{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "OSCC-074-03-1A",
  "donor_id": "OSCC-074-03-1A",
  "summary": {
    "sample_id": "OSCC-074-03-1A",
    "donor_id": "OSCC-074-03-1A",
    "cancer_type": "OSCC",
    "health_status": "Oral Squamous Cell Carcinoma; Normal",
    "tissue_or_cell_source": "Normal",
    "cells_in_umap_file": 8613,
    "cells_analyzed": 1998,
    "clusters": 18,
    "genes_read": 27111,
    "genes_nonzero_in_analyzed_cells": 24399,
    "mean_umi": 8360,
    "mean_genes": 2280,
    "mean_pct_mito": 3.44,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=OSCC-074-03-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/OSCC-074-03-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/OSCC-074-03-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/OSCC-074-03-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/OSCC-074-03-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "cells": 366,
      "mean_umi": 8258.1093,
      "median_genes": 2262,
      "mean_pct_mito": 3.7175
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "cells": 314,
      "mean_umi": 6652.7325,
      "median_genes": 2184,
      "mean_pct_mito": 4.2186
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "cells": 191,
      "mean_umi": 8829.1728,
      "median_genes": 2416,
      "mean_pct_mito": 3.4344
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "cells": 169,
      "mean_umi": 1737.4675,
      "median_genes": 643,
      "mean_pct_mito": 0.9721
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "cells": 166,
      "mean_umi": 14061.9398,
      "median_genes": 2977,
      "mean_pct_mito": 3.2415
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "cells": 148,
      "mean_umi": 8593.2432,
      "median_genes": 2502,
      "mean_pct_mito": 3.4003
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "cells": 122,
      "mean_umi": 8617.9344,
      "median_genes": 2599.5,
      "mean_pct_mito": 4.2272
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "cells": 93,
      "mean_umi": 15877.6667,
      "median_genes": 3367,
      "mean_pct_mito": 3.3975
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "cells": 89,
      "mean_umi": 8404.191,
      "median_genes": 1832,
      "mean_pct_mito": 3.3756
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "cells": 86,
      "mean_umi": 7118.4767,
      "median_genes": 2215.5,
      "mean_pct_mito": 3.9749
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "cells": 76,
      "mean_umi": 7617.6316,
      "median_genes": 2325,
      "mean_pct_mito": 3.1705
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "cells": 46,
      "mean_umi": 7472.8913,
      "median_genes": 2444.5,
      "mean_pct_mito": 4.3772
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "cells": 45,
      "mean_umi": 8157.0444,
      "median_genes": 2616,
      "mean_pct_mito": 3.3338
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "cells": 38,
      "mean_umi": 13191.0789,
      "median_genes": 1586.5,
      "mean_pct_mito": 2.3681
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "cells": 27,
      "mean_umi": 3173.3704,
      "median_genes": 1184,
      "mean_pct_mito": 3.7967
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "cells": 13,
      "mean_umi": 10433.4615,
      "median_genes": 3063,
      "mean_pct_mito": 4.2834
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "cells": 5,
      "mean_umi": 12870.2,
      "median_genes": 3119,
      "mean_pct_mito": 2.235
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "cells": 4,
      "mean_umi": 10218.25,
      "median_genes": 1406,
      "mean_pct_mito": 0.3796
    }
  ],
  "program_scores": [
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.839
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.0484
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.033
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.0071
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.635
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3849
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2137
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1807
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1596
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1585
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1308
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1196
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1095
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0875
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.072
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0711
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0489
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.016
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.4317
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2679
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2154
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1827
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1673
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.158
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1559
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1484
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1452
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0888
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0697
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0639
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0621
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0609
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0605
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0561
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0216
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.656
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.1383
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.1035
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0658
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0594
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0327
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0322
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0293
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0175
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0121
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0105
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0094
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0056
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0037
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0026
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.6604
