{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "SACC-103-03-1A",
  "donor_id": "SACC-103-03-1A",
  "summary": {
    "sample_id": "SACC-103-03-1A",
    "donor_id": "SACC-103-03-1A",
    "cancer_type": "SACC",
    "health_status": "Salivary Adenoid Cystic Carcinoma; Tumour",
    "tissue_or_cell_source": "Tumour",
    "cells_in_umap_file": 6326,
    "cells_analyzed": 2000,
    "clusters": 16,
    "genes_read": 27463,
    "genes_nonzero_in_analyzed_cells": 25426,
    "mean_umi": 8263,
    "mean_genes": 2778,
    "mean_pct_mito": 3.081,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=SACC-103-03-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/SACC-103-03-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/SACC-103-03-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/SACC-103-03-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/SACC-103-03-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "cells": 301,
      "mean_umi": 10944.6312,
      "median_genes": 3770,
      "mean_pct_mito": 2.931
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "cells": 284,
      "mean_umi": 13738.8239,
      "median_genes": 4274,
      "mean_pct_mito": 2.6495
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "cells": 236,
      "mean_umi": 4634.6356,
      "median_genes": 2050.5,
      "mean_pct_mito": 5.8585
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "cells": 225,
      "mean_umi": 6839.0978,
      "median_genes": 2749,
      "mean_pct_mito": 3.2027
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "cells": 212,
      "mean_umi": 12275.5613,
      "median_genes": 3868.5,
      "mean_pct_mito": 3.285
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "cells": 212,
      "mean_umi": 2769.934,
      "median_genes": 531.5,
      "mean_pct_mito": 1.4729
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "cells": 164,
      "mean_umi": 10245.8415,
      "median_genes": 3468,
      "mean_pct_mito": 3.482
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "cells": 130,
      "mean_umi": 3098.6538,
      "median_genes": 1424,
      "mean_pct_mito": 2.7097
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "cells": 67,
      "mean_umi": 3542.5224,
      "median_genes": 467,
      "mean_pct_mito": 1.0967
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "cells": 45,
      "mean_umi": 9565.0222,
      "median_genes": 3291,
      "mean_pct_mito": 2.8555
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "cells": 25,
      "mean_umi": 5455.24,
      "median_genes": 2094,
      "mean_pct_mito": 2.2611
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "cells": 25,
      "mean_umi": 1053.56,
      "median_genes": 604,
      "mean_pct_mito": 1.6566
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "cells": 23,
      "mean_umi": 8449.6087,
      "median_genes": 2838,
      "mean_pct_mito": 2.3665
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "cells": 20,
      "mean_umi": 12235.35,
      "median_genes": 3902,
      "mean_pct_mito": 3.6335
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "cells": 17,
      "mean_umi": 6726.8235,
      "median_genes": 3109,
      "mean_pct_mito": 1.6335
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "cells": 14,
      "mean_umi": 2900.3571,
      "median_genes": 1177.5,
      "mean_pct_mito": 2.7052
    }
  ],
  "program_scores": [
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.0279
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.5048
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3082
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2955
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1822
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1796
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1478
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1134
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1014
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0732
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0611
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0574
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0574
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0563
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0523
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.05
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1102
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0664
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.064
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0222
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0215
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0208
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0204
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.015
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0144
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0144
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0104
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0104
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0097
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0046
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0033
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.38
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0803
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.036
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0348
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0325
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0277
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0234
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0189
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0186
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0158
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.008
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0071
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0066
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0063
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.005
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0043
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 2.5379
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 2.446
