Joint Modeling of Tumor–Immune Spatial Interactions A statistically grounded approach to modeling tumor–immune spatial interactions using joint species distribution models on imaging mass cytometry data. SHADE: Modeling Asymmetric Spatial Interactions in Tumor Microenvironments A multilevel Bayesian framework for quantifying direction-specific cell-cell associations in hierarchically-structured spatial tissue data.