{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "CRC-073-03-1A",
  "donor_id": "CRC-073-03-1A",
  "summary": {
    "sample_id": "CRC-073-03-1A",
    "donor_id": "CRC-073-03-1A",
    "cancer_type": "CRC",
    "health_status": "Colorectal Cancer; Normal",
    "tissue_or_cell_source": "Normal",
    "cells_in_umap_file": 2186,
    "cells_analyzed": 1999,
    "clusters": 19,
    "genes_read": 24943,
    "genes_nonzero_in_analyzed_cells": 23885,
    "mean_umi": 13290,
    "mean_genes": 2103,
    "mean_pct_mito": 4.433,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=CRC-073-03-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/CRC-073-03-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/CRC-073-03-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/CRC-073-03-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/CRC-073-03-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "cells": 281,
      "mean_umi": 35187.2562,
      "median_genes": 3177,
      "mean_pct_mito": 2.4967
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "cells": 238,
      "mean_umi": 6433.958,
      "median_genes": 2296.5,
      "mean_pct_mito": 6.4306
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "cells": 212,
      "mean_umi": 3646.1179,
      "median_genes": 339,
      "mean_pct_mito": 2.7139
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "cells": 172,
      "mean_umi": 6988.0523,
      "median_genes": 2499.5,
      "mean_pct_mito": 6.6867
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "cells": 167,
      "mean_umi": 2019.0898,
      "median_genes": 564,
      "mean_pct_mito": 3.3758
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "cells": 157,
      "mean_umi": 39407.6561,
      "median_genes": 2740,
      "mean_pct_mito": 2.0142
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "cells": 131,
      "mean_umi": 4824.6489,
      "median_genes": 1645,
      "mean_pct_mito": 5.3268
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "cells": 97,
      "mean_umi": 24663.9175,
      "median_genes": 3319,
      "mean_pct_mito": 3.3746
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "cells": 93,
      "mean_umi": 9166.9462,
      "median_genes": 3105,
      "mean_pct_mito": 7.9975
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "cells": 93,
      "mean_umi": 1901.6022,
      "median_genes": 471,
      "mean_pct_mito": 3.814
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "cells": 86,
      "mean_umi": 11056.1047,
      "median_genes": 4065.5,
      "mean_pct_mito": 5.5796
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "cells": 66,
      "mean_umi": 2709.2121,
      "median_genes": 1120,
      "mean_pct_mito": 4.4698
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "cells": 52,
      "mean_umi": 2818.6731,
      "median_genes": 716,
      "mean_pct_mito": 4.2751
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "cells": 46,
      "mean_umi": 6758.7826,
      "median_genes": 782.5,
      "mean_pct_mito": 5.5688
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "cells": 33,
      "mean_umi": 8362.7273,
      "median_genes": 2710,
      "mean_pct_mito": 7.1853
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "cells": 33,
      "mean_umi": 15292.3939,
      "median_genes": 3795,
      "mean_pct_mito": 6.0459
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "cells": 16,
      "mean_umi": 8236.125,
      "median_genes": 2677.5,
      "mean_pct_mito": 5.9394
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "cells": 15,
      "mean_umi": 1465.9333,
      "median_genes": 498,
      "mean_pct_mito": 3.1591
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "cells": 11,
      "mean_umi": 7179.8182,
      "median_genes": 2733,
      "mean_pct_mito": 6.1644
    }
  ],
  "program_scores": [
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 2.9957
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 2.8902
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 2.2314
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.3772
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.193
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.8355
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.4161
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.4033
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3988
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3894
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.313
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3029
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2958
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2905
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2617
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2079
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1961
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1806
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1752
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.7736
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2889
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.245
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2294
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1542
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1424
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1395
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1384
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1247
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0922
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.091
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0907
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0672
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0345
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0289
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0261
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0215
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0197
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0042
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.2224
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.1901
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.104
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0995
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0721
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0645
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0396
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0342
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0309
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0187
