{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "NB-033-03-1A",
  "donor_id": "NB-033-03-1A",
  "summary": {
    "sample_id": "NB-033-03-1A",
    "donor_id": "NB-033-03-1A",
    "cancer_type": "NB",
    "health_status": "Neuroblastoma; Tumour",
    "tissue_or_cell_source": "Tumour",
    "cells_in_umap_file": 9845,
    "cells_analyzed": 2000,
    "clusters": 17,
    "genes_read": 23392,
    "genes_nonzero_in_analyzed_cells": 21501,
    "mean_umi": 3549,
    "mean_genes": 1141,
    "mean_pct_mito": 2.24,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=NB-033-03-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/NB-033-03-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/NB-033-03-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/NB-033-03-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/NB-033-03-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "cells": 475,
      "mean_umi": 2392.1979,
      "median_genes": 850,
      "mean_pct_mito": 2.464
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "cells": 431,
      "mean_umi": 2978.0534,
      "median_genes": 912,
      "mean_pct_mito": 1.72
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "cells": 273,
      "mean_umi": 3894.1026,
      "median_genes": 1110,
      "mean_pct_mito": 2.4423
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "cells": 255,
      "mean_umi": 3310.9529,
      "median_genes": 997,
      "mean_pct_mito": 2.0167
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "cells": 143,
      "mean_umi": 9277.007,
      "median_genes": 3067,
      "mean_pct_mito": 2.8403
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "cells": 81,
      "mean_umi": 2674.358,
      "median_genes": 897,
      "mean_pct_mito": 2.5126
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "cells": 76,
      "mean_umi": 2781.7368,
      "median_genes": 682.5,
      "mean_pct_mito": 2.9463
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "cells": 57,
      "mean_umi": 1550.807,
      "median_genes": 456,
      "mean_pct_mito": 1.7742
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "cells": 56,
      "mean_umi": 2851.1964,
      "median_genes": 1027.5,
      "mean_pct_mito": 2.1684
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "cells": 45,
      "mean_umi": 3382.4222,
      "median_genes": 1017,
      "mean_pct_mito": 2.5051
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "cells": 40,
      "mean_umi": 9355.1,
      "median_genes": 2152,
      "mean_pct_mito": 2.2839
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "cells": 30,
      "mean_umi": 3739.9,
      "median_genes": 1455.5,
      "mean_pct_mito": 1.4463
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "cells": 12,
      "mean_umi": 5861.75,
      "median_genes": 1760,
      "mean_pct_mito": 1.661
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "cells": 12,
      "mean_umi": 2682.6667,
      "median_genes": 1174,
      "mean_pct_mito": 3.0303
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "cells": 9,
      "mean_umi": 2130.2222,
      "median_genes": 1028,
      "mean_pct_mito": 1.9268
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "cells": 3,
      "mean_umi": 2103.3333,
      "median_genes": 884,
      "mean_pct_mito": 2.001
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "cells": 2,
      "mean_umi": 741.5,
      "median_genes": 408.5,
      "mean_pct_mito": 1.6271
    }
  ],
  "program_scores": [
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.0858
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.0792
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.8921
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.7118
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.4886
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2942
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1324
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1196
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0996
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0901
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0866
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0815
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0811
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0704
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0653
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0605
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0583
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1457
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0967
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0849
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0578
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0574
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0368
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0259
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0173
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0145
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0139
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0137
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0121
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0104
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0077
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0059
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0947
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0439
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0413
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0154
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.013
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0122
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.011
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0088
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0084
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0083
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0077
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0066
