{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "MPLC-068-07-1A",
  "donor_id": "MPLC-068-07-1A",
  "summary": {
    "sample_id": "MPLC-068-07-1A",
    "donor_id": "MPLC-068-07-1A",
    "cancer_type": "MPLC",
    "health_status": "Multiple Primary Lung Cancer; Tumour",
    "tissue_or_cell_source": "Tumour",
    "cells_in_umap_file": 6955,
    "cells_analyzed": 2000,
    "clusters": 19,
    "genes_read": 29957,
    "genes_nonzero_in_analyzed_cells": 27356,
    "mean_umi": 5568,
    "mean_genes": 2164,
    "mean_pct_mito": 2.779,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=MPLC-068-07-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/MPLC-068-07-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/MPLC-068-07-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/MPLC-068-07-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/MPLC-068-07-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "cells": 464,
      "mean_umi": 5710.7069,
      "median_genes": 2400.5,
      "mean_pct_mito": 3.0541
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "cells": 265,
      "mean_umi": 6697.283,
      "median_genes": 2739,
      "mean_pct_mito": 2.4713
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "cells": 172,
      "mean_umi": 4074.6163,
      "median_genes": 1950,
      "mean_pct_mito": 3.0058
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "cells": 133,
      "mean_umi": 5693.6466,
      "median_genes": 2348,
      "mean_pct_mito": 3.0885
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "cells": 127,
      "mean_umi": 11980.5906,
      "median_genes": 3926,
      "mean_pct_mito": 3.4584
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "cells": 115,
      "mean_umi": 5778.3739,
      "median_genes": 2421,
      "mean_pct_mito": 2.4152
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "cells": 114,
      "mean_umi": 1163.1754,
      "median_genes": 729.5,
      "mean_pct_mito": 2.5632
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "cells": 103,
      "mean_umi": 3283.1845,
      "median_genes": 949,
      "mean_pct_mito": 2.0466
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "cells": 99,
      "mean_umi": 3522.4141,
      "median_genes": 1666,
      "mean_pct_mito": 2.7587
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "cells": 78,
      "mean_umi": 3700.7436,
      "median_genes": 900.5,
      "mean_pct_mito": 2.5379
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "cells": 74,
      "mean_umi": 13469.8108,
      "median_genes": 3628.5,
      "mean_pct_mito": 3.4476
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "cells": 70,
      "mean_umi": 4911.6857,
      "median_genes": 1857,
      "mean_pct_mito": 3.051
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "cells": 61,
      "mean_umi": 1928.6557,
      "median_genes": 1235,
      "mean_pct_mito": 2.9164
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "cells": 45,
      "mean_umi": 1069.6444,
      "median_genes": 674,
      "mean_pct_mito": 1.4339
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "cells": 32,
      "mean_umi": 2484.7812,
      "median_genes": 1086.5,
      "mean_pct_mito": 2.0237
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "cells": 21,
      "mean_umi": 13644,
      "median_genes": 1715,
      "mean_pct_mito": 1.342
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "cells": 12,
      "mean_umi": 5092,
      "median_genes": 2537,
      "mean_pct_mito": 3.6318
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "cells": 9,
      "mean_umi": 2332.1111,
      "median_genes": 1299,
      "mean_pct_mito": 0.8208
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "cells": 6,
      "mean_umi": 878,
      "median_genes": 615.5,
      "mean_pct_mito": 1.9819
    }
  ],
  "program_scores": [
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 2.0964
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.3603
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.1806
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.5029
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3769
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2552
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2165
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1476
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1316
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1296
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.128
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1089
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0895
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.077
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0668
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0662
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0601
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0485
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.0339
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.6144
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.5413
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2645
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.2448
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1864
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1448
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1108
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1059
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.1001
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.092
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0865
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0722
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0466
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0384
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.033
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0234
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0144
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0126
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0916
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0711
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0686
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0522
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0293
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0242
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0217
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0212
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0165
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0162
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0152
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0149
