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  "Title": "Screening Cell-Cell Communication in Spatial Transcriptomics via\nCollective Optimal Transport",
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      "title": "COMMOTR: Cell-Cell Communication via Collective Optimal Transport",
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        "COMMOTR"
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      "page": "cluster_position",
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      "author": "Zaoqu Liu",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "The Cell-Cell Communication Problem",
        "Traditional Approaches",
        "The Optimal Transport Formulation",
        "Mathematical Formulation",
        "Classical Optimal Transport (Kantorovich Problem)",
        "Entropy-Regularized OT",
        "Unbalanced Optimal Transport",
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      "created": "2026-01-24 17:52:07",
      "modified": "2026-01-24 17:52:07",
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      "headings": [
        "Introduction",
        "Key Features",
        "Installation",
        "Quick Start",
        "Step 1: Load Ligand-Receptor Database",
        "Filter LR Pairs by Expression",
        "Step 2: Infer Spatial Communication",
        "Access Results",
        "Step 3: Communication Direction Analysis",
        "Spatial Autocorrelation of Direction",
        "Step 4: Cluster-Level Analysis",
        "Visualize Cluster Communication",
        "Dotplot for Multiple Pathways",
        "Step 5: Downstream Analysis",
        "Communication-Dependent Gene Detection",
        "Communication Impact Analysis",
        "Group Cells by Communication Patterns",
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