Built in features like Calibration Curves offer quick analysis. Hover over any row and click the (Details) link to see a specific run.

See the plate design here

LabKey grid views let you join multiple tables and display custom views with different columns for different uses without writing any code. Use the grid-view customizer under the (Grid Views) menu.

Quick visualizations of instrument data results can help validate data and communicate findings. Here are a few samples. Click to see the data.

Neutralizing Antibody Curves

Calibration Curve for ELISA Assay

Track the performance of analytes or equipment using QC trend reporting tools like these Levey-Jennings plots. Click to explore the plot.

Levey-Jennings QC Trend Report

• Submitted data is shown in two tables: Cell Culture Runs and Cell Culture Results (below).
• In the Files panel (right), contributors can drop files for analysis.
• Continue to the QC tab to see quality control rules applied to the data.

Results for Run 4 show cell death in all media.
Click thumbnail for the live chart.

The QC Analyst reviewing the data for Group 4, discovered that the cells died, including those in the control media, indicating an issue unrelated to the media being tested. This violated the QC criteria, so the run was marked "Reviewed - Rejected", and is excluded from the final analysis.

• Results - Passed QC Review - Analysis is based on these results.
• Results - Did Not Pass QC Review - Excluded from analysis.
• Results - Not Yet Reviewed - These results are not yet included in the analysis.

The number of replicate samples per media is shown here: Number of Replicates

Fine-grained permissions are available corresponding to different roles in a Lab organization, such as "QC Analyst", for setting quality control states. Administrators also have the option to hide data based on QC state -- not done here so that you can browse all the data.

LabKey's assay solutions are highlighted in this data portal, including:

• a custom assay designs to capture the experimental results and metadata
• a data file drop where submitters can contribute experimental results
• quality control markers to filter out invalid data
• analyses displayed in both visual and tabular formats

Cell Growth - Media Comparison.
Click thumbnail for more details.

A Framework for Media Comparison

This experiment provides a framework for evaluating and optimizing media recipes for T cell cultures. Different media components and ingredient ratios can be compared against one another to help support research into T cell-based therapies, especially researchers pursuing serum-free and animal-free media formulations.

Two different media for T cell cultures are compared here. Data results from other media experiments can easily be added, if desired.

Experimental Protocol

T cells were cultured over 14 days using a generic cell culture protocol.

Media recipes compared:

• Media X - An off the shelf chemically-derived media, with no animal components. Designed for day 7 harvesting of cells.
• Media Y - An off the shelf chemically-derived media, with no animal components. Designed for day 14 harvesting.
• Control - no media used in culture.

Analysis Results

Media X performance peaked at day 7 (as documented by the supplier). Media Y peaks at day 14. In terms of absolute cell production, Media Y outperformed the control and Media X.

• Mean Cells Per Day (Tabular)
• Mean Cells Per Day (Graph)

All data presented here is fictional and was created by random number generators.