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0062
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0033
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1152
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0509
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0381
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0123
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0074
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0061
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.004
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0035
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0034
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0034
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0018
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.0017
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.4069
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0144
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0082
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0077
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0065
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0046
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0029
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.002
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0019
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0016
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0013
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0011
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0003
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 1.6397
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.9093
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.6776
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2838
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2756
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2556
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.227
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0391
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0294
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0279
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0204
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0188
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0188
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0183
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0156
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0154
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.4774
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.3204
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1848
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1079
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1009
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0876
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0626
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0504
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0478
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0311
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0299
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0287
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0287
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0273
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0169
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.6412
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.3294
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2953
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2778
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2707
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2552
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.247
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2428
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.1426
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.042
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0402
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0398
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0304
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0186
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0076
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    }
  ],
  "program_summary": [
    {
      "program": "B_plasma",
      "cluster_count": 17,
      "mean_score": 0.3233,
      "max_score": 1.0858,
      "mean_genes_used": 8
    },
    {
      "program": "Myeloid_APC",
      "cluster_count": 17,
      "mean_score": 0.2631,
      "max_score": 1.6397,
      "mean_genes_used": 9
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 17,
      "mean_score": 0.1694,
      "max_score": 0.6412,
      "mean_genes_used": 10
    },
    {
      "program": "Proliferation",
      "cluster_count": 17,
      "mean_score": 0.0943,
      "max_score": 0.4774,
      "mean_genes_used": 7
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 17,
      "mean_score": 0.0353,
      "max_score": 0.1457,
      "mean_genes_used": 8
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 17,
      "mean_score": 0.0276,
      "max_score": 0.4069,
      "mean_genes_used": 8
    },
    {
      "program": "Endothelial",
      "cluster_count": 17,
      "mean_score": 0.0165,
      "max_score": 0.0947,
      "mean_genes_used": 7
    },
    {
      "program": "Epithelial_tumor",
      "cluster_count": 17,
      "mean_score": 0.0146,
      "max_score": 0.1152,
      "mean_genes_used": 7
    }
  ],
  "top_markers": [
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "FTL",
      "score_log1p_diff": 3.7702,
      "mean_log1p_expr": 5.6288,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "rank": 1,
      "gene": "S100A8",
      "score_log1p_diff": 3.2582,
      "mean_log1p_expr": 3.2848,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "RBFOX1",
      "score_log1p_diff": 2.9916,
      "mean_log1p_expr": 3.0231,
      "detect_fraction": 0.986