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 2.3917
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 2.0197
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 1.814
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 1.7422
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 1.5423
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 1.2908
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.8809
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.8594
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.5589
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.5395
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.5211
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.4742
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.4698
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.2821
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.9132
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.3515
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.1529
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0647
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0549
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.031
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0304
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0282
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.027
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0238
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0214
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0173
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0163
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0139
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0137
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0062
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 1.4719
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.6684
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1723
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0876
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0814
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.032
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0221
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0192
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0176
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0156
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0153
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0143
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0112
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0106
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0055
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 1.1855
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.3023
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.2706
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.2523
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.2149
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.2065
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1779
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1101
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1089
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0899
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.078
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0701
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0561
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0536
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0417
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.034
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2871
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0226
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0106
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0101
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0099
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0083
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0082
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0069
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0057
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0048
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0031
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0028
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0026
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0021
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    }
  ],
  "program_summary": [
    {
      "program": "Epithelial_tumor",
      "cluster_count": 16,
      "mean_score": 1.2732,
      "max_score": 2.5379,
      "mean_genes_used": 8
    },
    {
      "program": "B_plasma",
      "cluster_count": 16,
      "mean_score": 0.2043,
      "max_score": 1.0279,
      "mean_genes_used": 8
    },
    {
      "program": "Proliferation",
      "cluster_count": 16,
      "mean_score": 0.2033,
      "max_score": 1.1855,
      "mean_genes_used": 7
    },
    {
      "program": "Myeloid_APC",
      "cluster_count": 16,
      "mean_score": 0.1653,
      "max_score": 1.4719,
      "mean_genes_used": 9
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 16,
      "mean_score": 0.1104,
      "max_score": 0.9132,
      "mean_genes_used": 8
    },
    {
      "program": "Endothelial",
      "cluster_count": 16,
      "mean_score": 0.0441,
      "max_score": 0.38,
      "mean_genes_used": 7
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 16,
      "mean_score": 0.0255,
      "max_score": 0.1102,
      "mean_genes_used": 8
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 16,
      "mean_score": 0.0244,
      "max_score": 0.2871,
      "mean_genes_used": 10
    }
  ],
  "top_markers": [
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "SFTPB",
      "score_log1p_diff": 4.2079,
      "mean_log1p_expr": 4.2911,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 3.5767,
      "mean_log1p_expr": 3.7306,
      "detect_fraction": 0.9565
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "rank": 1,
      "gene": "TPSB2",
      "score_log1p_diff": 3.3757,
      "mean_log1p_expr": 3.3777,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "IGKC",
      "score_log1p_diff": 3.1933,
      "mean_log1p_expr": 3.4962,
