{
  "generated_at": "2026-07-09 12:54:49 +0800",
  "dataset_id": "ds-cancerscem-2",
  "dataset_name": "CancerSCEM 2.0",
  "sample_id": "NSCLC-007-02-1A",
  "donor_id": "NSCLC-007-02-1A",
  "summary": {
    "sample_id": "NSCLC-007-02-1A",
    "donor_id": "NSCLC-007-02-1A",
    "cancer_type": "NSCLC",
    "health_status": "Non-small Cell Lung Cancer; Tumour",
    "tissue_or_cell_source": "Tumour",
    "cells_in_umap_file": 9595,
    "cells_analyzed": 2000,
    "clusters": 14,
    "genes_read": 21220,
    "genes_nonzero_in_analyzed_cells": 19772,
    "mean_umi": 2877,
    "mean_genes": 1318,
    "mean_pct_mito": 3.92,
    "matrix_status": "Matrix available",
    "detail_url": "human-immune-donor-detail.php?dataset_id=ds-cancerscem-2&donor_id=NSCLC-007-02-1A",
    "umap_href": "IMG/umap/cancerscem-2/donor/NSCLC-007-02-1A.png",
    "umap_coordinates_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/NSCLC-007-02-1A.umap.tsv.gz",
    "umap_summary_url": "http://8.142.154.29/LACA/data/human_immune_atlas/cancerscem_2_umap/NSCLC-007-02-1A.summary.json"
  },
  "visualizations": [
    {
      "title": "Donor-level analysis panel",
      "href": "IMG/human-immune-analysis/cancerscem-deep/donor/NSCLC-007-02-1A.analysis.png",
      "description": "Cluster cell counts, cluster-by-program score heatmap, and top marker genes."
    }
  ],
  "cluster_qc": [
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "cells": 690,
      "mean_umi": 3624.7971,
      "median_genes": 1569.5,
      "mean_pct_mito": 4.5475
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "cells": 482,
      "mean_umi": 2812.8963,
      "median_genes": 1229.5,
      "mean_pct_mito": 4.4279
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "cells": 295,
      "mean_umi": 1678.9525,
      "median_genes": 758,
      "mean_pct_mito": 2.7176
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "cells": 98,
      "mean_umi": 2680.4184,
      "median_genes": 1273,
      "mean_pct_mito": 3.8184
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "cells": 94,
      "mean_umi": 3327.8723,
      "median_genes": 1407.5,
      "mean_pct_mito": 3.8079
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "cells": 70,
      "mean_umi": 5054.6857,
      "median_genes": 1857,
      "mean_pct_mito": 4.2207
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "cells": 50,
      "mean_umi": 1316.14,
      "median_genes": 674,
      "mean_pct_mito": 2.8438
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "cells": 48,
      "mean_umi": 2141.875,
      "median_genes": 1068.5,
      "mean_pct_mito": 2.9418
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "cells": 47,
      "mean_umi": 1254.0426,
      "median_genes": 483,
      "mean_pct_mito": 3.1577
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "cells": 45,
      "mean_umi": 1561.8222,
      "median_genes": 922,
      "mean_pct_mito": 2.7688
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "cells": 25,
      "mean_umi": 1758.72,
      "median_genes": 817,
      "mean_pct_mito": 3.3623
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "cells": 23,
      "mean_umi": 1700.5217,
      "median_genes": 645,
      "mean_pct_mito": 2.1183
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "cells": 23,
      "mean_umi": 3420.3478,
      "median_genes": 545,
      "mean_pct_mito": 1.159
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "cells": 10,
      "mean_umi": 1310,
      "median_genes": 467,
      "mean_pct_mito": 2.2459
    }
  ],
  "program_scores": [
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 1.6834
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3831
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3414
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3403
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.3209
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.2959
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.254
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.235
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1539
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1459
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1304
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1298
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1296
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "B_plasma",
      "genes_used": 8,
      "mean_log1p_score": 0.1219
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0468
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0227
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0221
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0199
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0173
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0146
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0083
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0075
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0075
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0069
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0069
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0053
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0.0041
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Checkpoint_exhaustion",
      "genes_used": 8,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.6814
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0559
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0396
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.038
