Literature DB >> 25737369

AnaSP: a software suite for automatic image analysis of multicellular spheroids.

Filippo Piccinini1.   

Abstract

Today, more and more biological laboratories use 3D cell cultures and tissues grown in vitro as a 3D model of in vivo tumours and metastases. In the last decades, it has been extensively established that multicellular spheroids represent an efficient model to validate effects of drugs and treatments for human care applications. However, a lack of methods for quantitative analysis limits the usage of spheroids as models for routine experiments. Several methods have been proposed in literature to perform high throughput experiments employing spheroids by automatically computing different morphological parameters, such as diameter, volume and sphericity. Nevertheless, these systems are typically grounded on expensive automated technologies, that make the suggested solutions affordable only for a limited subset of laboratories, frequently performing high content screening analysis. In this work we propose AnaSP, an open source software suitable for automatically estimating several morphological parameters of spheroids, by simply analyzing brightfield images acquired with a standard widefield microscope, also not endowed with a motorized stage. The experiments performed proved sensitivity and precision of the segmentation method proposed, and excellent reliability of AnaSP to compute several morphological parameters of spheroids imaged in different conditions. AnaSP is distributed as an open source software tool. Its modular architecture and graphical user interface make it attractive also for researchers who do not work in areas of computer vision and suitable for both high content screenings and occasional spheroid-based experiments.
Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Keywords:  Cancer 3D model; High-content screening; Image processing; Multi-cellular aggregates; Pre-clinical oncology; Widefield microscopy

Mesh:

Year:  2015        PMID: 25737369     DOI: 10.1016/j.cmpb.2015.02.006

Source DB:  PubMed          Journal:  Comput Methods Programs Biomed        ISSN: 0169-2607            Impact factor:   5.428


  20 in total

1.  Long term morphological characterization of mesenchymal stromal cells 3D spheroids built with a rapid method based on entry-level equipment.

Authors:  Chiara Bellotti; Serena Duchi; Alessandro Bevilacqua; Enrico Lucarelli; Filippo Piccinini
Journal:  Cytotechnology       Date:  2016-03-29       Impact factor: 2.058

2.  Ellipsoid Segmentation Model for Analyzing Light-Attenuated 3D Confocal Image Stacks of Fluorescent Multi-Cellular Spheroids.

Authors:  Michaël Barbier; Steffen Jaensch; Frans Cornelissen; Suzana Vidic; Kjersti Gjerde; Ronald de Hoogt; Ralph Graeser; Emmanuel Gustin; Yolanda T Chong
Journal:  PLoS One       Date:  2016-06-15       Impact factor: 3.240

3.  3D tumor spheroid models for in vitro therapeutic screening: a systematic approach to enhance the biological relevance of data obtained.

Authors:  Michele Zanoni; Filippo Piccinini; Chiara Arienti; Alice Zamagni; Spartaco Santi; Rolando Polico; Alessandro Bevilacqua; Anna Tesei
Journal:  Sci Rep       Date:  2016-01-11       Impact factor: 4.379

4.  A Novel Computer-Assisted Approach to evaluate Multicellular Tumor Spheroid Invasion Assay.

Authors:  Liliana R Cisneros Castillo; Andrei-Dumitru Oancea; Christian Stüllein; Anne Régnier-Vigouroux
Journal:  Sci Rep       Date:  2016-10-12       Impact factor: 4.379

5.  Tousled-like kinase 1 is a negative regulator of core transcription factors in murine embryonic stem cells.

Authors:  Jina Lee; Min Seong Kim; Su Hyung Park; Yeun Kyu Jang
Journal:  Sci Rep       Date:  2018-01-10       Impact factor: 4.379

6.  Cell Counting and Viability Assessment of 2D and 3D Cell Cultures: Expected Reliability of the Trypan Blue Assay.

Authors:  Filippo Piccinini; Anna Tesei; Chiara Arienti; Alessandro Bevilacqua
Journal:  Biol Proced Online       Date:  2017-07-20       Impact factor: 3.244

7.  TASI: A software tool for spatial-temporal quantification of tumor spheroid dynamics.

Authors:  Yue Hou; Jessica Konen; Daniel J Brat; Adam I Marcus; Lee A D Cooper
Journal:  Sci Rep       Date:  2018-05-08       Impact factor: 4.379

8.  High-throughput image-based monitoring of cell aggregation and microspheroid formation.

Authors:  Thomas Deckers; Toon Lambrechts; Stefano Viazzi; Gabriella Nilsson Hall; Ioannis Papantoniou; Veerle Bloemen; Jean-Marie Aerts
Journal:  PLoS One       Date:  2018-06-28       Impact factor: 3.240

9.  Bone Sialoprotein Shows Enhanced Expression in Early, High-Proliferation Stages of Three-Dimensional Spheroid Cell Cultures of Breast Cancer Cell Line MDA-MB-231.

Authors:  Valeh Rustamov; Florian Keller; Julia Klicks; Mathias Hafner; Rüdiger Rudolf
Journal:  Front Oncol       Date:  2019-02-05       Impact factor: 6.244

10.  SpheroidPicker for automated 3D cell culture manipulation using deep learning.

Authors:  Istvan Grexa; Akos Diosdi; Maria Harmati; Andras Kriston; Nikita Moshkov; Krisztina Buzas; Vilja Pietiäinen; Krisztian Koos; Peter Horvath
Journal:  Sci Rep       Date:  2021-07-20       Impact factor: 4.379

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