Additional File 3. Description of methods used for co-localization analysis and additional co-localization figures.

Similar documents
CD3 coated cover slips indicating stimulatory contact site, F-actin polymerization and

Supplementary Figure 1. Metabolic landscape of cancer discovery pipeline. RNAseq raw counts data of cancer and healthy tissue samples were downloaded

Quick start guide for using subscale reports produced by Integrity

v Feature Stamping SMS 12.0 Tutorial Prerequisites Requirements TABS model Map Module Mesh Module Scatter Module Time minutes

SCATTER PLOTS AND TREND LINES

Supplementary Figure 1. Recording sites.

Gene expression analysis. Roadmap. Microarray technology: how it work Applications: what can we do with it Preprocessing: Classification Clustering

Feature Stamping SURFACE WATER MODELING SYSTEM. 1 Introduction. 2 Opening a Background Image

Supplementary Figure 1. SybII and Ceb are sorted to distinct vesicle populations in astrocytes. Nature Neuroscience: doi: /nn.

Meaning-based guidance of attention in scenes as revealed by meaning maps

Supplementary Figure 1

d e f Spatiotemporal quantification of subcellular ATP levels in a single HeLa cell during changes in morphology Supplementary Information

Automatic and Quantitative Measurement of Protein-Protein Colocalization in Live Cells

Nature Structural & Molecular Biology: doi: /nsmb.2419

v Feature Stamping SMS 13.0 Tutorial Prerequisites Requirements Map Module Mesh Module Scatter Module Time minutes

Nature Methods: doi: /nmeth.3115

Delacroix et al Renal effects of renal denervation Supplementary Figure 1: Changes in Ambulatory Blood Pressures and Heart Rate

Statistical Tools in Biology

Q: How do I get the protein concentration in mg/ml from the standard curve if the X-axis is in units of µg.

CNV PCA Search Tutorial

NIR Red Models for Estimation of Chlorophyll a Concentration Application to Aircraft and Satellite Data

Title. Author(s)Ono, Daisuke; Honma, Ken-Ichi; Honma, Sato. CitationScientific reports, 5: Issue Date Doc URL

7SK ChIRP-seq is specifically RNA dependent and conserved between mice and humans.

nature methods Organelle-specific, rapid induction of molecular activities and membrane tethering

for Heart-Health Scanning

Method Comparison Report Semi-Annual 1/5/2018

Supplementary table and figures

MMI 409 Spring 2009 Final Examination Gordon Bleil. 1. Is there a difference in depression as a function of group and drug?

Cervical Cancer Surgery:

CRITERIA FOR USE. A GRAPHICAL EXPLANATION OF BI-VARIATE (2 VARIABLE) REGRESSION ANALYSISSys

For more information, please contact: or +1 (302)

Supplementary Information Methods Subjects The study was comprised of 84 chronic pain patients with either chronic back pain (CBP) or osteoarthritis

Nov versus Fam. Fam 1 versus. Fam 2. Supplementary figure 1

Using SPSS for Correlation

Speed - Accuracy - Exploration. Pathfinder SL

Supplementary Figures

Persistence in the WFC3 IR Detector: Intrinsic Variability

OUTLIER SUBJECTS PROTOCOL (art_groupoutlier)

Incomplete immune response to Coxsackie B viruses. associates with early autoimmunity against insulin

ANALYSIS AND DETECTION OF BRAIN TUMOUR USING IMAGE PROCESSING TECHNIQUES

Feasibility Evaluation of a Novel Ultrasonic Method for Prosthetic Control ECE-492/3 Senior Design Project Fall 2011

chapter 1 - fig. 2 Mechanism of transcriptional control by ppar agonists.

Chapter 3 CORRELATION AND REGRESSION

Nature Biotechnology: doi: /nbt Supplementary Figure 1. Experimental design and workflow utilized to generate the WMG Protein Atlas.

Activation of epidermal growth factor receptor is required for Chlamydia trachomatis development

Research Methods in Forest Sciences: Learning Diary. Yoko Lu December Research process

Table S1. Relative abundance of AGO1/4 proteins in different organs. Table S2. Summary of smrna datasets from various samples.

Supplementary Online Content

Lentiviral Delivery of Combinatorial mirna Expression Constructs Provides Efficient Target Gene Repression.