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.011
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0083
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0061
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.006
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0053
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0026
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0025
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.9481
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.6785
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.4322
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.2897
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.1999
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.1947
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.124
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.1061
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0398
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.038
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0359
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0212
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0156
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0136
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0131
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0124
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0119
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0079
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Epithelial_tumor",
      "genes_used": 8,
      "mean_log1p_score": 0.0072
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0527
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0388
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.024
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0153
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0135
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0123
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0108
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0105
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0096
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0083
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0072
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0053
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0052
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0043
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0034
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0034
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.8458
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4392
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.363
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.3009
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1808
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1371
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1034
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0876
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0876
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0721
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0717
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0651
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0554
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0548
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0455
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0344
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0342
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0339
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0296
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 1.0418
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.411
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0831
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0798
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0722
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0642
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0547
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0487
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0473
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0456
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.045
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0393
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0329
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0245
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0209
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.011
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0094
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0066
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0049
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.8902
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.5994
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.5405
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.4867
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.3904
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0533
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.05
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0441
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0364
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0287
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0165
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0157
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0156
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0132
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0125
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.012
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0108
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    }
  ],
  "program_summary": [
    {
      "program": "B_plasma",
      "cluster_count": 19,
      "mean_score": 0.3724,
      "max_score": 2.0964,
      "mean_genes_used": 8
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 19,
      "mean_score": 0.1693,
      "max_score": 0.8902,
      "mean_genes_used": 10
    },
    {
      "program": "Epithelial_tumor",
      "cluster_count": 19,
      "mean_score": 0.1679,
      "max_score": 0.9481,
      "mean_genes_used": 8
    },
    {
      "program": "Myeloid_APC",
      "cluster_count": 19,
      "mean_score": 0.1601,
      "max_score": 0.8458,
      "mean_genes_used": 9
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 19,
      "mean_score": 0.1443,
      "max_score": 0.6144,
      "mean_genes_used": 8
    },
    {
      "program": "Proliferation",
      "cluster_count": 19,
      "mean_score": 0.1128,