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0363
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0344
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0344
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0332
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0313
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0295
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0277
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0271
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0.0139
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Endothelial",
      "genes_used": 7,
      "mean_log1p_score": 0
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.9767
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.8099
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.7906
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.6644
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.4833
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.3081
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.2034
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1737
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1642
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1585
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1518
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1497
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1373
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Epithelial_tumor",
      "genes_used": 7,
      "mean_log1p_score": 0.1048
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.8949
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.7415
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.1944
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.1643
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.1376
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0969
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0897
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0864
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0587
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0505
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.033
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0309
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0288
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Fibroblast_stroma",
      "genes_used": 8,
      "mean_log1p_score": 0.0225
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.7774
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.4608
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2072
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.2001
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1686
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1477
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1389
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1116
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.1017
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0711
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0656
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.065
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0562
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Myeloid_APC",
      "genes_used": 9,
      "mean_log1p_score": 0.0555
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.235
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1982
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1795
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.1225
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0963
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0909
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0871
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0661
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0585
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0522
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0499
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0396
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0395
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "Proliferation",
      "genes_used": 7,
      "mean_log1p_score": 0.0157
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.2255
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0297
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0248
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0231
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0186
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0184
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0169
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0168
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0162
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0154
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0133
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0069
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0.0062
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "program": "T_NK_cytotoxic",
      "genes_used": 10,
      "mean_log1p_score": 0
    }
  ],
  "program_summary": [
    {
      "program": "Epithelial_tumor",
      "cluster_count": 14,
      "mean_score": 0.3769,
      "max_score": 0.9767,
      "mean_genes_used": 7
    },
    {
      "program": "B_plasma",
      "cluster_count": 14,
      "mean_score": 0.3332,
      "max_score": 1.6834,
      "mean_genes_used": 8
    },
    {
      "program": "Fibroblast_stroma",
      "cluster_count": 14,
      "mean_score": 0.1879,
      "max_score": 0.8949,
