In‑Cell Western™ Assay Analysis
Use the In‑Cell Western workflow to analyze In‑Cell Western or On-Cell Western plate images. Both the In‑Cell Western and On-Cell Western are quantitative immunofluorescence assays performed in multiwell plates. Data analysis is based on whole-well fluorescence quantification. RGB channel images are not quantified.
Overview
A Plate Template is required for In‑Cell Western analysis. Plate Templates are created in the Empiria Studio Experiment Designer. In a Plate Template, you designate which wells will contain which samples and controls. During analysis, choose the multiwell plate image to analyze and the Plate Template to use for analysis. Wells on the image that correspond to wells designated on the Plate Template will be quantified. Statistical values will be calculated from the quantification values.
See Getting Started with Plate Templates for more information about creating Plate Templates. See Signal Analysis Calculations for more information about calculations.
Plate Templates are divided into categories. The Plate Template categories match the In-Cell Western analysis categories. When you start an analysis workflow, choose the category that matches the Plate Template you will be using. The categories are divided into assay development (i.e., Antibody Titration, Blocker Evaluation, Fixation and Permeabilization Evaluation, Cell Stain Linearity Determination, and Z'-Factor Determination) and a general category called Target Analysis.
The instructions on this page are applicable to all categories of In‑Cell Western. Most steps are similar across all categories, but the Cell Stain Linearity category and Z'-Factor Determination category each have a unique page for viewing results. For Cell Stain Linearity, jump to the Find Linear Range section to learn more. For Z'-Factor Determination, jump to the Set up charts (Z'-Factor) to learn more.
Name
Name and describe the Experiment for your records.
The selected Acquisition is shown in the Image Information section. Click to add other fields with additional information about the Acquisition.
Select template
A Plate Template is required for analysis.
If you have already created a Plate Template, click Select to select it for analysis.
If you do not have a Plate Template, you can click Create New to create one. You will then create a Plate Template in the Experiment Designer workflow.
Quantify wells
On this page, ensure quantification is set up correctly for your plate image.
Image display options are available above the image. Only the image display is changed; the original image file remains the same.
Zoom: Click the zoom buttons above the image to make the displayed image smaller or larger . A zoom level, shown as a percentage relative to the size of the software window, is shown next to the zoom buttons.
Display Settings: Click to change display settings.
Display Channels: Click to select the channels you want to display.
Display Well IDs: Click to stop showing Well IDs.
The plate grid is the grid of well circles inside a rectangular outline overlaying the image. The plate grid is used to specify well size and location.
Only well circles that correspond to the wells designated in the Plate Template are quantified.
Well circles that correspond to wells designated in the Plate Template are identified (by default) with a Well ID label.
Ensure the well circles being quantified are placed on top of the wells on the image that need to be quantified.
Adjust well size: Click Decrease or Increase to change the size of all the well circles on the image.
Adjust plate grid rotation: Click to rotate the entire plate grid counter-clockwise or to rotate the entire plate grid clockwise.
Adjust plate grid location: Click the rectangular outline of the plate grid. Drag the plate grid so that the well circles in the plate grid cover the appropriate wells on the plate image.
Choose the channel to use for normalization from the Normalization Channel list.
For example, this will be the channel with a cell stain such as CellTag™ 520 Stain or CellTag 700 Stain.
The Signal values from this channel will be used to calculate normalized values in other channels.
See Signal Analysis Calculations for more information about normalization calculations.
You may not want to quantify all the wells that were designated for quantification in the Plate Template.
If there is a well you do not want to quantify, select the well and then click Exclude Well.
To quantify a well that had previously been excluded, select the well and then click Include Well.
If you select Use trim value calculations, the pixels with the highest and lowest 5% of pixel intensity values in each well will be excluded from the calculation of Total and Signal. Formulas that normally use Total and Signal will instead use Trim Total and Trim Signal.
It is up to the researcher to decide if Trim values should be used. See Signal Analysis Calculations for more information.
