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.

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.

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.

Example Plate Template
Empiria Studio complete template for plate analysis
Figure 239. The first step of an In‑Cell Western Analysis is to create a Plate Template (see Getting Started with Plate Templates for information about creating a Plate Template). This example Plate Template was designed to determine the optimal antibody concentration for an In‑Cell Western Assay. This slide shows the Review page for the completed Plate Template. The experiment uses a different Well Group for each antibody dilution (indicated by blue, aqua, and purple shading around the wells). A Well Group is composed of Positive and Negative controls that are treated with the same antibody dilution. Background wells receive no secondary antibody. The light gray wells (those without text) contain only buffer and are called Blank wells. When this Plate Template is selected for analysis, Empiria Studio will only quantify the assigned wells and will not quantify the unassigned wells (light gray).
Example Plate Analysis (Step 1)
Empiria Studio plate analysis enter name step
Figure 240. To analyze an Antibody Titration Experiment, navigate to your Project, and click Create New Experiment > Multiwell Plate > In-Cell Western > Antibody Titration. After that, give the Experiment a name and description.
Example Plate Analysis (Step 2)
Empiria Studio plate analysis select template step
Figure 241. Select your Plate Template. The Template list is filtered to match the In‑Cell Western category chosen in the previous step.
Example Plate Analysis (Step 3)
Empiria Studio plate analysis quantify wells step
Figure 242. Set parameters to quantify assigned wells. Wells assigned in the Plate Template are labeled with their Well IDs. Set the Normalization channel, adjust the placement of the plate grid, and exclude any wells that should not be quantified. Click Analysis Table to view or export data.
Example Plate Analysis
Empiria Studio plate analysis set up chart step
Figure 243. The Set up charts page is where the Plate Template and Plate Analysis come together. Click Start, then choose the appropriate options for your chart. You can create multiple charts. Click Select X-Axis and Series to choose information from the Plate Template to set as the X-Axis and Series of the chart or enter information manually. Select which data sets to include in the chart. Chart title, chart type, axis titles, chart key, and chart legend can be edited to include additional experimental details.

Find Linear Range

The Cell Stain Linearity Experiment workflow has the Find linear range page instead of the Set up chart page.

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.

Figure 244. Your rating will appear in the Experiment list for the Project.

Done

Click Done to mark this Experiment as complete and return to the Experiment List.