      "detect_fraction": 0.7612
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "KRT14",
      "score_log1p_diff": 2.4372,
      "mean_log1p_expr": 4.1819,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "A2M",
      "score_log1p_diff": 2.3199,
      "mean_log1p_expr": 2.3925,
      "detect_fraction": 0.88
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "MGP",
      "score_log1p_diff": 2.101,
      "mean_log1p_expr": 4.8114,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "CD74",
      "score_log1p_diff": 1.8934,
      "mean_log1p_expr": 2.1648,
      "detect_fraction": 0.96
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "WFDC2",
      "score_log1p_diff": 1.8635,
      "mean_log1p_expr": 3.4945,
      "detect_fraction": 0.9965
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "SRGN",
      "score_log1p_diff": 1.7575,
      "mean_log1p_expr": 1.8948,
      "detect_fraction": 0.9154
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "TUBA1B",
      "score_log1p_diff": 1.7105,
      "mean_log1p_expr": 2.6993,
      "detect_fraction": 0.95
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "SPARC",
      "score_log1p_diff": 1.3743,
      "mean_log1p_expr": 1.7247,
      "detect_fraction": 0.8578
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "AZGP1",
      "score_log1p_diff": 1.2316,
      "mean_log1p_expr": 3.4883,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "rank": 1,
      "gene": "EGR1",
      "score_log1p_diff": 1.1816,
      "mean_log1p_expr": 2.4172,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "MYO5B",
      "score_log1p_diff": 1.0249,
      "mean_log1p_expr": 1.9247,
      "detect_fraction": 0.9322
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "CD74",
      "score_log1p_diff": 3.3066,
      "mean_log1p_expr": 3.5637,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "SCGB3A2",
      "score_log1p_diff": 3.2606,
      "mean_log1p_expr": 3.441,
      "detect_fraction": 0.8444
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "IGHA1",
      "score_log1p_diff": 2.9986,
      "mean_log1p_expr": 3.1547,
      "detect_fraction": 0.791
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "rank": 2,
      "gene": "TPSAB1",
      "score_log1p_diff": 2.7998,
      "mean_log1p_expr": 2.8012,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "KRT6B",
      "score_log1p_diff": 2.4014,
      "mean_log1p_expr": 3.2909,
      "detect_fraction": 0.9906
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "IGFBP7",
      "score_log1p_diff": 2.096,
      "mean_log1p_expr": 2.1513,
      "detect_fraction": 0.92
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.8102,
      "mean_log1p_expr": 1.9826,
      "detect_fraction": 0.92
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "AZGP1",
      "score_log1p_diff": 1.7769,
      "mean_log1p_expr": 3.8823,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "CXCR4",
      "score_log1p_diff": 1.7055,
      "mean_log1p_expr": 1.8882,
      "detect_fraction": 0.8846
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "H2AFZ",
      "score_log1p_diff": 1.5944,
      "mean_log1p_expr": 2.4226,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "VIM",
      "score_log1p_diff": 1.3144,
      "mean_log1p_expr": 2.7944,
      "detect_fraction": 0.9467
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "GNAS",
      "score_log1p_diff": 1.2634,
      "mean_log1p_expr": 3.1143,
      "detect_fraction": 0.9967
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "MGP",
      "score_log1p_diff": 1.2153,
      "mean_log1p_expr": 4.1422,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "rank": 2,
      "gene": "C11orf96",
      "score_log1p_diff": 1.0842,
      "mean_log1p_expr": 1.8014,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "TRIO",
      "score_log1p_diff": 0.8616,
      "mean_log1p_expr": 1.8129,
      "detect_fraction": 0.9322
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "SFTPA2",
      "score_log1p_diff": 3.1227,
      "mean_log1p_expr": 3.1624,
      "detect_fraction": 0.9111
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "HLA-DPA1",
      "score_log1p_diff": 2.903,
      "mean_log1p_expr": 3.0112,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "IGLC2",
      "score_log1p_diff": 2.68,
      "mean_log1p_expr": 2.9291,
      "detect_fraction": 0.6269
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "C11orf96",
      "score_log1p_diff": 2.1275,
      "mean_log1p_expr": 2.6285,
      "detect_fraction": 0.9245
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "rank": 3,
      "gene": "SRGN",
      "score_log1p_diff": 2.015,
      "mean_log1p_expr": 2.2525,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "TIMP3",
      "score_log1p_diff": 1.8067,
      "mean_log1p_expr": 1.9094,
      "detect_fraction": 0.84
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "KRT7",
      "score_log1p_diff": 1.71,
      "mean_log1p_expr": 3.1955,
      "detect_fraction": 0.9894
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "HLA-DPA1",
      "score_log1p_diff": 1.6392,
      "mean_log1p_expr": 1.7603,
      "detect_fraction": 0.88
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "STMN1",
      "score_log1p_diff": 1.5293,
      "mean_log1p_expr": 2.4804,
      "detect_fraction": 0.95
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "PTPRC",
      "score_log1p_diff": 1.2817,
      "mean_log1p_expr": 1.3029,
      "detect_fraction": 0.9077
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "AZGP1",
      "score_log1p_diff": 1.2627,
      "mean_log1p_expr": 3.4304,
      "detect_fraction": 0.9934
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "PLAT",
      "score_log1p_diff": 1.2474,
      "mean_log1p_expr": 1.2807,
      "detect_fraction": 0.8356
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "WFDC2",
      "score_log1p_diff": 1.1515,
      "mean_log1p_expr": 2.9527,
      "detect_fraction": 0.9939
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "rank": 3,
      "gene": "LRRC75A",
      "score_log1p_diff": 1.0532,
      "mean_log1p_expr": 1.2517,
      "detect_fraction": 0.8824
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "COBL",
      "score_log1p_diff": 0.8492,