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0176
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0149
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0138
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0064
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0048
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0045
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0036
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0018
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.836
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.4599
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.3935
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.3278
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.1116
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0762
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0751
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0736
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0622
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0599
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0477
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0417
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0397
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0354
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0307
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0304
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0289
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0244
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0243
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 1.8691
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 1.7156
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0289
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0207
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0196
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.015
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0111
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0107
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0099
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0097
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0079
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0076
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0054
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0039
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0038
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0028
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.001
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 2.09
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.6244
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.591
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4214
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0675
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0508
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0364
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0321
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.03
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0272
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0244
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0157
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0151
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0147
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0099
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0095
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0089
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1774
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0978
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0727
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0717
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0694
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0668
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0593
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0536
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0501
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0283
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.026
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0234
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.022
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0213
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0191
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.018
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0086
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 1.1737
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 1.1029
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.58
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0794
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0597
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0539
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.028
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0224
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0211
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0189
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0161
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0105
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0084
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.008
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0076
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0056
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0043
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0021
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0017
    }
  ],
  "program_summary": [
    {
      "program": "B_plasma",
      "cluster_count": 19,
      "mean_score": 0.8081,
      "max_score": 2.9957,
      "mean_genes_used": 8
    },
    {
      "program": "Myeloid_APC",
      "cluster_count": 19,
      "mean_score": 0.2152,
      "max_score": 2.09,
      "mean_genes_used": 9
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 19,
      "mean_score": 0.1973,
      "max_score": 1.8691,
      "mean_genes_used": 8
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 19,
      "mean_score": 0.1686,
      "max_score": 1.1737,
      "mean_genes_used": 10
    },
    {
      "program": "Epithelial_tumor",
      "cluster_count": 19,
      "mean_score": 0.1463,
      "max_score": 0.836,
      "mean_genes_used": 8
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 19,
      "mean_score": 0.1427,
      "max_score": 0.7736,
      "mean_genes_used": 8
