Literature DB >> 25559103

Using CellProfiler for Automatic Identification and Measurement of Biological Objects in Images.

Mark-Anthony Bray1, Martha S Vokes1, Anne E Carpenter1.   

Abstract

Visual analysis is required to perform many biological experiments, from counting colonies to measuring the size or fluorescence intensity of individual cells or organisms. This unit outlines the use of CellProfiler, a free, open-source image analysis tool that extracts quantitative information from biological images. It includes a step-by-step protocol for automated analysis of the number, color, and size of yeast colonies growing on agar plates, but the methods can be adapted to identify and measure many other types of objects in images. The flexibility of the software allows experimenters to create pipelines of adjustable modules to fit different biological experiments and to generate accurate measurements from dozens or even hundreds of thousands of images.
Copyright © 2015 John Wiley & Sons, Inc.

Entities:  

Keywords:  automatic image analysis; colony counting; open-source software; phenotypes; yeast colonies

Mesh:

Substances:

Year:  2015        PMID: 25559103      PMCID: PMC4302752          DOI: 10.1002/0471142727.mb1417s109

Source DB:  PubMed          Journal:  Curr Protoc Mol Biol        ISSN: 1934-3647


  6 in total

1.  Automated counting of mammalian cell colonies by means of a flat bed scanner and image processing.

Authors:  Jostein Dahle; Manish Kakar; Harald B Steen; Olav Kaalhus
Journal:  Cytometry A       Date:  2004-08       Impact factor: 4.355

2.  CellProfiler: free, versatile software for automated biological image analysis.

Authors:  Michael R Lamprecht; David M Sabatini; Anne E Carpenter
Journal:  Biotechniques       Date:  2007-01       Impact factor: 1.993

3.  The good, the bad and the ugly.

Authors:  Helen Pearson
Journal:  Nature       Date:  2007-05-10       Impact factor: 49.962

4.  Improved structure, function and compatibility for CellProfiler: modular high-throughput image analysis software.

Authors:  Lee Kamentsky; Thouis R Jones; Adam Fraser; Mark-Anthony Bray; David J Logan; Katherine L Madden; Vebjorn Ljosa; Curtis Rueden; Kevin W Eliceiri; Anne E Carpenter
Journal:  Bioinformatics       Date:  2011-02-23       Impact factor: 6.937

5.  Colony size measurement of the yeast gene deletion strains for functional genomics.

Authors:  Negar Memarian; Matthew Jessulat; Javad Alirezaie; Nadereh Mir-Rashed; Jianhua Xu; Mehri Zareie; Myron Smith; Ashkan Golshani
Journal:  BMC Bioinformatics       Date:  2007-04-04       Impact factor: 3.169

6.  CellProfiler: image analysis software for identifying and quantifying cell phenotypes.

Authors:  Anne E Carpenter; Thouis R Jones; Michael R Lamprecht; Colin Clarke; In Han Kang; Ola Friman; David A Guertin; Joo Han Chang; Robert A Lindquist; Jason Moffat; Polina Golland; David M Sabatini
Journal:  Genome Biol       Date:  2006-10-31       Impact factor: 13.583

  6 in total
  17 in total

1.  Cell numbers, distribution, shape, and regional variation throughout the murine hippocampal formation from the adult brain Allen Reference Atlas.

Authors:  Sarojini M Attili; Marcos F M Silva; Thuy-Vi Nguyen; Giorgio A Ascoli
Journal:  Brain Struct Funct       Date:  2019-08-23       Impact factor: 3.270

2.  Spectral imaging to visualize higher-order genomic organization.

Authors:  Iain A Sawyer; Sergei P Shevtsov; Miroslav Dundr
Journal:  Nucleus       Date:  2016-05-11       Impact factor: 4.197

3.  DeepPhagy: a deep learning framework for quantitatively measuring autophagy activity in Saccharomyces cerevisiae.

Authors:  Ying Zhang; Yubin Xie; Wenzhong Liu; Wankun Deng; Di Peng; Chenwei Wang; Haodong Xu; Chen Ruan; Yongjie Deng; Yaping Guo; Chenjun Lu; Cong Yi; Jian Ren; Yu Xue
Journal:  Autophagy       Date:  2019-06-20       Impact factor: 16.016

4.  E-cadherin is a robust prognostic biomarker in colorectal cancer and low expression is associated with sensitivity to inhibitors of topoisomerase, aurora, and HSP90 in preclinical models.

