Literature DB >> 15208272

An integrative biology approach for analysis of drug action in models of human vascular inflammation.

Eric J Kunkel1, Marlene Dea, Allen Ebens, Evangelos Hytopoulos, Jennifer Melrose, Dat Nguyen, Ken S Ota, Ivan Plavec, Yuker Wang, Susan R Watson, Eugene C Butcher, Ellen L Berg.   

Abstract

Unexpected drug activities discovered during clinical testing establish the need for better characterization of compounds in human disease-relevant conditions early in the discovery process. Here, we describe an approach to characterize drug function based on statistical analysis of protein expression datasets from multiple primary human cell-based models of inflammatory disease. This approach, termed Biologically Multiplexed Activity Profiling (BioMAP), provides rapid characterization of drug function, including mechanism of action, secondary or off-target activities, and insights into clinical phenomena. Using three model systems containing primary human endothelial cells and peripheral blood mononuclear cells in different environments relevant to vascular inflammation and immune activation, we show that BioMAP profiles detect and discriminate multiple functional drug classes, including glucocorticoids; TNF-alpha antagonists; and inhibitors of HMG-CoA reductase, calcineurin, IMPDH, PDE4, PI-3 kinase, hsp90, and p38 MAPK, among others. The ability of cholesterol lowering HMG-CoA reductase inhibitors (statins) to improve outcomes in rheumatic disease patients correlates with the activities of these compounds in our BioMAP assays. In addition, the activity profiles identified for the immunosuppressants mycophenolic acid, cyclosporin A, and FK-506 provide a potential explanation for a reduced incidence of posttransplant cardiovascular disease in patients receiving mycophenolic acid. BioMAP profiling can allow integration of meaningful human biology into drug development programs.

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Year:  2004        PMID: 15208272     DOI: 10.1096/fj.04-1538fje

Source DB:  PubMed          Journal:  FASEB J        ISSN: 0892-6638            Impact factor:   5.191


  16 in total

1.  A selective inhibitor reveals PI3Kγ dependence of T(H)17 cell differentiation.

Authors:  Giovanna Bergamini; Kathryn Bell; Satoko Shimamura; Thilo Werner; Andrew Cansfield; Katrin Müller; Jessica Perrin; Christina Rau; Katie Ellard; Carsten Hopf; Carola Doce; Daniel Leggate; Raffaella Mangano; Toby Mathieson; Alison O'Mahony; Ivan Plavec; Faiza Rharbaoui; Friedrich Reinhard; Mikhail M Savitski; Nigel Ramsden; Emilio Hirsch; Gerard Drewes; Oliver Rausch; Marcus Bantscheff; Gitte Neubauer
Journal:  Nat Chem Biol       Date:  2012-04-29       Impact factor: 15.040

2.  State-based discovery: a multidimensional screen for small-molecule modulators of EGF signaling.

Authors:  Mark Sevecka; Gavin MacBeath
Journal:  Nat Methods       Date:  2006-10       Impact factor: 28.547

3.  Phenotypic screening of the ToxCast chemical library to classify toxic and therapeutic mechanisms.

Authors:  Nicole C Kleinstreuer; Jian Yang; Ellen L Berg; Thomas B Knudsen; Ann M Richard; Matthew T Martin; David M Reif; Richard S Judson; Mark Polokoff; David J Dix; Robert J Kavlock; Keith A Houck
Journal:  Nat Biotechnol       Date:  2014-05-18       Impact factor: 54.908

Review 4.  Phenotypic drug discovery: recent successes, lessons learned and new directions.

Authors:  Fabien Vincent; Arsenio Nueda; Jonathan Lee; Monica Schenone; Marco Prunotto; Mark Mercola
Journal:  Nat Rev Drug Discov       Date:  2022-05-30       Impact factor: 112.288

5.  Drug discovery in psychiatric illness: mining for gold.

Authors:  Greg I Elmer; Neri Kafkafi
Journal:  Schizophr Bull       Date:  2009-03-18       Impact factor: 9.306

6.  Discovery of dual inhibitors of the immune cell PI3Ks p110delta and p110gamma: a prototype for new anti-inflammatory drugs.

Authors:  Olusegun Williams; Benjamin T Houseman; Eric J Kunkel; Brian Aizenstein; Randy Hoffman; Zachary A Knight; Kevan M Shokat
Journal:  Chem Biol       Date:  2010-02-26

7.  Elucidating mechanisms of toxicity using phenotypic data from primary human cell systems--a chemical biology approach for thrombosis-related side effects.

Authors:  Ellen L Berg; Mark A Polokoff; Alison O'Mahony; Dat Nguyen; Xitong Li
Journal:  Int J Mol Sci       Date:  2015-01-05       Impact factor: 5.923

8.  Computational systems biology in cancer: modeling methods and applications.

Authors:  Wayne Materi; David S Wishart
Journal:  Gene Regul Syst Bio       Date:  2007-09-17

9.  Iron behaving badly: inappropriate iron chelation as a major contributor to the aetiology of vascular and other progressive inflammatory and degenerative diseases.

Authors:  Douglas B Kell
Journal:  BMC Med Genomics       Date:  2009-01-08       Impact factor: 3.063

10.  Regulation of IL-17A production is distinct from IL-17F in a primary human cell co-culture model of T cell-mediated B cell activation.

Authors:  Andrew C Melton; Jennifer Melrose; Liisa Alajoki; Sylvie Privat; Hannah Cho; Naomi Brown; Ana Marija Plavec; Dat Nguyen; Elijah D Johnston; Jian Yang; Mark A Polokoff; Ivan Plavec; Ellen L Berg; Alison O'Mahony
Journal:  PLoS One       Date:  2013-03-07       Impact factor: 3.240

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