    },
    {
      "program": "Endothelial",
      "cluster_count": 19,
      "mean_score": 0.0496,
      "max_score": 0.2224,
      "mean_genes_used": 7
    },
    {
      "program": "Proliferation",
      "cluster_count": 19,
      "mean_score": 0.0469,
      "max_score": 0.1774,
      "mean_genes_used": 7
    }
  ],
  "top_markers": [
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "JCHAIN",
      "score_log1p_diff": 5.4922,
      "mean_log1p_expr": 7.2067,
      "detect_fraction": 0.9929
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "rank": 1,
      "gene": "JCHAIN",
      "score_log1p_diff": 5.2979,
      "mean_log1p_expr": 7.3684,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "rank": 1,
      "gene": "TPSB2",
      "score_log1p_diff": 4.5071,
      "mean_log1p_expr": 4.5085,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 4.2113,
      "mean_log1p_expr": 4.4965,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "rank": 1,
      "gene": "CXCL14",
      "score_log1p_diff": 3.9756,
      "mean_log1p_expr": 4.0955,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "ADAMDEC1",
      "score_log1p_diff": 3.4362,
      "mean_log1p_expr": 3.4599,
      "detect_fraction": 0.8372
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "JCHAIN",
      "score_log1p_diff": 3.2706,
      "mean_log1p_expr": 5.5984,
      "detect_fraction": 0.9072
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 3.1502,
      "mean_log1p_expr": 3.453,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "PDE3B",
      "score_log1p_diff": 2.9595,
      "mean_log1p_expr": 3.6029,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "ANKRD28",
      "score_log1p_diff": 2.8917,
      "mean_log1p_expr": 4.2908,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "PHGR1",
      "score_log1p_diff": 2.8037,
      "mean_log1p_expr": 3.2411,
      "detect_fraction": 0.9783
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "CCL5",
      "score_log1p_diff": 2.8023,
      "mean_log1p_expr": 3.2213,
      "detect_fraction": 0.9826
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "PYY",
      "score_log1p_diff": 2.4485,
      "mean_log1p_expr": 2.4797,
      "detect_fraction": 0.5385
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "rank": 1,
      "gene": "G0S2",
      "score_log1p_diff": 2.3414,
      "mean_log1p_expr": 2.4361,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 2.0502,
      "mean_log1p_expr": 2.3095,
      "detect_fraction": 0.9462
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "IL7R",
      "score_log1p_diff": 1.9562,
      "mean_log1p_expr": 2.1742,
      "detect_fraction": 0.9286
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "MUC12",
      "score_log1p_diff": 1.3066,
      "mean_log1p_expr": 1.4369,
      "detect_fraction": 0.8636
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "LGALS4",
      "score_log1p_diff": 1.2269,
      "mean_log1p_expr": 1.3977,
      "detect_fraction": 0.8084
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "JCHAIN",
      "score_log1p_diff": 1.156,
      "mean_log1p_expr": 3.52,
      "detect_fraction": 0.7877
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "rank": 2,
      "gene": "IGHA1",
      "score_log1p_diff": 4.8863,
      "mean_log1p_expr": 7.2853,
      "detect_fraction": 0.9936
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "IGHA1",
      "score_log1p_diff": 4.8573,
      "mean_log1p_expr": 6.9572,
      "detect_fraction": 0.9964
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "rank": 2,
      "gene": "TPSAB1",
      "score_log1p_diff": 3.6057,
      "mean_log1p_expr": 3.6064,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "rank": 2,
      "gene": "LYZ",
      "score_log1p_diff": 3.3305,
      "mean_log1p_expr": 3.3928,
      "detect_fraction": 0.9394
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "rank": 2,
      "gene": "SOX6",
      "score_log1p_diff": 3.3017,
      "mean_log1p_expr": 3.3225,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "CFD",
      "score_log1p_diff": 3.2973,
      "mean_log1p_expr": 3.3403,
      "detect_fraction": 0.8488
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "CCL5",
      "score_log1p_diff": 2.9024,
      "mean_log1p_expr": 3.4275,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "IGHA1",
      "score_log1p_diff": 2.6295,
      "mean_log1p_expr": 5.2846,
      "detect_fraction": 0.9485
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "rank": 2,
      "gene": "BANK1",
      "score_log1p_diff": 2.3174,
      "mean_log1p_expr": 2.396,
      "detect_fraction": 0.9091
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "RAPGEF2",
      "score_log1p_diff": 2.2457,
      "mean_log1p_expr": 3.2266,
      "detect_fraction": 0.9924
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "rank": 2,
      "gene": "S100A9",
      "score_log1p_diff": 2.1912,
      "mean_log1p_expr": 2.2116,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "FABP1",
      "score_log1p_diff": 2.1123,
      "mean_log1p_expr": 2.4056,
      "detect_fraction": 0.8478
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "FYN",
      "score_log1p_diff": 2.0266,
      "mean_log1p_expr": 2.5872,
      "detect_fraction": 0.9884
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "GCG",
      "score_log1p_diff": 1.9638,
      "mean_log1p_expr": 1.9727,
      "detect_fraction": 0.5577
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "FYN",
      "score_log1p_diff": 1.5653,
      "mean_log1p_expr": 2.1139,
      "detect_fraction": 0.979
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 1.5197,
      "mean_log1p_expr": 1.7363,
      "detect_fraction": 0.8817
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "PHGR1",
      "score_log1p_diff": 1.0279,
      "mean_log1p_expr": 1.444,
      "detect_fraction": 0.8443
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "ELF3",
      "score_log1p_diff": 1.0178,
      "mean_log1p_expr": 1.1146,
      "detect_fraction": 0.6364
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "IGKC",
      "score_log1p_diff": 0.8908,
      "mean_log1p_expr": 3.8347,
      "detect_fraction": 0.9057
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "IGKC",
      "score_log1p_diff": 4.5664,
      "mean_log1p_expr": 6.9629,
      "detect_fraction": 0.9964
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "rank": 3,
      "gene": "IGKC",
      "score_log1p_diff": 4.1787,
      "mean_log1p_expr": 6.8889,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "rank": 3,
      "gene": "CST3",