Click Analysis Table to view well quantification data for assigned wells, including Total, Signal, Background, and Normalized Signal.
Click to export all the data to a spreadsheet.
See Signal Analysis Calculations for more information about the quantification data in the table.
Set up charts
On this page, create a chart or charts with normalized signal, fold change, and/or percent change.
If you are using the Cell Stain Linearity Determination workflow, there will not be a Set up charts page. Jump to the Find Linear Range section for more information.
If you are using the Z'-Factor Determination workflow, the Set up charts page will be different than what is described in this section. Jump to the Set up charts (Z'-Factor) section for more information.
Click Start New.
In the Start New Chart dialog:
Select Normalized.
Enter a unique Chart Name that will help you identify this chart in a list of charts.
Select the Channel that contains the target to be analyzed.
If a chart is already displayed, you can select Use current chart settings to use the X-Axis, Series, and text from the current chart on the new chart.
Click Start.
Fill in the appropriate X-Axis and Series information in the data table.
This can be done manually, or by clicking Select X-Axis and Series to select information from the Plate Template.
In the Select X-Axis and Series dialog:
Select from the X-Axis options, then click Apply.
Select from the Series options, and then click Apply.
Click Close.
Other chart modifications can be made as needed.
For example, a Chart Title can be added and you can choose where to place the chart key.
These instructions apply to Fold Change or Percent Change. The term "Fold Change" is used for short, instead of saying "Fold Change or Percent Change".
The scatter plot options in Multiwell Plate Experiment workflows do not use Trim Signal values. Trying to use one of those scatter plot options with a well that has negative signal values can cause problems with the chart display.
Click Start New.
In the Start New Chart dialog:
Select Fold Change.
You will have the option to choose how the fold change is calculated later.
Enter a unique Chart Name that will help you identify this chart in a list of charts on the Setup chart page.
Select the Channel that contains the target to be analyzed.
If a chart is already displayed, you can select Use current chart settings to use the X-Axis, Series, and text from the current chart on the new chart.
Click Start.
Choose how to calculate Fold Change. In the table above the chart, select Control for the Well Set that you want to use as the control value in the Fold Change calculations. See Signal Analysis Calculations for more information.
Fill in the appropriate X-Axis and Series information in the data table.
This can be done manually, or by clicking Select X-Axis and Series to select information from the Plate Template.
In the Select X-Axis and Series dialog:
Select from the X-Axis options, then click Apply.
Select from the Series options and, then click Apply.
Click Close.
Other chart modifications can be made as needed.
For example, a Chart Title can be added and you can choose where to place the chart key.
Some data cannot be included in a chart
You may see the following message at the top of the Set Up Charts page.
Some data cannot be included in a chart. Click this link for more details.
This message indicates that data from at least one Well Group cannot be included in a chart. The check box in the Include column will be unavailable for Well Groups that cannot be included in a chart.
Possible solutions
Ensure that at least two background wells are designated in the Plate Template for the problematic Well Group.
Ensure that the background wells are being quantified on the Quantify wells page. Wells that have been excluded from quantification are marked with this symbol: .
If something is wrong with the wells and you do not want to include them in your analysis, it may be best to run the experiment again.
Charts cannot be created
You may see a banner with the following heading on the Set Up Charts page.
Chart cannot be created.
If you see this message, start with the following steps to identify and resolve the problem.
Possible solutions
On the Quantify wells page, ensure that a normalization channel is chosen in the Normalization Channel list.
In the Plate Template, ensure that background wells and at least one other type of well (positive, negative, sample) have been designated.
On the Quantify wells page, ensure that the background wells and the wells of the other well type are being quantified. Wells are not quantified if they have been "excluded". Wells that have been excluded are marked with this symbol: . If a well that you want to include has been excluded, select the well and click Include.
If something is wrong with the wells and you do not want to include them in your analysis, it may be best to run the experiment again.