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.1389
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0254
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.023
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0193
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0178
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0059
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0057
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0051
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0046
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0042
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0038
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0032
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0028
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0025
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0015
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 1.1167
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0752
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0717
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.065
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0541
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.052
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0513
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0488
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0483
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0477
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.047
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0463
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0457
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0419
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0407
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.04
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0231
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0179
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 2.0252
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 1.7675
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 1.1012
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.8839
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4656
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4279
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4056
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2191
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1976
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1348
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1184
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0962
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0929
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0903
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0803
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0793
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0738
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0547
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1872
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1153
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0715
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0675
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0637
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0597
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0575
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0552
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0486
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0463
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0443
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0435
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.043
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0402
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0344
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0289
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0165
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0047
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.8315
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.6203
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.4701
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.4687
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.4314
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.3939
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.3551
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.3079
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.1535
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0825
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0717
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0695
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0562
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0475
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0373
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0261
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0158
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    }
  ],
  "program_summary": [
    {
      "program": "Myeloid_APC",
      "cluster_count": 18,
      "mean_score": 0.4619,
      "max_score": 2.0252,
      "mean_genes_used": 9
    },
    {
      "program": "B_plasma",
      "cluster_count": 18,
      "mean_score": 0.4064,
      "max_score": 1.839,
      "mean_genes_used": 8
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 18,
      "mean_score": 0.2466,
      "max_score": 0.8315,
      "mean_genes_used": 10
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 18,
      "mean_score": 0.1309,
      "max_score": 0.4317,
      "mean_genes_used": 8
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 18,
      "mean_score": 0.1074,
      "max_score": 1.1167,
      "mean_genes_used": 8
    },
    {
      "program": "Endothelial",
      "cluster_count": 18,
      "mean_score": 0.0658,
      "max_score": 0.656,
      "mean_genes_used": 7
    },
    {
      "program": "Proliferation",
      "cluster_count": 18,
      "mean_score": 0.0571,
      "max_score": 0.1872,
      "mean_genes_used": 7
    },
    {
      "program": "Epithelial_tumor",
      "cluster_count": 18,
      "mean_score": 0.0522,
      "max_score": 0.6604,
      "mean_genes_used": 8
    }
  ],
  "top_markers": [
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "S100A9",
      "score_log1p_diff": 4.1183,
      "mean_log1p_expr": 4.7092,
      "detect_fraction": 0.988
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "IGLC2",
      "score_log1p_diff": 4.115,
      "mean_log1p_expr": 4.3597,
