Literature DB >> 24361645

Phenotypic profiling of Raf inhibitors and mitochondrial toxicity in 3D tissue using biodynamic imaging.

Ran An1, Dan Merrill, Larisa Avramova, Jennifer Sturgis, Maria Tsiper, J Paul Robinson, John Turek, David D Nolte.   

Abstract

The existence of phenotypic differences in the drug responses of 3D tissue relative to 2D cell culture is a concern in high-content drug screening. Biodynamic imaging is an emerging technology that probes 3D tissue using short-coherence dynamic light scattering to measure the intracellular motions inside tissues in their natural microenvironments. The information content of biodynamic imaging is displayed through tissue dynamics spectroscopy (TDS) but has not previously been correlated against morphological image analysis of 2D cell culture. In this article, a set of mitochondria-affecting compounds (FCCP, valinomycin, nicardipine, ionomycin) and Raf kinase inhibitors (PLX4032, PLX4720, GDC, and sorafenib) are applied to multicellular tumor spheroids from two colon adenocarcinoma cell lines (HT-29 and DLD-1). These were screened by TDS and then compared against conventional image-based high-content analysis (HCA). The responses to the Raf inhibitors PLX4032 and PLX4720 are grouped separately by cell line, reflecting the Braf/Kras difference in these cell lines. There is a correlation between TDS and HCA phenotypic clustering for most cases, which demonstrates the ability of dynamic measurements to capture phenotypic responses to drugs. However, there are significant 2D versus 3D phenotypic differences exhibited by several of the drugs/cell lines.

Entities:  

Keywords:  cell-based assays; imaging technologies; label-free technologies; phenotypic drug discovery

Mesh:

Substances:

Year:  2013        PMID: 24361645      PMCID: PMC4028716          DOI: 10.1177/1087057113516674

Source DB:  PubMed          Journal:  J Biomol Screen        ISSN: 1087-0571


  33 in total

1.  Time-dependent speckle in holographic optical coherence imaging and the health of tumor tissue.

Authors:  P Yu; L Peng; M Mustata; J J Turek; M R Melloch; D D Nolte
Journal:  Opt Lett       Date:  2004-01-01       Impact factor: 3.776

Review 2.  Microscopic imaging techniques for drug discovery.

Authors:  Andrew Bullen
Journal:  Nat Rev Drug Discov       Date:  2008-01       Impact factor: 84.694

Review 3.  Multi-parameter phenotypic profiling: using cellular effects to characterize small-molecule compounds.

Authors:  Yan Feng; Timothy J Mitchison; Andreas Bender; Daniel W Young; John A Tallarico
Journal:  Nat Rev Drug Discov       Date:  2009-07       Impact factor: 84.694

Review 4.  How were new medicines discovered?

Authors:  David C Swinney; Jason Anthony
Journal:  Nat Rev Drug Discov       Date:  2011-06-24       Impact factor: 84.694

5.  Poor survival associated with the BRAF V600E mutation in microsatellite-stable colon cancers.

Authors:  Wade S Samowitz; Carol Sweeney; Jennifer Herrick; Hans Albertsen; Theodore R Levin; Maureen A Murtaugh; Roger K Wolff; Martha L Slattery
Journal:  Cancer Res       Date:  2005-07-15       Impact factor: 12.701

6.  The RAF inhibitor PLX4032 inhibits ERK signaling and tumor cell proliferation in a V600E BRAF-selective manner.

Authors:  Eric W Joseph; Christine A Pratilas; Poulikos I Poulikakos; Madhavi Tadi; Weiqing Wang; Barry S Taylor; Ensar Halilovic; Yogindra Persaud; Feng Xing; Agnes Viale; James Tsai; Paul B Chapman; Gideon Bollag; David B Solit; Neal Rosen
Journal:  Proc Natl Acad Sci U S A       Date:  2010-07-28       Impact factor: 11.205

7.  Antitumor efficacy of the novel RAF inhibitor GDC-0879 is predicted by BRAFV600E mutational status and sustained extracellular signal-regulated kinase/mitogen-activated protein kinase pathway suppression.

Authors:  Klaus P Hoeflich; Sylvia Herter; Janet Tien; Leo Wong; Leanne Berry; Jocelyn Chan; Carol O'Brien; Zora Modrusan; Somasekar Seshagiri; Mark Lackner; Howard Stern; Edna Choo; Lesley Murray; Lori S Friedman; Marcia Belvin
Journal:  Cancer Res       Date:  2009-03-10       Impact factor: 12.701

8.  Proteomic analysis reveals differences in protein expression in spheroid versus monolayer cultures of low-passage colon carcinoma cells.

