Literature DB >> 26575241

Functional genomics to uncover drug mechanism of action.

Sebastian M B Nijman1,2,3.   

Abstract

The upswing in US Food and Drug Administration and European Medicines Agency drug approvals in 2014 may have marked an end to the dry spell that has troubled the pharmaceutical industry over the past decade. Regardless, the attrition rate of drugs in late clinical phases remains high, and a lack of target validation has been highlighted as an explanation. This has led to a resurgence in appreciation of phenotypic drug screens, as these may be more likely to yield compounds with relevant modes of action. However, cell-based screening approaches do not directly reveal cellular targets, and hence target deconvolution and a detailed understanding of drug action are needed for efficient lead optimization and biomarker development. Here, recently developed functional genomics technologies that address this need are reviewed. The approaches pioneered in model organisms, particularly in yeast, and more recently adapted to mammalian systems are discussed. Finally, areas of particular interest and directions for future tool development are highlighted.

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Year:  2015        PMID: 26575241     DOI: 10.1038/nchembio.1963

Source DB:  PubMed          Journal:  Nat Chem Biol        ISSN: 1552-4450            Impact factor:   15.040


  96 in total

1.  Phenotypic landscape of a bacterial cell.

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Journal:  Cell       Date:  2010-12-23       Impact factor: 41.582

2.  Exploring the mode-of-action of bioactive compounds by chemical-genetic profiling in yeast.

Authors:  Ainslie B Parsons; Andres Lopez; Inmar E Givoni; David E Williams; Christopher A Gray; Justin Porter; Gordon Chua; Richelle Sopko; Renee L Brost; Cheuk-Hei Ho; Jiyi Wang; Troy Ketela; Charles Brenner; Julie A Brill; G Esteban Fernandez; Todd C Lorenz; Gregory S Payne; Satoru Ishihara; Yoshikazu Ohya; Brenda Andrews; Timothy R Hughes; Brendan J Frey; Todd R Graham; Raymond J Andersen; Charles Boone
Journal:  Cell       Date:  2006-08-11       Impact factor: 41.582

3.  A haploid genetic screen identifies the major facilitator domain containing 2A (MFSD2A) transporter as a key mediator in the response to tunicamycin.

Authors:  Jan H Reiling; Clary B Clish; Jan E Carette; Malini Varadarajan; Thijn R Brummelkamp; David M Sabatini
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-15       Impact factor: 11.205

Review 4.  High-throughput functional genomics using CRISPR-Cas9.

Authors:  Ophir Shalem; Neville E Sanjana; Feng Zhang
Journal:  Nat Rev Genet       Date:  2015-04-09       Impact factor: 53.242

5.  Genomic profiling of drug sensitivities via induced haploinsufficiency.

Authors:  G Giaever; D D Shoemaker; T W Jones; H Liang; E A Winzeler; A Astromoff; R W Davis
Journal:  Nat Genet       Date:  1999-03       Impact factor: 38.330

6.  Targets for cell cycle arrest by the immunosuppressant rapamycin in yeast.

Authors:  J Heitman; N R Movva; M N Hall
Journal:  Science       Date:  1991-08-23       Impact factor: 47.728

7.  A molecular barcoded yeast ORF library enables mode-of-action analysis of bioactive compounds.

Authors:  Cheuk Hei Ho; Leslie Magtanong; Sarah L Barker; David Gresham; Shinichi Nishimura; Paramasivam Natarajan; Judice L Y Koh; Justin Porter; Christopher A Gray; Raymond J Andersen; Guri Giaever; Corey Nislow; Brenda Andrews; David Botstein; Todd R Graham; Minoru Yoshida; Charles Boone
Journal:  Nat Biotechnol       Date:  2009-04-06       Impact factor: 54.908

8.  Using transcriptome sequencing to identify mechanisms of drug action and resistance.

Authors:  Sarah A Wacker; Benjamin R Houghtaling; Olivier Elemento; Tarun M Kapoor
Journal:  Nat Chem Biol       Date:  2012-02-12       Impact factor: 15.040

9.  Generation of haploid embryonic stem cells from Macaca fascicularis monkey parthenotes.

Authors:  Hui Yang; Zhen Liu; Yu Ma; Cuiqing Zhong; Qi Yin; Chikai Zhou; Linyu Shi; Yijun Cai; Hanzhi Zhao; Hui Wang; Fan Tang; Yan Wang; Chenchen Zhang; Xin-Yuan Liu; Dongmei Lai; Ying Jin; Qiang Sun; Jinsong Li
Journal:  Cell Res       Date:  2013-07-16       Impact factor: 25.617

10.  Megabase-scale deletion using CRISPR/Cas9 to generate a fully haploid human cell line.

Authors:  Patrick Essletzbichler; Tomasz Konopka; Federica Santoro; Doris Chen; Bianca V Gapp; Robert Kralovics; Thijn R Brummelkamp; Sebastian M B Nijman; Tilmann Bürckstümmer
Journal:  Genome Res       Date:  2014-11-04       Impact factor: 9.043

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  32 in total

Review 1.  Advances in targeting 'undruggable' transcription factors with small molecules.