      "detect_fraction": 0.6842
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "rank": 1,
      "gene": "KRT13",
      "score_log1p_diff": 4.0671,
      "mean_log1p_expr": 4.072,
      "detect_fraction": 0.75
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 4.056,
      "mean_log1p_expr": 4.8195,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "rank": 1,
      "gene": "GZMB",
      "score_log1p_diff": 3.3115,
      "mean_log1p_expr": 3.4301,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "S100A8",
      "score_log1p_diff": 3.1769,
      "mean_log1p_expr": 3.7415,
      "detect_fraction": 0.9704
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "rank": 1,
      "gene": "CTSG",
      "score_log1p_diff": 3.1674,
      "mean_log1p_expr": 3.2057,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 2.7039,
      "mean_log1p_expr": 3.491,
      "detect_fraction": 0.9918
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "GNLY",
      "score_log1p_diff": 2.472,
      "mean_log1p_expr": 2.5571,
      "detect_fraction": 0.7556
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "DCN",
      "score_log1p_diff": 2.4081,
      "mean_log1p_expr": 2.5259,
      "detect_fraction": 0.9326
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 2.3757,
      "mean_log1p_expr": 3.2733,
      "detect_fraction": 0.9783
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "rank": 1,
      "gene": "IGFBP7",
      "score_log1p_diff": 2.108,
      "mean_log1p_expr": 2.2515,
      "detect_fraction": 0.8462
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "CCL5",
      "score_log1p_diff": 1.8529,
      "mean_log1p_expr": 1.9544,
      "detect_fraction": 0.9172
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "IKZF2",
      "score_log1p_diff": 1.5323,
      "mean_log1p_expr": 1.6084,
      "detect_fraction": 0.9474
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "rank": 1,
      "gene": "RORA",
      "score_log1p_diff": 1.3966,
      "mean_log1p_expr": 2.0326,
      "detect_fraction": 0.973
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "CMSS1",
      "score_log1p_diff": 1.3576,
      "mean_log1p_expr": 2.19,
      "detect_fraction": 0.8798
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "FAAH2",
      "score_log1p_diff": 1.0675,
      "mean_log1p_expr": 1.8202,
      "detect_fraction": 0.7749
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "CD69",
      "score_log1p_diff": 0.9514,
      "mean_log1p_expr": 1.8222,
      "detect_fraction": 0.907
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "rank": 2,
      "gene": "S100A8",
      "score_log1p_diff": 4.0466,
      "mean_log1p_expr": 4.8718,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "JCHAIN",
      "score_log1p_diff": 3.7491,
      "mean_log1p_expr": 3.8173,
      "detect_fraction": 0.8684
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "LYZ",
      "score_log1p_diff": 3.7392,
      "mean_log1p_expr": 4.0584,
      "detect_fraction": 0.988
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "CD74",
      "score_log1p_diff": 3.5186,
      "mean_log1p_expr": 4.4215,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "rank": 2,
      "gene": "HPGD",
      "score_log1p_diff": 3.1281,
      "mean_log1p_expr": 3.2047,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "rank": 2,
      "gene": "FCHSD2",
      "score_log1p_diff": 2.9664,
      "mean_log1p_expr": 3.3927,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "S100A9",
      "score_log1p_diff": 2.4014,
      "mean_log1p_expr": 3.1312,
      "detect_fraction": 0.9763
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "MT2A",
      "score_log1p_diff": 2.3684,
      "mean_log1p_expr": 3.189,
      "detect_fraction": 0.9213
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "CD74",
      "score_log1p_diff": 2.2206,
      "mean_log1p_expr": 3.1517,
      "detect_fraction": 0.9918
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "EBF1",
      "score_log1p_diff": 1.9707,
      "mean_log1p_expr": 2.2114,
      "detect_fraction": 0.9565
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "rank": 2,
      "gene": "CALCRL",
      "score_log1p_diff": 1.9507,
      "mean_log1p_expr": 2.0014,
      "detect_fraction": 0.7692
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "NKG7",
      "score_log1p_diff": 1.4064,
      "mean_log1p_expr": 1.6198,
      "detect_fraction": 0.7111
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "LDLRAD4",
      "score_log1p_diff": 1.2783,
      "mean_log1p_expr": 2.1957,
      "detect_fraction": 0.9211
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "PITPNC1",
      "score_log1p_diff": 1.2191,
      "mean_log1p_expr": 2.4958,
      "detect_fraction": 0.9727
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "rank": 2,
      "gene": "LDLRAD4",
      "score_log1p_diff": 1.0897,
      "mean_log1p_expr": 1.975,
      "detect_fraction": 0.9189
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "NKG7",
      "score_log1p_diff": 1.0067,
      "mean_log1p_expr": 1.0936,
      "detect_fraction": 0.7134
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "TSHZ2",
      "score_log1p_diff": 0.9204,
      "mean_log1p_expr": 1.603,
      "detect_fraction": 0.7277
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "FOS",
      "score_log1p_diff": 0.7821,
      "mean_log1p_expr": 1.8222,
      "detect_fraction": 0.8721
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "rank": 3,
      "gene": "S100A9",
      "score_log1p_diff": 3.7665,
      "mean_log1p_expr": 4.692,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "S100A8",
      "score_log1p_diff": 3.6215,
      "mean_log1p_expr": 4.1539,
      "detect_fraction": 0.988
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "CST3",
      "score_log1p_diff": 3.5088,
      "mean_log1p_expr": 3.9543,
      "detect_fraction": 0.9892
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "IGKC",
      "score_log1p_diff": 3.0368,
      "mean_log1p_expr": 3.4169,
      "detect_fraction": 0.6316
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "rank": 3,
      "gene": "TPSB2",
      "score_log1p_diff": 2.654,
      "mean_log1p_expr": 2.6685,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "rank": 3,
      "gene": "SEL1L3",
      "score_log1p_diff": 2.5125,
      "mean_log1p_expr": 2.6671,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "CFD",
      "score_log1p_diff": 2.2229,
      "mean_log1p_expr": 2.4844,
      "detect_fraction": 0.8539
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "EBF1",
      "score_log1p_diff": 2.159,
