Literature DB >> 25390760

Automated Image Processing for Spatially Resolved Analysis of Lipid Droplets in Cultured 3T3-L1 Adipocytes.

James Kenneth Sims1, Brian Rohr1, Eric Miller2, Kyongbum Lee1.   

Abstract

Cellular hypertrophy of adipose tissue underlies many of the proposed proinflammatory mechanisms for obesity-related diseases. Adipose hypertrophy results from an accumulation of esterified lipids (triglycerides) into membrane-enclosed intracellular lipid droplets (LDs). The coupling between adipocyte metabolism and LD morphology could be exploited to investigate biochemical regulation of lipid pathways by monitoring the dynamics of LDs. This article describes an image processing method to identify LDs based on several distinctive optical and morphological characteristics of these cellular bodies as they appear under bright-field. The algorithm was developed against images of 3T3-L1 preadipocyte cultures induced to differentiate into adipocytes. We show that the calculated lipid volumes are in excellent agreement with enzymatic assay data on total intracellular triglyceride content. We also demonstrate that the image processing method can efficiently characterize the highly heterogeneous spatial distribution of LDs in a culture by showing that differentiation occurs in distinct clusters separated by regions of nearly undifferentiated cells. Prospectively, the LD detection method described in this work could be applied to time-lapse data collected with simple visible light microscopy equipment to quantitatively investigate LD dynamics.

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Year:  2014        PMID: 25390760      PMCID: PMC4442582          DOI: 10.1089/ten.TEC.2014.0513

Source DB:  PubMed          Journal:  Tissue Eng Part C Methods        ISSN: 1937-3384            Impact factor:   3.056


  25 in total

Review 1.  The life of lipid droplets.

Authors:  Tobias C Walther; Robert V Farese
Journal:  Biochim Biophys Acta       Date:  2008-11-07

2.  In vitro adipogenic differentiation of preadipocytes varies with differentiation stimulus, culture dimensionality, and scaffold composition.

Authors:  D Heath Stacey; Summer E Hanson; Garet Lahvis; Karol A Gutowski; Kristyn S Masters
Journal:  Tissue Eng Part A       Date:  2009-11       Impact factor: 3.845

3.  Quantification of lipid droplets and associated proteins in cellular models of obesity via high-content/high-throughput microscopy and automated image analysis.

Authors:  Patrick M McDonough; Ramses M Agustin; Randall S Ingermanson; Patricia A Loy; Benjamin M Buehrer; James B Nicoll; Natalie L Prigozhina; Ivana Mikic; Jeffrey H Price
Journal:  Assay Drug Dev Technol       Date:  2009-10       Impact factor: 1.738

Review 4.  Lipid droplets in lipogenesis and lipolysis.

Authors:  Nicole A Ducharme; Perry E Bickel
Journal:  Endocrinology       Date:  2008-01-17       Impact factor: 4.736

5.  SNARE proteins mediate fusion between cytosolic lipid droplets and are implicated in insulin sensitivity.

Authors:  Pontus Boström; Linda Andersson; Mikael Rutberg; Jeanna Perman; Ulf Lidberg; Bengt R Johansson; Julia Fernandez-Rodriguez; Johanna Ericson; Tommy Nilsson; Jan Borén; Sven-Olof Olofsson
Journal:  Nat Cell Biol       Date:  2007-10-07       Impact factor: 28.824

6.  Evidence of in situ proliferation of adult adipose tissue-derived progenitor cells: influence of fat mass microenvironment and growth.

Authors:  Marie Maumus; Coralie Sengenès; Pauline Decaunes; Alexia Zakaroff-Girard; Virginie Bourlier; Max Lafontan; Jean Galitzky; Anne Bouloumié
Journal:  J Clin Endocrinol Metab       Date:  2008-08-05       Impact factor: 5.958

7.  Quantitative label-free imaging of lipid composition and packing of individual cellular lipid droplets using multiplex CARS microscopy.

Authors:  Hilde A Rinia; Koert N J Burger; Mischa Bonn; Michiel Müller
Journal:  Biophys J       Date:  2008-08-08       Impact factor: 4.033

8.  Imaging of lipid biosynthesis: how a neutral lipid enters lipid droplets.

Authors:  Lars Kuerschner; Christine Moessinger; Christoph Thiele
Journal:  Traffic       Date:  2007-12-11       Impact factor: 6.215

9.  Heterogeneity in the physiological states and pharmacological responses of differentiating 3T3-L1 preadipocytes.

Authors:  Lit-Hsin Loo; Hai-Jui Lin; Dinesh K Singh; Kathleen M Lyons; Steven J Altschuler; Lani F Wu
Journal:  J Cell Biol       Date:  2009-10-26       Impact factor: 10.539

10.  Single-cell profiling reveals the origin of phenotypic variability in adipogenesis.

Authors:  Thuc T Le; Ji-Xin Cheng
Journal:  PLoS One       Date:  2009-04-09       Impact factor: 3.240

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  3 in total

Review 1.  Quantitative imaging of lipid droplets in single cells.

Authors:  Anushka Gupta; Gabriel F Dorlhiac; Aaron M Streets
Journal:  Analyst       Date:  2019-01-28       Impact factor: 4.616

Review 2.  Opportunities and challenges in three-dimensional brown adipogenesis of stem cells.

Authors:  Andrea M Unser; Yangzi Tian; Yubing Xie
Journal:  Biotechnol Adv       Date:  2015-07-29       Impact factor: 14.227

3.  Fast Adipogenesis Tracking System (FATS)-a robust, high-throughput, automation-ready adipogenesis quantification technique.

Authors:  Chengxiang Yuan; Smarajit Chakraborty; Krishna Kanth Chitta; Subha Subramanian; Tau En Lim; Weiping Han; K N Bhanu Prakash; Shigeki Sugii
Journal:  Stem Cell Res Ther       Date:  2019-01-22       Impact factor: 6.832

  3 in total

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