Explore: Antibody Titration Analysis Example
The following example shows highlights from the multiwell plate analysis of an antibody titration. First, a Plate Template is designed for determining the optimal antibody concentration. The example Plate Template (shown below) is based on the preset Plate Template for determining optimal antibody concentration that is provided with Empiria Studio (called [Preset] Antibody Titration (Single Antibody)
). Next, the plate image is analyzed and the data graphed using information provided in the Plate Template.
Find Linear Range
The Cell Stain Linearity Experiment workflow has the Find linear range page instead of the Set up chart page.
During the development of an In‑Cell Western Assay, it is important to determine the relationship between cell number and signal intensity to ensure that signals are detected within the linear range of the assay.
To determine the cell stain linearity for an In-Cell Western Assay, first design a Cell Stain Linearity experiment, and set up a Plate Template (with the Cell Stain Linearity category) in the Empiria Studio Experiment Designer.
See the [Preset] Cell Stain Linearity
Plate Template in the Template Library for an example experimental design. You may find it helpful to create an editable copy of the [Preset] Cell Stain Linearity
Plate Template for your experiment. Create an editable copy by clicking the copy button next to the [Preset] Cell Stain Linearity
Plate Template in the Template Library.
On the Find linear range page, a graph shows the relationship between cell number and signal intensity. Click a channel in the Channel list to view the graph for that channel.
A colored bar above the graph indicates whether the relationship between cell number and signal intensity has excellent linearity, good linearity, or no linearity.
Green sections on the bar correspond to regions on the graph where there is excellent linearity between cell number and signal intensity.
Yellow sections on the bar correspond to regions on the graph where there is good linearity.
Red sections on the bar correspond to regions on the graph where the relationship between cell number and signal intensity is not linear.
Set up charts (Z'-Factor)
During In‑Cell Western Assay development, it is important to assess the overall quality and reliability of the assay. The Z'-Factor statistic provides a way to evaluate whether or not the assay conditions (reagents, protocols, instrumentation, kinetics, and other conditions) are optimized. Z'-Factor experiments are performed on one or more In‑Cell Western assay plates containing replicate wells designated for background subtraction, negative control wells, and positive control wells. On the Set up charts page for a Z'-Factor workflow, click a channel in the Chart list to see the Z'-Factor for that channel above the chart.
To determine the Z'-Factor for an In-Cell Western Assay, first design a Z'-Factor experiment, and set up a Plate Template (with the Z'-Factor category) in the Empiria Studio Experiment Designer.
See the Preset Z'-Factor Plate Templates in the Template Library for example experimental designs. You may find it helpful to create an editable copy of one of the for your experiment. Create an editable copy by clicking the copy button next to one of the Preset Z'-Factor Plate Templates.
Review and report
The data in the report is organized into sections. Click to expand a section to view data and export options.
Images
Click above an image to export the image. Images can be exported as a high-resolution TIFF for publication in a journal or as a PNG appropriate for slide presentations. Do not use these images for analysis.
The units for image size can be set to English or metric on the General Options page.
Click to hide shapes. If well circles are hidden, they will not be included in the exported image or PDF Report.
Tables
Click Export above a table to export the data in the table in CSV or Excel (XLSX) format.
Export Menu Options
On the right side of the window, there is a menu with three export options.
Click PDF Report to export a PDF of the images and data on the Review and report page.
Click Experiment File to export all the images, quantification steps, and data from this Experiment to a single file that can be imported into Empiria Studio on another computer.
Click All Report Images to export all images from the Experiment to separate files for use in print publications or digital media (such as a slide presentation). Do not use these images for analysis.
In the export dialog, click Browse to find a parent folder for the images and enter a name for a new folder in the Folder Name field. The images will be exported into the new folder, which will be inside the parent folder.
Rate Experiment
Rate the Experiment for your records. This is an opportunity to record if the Experiment went "well" or not, depending on the specific requirements for your research.
Done
Click Done to mark this Experiment as complete and return to the Experiment List.