      "mean_log1p_expr": 2.3132,
      "detect_fraction": 0.9426
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "CXCL8",
      "score_log1p_diff": 2.0655,
      "mean_log1p_expr": 2.6552,
      "detect_fraction": 0.929
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "rank": 3,
      "gene": "ZNF385D",
      "score_log1p_diff": 1.8975,
      "mean_log1p_expr": 1.9062,
      "detect_fraction": 0.7692
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "CD74",
      "score_log1p_diff": 1.8675,
      "mean_log1p_expr": 2.8912,
      "detect_fraction": 0.9565
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "SYTL3",
      "score_log1p_diff": 1.325,
      "mean_log1p_expr": 2.1958,
      "detect_fraction": 0.9778
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "FILIP1L",
      "score_log1p_diff": 1.2159,
      "mean_log1p_expr": 1.828,
      "detect_fraction": 0.8169
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "CD247",
      "score_log1p_diff": 1.0467,
      "mean_log1p_expr": 1.7789,
      "detect_fraction": 0.9079
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "rank": 3,
      "gene": "IL7R",
      "score_log1p_diff": 0.9297,
      "mean_log1p_expr": 2.0447,
      "detect_fraction": 0.9527
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "ANK3",
      "score_log1p_diff": 0.8666,
      "mean_log1p_expr": 1.6957,
      "detect_fraction": 0.8377
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "FYN",
      "score_log1p_diff": 0.8662,
      "mean_log1p_expr": 2.3225,
      "detect_fraction": 0.9873
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "JUN",
      "score_log1p_diff": 0.7739,
      "mean_log1p_expr": 1.9364,
      "detect_fraction": 0.8953
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "rank": 4,
      "gene": "SPRR3",
      "score_log1p_diff": 3.7289,
      "mean_log1p_expr": 3.7346,
      "detect_fraction": 0.75
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "EREG",
      "score_log1p_diff": 3.4133,
      "mean_log1p_expr": 3.6122,
      "detect_fraction": 0.9699
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "HLA-DPA1",
      "score_log1p_diff": 3.3173,
      "mean_log1p_expr": 3.8212,
      "detect_fraction": 0.9892
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "IGHA1",
      "score_log1p_diff": 2.774,
      "mean_log1p_expr": 2.9639,
      "detect_fraction": 0.6579
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "rank": 4,
      "gene": "P2RY6",
      "score_log1p_diff": 2.4092,
      "mean_log1p_expr": 2.4236,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "rank": 4,
      "gene": "CPA3",
      "score_log1p_diff": 2.3634,
      "mean_log1p_expr": 2.3696,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "MGP",
      "score_log1p_diff": 2.1188,
      "mean_log1p_expr": 2.216,
      "detect_fraction": 0.8427
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "BANK1",
      "score_log1p_diff": 1.9299,
      "mean_log1p_expr": 1.9844,
      "detect_fraction": 0.959
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "rank": 4,
      "gene": "TM4SF1",
      "score_log1p_diff": 1.8718,
      "mean_log1p_expr": 1.8807,
      "detect_fraction": 0.8462
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "AFF3",
      "score_log1p_diff": 1.8185,
      "mean_log1p_expr": 2.0064,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "G0S2",
      "score_log1p_diff": 1.6122,
      "mean_log1p_expr": 2.0737,
      "detect_fraction": 0.929
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "AHI1",
      "score_log1p_diff": 1.3005,
      "mean_log1p_expr": 1.635,
      "detect_fraction": 0.8444
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "BACH2",
      "score_log1p_diff": 1.1894,
      "mean_log1p_expr": 2.4813,
      "detect_fraction": 0.9891
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "CASK",
      "score_log1p_diff": 1.0326,
      "mean_log1p_expr": 1.4765,
      "detect_fraction": 0.8684
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_6",
      "rank": 4,
      "gene": "KLRB1",
      "score_log1p_diff": 0.9037,
      "mean_log1p_expr": 1.0659,
      "detect_fraction": 0.6351
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "RUNX3",
      "score_log1p_diff": 0.8542,
      "mean_log1p_expr": 1.6064,
      "detect_fraction": 0.9108
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "CNOT6L",
      "score_log1p_diff": 0.7912,
      "mean_log1p_expr": 2.098,
      "detect_fraction": 0.9843
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "FAAH2",
      "score_log1p_diff": 0.7155,
      "mean_log1p_expr": 1.5394,
      "detect_fraction": 0.6512
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_18",
      "rank": 5,
      "gene": "SFN",
      "score_log1p_diff": 3.5089,
      "mean_log1p_expr": 3.5157,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_8",
      "rank": 5,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 3.2556,
      "mean_log1p_expr": 3.8071,
      "detect_fraction": 1
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_5",
      "rank": 5,
      "gene": "THBS1",
      "score_log1p_diff": 3.24,
      "mean_log1p_expr": 3.5729,
      "detect_fraction": 0.9759
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_14",
      "rank": 5,
      "gene": "IGHG1",
      "score_log1p_diff": 2.4148,
      "mean_log1p_expr": 2.4808,
      "detect_fraction": 0.5526
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_17",
      "rank": 5,
      "gene": "IL3RA",
      "score_log1p_diff": 2.3012,
      "mean_log1p_expr": 2.3925,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_15",
      "rank": 5,
      "gene": "MT2A",
      "score_log1p_diff": 2.0506,
      "mean_log1p_expr": 2.949,
      "detect_fraction": 0.963
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_7",
      "rank": 5,
      "gene": "CD83",
      "score_log1p_diff": 1.9084,
      "mean_log1p_expr": 2.4984,
      "detect_fraction": 0.9836
    },
    {
      "sample_id": "OSCC-074-03-1A",
      "cluster": "cluster_16",
      "rank": 5,
      "gene": "ADAMTS9",
      "score_log1p_diff": 1.8661,
      "mean_log1p_expr": 1.8718,
      "detect_fraction": 0.6923
    }
  ],
  "source_tables": {
    "sample_index": "data/human_immune_atlas/analysis/cancerscem_deep/cancerscem_sample_index.tsv",
    "cluster_qc": "data/human_immune_atlas/analysis/cancerscem_deep/cancerscem_cluster_qc.tsv",
    "program_scores": "data/human_immune_atlas/analysis/cancerscem_deep/cancerscem_program_scores.tsv",
    "cluster_markers": "data/human_immune_atlas/analysis/cancerscem_deep/cancerscem_cluster_markers.tsv"
  }
}