Title: Plasticity of intrinsic excitability in mature granule cells of the dentate gyrus

Supplementary Figure 1. Localization of face patches (a) Sagittal slice showing the location of fmri-identified face patches in one monkey targeted

El Azzouzi et al., http :// /cgi /content /full /jcb /DC1

Appendix from M. E. Maan and M. E. Cummings, Poison Frog Colors Are Honest Signals of Toxicity, Particularly for Bird Predators

T. R. Golub, D. K. Slonim & Others 1999

1.4 - Linear Regression and MS Excel

Supporting Information Identification of Amino Acids with Sensitive Nanoporous MoS 2 : Towards Machine Learning-Based Prediction

Audiogram+: GN Resound proprietary fitting rule

Nature Genetics: doi: /ng Supplementary Figure 1

Nature Genetics: doi: /ng Supplementary Figure 1. Phenotypic characterization of MES- and ADRN-type cells.

Day 11: Measures of Association and ANOVA

The Science. This work was performed by Dr. Psyche Loui at Wesleyan University under NSF-STTR # Please direct inquiries to

The North Carolina Health Data Explorer

QUANTIFICATION OF PROGRESSION OF RETINAL NERVE FIBER LAYER ATROPHY IN FUNDUS PHOTOGRAPH

Fluoroscopy as a surrogate for lung tumour motion

Modeling Visual Search Time for Soft Keyboards. Lecture #14

WFC3-IR Thermal Vacuum Testing: IR Channel Dark Current

Introduction. Proficiency Student growth Growth gap reduction Graduation rates

Application Project for CMSC734: Information Visualization

Daniel Boduszek University of Huddersfield

Supplementary Materials for

Conditional Distributions and the Bivariate Normal Distribution. James H. Steiger

Broad H3K4me3 is associated with increased transcription elongation and enhancer activity at tumor suppressor genes

Nature Biotechnology: doi: /nbt.3828

A Novel Application of Wavelets to Real-Time Detection of R-waves

Automatic cardiac contour propagation in short axis cardiac MR images

Rapid evolution of highly variable competitive abilities in a key phytoplankton species

Nature Structural & Molecular Biology: doi: /nsmb Supplementary Figure 1

Supplemental Information. Varying Target Prevalence Reveals. Two Dissociable Decision Criteria. in Visual Search

Inter-method Reliability of Brainstem Volume Segmentation Algorithms in Preschoolers with ASD

Extraction of Blood Vessels and Recognition of Bifurcation Points in Retinal Fundus Image

SUPPLEMENTARY INFORMATION. Confidence matching in group decision-making. *Correspondence to:

Cell membrane penetration and mitochondrial targeting by platinumdecorated

Plasma-Seq conducted with blood from male individuals without cancer.

Expanded View Figures

SAPOG Edge Detection Technique GUI using MATLAB

Supplementary Figure 1: High-throughput profiling of survival after exposure to - radiation. (a) Cells were plated in at least 7 wells in a 384-well

Bayesian integration in sensorimotor learning

Supplementary Figure S1

Supplementary Materials for

Results. Example 1: Table 2.1 The Effect of Additives on Daphnia Heart Rate. Time (min)

Main Study: Summer Methods. Design

Supplemental Figure 1: Lrig1-Apple expression in small intestine. Lrig1-Apple is observed at the crypt base and in insterstial cells of Cajal, but is

Nature Neuroscience: doi: /nn Supplementary Figure 1. Trial structure for go/no-go behavior

Content. Basic Statistics and Data Analysis for Health Researchers from Foreign Countries. Research question. Example Newly diagnosed Type 2 Diabetes

Testing the Accuracy of ECG Captured by Cronovo through Comparison of ECG Recording to a Standard 12-Lead ECG Recording Device

Supplemental Information. Systems Scale Interactive Exploration. Reveals Quantitative and Qualitative Differences

IAT 355 Visual Analytics. Encoding Information: Design. Lyn Bartram

Transcription:

Additional File 3. Description of methods used for co-localization analysis and additional co-localization figures. Methods. In order to determine the interaction between EGFR and F-actin, four independent methods were used for analysis of imaging data. First, Cytofluorograms [48] are generated to demonstrate the relationship between intensities of each color channel (EGFR - red; F-actin - green) at each pixel - a positive slope greater than 0.5 and a tight scatter of data points indicates co-localization of EGFR with F-actin. The increased slope of the inclusion cytofluorogram indicates higher colocalization of EGFR and F-actin than the non-inclusion image. This information was then utilized to determine the Pearson s Coefficient. Second, Li s Intensity Correlation Analysis (ICA) [48] is performed to gain further insight into the degree of co-localization. It calculates the difference from the mean channel intensity of each color at each pixel. Li s ICA analysis indicates noise-corrupted co-localization of EGFR and F-actin in the inclusion area images as indicated by the points mostly falling on the positive side of the x-axis. The non-inclusion area image is found to have almost no correlation between EGFR and F-actin as indicated by the points falling roughly equally along the positive and negative sides of the x-axis. Li s ICA was also used here to determine Li s intensity correlation quotient (ICQ). Third, Van Steensel s CCA is performed by shifting one color channel in the x-direction pixel per pixel relative to the other channel and calculating the respective Pearson s Coefficient. The resulting Pearson s Coefficients are then plotted as a function of the pixel shift. Bell-shaped data in Van Steensel s CCA indicates colocalization and trough-shaped data indicates exclusion. Van Steensel s CCF analysis shows co-localization of EGFR and F-actin with unequal signal brightness in the inclusion area images and very weak, noise-corrupted partial overlap in the noninclusion area images. Finally, Costes randomization algorithm [48] is performed to rule out the possibility that the observed co-localization of EGFR and F-actin is attributable simply to random noise. Costes randomization algorithm generates a number of images populated by various amounts of noise in each color channel and calculates the Pearson s coefficient for each one (represented by the data points along the blue line). Costes randomization algorithm shows that the Pearson s coefficients of both the inclusion area images and the non-inclusion area image are due to signal rather than noise. Additional algorithm used in Figure 8 and Additional file 3: FigureS15-S20: The normalized mean deviation product (nmdp) [47] is calculated for each pixel in the image to identify regions of intense co-localization or exclusion within the image. The nmdp analysis operates on the same basic principles as Li s ICA, except that pixel position information is maintained, allowing the user to visualize where in the image the algorithm has identified co-localization or exclusion. This algorithm is also used here to determine the index of correlation (Icorr). Manders coefficients [48] are calculated to provide further insight into the relationship between EGFR and F-actin within each image. The EGFR/F-actin Manders coefficient is a measure of the percentage of EGFR signal that is co-localized with F-actin signal. Conversely, the F-actin/EGFR Manders coefficient is a measure of the percentage of F-actin signal that is co-localized with EGFR signal.

Figure S14-S20. Comparison of cytofluorogram, Li s ICA, Van Steensel s CCF, and Costes randomization analyses for EGFR and F-actin channels of representative inclusion and non-inclusion area images and additional algorithms used to generate data in Figure 8D.

Figure S14 (Supplementary for Figure 8A-C) A Cytofluorogram B Li s ICA C Van Steensel s CCF D Costes Randomization Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.669 66.9 Icorr -1:1 0.801 80.1 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.612 0.813 61.2 81.3 Li s ICQ -0.5:0.5 0.294 58.8

Figures S15-S20 (Supplementary for Figure 8D)

EGFR F-actin Merge Figure S15 (Ct infected HeLa cell #1)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.734 73.4 Icorr -1:1 0.840 84.0 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.714 0.773 71.4 77.3 Li s ICQ -0.5:0.5 0.334 66.8

EGFR F-actin Merge Figure S16 (Ct infected HeLa cell #2)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.690 69.0 Icorr -1:1 0.786 78.6 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.683 0.724 68.3 72.4 Li s ICQ -0.5:0.5 0.279 55.8

EGFR F-actin Merge Figure S17 (Ct infected HeLa cell #3)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.604 60.4 Icorr -1:1 0.721 72.1 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.669 0.645 66.9 64.5 Li s ICQ -0.5:0.5 0.217 43.4

EGFR F-actin Merge Figure S18 (uninfected HeLa cell #1)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.265 26.5 Icorr -1:1 0.584 58.4 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.366 0.525 36.6 52.5 Li s ICQ -0.5:0.5 0.082 16.4

EGFR F-actin Merge Figure S19 (uninfected HeLa cell #2)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.346 34.6 Icorr -1:1 0.629 62.9 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.505 0.560 50.5 56.0 Li s ICQ -0.5:0.5 0.125 25.0

EGFR F-actin Merge Figure S20 (uninfected HeLa cell #3)

EGFR F-actin Merge nmdp Color Map Exclusion Colocalization Cytofluorogram (Scatter Plot) Costes Randomization Distribution Li's Intensity Correlation Van Steensel's Cross-Correlation Function

Colocalization Parameter Range Value % Colocalization Pearson's Coefficient -1:1 0.358 35.8 Icorr -1:1 0.623 62.3 Manders EGFR/F-actin Manders F-actin/EGFR 0:1 0.485 0.569 48.5 56.9 Li s ICQ -0.5:0.5 0.122 24.4