IncucyteDRC

IncucyteDRC analyzes live-cell imaging data acquired on the Essen Biosciences IncuCyte ZOOM to summarize cell proliferation measurements and compute dose–response metrics for small-molecule inhibitor studies.

Key Features:

• Data summarization workflow: Summarizes raw IncuCyte ZOOM imaging measurements into analyzable formats using R-based algorithms.
• Dose-response curve calculation: Computes dose–response curves to quantify concentration-dependent effects of small-molecule inhibitors.
• EC50 value determination: Calculates EC50 (half-maximal effective concentration) values as pharmacological potency metrics.
• Normalization across conditions: Normalizes proliferation data across cell lines and growth conditions based on doubling time to enable comparability.
• R package implementation: Provides an integrated R-based analytical framework and functions for summarization and pharmacological parameter computation.

Scientific Applications:

• Cell proliferation studies: Quantifies proliferation dynamics from live-cell imaging to assess the effects of small-molecule inhibitors on cell growth.
• Comparative analysis across conditions: Enables comparison of inhibitor responses across different cell lines or growth conditions using doubling-time normalization and dose–response metrics.

Methodology:

Processes IncuCyte ZOOM live-cell imaging data within an R-based analytical framework using algorithms to summarize experimental results and to calculate dose–response curves and EC50 values.