Authors:  Matthew J Henley; Angela N Koehler
Journal:  Nat Rev Drug Discov       Date:  2021-05-18       Impact factor: 84.694

Review 2.  Opportunities and challenges in phenotypic drug discovery: an industry perspective.

Authors:  John G Moffat; Fabien Vincent; Jonathan A Lee; Jörg Eder; Marco Prunotto
Journal:  Nat Rev Drug Discov       Date:  2017-07-07       Impact factor: 84.694

Review 3.  Applications of chemogenomic library screening in drug discovery.

Authors:  Lyn H Jones; Mark E Bunnage
Journal:  Nat Rev Drug Discov       Date:  2017-01-20       Impact factor: 84.694

4.  Systematic Immunotherapy Target Discovery Using Genome-Scale In Vivo CRISPR Screens in CD8 T Cells.

Authors:  Matthew B Dong; Guangchuan Wang; Ryan D Chow; Lupeng Ye; Lvyun Zhu; Xiaoyun Dai; Jonathan J Park; Hyunu R Kim; Youssef Errami; Christopher D Guzman; Xiaoyu Zhou; Krista Y Chen; Paul A Renauer; Yaying Du; Johanna Shen; Stanley Z Lam; Jingjia J Zhou; Donald R Lannin; Roy S Herbst; Sidi Chen
Journal:  Cell       Date:  2019-08-22       Impact factor: 41.582

Review 5.  High-content drug screening for rare diseases.

Authors:  F Bellomo; D L Medina; E De Leo; A Panarella; F Emma
Journal:  J Inherit Metab Dis       Date:  2017-06-07       Impact factor: 4.982

6.  CRISPR/CAS9-based DNA damage response screens reveal gene-drug interactions.

Authors:  Dan Su; Xu Feng; Medina Colic; Yunfei Wang; Chunchao Zhang; Chao Wang; Mengfan Tang; Traver Hart; Junjie Chen
Journal:  DNA Repair (Amst)       Date:  2020-01-16

7.  NMR-Based Activity Assays for Determining Compound Inhibition, IC50 Values, Artifactual Activity, and Whole-Cell Activity of Nucleoside Ribohydrolases.

Authors:  Brian J Stockman; Abinash Kaur; Julia K Persaud; Maham Mahmood; Samantha F Thuilot; Melissa B Emilcar; Madison Canestrari; Juliana A Gonzalez; Shannon Auletta; Vital Sapojnikov; Wagma Caravan; Samantha N Muellers
Journal:  J Vis Exp       Date:  2019-06-30       Impact factor: 1.355

8.  Gain- and Loss-of-Function Screens Coupled to Next-Generation Sequencing for Antibiotic Mode of Action and Resistance Studies in Streptococcus pneumoniae.

Authors:  Hélène Gingras; Kévin Patron; Arijit Bhattacharya; Philippe Leprohon; Marc Ouellette
Journal:  Antimicrob Agents Chemother       Date:  2019-04-25       Impact factor: 5.191

9.  Phenotypic Screening of Chemical Libraries Enriched by Molecular Docking to Multiple Targets Selected from Glioblastoma Genomic Data.

Authors:  David Xu; Donghui Zhou; Khuchtumur Bum-Erdene; Barbara J Bailey; Kamakshi Sishtla; Sheng Liu; Jun Wan; Uma K Aryal; Jonathan A Lee; Clark D Wells; Melissa L Fishel; Timothy W Corson; Karen E Pollok; Samy O Meroueh
Journal:  ACS Chem Biol       Date:  2020-05-21       Impact factor: 5.100

Review 10.  Turning liabilities into opportunities: Off-target based drug repurposing in cancer.

Authors:  Vinayak Palve; Yi Liao; Lily L Remsing Rix; Uwe Rix
Journal:  Semin Cancer Biol       Date:  2020-02-07       Impact factor: 15.707

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