      "mean_log1p_expr": 1.9077,
      "detect_fraction": 0.9364
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "CCL3",
      "score_log1p_diff": 2.764,
      "mean_log1p_expr": 2.7866,
      "detect_fraction": 0.8696
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "SFTPA1",
      "score_log1p_diff": 2.5521,
      "mean_log1p_expr": 2.5795,
      "detect_fraction": 0.8444
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "MMP7",
      "score_log1p_diff": 2.1147,
      "mean_log1p_expr": 3.3651,
      "detect_fraction": 0.9858
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "JCHAIN",
      "score_log1p_diff": 2.0111,
      "mean_log1p_expr": 2.0392,
      "detect_fraction": 0.7612
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "rank": 4,
      "gene": "CPA3",
      "score_log1p_diff": 1.8969,
      "mean_log1p_expr": 1.8983,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "CLDN3",
      "score_log1p_diff": 1.6442,
      "mean_log1p_expr": 3.093,
      "detect_fraction": 0.9965
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "LGALS1",
      "score_log1p_diff": 1.5207,
      "mean_log1p_expr": 1.939,
      "detect_fraction": 0.85
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 1.4423,
      "mean_log1p_expr": 1.56,
      "detect_fraction": 0.92
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "SPARCL1",
      "score_log1p_diff": 1.4058,
      "mean_log1p_expr": 1.5547,
      "detect_fraction": 0.72
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "ZFP36L2",
      "score_log1p_diff": 1.2334,
      "mean_log1p_expr": 1.7599,
      "detect_fraction": 0.9077
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "COL17A1",
      "score_log1p_diff": 1.2282,
      "mean_log1p_expr": 1.2509,
      "detect_fraction": 0.84
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "DBI",
      "score_log1p_diff": 1.2139,
      "mean_log1p_expr": 2.1518,
      "detect_fraction": 0.9635
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "KRT19",
      "score_log1p_diff": 1.113,
      "mean_log1p_expr": 3.3261,
      "detect_fraction": 0.9939
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "rank": 4,
      "gene": "KRT81",
      "score_log1p_diff": 1.0452,
      "mean_log1p_expr": 2.1605,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "DTNA",
      "score_log1p_diff": 0.7506,
      "mean_log1p_expr": 1.2945,
      "detect_fraction": 0.7627
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 5,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 2.6882,
      "mean_log1p_expr": 2.793,
      "detect_fraction": 0.8696
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 5,
      "gene": "SERPINA1",
      "score_log1p_diff": 2.1028,
      "mean_log1p_expr": 2.1246,
      "detect_fraction": 0.8222
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 5,
      "gene": "KRT16",
      "score_log1p_diff": 2.0963,
      "mean_log1p_expr": 3.1246,
      "detect_fraction": 0.9811
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 5,
      "gene": "CLDN4",
      "score_log1p_diff": 1.5905,
      "mean_log1p_expr": 3.719,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 5,
      "gene": "HMGB2",
      "score_log1p_diff": 1.4922,
      "mean_log1p_expr": 1.7675,
      "detect_fraction": 0.9
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_16",
      "rank": 5,
      "gene": "VIM",
      "score_log1p_diff": 1.4681,
      "mean_log1p_expr": 3.0857,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_11",
      "rank": 5,
      "gene": "C1QA",
      "score_log1p_diff": 1.3409,
      "mean_log1p_expr": 1.3785,
      "detect_fraction": 0.92
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_12",
      "rank": 5,
      "gene": "TIMP1",
      "score_log1p_diff": 1.2873,
      "mean_log1p_expr": 1.4959,
      "detect_fraction": 0.64
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_4",
      "rank": 5,
      "gene": "CLEC11A",
      "score_log1p_diff": 1.2214,
      "mean_log1p_expr": 1.4404,
      "detect_fraction": 0.8133
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_1",
      "rank": 5,
      "gene": "RPS4X",
      "score_log1p_diff": 1.1152,
      "mean_log1p_expr": 4.0436,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_8",
      "rank": 5,
      "gene": "FYN",
      "score_log1p_diff": 1.0999,
      "mean_log1p_expr": 1.2533,
      "detect_fraction": 0.8615
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_15",
      "rank": 5,
      "gene": "SFTPB",
      "score_log1p_diff": 1.0373,
      "mean_log1p_expr": 1.2063,
      "detect_fraction": 0.8824
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_9",
      "rank": 5,
      "gene": "IGLC3",
      "score_log1p_diff": 1.0345,
      "mean_log1p_expr": 1.1499,
      "detect_fraction": 0.4925
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_7",
      "rank": 5,
      "gene": "CALML5",
      "score_log1p_diff": 0.9251,
      "mean_log1p_expr": 2.7899,
      "detect_fraction": 0.9939
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_3",
      "rank": 5,
      "gene": "LRRFIP2",
      "score_log1p_diff": 0.7328,
      "mean_log1p_expr": 1.9064,
      "detect_fraction": 0.928
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_13",
      "rank": 6,
      "gene": "CCL4",
      "score_log1p_diff": 2.6254,
      "mean_log1p_expr": 2.6792,
      "detect_fraction": 0.8261
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_10",
      "rank": 6,
      "gene": "NAPSA",
      "score_log1p_diff": 2.031,
      "mean_log1p_expr": 2.0421,
      "detect_fraction": 0.8222
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_5",
      "rank": 6,
      "gene": "S100A6",
      "score_log1p_diff": 2.0227,
      "mean_log1p_expr": 3.8026,
      "detect_fraction": 0.9906
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_2",
      "rank": 6,
      "gene": "KRT19",
      "score_log1p_diff": 1.5852,
      "mean_log1p_expr": 3.6645,
      "detect_fraction": 1
    },
    {
      "sample_id": "SACC-103-03-1A",
      "cluster": "cluster_14",
      "rank": 6,
      "gene": "HMGB1",
      "score_log1p_diff": 1.4392,
      "mean_log1p_expr": 2.7451,
      "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"
  }
}