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "GPR183",
      "score_log1p_diff": 2.599,
      "mean_log1p_expr": 2.7878,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "rank": 1,
      "gene": "ACSM3",
      "score_log1p_diff": 2.2997,
      "mean_log1p_expr": 2.3908,
      "detect_fraction": 0.8889
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "GNLY",
      "score_log1p_diff": 2.192,
      "mean_log1p_expr": 2.1948,
      "detect_fraction": 0.8333
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "CD74",
      "score_log1p_diff": 2.1126,
      "mean_log1p_expr": 2.7202,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "rank": 1,
      "gene": "CCL19",
      "score_log1p_diff": 1.9722,
      "mean_log1p_expr": 1.9756,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "FTL",
      "score_log1p_diff": 1.6701,
      "mean_log1p_expr": 3.5565,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "GAPDH",
      "score_log1p_diff": 1.6617,
      "mean_log1p_expr": 2.7291,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "CD74",
      "score_log1p_diff": 1.462,
      "mean_log1p_expr": 2.5494,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "SRGN",
      "score_log1p_diff": 0.9057,
      "mean_log1p_expr": 1.4465,
      "detect_fraction": 0.9286
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "CD8B",
      "score_log1p_diff": 0.7711,
      "mean_log1p_expr": 0.853,
      "detect_fraction": 0.7326
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "rank": 1,
      "gene": "GZMK",
      "score_log1p_diff": 0.5685,
      "mean_log1p_expr": 0.5745,
      "detect_fraction": 0.6049
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "B2M",
      "score_log1p_diff": 0.5161,
      "mean_log1p_expr": 3.2975,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "GAS5",
      "score_log1p_diff": 0.4333,
      "mean_log1p_expr": 1.7342,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "SARAF",
      "score_log1p_diff": 0.4303,
      "mean_log1p_expr": 1.7858,
      "detect_fraction": 0.9861
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "TYROBP",
      "score_log1p_diff": 3.118,
      "mean_log1p_expr": 3.1867,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "rank": 2,
      "gene": "S100A9",
      "score_log1p_diff": 2.9681,
      "mean_log1p_expr": 3.0114,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "STMN2",
      "score_log1p_diff": 2.6651,
      "mean_log1p_expr": 2.8,
      "detect_fraction": 0.986
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "NR3C1",
      "score_log1p_diff": 2.4762,
      "mean_log1p_expr": 2.8044,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "rank": 2,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.7985,
      "mean_log1p_expr": 2.4775,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "rank": 2,
      "gene": "TAGLN",
      "score_log1p_diff": 1.6599,
      "mean_log1p_expr": 1.6661,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.628,
      "mean_log1p_expr": 1.9285,
      "detect_fraction": 0.9895
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "NKG7",
      "score_log1p_diff": 1.6209,
      "mean_log1p_expr": 1.6418,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.4131,
      "mean_log1p_expr": 2.079,
      "detect_fraction": 0.8667
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "APOE",
      "score_log1p_diff": 1.3889,
      "mean_log1p_expr": 1.5026,
      "detect_fraction": 0.7193
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "TUBA1B",
      "score_log1p_diff": 1.1571,
      "mean_log1p_expr": 1.5562,
      "detect_fraction": 0.9079
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "RGCC",
      "score_log1p_diff": 0.7624,
      "mean_log1p_expr": 1.3262,
      "detect_fraction": 0.8755
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "NR3C1",
      "score_log1p_diff": 0.6395,
      "mean_log1p_expr": 0.9646,
      "detect_fraction": 0.7143
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "rank": 2,
      "gene": "RGCC",
      "score_log1p_diff": 0.5263,
      "mean_log1p_expr": 1.1729,
      "detect_fraction": 0.8025
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "LTB",
      "score_log1p_diff": 0.5091,
      "mean_log1p_expr": 1.3236,
      "detect_fraction": 0.9294
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "GAPDH",
      "score_log1p_diff": 0.4295,
      "mean_log1p_expr": 1.5503,
      "detect_fraction": 0.9111
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "IKZF1",
      "score_log1p_diff": 0.4021,
      "mean_log1p_expr": 0.7279,
      "detect_fraction": 0.6937
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "SAT1",
      "score_log1p_diff": 3.0046,
      "mean_log1p_expr": 3.4649,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "rank": 3,
      "gene": "CXCL8",
      "score_log1p_diff": 2.7215,
      "mean_log1p_expr": 2.7713,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "NPY",
      "score_log1p_diff": 2.5968,
      "mean_log1p_expr": 2.7839,
      "detect_fraction": 0.9161
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "CD74",
      "score_log1p_diff": 2.406,
      "mean_log1p_expr": 3.5009,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "rank": 3,
      "gene": "IGHM",
      "score_log1p_diff": 1.7964,
      "mean_log1p_expr": 2.1401,
      "detect_fraction": 0.8889
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "rank": 3,
      "gene": "CCL21",
      "score_log1p_diff": 1.3526,
      "mean_log1p_expr": 1.354,
      "detect_fraction": 0.5
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "KLRB1",
      "score_log1p_diff": 1.3259,
      "mean_log1p_expr": 1.3479,
      "detect_fraction": 0.8333
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "SERF2",
      "score_log1p_diff": 1.2843,
      "mean_log1p_expr": 2.5977,
      "detect_fraction": 0.9667
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.2817,
      "mean_log1p_expr": 1.9322,
      "detect_fraction": 0.9123