      "score_log1p_diff": 3.2906,
      "mean_log1p_expr": 3.6698,
      "detect_fraction": 0.9091
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "IGFBP7",
      "score_log1p_diff": 3.2351,
      "mean_log1p_expr": 3.2729,
      "detect_fraction": 0.9767
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "rank": 3,
      "gene": "CALD1",
      "score_log1p_diff": 3.1315,
      "mean_log1p_expr": 3.2519,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "rank": 3,
      "gene": "CPA3",
      "score_log1p_diff": 3.0549,
      "mean_log1p_expr": 3.0549,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "AL136456.1",
      "score_log1p_diff": 2.6282,
      "mean_log1p_expr": 2.8407,
      "detect_fraction": 0.828
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "ANKRD28",
      "score_log1p_diff": 2.5253,
      "mean_log1p_expr": 3.9913,
      "detect_fraction": 0.9794
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "rank": 3,
      "gene": "CD74",
      "score_log1p_diff": 2.2676,
      "mean_log1p_expr": 3.324,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "FNDC3B",
      "score_log1p_diff": 2.0691,
      "mean_log1p_expr": 3.0203,
      "detect_fraction": 0.9847
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "rank": 3,
      "gene": "CXCL8",
      "score_log1p_diff": 2.0039,
      "mean_log1p_expr": 2.0527,
      "detect_fraction": 0.8667
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "PTPRC",
      "score_log1p_diff": 1.8741,
      "mean_log1p_expr": 2.6864,
      "detect_fraction": 0.9884
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "KRT20",
      "score_log1p_diff": 1.8313,
      "mean_log1p_expr": 1.898,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "INSL5",
      "score_log1p_diff": 1.7182,
      "mean_log1p_expr": 1.73,
      "detect_fraction": 0.5577
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "TNFAIP3",
      "score_log1p_diff": 1.4459,
      "mean_log1p_expr": 2.1986,
      "detect_fraction": 0.9496
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "HLA-DPA1",
      "score_log1p_diff": 1.1436,
      "mean_log1p_expr": 1.4737,
      "detect_fraction": 0.8065
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "KRT8",
      "score_log1p_diff": 0.9931,
      "mean_log1p_expr": 1.1894,
      "detect_fraction": 0.7784
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "PIGR",
      "score_log1p_diff": 0.9158,
      "mean_log1p_expr": 1.1351,
      "detect_fraction": 0.7424
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "IGHA1",
      "score_log1p_diff": 0.7427,
      "mean_log1p_expr": 3.4467,
      "detect_fraction": 0.8302
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "rank": 4,
      "gene": "IGHA2",
      "score_log1p_diff": 4.0549,
      "mean_log1p_expr": 5.7203,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "IGHA2",
      "score_log1p_diff": 3.9175,
      "mean_log1p_expr": 5.3507,
      "detect_fraction": 0.9822
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "rank": 4,
      "gene": "CD74",
      "score_log1p_diff": 3.1408,
      "mean_log1p_expr": 4.1828,
      "detect_fraction": 0.9697
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "A2M",
      "score_log1p_diff": 2.9513,
      "mean_log1p_expr": 3.0069,
      "detect_fraction": 0.9186
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_19",
      "rank": 4,
      "gene": "PRKG1",
      "score_log1p_diff": 2.9116,
      "mean_log1p_expr": 3.0646,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_17",
      "rank": 4,
      "gene": "SLC24A3",
      "score_log1p_diff": 2.9087,
      "mean_log1p_expr": 2.9555,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "CBLB",
      "score_log1p_diff": 2.5235,
      "mean_log1p_expr": 3.0493,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "IGKC",
      "score_log1p_diff": 2.4117,
      "mean_log1p_expr": 5.3331,
      "detect_fraction": 0.9897
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_15",
      "rank": 4,
      "gene": "CXCR4",
      "score_log1p_diff": 2.2507,
      "mean_log1p_expr": 2.7814,
      "detect_fraction": 0.9697
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_18",
      "rank": 4,
      "gene": "S100A8",
      "score_log1p_diff": 1.9659,
      "mean_log1p_expr": 1.9724,
      "detect_fraction": 0.9333
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "PDE3B",
      "score_log1p_diff": 1.8584,
      "mean_log1p_expr": 2.4795,
      "detect_fraction": 0.9244
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "MALAT1",
      "score_log1p_diff": 1.7542,
      "mean_log1p_expr": 5.7125,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "CEACAM5",
      "score_log1p_diff": 1.7475,
      "mean_log1p_expr": 1.8169,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "PDE3B",
      "score_log1p_diff": 1.4378,
      "mean_log1p_expr": 2.0477,
      "detect_fraction": 0.895
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "PCSK1N",
      "score_log1p_diff": 1.1775,
      "mean_log1p_expr": 1.2044,
      "detect_fraction": 0.5769
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "CST3",
      "score_log1p_diff": 1.1294,
      "mean_log1p_expr": 1.5103,
      "detect_fraction": 0.7312
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "MUC4",
      "score_log1p_diff": 0.8984,
      "mean_log1p_expr": 0.9291,
      "detect_fraction": 0.697
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "S100A10",
      "score_log1p_diff": 0.8339,
      "mean_log1p_expr": 1.532,
      "detect_fraction": 0.9162
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "IGLC2",
      "score_log1p_diff": 0.3236,
      "mean_log1p_expr": 1.8726,
      "detect_fraction": 0.566
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_1",
      "rank": 5,
      "gene": "SSR4",
      "score_log1p_diff": 3.2083,
      "mean_log1p_expr": 4.5707,
      "detect_fraction": 0.9929
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_6",
      "rank": 5,
      "gene": "SSR4",
      "score_log1p_diff": 3.2062,
      "mean_log1p_expr": 4.7678,
      "detect_fraction": 1
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_16",
      "rank": 5,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 3.1321,
      "mean_log1p_expr": 3.3678,
      "detect_fraction": 0.9697
    },
    {
      "sample_id": "CRC-073-03-1A",
      "cluster": "cluster_11",
      "rank": 5,
      "gene": "DCN",
      "score_log1p_diff": 2.9046,
      "mean_log1p_expr": 2.9166,
      "detect_fraction": 0.8372
    }
  ],
  "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"
  }
}