Literature DB >> 25047761

An algorithm for automated detection, localization and measurement of local calcium signals from camera-based imaging.

Kyle L Ellefsen1, Brett Settle1, Ian Parker2, Ian F Smith3.   

Abstract

Local Ca(2+) transients such as puffs and sparks form the building blocks of cellular Ca(2+) signaling in numerous cell types. They have traditionally been studied by linescan confocal microscopy, but advances in TIRF microscopy together with improved electron-multiplied CCD (EMCCD) cameras now enable rapid (>500 frames s(-1)) imaging of subcellular Ca(2+) signals with high spatial resolution in two dimensions. This approach yields vastly more information (ca. 1 Gb min(-1)) than linescan imaging, rendering visual identification and analysis of local events imaged both laborious and subject to user bias. Here we describe a routine to rapidly automate identification and analysis of local Ca(2+) events. This features an intuitive graphical user-interfaces and runs under Matlab and the open-source Python software. The underlying algorithm features spatial and temporal noise filtering to reliably detect even small events in the presence of noisy and fluctuating baselines; localizes sites of Ca(2+) release with sub-pixel resolution; facilitates user review and editing of data; and outputs time-sequences of fluorescence ratio signals for identified event sites along with Excel-compatible tables listing amplitudes and kinetics of events.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Algorithm; Automation; Calcium; Fluorescence; Imaging; Total internal reflection microscopy

Mesh:

Substances:

Year:  2014        PMID: 25047761      PMCID: PMC4162823          DOI: 10.1016/j.ceca.2014.06.003

Source DB:  PubMed          Journal:  Cell Calcium        ISSN: 0143-4160            Impact factor:   6.817


  29 in total

1.  Timescales of IP(3)-evoked Ca(2+) spikes emerge from Ca(2+) puffs only at the cellular level.

Authors:  Kevin Thurley; Ian F Smith; Stephen C Tovey; Colin W Taylor; Ian Parker; Martin Falcke
Journal:  Biophys J       Date:  2011-12-07       Impact factor: 4.033

2.  Automated detection of elementary calcium release events using the á trous wavelet transform.

Authors:  F v Wegner; M Both; R H A Fink
Journal:  Biophys J       Date:  2005-12-30       Impact factor: 4.033

3.  Automated region of interest analysis of dynamic Ca²+ signals in image sequences.

Authors:  Michael Francis; Xun Qian; Chimène Charbel; Jonathan Ledoux; J C Parker; Mark S Taylor
Journal:  Am J Physiol Cell Physiol       Date:  2012-04-25       Impact factor: 4.249

4.  Multidimensional detection and analysis of Ca2+ sparks in cardiac myocytes.

Authors:  Mark-Anthony Bray; Nicholas A Geisse; Kevin Kit Parker
Journal:  Biophys J       Date:  2007-03-16       Impact factor: 4.033

5.  The probability of triggering calcium puffs is linearly related to the number of inositol trisphosphate receptors in a cluster.

Authors:  George D Dickinson; Divya Swaminathan; Ian Parker
Journal:  Biophys J       Date:  2012-04-18       Impact factor: 4.033

Review 6.  Cytosolic Ca2+ buffers.

Authors:  Beat Schwaller
Journal:  Cold Spring Harb Perspect Biol       Date:  2010-10-13       Impact factor: 10.005

7.  Ca(2+) puffs originate from preestablished stable clusters of inositol trisphosphate receptors.

Authors:  Ian F Smith; Steven M Wiltgen; Jianwei Shuai; Ian Parker
Journal:  Sci Signal       Date:  2009-11-24       Impact factor: 8.192

8.  Localization of puff sites adjacent to the plasma membrane: functional and spatial characterization of Ca2+ signaling in SH-SY5Y cells utilizing membrane-permeant caged IP3.

Authors:  Ian F Smith; Steven M Wiltgen; Ian Parker
Journal:  Cell Calcium       Date:  2008-07-17       Impact factor: 6.817

9.  Automated detection and analysis of Ca(2+) sparks in x-y image stacks using a thresholding algorithm implemented within the open-source image analysis platform ImageJ.

Authors:  Elliot M Steele; Derek S Steele
Journal:  Biophys J       Date:  2014-02-04       Impact factor: 4.033

10.  Properties of Ca2+ sparks revealed by four-dimensional confocal imaging of cardiac muscle.

Authors:  Vyacheslav M Shkryl; Lothar A Blatter; Eduardo Ríos
Journal:  J Gen Physiol       Date:  2012-02-13       Impact factor: 4.086

View more
  40 in total

1.  Applications of FLIKA, a Python-based image processing and analysis platform, for studying local events of cellular calcium signaling.

Authors:  Kyle L Ellefsen; Jeffrey T Lock; Brett Settle; Carley A Karsten; Ian Parker
Journal:  Biochim Biophys Acta Mol Cell Res       Date:  2018-11-27       Impact factor: 4.739

2.  Imaging local Ca2+ signals in cultured mammalian cells.

Authors:  Jeffrey T Lock; Kyle L Ellefsen; Bret Settle; Ian Parker; Ian F Smith
Journal:  J Vis Exp       Date:  2015-03-03       Impact factor: 1.355

3.  CellSpecks: A Software for Automated Detection and Analysis of Calcium Channels in Live Cells.

Authors:  Syed Islamuddin Shah; Martin Smith; Divya Swaminathan; Ian Parker; Ghanim Ullah; Angelo Demuro
Journal:  Biophys J       Date:  2018-10-25       Impact factor: 4.033

4.  TraceSpecks: A Software for Automated Idealization of Noisy Patch-Clamp and Imaging Data.

Authors:  Syed Islamuddin Shah; Angelo Demuro; Don-On Daniel Mak; Ian Parker; John E Pearson; Ghanim Ullah
Journal:  Biophys J       Date:  2018-07-03       Impact factor: 4.033

5.  All three IP3 receptor isoforms generate Ca2+ puffs that display similar characteristics.

Authors:  Jeffrey T Lock; Kamil J Alzayady; David I Yule; Ian Parker
Journal:  Sci Signal       Date:  2018-12-18       Impact factor: 8.192

6.  Improved Methods to Detect Low Levels of HIV Using Antibody-Based Technologies.

Authors:  Eliseo A Eugenin; Joan W Berman
Journal:  Methods Mol Biol       Date:  2016

7.  Comparison of Ca2+ puffs evoked by extracellular agonists and photoreleased IP3.

Authors:  Jeffrey T Lock; Ian F Smith; Ian Parker
Journal:  Cell Calcium       Date:  2016-12-05       Impact factor: 6.817

8.  Noise analysis of cytosolic calcium image data.

Authors:  Divya Swaminathan; George D Dickinson; Angelo Demuro; Ian Parker
Journal:  Cell Calcium       Date:  2019-12-18       Impact factor: 6.817

Review 9.  Spatial-temporal patterning of Ca2+ signals by the subcellular distribution of IP3 and IP3 receptors.

Authors:  Jeffrey T Lock; Ian F Smith; Ian Parker
Journal:  Semin Cell Dev Biol       Date:  2019-02-02       Impact factor: 7.727

10.  A comparison of fluorescent Ca²⁺ indicators for imaging local Ca²⁺ signals in cultured cells.

Authors:  Jeffrey T Lock; Ian Parker; Ian F Smith
Journal:  Cell Calcium       Date:  2015-10-29       Impact factor: 6.817

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