      "max_score": 1.0418,
      "mean_genes_used": 7
    },
    {
      "program": "Endothelial",
      "cluster_count": 19,
      "mean_score": 0.0255,
      "max_score": 0.0916,
      "mean_genes_used": 7
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 19,
      "mean_score": 0.0118,
      "max_score": 0.0527,
      "mean_genes_used": 8
    }
  ],
  "top_markers": [
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "rank": 1,
      "gene": "IGKC",
      "score_log1p_diff": 6.2166,
      "mean_log1p_expr": 6.5157,
      "detect_fraction": 0.9524
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "rank": 1,
      "gene": "IGKC",
      "score_log1p_diff": 5.0031,
      "mean_log1p_expr": 5.2875,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "SFTPC",
      "score_log1p_diff": 4.7492,
      "mean_log1p_expr": 6.6111,
      "detect_fraction": 0.9865
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "SFTPC",
      "score_log1p_diff": 4.253,
      "mean_log1p_expr": 6.0206,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "TPSB2",
      "score_log1p_diff": 2.5475,
      "mean_log1p_expr": 3.5266,
      "detect_fraction": 0.9957
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "TPSB2",
      "score_log1p_diff": 2.4872,
      "mean_log1p_expr": 3.7278,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "HLA-DRA",
      "score_log1p_diff": 2.4506,
      "mean_log1p_expr": 3.0025,
      "detect_fraction": 0.9857
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "rank": 1,
      "gene": "S100A2",
      "score_log1p_diff": 2.4238,
      "mean_log1p_expr": 2.4816,
      "detect_fraction": 0.8889
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "CCL5",
      "score_log1p_diff": 2.3795,
      "mean_log1p_expr": 2.5069,
      "detect_fraction": 0.9128
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "rank": 1,
      "gene": "IL32",
      "score_log1p_diff": 2.2428,
      "mean_log1p_expr": 2.6647,
      "detect_fraction": 0.9217
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "rank": 1,
      "gene": "HMGB2",
      "score_log1p_diff": 1.7731,
      "mean_log1p_expr": 2.0166,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "LYZ",
      "score_log1p_diff": 1.6908,
      "mean_log1p_expr": 1.7574,
      "detect_fraction": 0.7821
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "IL32",
      "score_log1p_diff": 1.6164,
      "mean_log1p_expr": 2.0598,
      "detect_fraction": 0.9023
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "SFTPC",
      "score_log1p_diff": 1.5628,
      "mean_log1p_expr": 3.5528,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "rank": 1,
      "gene": "SFTPA1",
      "score_log1p_diff": 1.5324,
      "mean_log1p_expr": 2.5642,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "TXN",
      "score_log1p_diff": 1.4996,
      "mean_log1p_expr": 2.1131,
      "detect_fraction": 0.9126
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "CCL5",
      "score_log1p_diff": 1.263,
      "mean_log1p_expr": 1.5325,
      "detect_fraction": 0.7778
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "SFTPB",
      "score_log1p_diff": 1.2467,
      "mean_log1p_expr": 2.1228,
      "detect_fraction": 0.9825
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "RBFOX1",
      "score_log1p_diff": 0.7115,
      "mean_log1p_expr": 0.7275,
      "detect_fraction": 0.7778
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "rank": 2,
      "gene": "JCHAIN",
      "score_log1p_diff": 4.3565,
      "mean_log1p_expr": 4.4217,
      "detect_fraction": 0.9048
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "SFTPB",
      "score_log1p_diff": 4.3141,
      "mean_log1p_expr": 5.1017,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "SFTPB",
      "score_log1p_diff": 3.9984,
      "mean_log1p_expr": 4.6917,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "rank": 2,
      "gene": "IGHG3",
      "score_log1p_diff": 3.2389,
      "mean_log1p_expr": 3.3067,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "CPA3",
      "score_log1p_diff": 2.52,
      "mean_log1p_expr": 3.2934,
      "detect_fraction": 0.9871
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "TPSAB1",
      "score_log1p_diff": 2.2249,
      "mean_log1p_expr": 3.2153,
      "detect_fraction": 0.9925
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "CD74",
      "score_log1p_diff": 2.2083,
      "mean_log1p_expr": 3.0405,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "rank": 2,
      "gene": "KRT6A",
      "score_log1p_diff": 2.1577,
      "mean_log1p_expr": 2.2136,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "rank": 2,
      "gene": "LTB",
      "score_log1p_diff": 1.7934,
      "mean_log1p_expr": 2.046,
      "detect_fraction": 0.8783
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "rank": 2,
      "gene": "TUBA1B",
      "score_log1p_diff": 1.735,
      "mean_log1p_expr": 2.0968,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "APOE",
      "score_log1p_diff": 1.5756,
      "mean_log1p_expr": 1.8606,
      "detect_fraction": 0.7436
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "INPP4B",
      "score_log1p_diff": 1.5417,
      "mean_log1p_expr": 1.7924,
      "detect_fraction": 0.8722
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "NKG7",
      "score_log1p_diff": 1.3761,
      "mean_log1p_expr": 1.433,
      "detect_fraction": 0.8314
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "rank": 2,
      "gene": "SFTPC",
      "score_log1p_diff": 1.3634,
      "mean_log1p_expr": 3.397,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "SFTPA1",
      "score_log1p_diff": 1.2592,
      "mean_log1p_expr": 2.2571,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "SPP1",
      "score_log1p_diff": 1.2486,
      "mean_log1p_expr": 1.3906,
      "detect_fraction": 0.5631
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "SFTPC",
      "score_log1p_diff": 1.0575,
      "mean_log1p_expr": 3.0349,
      "detect_fraction": 0.9912
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "THEMIS",
      "score_log1p_diff": 1.0448,
      "mean_log1p_expr": 1.1685,
      "detect_fraction": 0.798
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "NAALADL2",
      "score_log1p_diff": 0.4629,
      "mean_log1p_expr": 0.6827,
      "detect_fraction": 0.7333
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "SFTPA1",
      "score_log1p_diff": 4.2945,
      "mean_log1p_expr": 5.1719,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "rank": 3,
      "gene": "IGHG4",
      "score_log1p_diff": 4.2189,
      "mean_log1p_expr": 4.3535,
      "detect_fraction": 0.8571