Authors:  Jarle Bruun; Peter W Eide; Christian Holst Bergsland; Oscar Bruck; Aud Svindland; Mariliina Arjama; Katja Välimäki; Merete Bjørnslett; Marianne G Guren; Olli Kallioniemi; Arild Nesbakken; Ragnhild A Lothe; Teijo Pellinen
Journal:  Mol Oncol       Date:  2021-12-26       Impact factor: 7.449

5.  Fundus Camera-Delivered Light-Induced Retinal Degeneration in Mice With the RPE65 Leu450Met Variant is Associated With Oxidative Stress and Apoptosis.

Authors:  Xin Zhong; Bogale Aredo; Yi Ding; Kaiyan Zhang; Cynthia X Zhao; Rafael L Ufret-Vincenty
Journal:  Invest Ophthalmol Vis Sci       Date:  2016-10-01       Impact factor: 4.799

6.  In vitro Cell Viability by CellProfiler® Software as Equivalent to MTT Assay.

Authors:  Luciana S Gasparini; Nayana D Macedo; Elisângela F Pimentel; Marcio Fronza; Valdemar L Junior; Warley S Borges; Eduardo R Cole; Tadeu U Andrade; Denise C Endringer; Dominik Lenz
Journal:  Pharmacogn Mag       Date:  2017-07-11       Impact factor: 1.085

7.  Accurate Classification of Protein Subcellular Localization from High-Throughput Microscopy Images Using Deep Learning.

Authors:  Tanel Pärnamaa; Leopold Parts
Journal:  G3 (Bethesda)       Date:  2017-05-05       Impact factor: 3.154

8.  SlideJ: An ImageJ plugin for automated processing of whole slide images.

Authors:  Vincenzo Della Mea; Giulia L Baroni; David Pilutti; Carla Di Loreto
Journal:  PLoS One       Date:  2017-07-06       Impact factor: 3.240

9.  Human-iPSC-Derived Cardiac Stromal Cells Enhance Maturation in 3D Cardiac Microtissues and Reveal Non-cardiomyocyte Contributions to Heart Disease.

Authors:  Elisa Giacomelli; Viviana Meraviglia; Giulia Campostrini; Amy Cochrane; Xu Cao; Ruben W J van Helden; Ana Krotenberg Garcia; Maria Mircea; Sarantos Kostidis; Richard P Davis; Berend J van Meer; Carolina R Jost; Abraham J Koster; Hailiang Mei; David G Míguez; Aat A Mulder; Mario Ledesma-Terrón; Giulio Pompilio; Luca Sala; Daniela C F Salvatori; Roderick C Slieker; Elena Sommariva; Antoine A F de Vries; Martin Giera; Stefan Semrau; Leon G J Tertoolen; Valeria V Orlova; Milena Bellin; Christine L Mummery
Journal:  Cell Stem Cell       Date:  2020-05-26       Impact factor: 24.633

10.  Genetic control of morphometric diversity in the maize shoot apical meristem.

Authors:  Samuel Leiboff; Xianran Li; Heng-Cheng Hu; Natalie Todt; Jinliang Yang; Xiao Li; Xiaoqing Yu; Gary J Muehlbauer; Marja C P Timmermans; Jianming Yu; Patrick S Schnable; Michael J Scanlon
Journal:  Nat Commun       Date:  2015-11-20       Impact factor: 14.919

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