Cross-Modal Feature Regression Analysis

Use the cross-modal feature regression analysis to model how the expression of a target feature, such as a surface protein or marker gene is influenced by other features, including genes or chromatin accessibility peaks, across individual cells. This analytical tool enables the identification of potential regulatory features, supports the inference of directional interactions, and facilitates hypothesis generation regarding gene regulatory mechanisms within complex cellular systems.