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 1.2406,
      "mean_log1p_expr": 1.4731,
      "detect_fraction": 0.9495
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "STMN1",
      "score_log1p_diff": 1.1566,
      "mean_log1p_expr": 1.5054,
      "detect_fraction": 0.9211
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "RPS12",
      "score_log1p_diff": 0.7108,
      "mean_log1p_expr": 3.9216,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "S100A4",
      "score_log1p_diff": 0.6384,
      "mean_log1p_expr": 0.8038,
      "detect_fraction": 0.625
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "RGCC",
      "score_log1p_diff": 0.4964,
      "mean_log1p_expr": 1.1011,
      "detect_fraction": 0.8353
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "rank": 3,
      "gene": "CCL5",
      "score_log1p_diff": 0.4959,
      "mean_log1p_expr": 0.5175,
      "detect_fraction": 0.2963
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "CD3D",
      "score_log1p_diff": 0.39,
      "mean_log1p_expr": 0.9179,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "CAMK4",
      "score_log1p_diff": 0.3821,
      "mean_log1p_expr": 0.7001,
      "detect_fraction": 0.7053
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "FTH1",
      "score_log1p_diff": 2.9775,
      "mean_log1p_expr": 5.2947,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "rank": 4,
      "gene": "G0S2",
      "score_log1p_diff": 2.641,
      "mean_log1p_expr": 2.7066,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "GZMB",
      "score_log1p_diff": 2.3096,
      "mean_log1p_expr": 2.3205,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "GAPDH",
      "score_log1p_diff": 2.2807,
      "mean_log1p_expr": 3.2482,
      "detect_fraction": 0.993
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "rank": 4,
      "gene": "CD79B",
      "score_log1p_diff": 1.7319,
      "mean_log1p_expr": 1.8546,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "CMC1",
      "score_log1p_diff": 1.2956,
      "mean_log1p_expr": 1.3644,
      "detect_fraction": 0.75
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "SMIM14",
      "score_log1p_diff": 1.2795,
      "mean_log1p_expr": 1.4105,
      "detect_fraction": 0.7
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "rank": 4,
      "gene": "ACTA2",
      "score_log1p_diff": 1.2322,
      "mean_log1p_expr": 1.2425,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "APOC1",
      "score_log1p_diff": 1.2228,
      "mean_log1p_expr": 1.3182,
      "detect_fraction": 0.7895
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "IGHM",
      "score_log1p_diff": 1.2153,
      "mean_log1p_expr": 1.2784,
      "detect_fraction": 0.8989
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "NPY",
      "score_log1p_diff": 1.1381,
      "mean_log1p_expr": 1.4677,
      "detect_fraction": 0.8421
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "B2M",
      "score_log1p_diff": 0.6252,
      "mean_log1p_expr": 3.3871,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "B2M",
      "score_log1p_diff": 0.5887,
      "mean_log1p_expr": 3.4194,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_6",
      "rank": 4,
      "gene": "PITPNC1",
      "score_log1p_diff": 0.4914,
      "mean_log1p_expr": 0.9993,
      "detect_fraction": 0.8148
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "SARAF",
      "score_log1p_diff": 0.4752,
      "mean_log1p_expr": 1.8629,
      "detect_fraction": 0.9961
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "RPS25",
      "score_log1p_diff": 0.3711,
      "mean_log1p_expr": 3.0069,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "LEPROTL1",
      "score_log1p_diff": 0.3038,
      "mean_log1p_expr": 0.9958,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_11",
      "rank": 5,
      "gene": "PSAP",
      "score_log1p_diff": 2.8267,
      "mean_log1p_expr": 2.9717,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_13",
      "rank": 5,
      "gene": "JCHAIN",
      "score_log1p_diff": 2.2138,
      "mean_log1p_expr": 2.2552,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_5",
      "rank": 5,
      "gene": "MEG3",
      "score_log1p_diff": 2.138,
      "mean_log1p_expr": 2.1597,
      "detect_fraction": 0.951
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_16",
      "rank": 5,
      "gene": "S100A6",
      "score_log1p_diff": 1.893,
      "mean_log1p_expr": 2.266,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_15",
      "rank": 5,
      "gene": "TCL1A",
      "score_log1p_diff": 1.694,
      "mean_log1p_expr": 1.8377,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_14",
      "rank": 5,
      "gene": "DUSP2",
      "score_log1p_diff": 1.294,
      "mean_log1p_expr": 1.6275,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_12",
      "rank": 5,
      "gene": "TCL1A",
      "score_log1p_diff": 1.228,
      "mean_log1p_expr": 1.3609,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_8",
      "rank": 5,
      "gene": "CST3",
      "score_log1p_diff": 1.1998,
      "mean_log1p_expr": 1.3276,
      "detect_fraction": 0.7895
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_7",
      "rank": 5,
      "gene": "TUBB2B",
      "score_log1p_diff": 1.1262,
      "mean_log1p_expr": 1.3494,
      "detect_fraction": 0.8158
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_17",
      "rank": 5,
      "gene": "G0S2",
      "score_log1p_diff": 1.0828,
      "mean_log1p_expr": 1.1513,
      "detect_fraction": 1
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_1",
      "rank": 5,
      "gene": "HLA-DRB1",
      "score_log1p_diff": 1.0632,
      "mean_log1p_expr": 1.2745,
      "detect_fraction": 0.9179
    },
    {
      "sample_id": "NB-033-03-1A",
      "cluster": "cluster_3",
      "rank": 5,
      "gene": "RPS3",
      "score_log1p_diff": 0.6147,
      "mean_log1p_expr": 3.3002,
      "detect_fraction": 1
    }
  ],
  "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"
  }
}