Abstract
We present a comprehensive study of the accuracy and dynamic range of spatial image correlation spectroscopy (ICS) and image cross-correlation spectroscopy (ICCS). We use simulations to model laser scanning microscopy imaging of static subdiffraction limit fluorescent proteins or protein clusters in a cell membrane. The simulation programs allow us to control the spatial imaging sampling variables and the particle population densities and interactions and introduce and vary background and counting noise typical of what is encountered in digital optical microscopy. We systematically calculate how the accuracy of both image correlation methods depends on practical experimental collection parameters and characteristics of the sample. The results of this study provide a guide to appropriately plan spatial image correlation measurements on proteins in biological membranes in real cells. The data presented map regimes where the spatial ICS and ICCS provide accurate results as well as clearly showing the conditions where they systematically deviate from acceptable accuracy. Finally, we compare the simulated data with standard confocal microscopy using live CHO cells expressing the epidermal growth factor receptor fused with green fluorescent protein (GFP/EGFR) to obtain typical values for the experimental variables that were investigated in our study. We used our simulation results to estimate a relative precision of 20% for the ICS measured receptor density of 64 microm(-2) within a 121 x 98 pixel subregion of a single cell.
MeSH Terms
Algorithms
Animals
CHO Cells
Computer Simulation
Cricetinae
Cricetulus
ErbB Receptors/analysis,genetics,metabolism
Green Fluorescent Proteins/analysis,genetics,metabolism
Image Interpretation, Computer-Assisted/methods
Microscopy, Confocal/methods
Microscopy, Fluorescence/methods
Models, Biological
Recombinant Fusion Proteins/metabolism
Reproducibility of Results
Sensitivity and Specificity
Spectrometry, Fluorescence/methods
Tissue Distribution
Chemicals
Recombinant Fusion Proteins
Green Fluorescent Proteins
ErbB Receptors
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Costantino Santiago
Department of Physics, McGill University, Montreal, Quebec, Canada.
Comeau Jonathan W D
Kolin David L
Wiseman Paul W
References (15)
15 references, click to expand
-
An internalization-competent influenza hemagglutinin mutant causes the redistribution of AP-2 to existing coated pits and is colocalized with AP-2 in clathrin free clusters.
Biochemistry. 1999 Nov 16;38(46):15166-73
PMID: 10563799
-
Comparison of fixation protocols for adherent cultured cells applied to a GFP fusion protein of the epidermal growth factor receptor.
Cytometry. 1999 Apr 1;35(4):353-62
PMID: 10213201
-
The standard deviation in fluorescence correlation spectroscopy.
Biophys J. 2001 Jun;80(6):2987-99
PMID: 11371471
-
Fluorescence correlation spectroscopy measures molecular transport in cells.
Traffic. 2001 Nov;2(11):789-96
PMID: 11733045
-
Counting dendritic spines in brain tissue slices by image correlation spectroscopy analysis.
J Microsc. 2002 Feb;205(Pt 2):177-86
PMID: 11879432
-
Spatial mapping of integrin interactions and dynamics during cell migration by image correlation microscopy.
J Cell Sci. 2004 Nov 1;117(Pt 23):5521-34
PMID: 15479718
-
Fluorescence correlation spectroscopy. II. An experimental realization.
Biopolymers. 1974 Jan;13(1):29-61
PMID: 4818131
-
On the measurement of particle number and mobility in nonideal solutions by fluorescence correlation spectroscopy.
Biophys J. 1990 Jul;58(1):261-5
PMID: 2383634
-
On the statistics of fluorescence correlation spectroscopy.
Biophys Chem. 1990 Oct;38(1-2):49-57
PMID: 2085652
-
Quantitation of membrane receptor distributions by image correlation spectroscopy: concept and application.
Biophys J. 1993 Sep;65(3):1135-46
PMID: 8241393
-
Imaging fluorescence correlation spectroscopy: nonuniform IgE distributions on planar membranes.
Biophys J. 1996 Apr;70(4):2001-7
PMID: 8785359
-
An image correlation analysis of the distribution of clathrin associated adaptor protein (AP-2) at the plasma membrane.
J Cell Sci. 1998 Jan;111 ( Pt 2):271-81
PMID: 9405317
-
Image correlation spectroscopy. II. Optimization for ultrasensitive detection of preexisting platelet-derived growth factor-beta receptor oligomers on intact cells.
Biophys J. 1999 Feb;76(2):963-77
PMID: 9916027
-
Resolution of fluorescence correlation measurements.
Biophys J. 1999 Mar;76(3):1619-31
PMID: 10049342
-
Two-photon image correlation spectroscopy and image cross-correlation spectroscopy.
J Microsc. 2000 Oct;200(Pt 1):14-25
PMID: 11012824