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "SFTPA2",
      "score_log1p_diff": 3.6261,
      "mean_log1p_expr": 4.4586,
      "detect_fraction": 0.9843
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "rank": 3,
      "gene": "SFTPC",
      "score_log1p_diff": 2.4195,
      "mean_log1p_expr": 4.4185,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "TPSAB1",
      "score_log1p_diff": 2.2277,
      "mean_log1p_expr": 2.9961,
      "detect_fraction": 0.9806
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "CPA3",
      "score_log1p_diff": 2.1267,
      "mean_log1p_expr": 3.203,
      "detect_fraction": 0.9849
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "HLA-DPB1",
      "score_log1p_diff": 1.8102,
      "mean_log1p_expr": 2.2603,
      "detect_fraction": 0.9714
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "rank": 3,
      "gene": "TM4SF1",
      "score_log1p_diff": 1.6771,
      "mean_log1p_expr": 1.7693,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "rank": 3,
      "gene": "STMN1",
      "score_log1p_diff": 1.6747,
      "mean_log1p_expr": 1.8851,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "TSHZ2",
      "score_log1p_diff": 1.5116,
      "mean_log1p_expr": 1.6393,
      "detect_fraction": 0.8797
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "APOC1",
      "score_log1p_diff": 1.4603,
      "mean_log1p_expr": 1.8821,
      "detect_fraction": 0.8333
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "rank": 3,
      "gene": "AL136456.1",
      "score_log1p_diff": 1.4247,
      "mean_log1p_expr": 1.5426,
      "detect_fraction": 0.7217
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "rank": 3,
      "gene": "SFTPA2",
      "score_log1p_diff": 1.3277,
      "mean_log1p_expr": 2.3865,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "SFTPB",
      "score_log1p_diff": 1.2102,
      "mean_log1p_expr": 2.1205,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "AOAH",
      "score_log1p_diff": 1.1711,
      "mean_log1p_expr": 1.2217,
      "detect_fraction": 0.7442
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "PRDX1",
      "score_log1p_diff": 1.0756,
      "mean_log1p_expr": 1.853,
      "detect_fraction": 0.932
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "SFTPA2",
      "score_log1p_diff": 1.039,
      "mean_log1p_expr": 2.0426,
      "detect_fraction": 0.9649
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "IL32",
      "score_log1p_diff": 1.0249,
      "mean_log1p_expr": 1.5251,
      "detect_fraction": 0.8283
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "SOX2-OT",
      "score_log1p_diff": 0.4604,
      "mean_log1p_expr": 0.5545,
      "detect_fraction": 0.6
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "SFTPA2",
      "score_log1p_diff": 4.2439,
      "mean_log1p_expr": 5.1497,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "SFTPA1",
      "score_log1p_diff": 3.5967,
      "mean_log1p_expr": 4.4047,
      "detect_fraction": 0.9843
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "rank": 4,
      "gene": "IGHGP",
      "score_log1p_diff": 2.582,
      "mean_log1p_expr": 2.5994,
      "detect_fraction": 0.7619
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "rank": 4,
      "gene": "IGHG1",
      "score_log1p_diff": 2.3836,
      "mean_log1p_expr": 2.4309,
      "detect_fraction": 0.75
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "MS4A2",
      "score_log1p_diff": 1.9034,
      "mean_log1p_expr": 2.421,
      "detect_fraction": 0.9504
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "MEF2C",
      "score_log1p_diff": 1.8078,
      "mean_log1p_expr": 1.9328,
      "detect_fraction": 0.9714
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "HPGDS",
      "score_log1p_diff": 1.7357,
      "mean_log1p_expr": 2.5195,
      "detect_fraction": 0.9811
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_17",
      "rank": 4,
      "gene": "MT2A",
      "score_log1p_diff": 1.5418,
      "mean_log1p_expr": 2.0924,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_6",
      "rank": 4,
      "gene": "HLA-A",
      "score_log1p_diff": 1.4057,
      "mean_log1p_expr": 2.4656,
      "detect_fraction": 0.9217
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_18",
      "rank": 4,
      "gene": "PERP",
      "score_log1p_diff": 1.3524,
      "mean_log1p_expr": 1.5434,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "FTL",
      "score_log1p_diff": 1.3393,
      "mean_log1p_expr": 3.685,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "PTPRC",
      "score_log1p_diff": 1.3273,
      "mean_log1p_expr": 2.2244,
      "detect_fraction": 0.9398
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "SFTPA2",
      "score_log1p_diff": 1.1849,
      "mean_log1p_expr": 2.2116,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "CD247",
      "score_log1p_diff": 1.1322,
      "mean_log1p_expr": 1.3085,
      "detect_fraction": 0.814
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "AKR1C2",
      "score_log1p_diff": 1.0208,
      "mean_log1p_expr": 1.0629,
      "detect_fraction": 0.6505
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_19",
      "rank": 4,
      "gene": "PDE4D",
      "score_log1p_diff": 0.9837,
      "mean_log1p_expr": 1.5958,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "SFTPA1",
      "score_log1p_diff": 0.9294,
      "mean_log1p_expr": 1.9128,
      "detect_fraction": 0.9825
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "CD2",
      "score_log1p_diff": 0.9085,
      "mean_log1p_expr": 1.1757,
      "detect_fraction": 0.8081
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "CNTNAP2",
      "score_log1p_diff": 0.4564,
      "mean_log1p_expr": 0.4993,
      "detect_fraction": 0.5556
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_11",
      "rank": 5,
      "gene": "NAPSA",
      "score_log1p_diff": 3.6484,
      "mean_log1p_expr": 4.0663,
      "detect_fraction": 1
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_5",
      "rank": 5,
      "gene": "NAPSA",
      "score_log1p_diff": 2.8986,
      "mean_log1p_expr": 3.2675,
      "detect_fraction": 0.9764
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_16",
      "rank": 5,
      "gene": "IGHA1",
      "score_log1p_diff": 2.2641,
      "mean_log1p_expr": 2.3366,
      "detect_fraction": 0.619
    },
    {
      "sample_id": "MPLC-068-07-1A",
      "cluster": "cluster_15",
      "rank": 5,
      "gene": "IGHG4",
      "score_log1p_diff": 2.227,
      "mean_log1p_expr": 2.3702,
      "detect_fraction": 0.9375
    }
  ],
  "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"
  }
}
