-06       Impact factor: 3.170

8.  Label-free detection of cellular drug responses by high-throughput bright-field imaging and machine learning.

Authors:  Hirofumi Kobayashi; Cheng Lei; Yi Wu; Ailin Mao; Yiyue Jiang; Baoshan Guo; Yasuyuki Ozeki; Keisuke Goda
Journal:  Sci Rep       Date:  2017-09-29       Impact factor: 4.379

  8 in total

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