Authors:  Lars Gaedtke; Lilja Thoenes; Carsten Culmsee; Barbara Mayer; Ernst Wagner
Journal:  J Proteome Res       Date:  2007-10-06       Impact factor: 4.466

9.  Mutations of the BRAF gene in human cancer.

Authors:  Helen Davies; Graham R Bignell; Charles Cox; Philip Stephens; Sarah Edkins; Sheila Clegg; Jon Teague; Hayley Woffendin; Mathew J Garnett; William Bottomley; Neil Davis; Ed Dicks; Rebecca Ewing; Yvonne Floyd; Kristian Gray; Sarah Hall; Rachel Hawes; Jaime Hughes; Vivian Kosmidou; Andrew Menzies; Catherine Mould; Adrian Parker; Claire Stevens; Stephen Watt; Steven Hooper; Rebecca Wilson; Hiran Jayatilake; Barry A Gusterson; Colin Cooper; Janet Shipley; Darren Hargrave; Katherine Pritchard-Jones; Norman Maitland; Georgia Chenevix-Trench; Gregory J Riggins; Darell D Bigner; Giuseppe Palmieri; Antonio Cossu; Adrienne Flanagan; Andrew Nicholson; Judy W C Ho; Suet Y Leung; Siu T Yuen; Barbara L Weber; Hilliard F Seigler; Timothy L Darrow; Hugh Paterson; Richard Marais; Christopher J Marshall; Richard Wooster; Michael R Stratton; P Andrew Futreal
Journal:  Nature       Date:  2002-06-09       Impact factor: 49.962

Review 10.  Experimental anti-tumor therapy in 3-D: spheroids--old hat or new challenge?

Authors:  Juergen Friedrich; Reinhard Ebner; Leoni A Kunz-Schughart
Journal:  Int J Radiat Biol       Date:  2007 Nov-Dec       Impact factor: 2.694

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  12 in total

1.  Intracellular Doppler Spectroscopy detects altered drug response in SKOV3 tumor spheroids with silenced or inhibited P-glycoprotein.

Authors:  Gayatri Narayanan; Dan Merrill; Ran An; David D Nolte; John J Turek
Journal:  Biochem Biophys Res Commun       Date:  2019-05-15       Impact factor: 3.575

2.  Biodynamic imaging of live porcine oocytes, zygotes and blastocysts for viability assessment in assisted reproductive technologies.

Authors:  Ran An; Chunmin Wang; John Turek; Zoltan Machaty; David D Nolte
Journal:  Biomed Opt Express       Date:  2015-02-25       Impact factor: 3.732

3.  Machine Learning with Optical Phase Signatures for Phenotypic Profiling of Cell Lines.

Authors:  Van K Lam; Thanh Nguyen; Thuc Phan; Byung-Min Chung; George Nehmetallah; Christopher B Raub
Journal:  Cytometry A       Date:  2019-04-22       Impact factor: 4.355

4.  Volumetric growth tracking of patient-derived cancer organoids using optical coherence tomography.

Authors:  Daniel A Gil; Dustin A Deming; Melissa C Skala
Journal:  Biomed Opt Express       Date:  2021-06-03       Impact factor: 3.732

5.  Inverse-power-law behavior of cellular motility reveals stromal-epithelial cell interactions in 3D co-culture by OCT fluctuation spectroscopy.

Authors:  Amy L Oldenburg; Xiao Yu; Thomas Gilliss; Oluwafemi Alabi; Russell M Taylor; Melissa A Troester
Journal:  Optica       Date:  2015-10-09       Impact factor: 11.104

6.  Biodynamic digital holography of chemoresistance in a pre-clinical trial of canine B-cell lymphoma.

Authors:  Honggu Choi; Zhe Li; Hao Sun; Dan Merrill; John Turek; Michael Childress; David Nolte
Journal:  Biomed Opt Express       Date:  2018-04-17       Impact factor: 3.732

7.  Predictive value of ex vivo biodynamic imaging in determining response to chemotherapy in dogs with spontaneous non-Hodgkin's lymphomas: a preliminary study.

Authors:  D D Nolte; M O Childress; M R Custead; R An; J J Turek; G E Moore
Journal:  Converg Sci Phys Oncol       Date:  2015-10-06

8.  Biodynamic digital holographic speckle microscopy for oocyte and embryo metabolic evaluation.

Authors:  Zhe Li; Ilka M Lorenzo-Lorenzo; Ran An; John Turek; David D Nolte; Zoltan Machaty
Journal:  Appl Opt       Date:  2021-02-01       Impact factor: 1.905

9.  Characterizing optical coherence tomography speckle fluctuation spectra of mammary organoids during suppression of intracellular motility.

Authors:  Lin Yang; Xiao Yu; Ashley M Fuller; Melissa A Troester; Amy L Oldenburg
Journal:  Quant Imaging Med Surg       Date:  2020-01

10.  Intracellular Doppler Signatures of Platinum Sensitivity Captured by Biodynamic Profiling in Ovarian Xenografts.

Authors:  Daniel Merrill; Ran An; Hao Sun; Bakhtiyor Yakubov; Daniela Matei; John Turek; David Nolte
Journal:  Sci Rep       Date:  2016-01-06       Impact factor: 4.379

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