      "mean_genes_used": 8
    },
    {
      "program": "Myeloid_APC",
      "cluster_count": 14,
      "mean_score": 0.1877,
      "max_score": 0.7774,
      "mean_genes_used": 9
    },
    {
      "program": "Proliferation",
      "cluster_count": 14,
      "mean_score": 0.0951,
      "max_score": 0.235,
      "mean_genes_used": 7
    },
    {
      "program": "Endothelial",
      "cluster_count": 14,
      "mean_score": 0.0773,
      "max_score": 0.6814,
      "mean_genes_used": 7
    },
    {
      "program": "T_NK_cytotoxic",
      "cluster_count": 14,
      "mean_score": 0.0308,
      "max_score": 0.2255,
      "mean_genes_used": 10
    },
    {
      "program": "Checkpoint_exhaustion",
      "cluster_count": 14,
      "mean_score": 0.0136,
      "max_score": 0.0468,
      "mean_genes_used": 8
    }
  ],
  "top_markers": [
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 1,
      "gene": "IGHG4",
      "score_log1p_diff": 3.49,
      "mean_log1p_expr": 4.3626,
      "detect_fraction": 0.8696
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 1,
      "gene": "TPSB2",
      "score_log1p_diff": 2.875,
      "mean_log1p_expr": 2.9089,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 1,
      "gene": "IGFBP7",
      "score_log1p_diff": 2.4901,
      "mean_log1p_expr": 2.8792,
      "detect_fraction": 0.9792
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 1,
      "gene": "APOD",
      "score_log1p_diff": 2.3522,
      "mean_log1p_expr": 2.5119,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 1,
      "gene": "PLP1",
      "score_log1p_diff": 2.0283,
      "mean_log1p_expr": 2.0728,
      "detect_fraction": 0.94
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 1,
      "gene": "CCL3",
      "score_log1p_diff": 2.017,
      "mean_log1p_expr": 2.3688,
      "detect_fraction": 0.9574
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 1,
      "gene": "IGFBP7",
      "score_log1p_diff": 1.558,
      "mean_log1p_expr": 1.9718,
      "detect_fraction": 0.9556
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 1,
      "gene": "APOC1",
      "score_log1p_diff": 1.5514,
      "mean_log1p_expr": 2.093,
      "detect_fraction": 0.8915
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "rank": 1,
      "gene": "CLU",
      "score_log1p_diff": 1.2244,
      "mean_log1p_expr": 1.3416,
      "detect_fraction": 0.6
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 1,
      "gene": "S100A6",
      "score_log1p_diff": 1.0194,
      "mean_log1p_expr": 3.7897,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 1,
      "gene": "S100A6",
      "score_log1p_diff": 0.9084,
      "mean_log1p_expr": 3.4009,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "rank": 1,
      "gene": "HSPA1A",
      "score_log1p_diff": 0.6926,
      "mean_log1p_expr": 0.8776,
      "detect_fraction": 0.7766
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "rank": 1,
      "gene": "SEC61G",
      "score_log1p_diff": 0.5715,
      "mean_log1p_expr": 2.5428,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "rank": 1,
      "gene": "IL32",
      "score_log1p_diff": 0.5329,
      "mean_log1p_expr": 1.0191,
      "detect_fraction": 0.8163
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 2,
      "gene": "IGHG1",
      "score_log1p_diff": 3.4792,
      "mean_log1p_expr": 3.6896,
      "detect_fraction": 0.7391
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 2,
      "gene": "TIMP1",
      "score_log1p_diff": 2.3412,
      "mean_log1p_expr": 3.2061,
      "detect_fraction": 0.9565
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 2,
      "gene": "CALD1",
      "score_log1p_diff": 1.7717,
      "mean_log1p_expr": 1.8237,
      "detect_fraction": 0.9375
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 2,
      "gene": "TPSAB1",
      "score_log1p_diff": 1.7694,
      "mean_log1p_expr": 1.7736,
      "detect_fraction": 0.9
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 2,
      "gene": "SPARC",
      "score_log1p_diff": 1.459,
      "mean_log1p_expr": 1.6421,
      "detect_fraction": 0.8667
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 2,
      "gene": "CD74",
      "score_log1p_diff": 1.4473,
      "mean_log1p_expr": 2.2506,
      "detect_fraction": 0.9559
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 2,
      "gene": "CCL4",
      "score_log1p_diff": 1.42,
      "mean_log1p_expr": 1.6358,
      "detect_fraction": 0.8723
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 2,
      "gene": "PPP1R14A",
      "score_log1p_diff": 1.2217,
      "mean_log1p_expr": 1.2859,
      "detect_fraction": 0.88
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 2,
      "gene": "SEC61G",
      "score_log1p_diff": 0.973,
      "mean_log1p_expr": 3.048,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 2,
      "gene": "MT-ND1",
      "score_log1p_diff": 0.9055,
      "mean_log1p_expr": 2.9756,
      "detect_fraction": 0.9971
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "rank": 2,
      "gene": "PTGDS",
      "score_log1p_diff": 0.8163,
      "mean_log1p_expr": 1.0077,
      "detect_fraction": 0.64
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "rank": 2,
      "gene": "S100A6",
      "score_log1p_diff": 0.6614,
      "mean_log1p_expr": 3.4362,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "rank": 2,
      "gene": "S100A6",
      "score_log1p_diff": 0.4911,
      "mean_log1p_expr": 3.1787,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "rank": 2,
      "gene": "CD52",
      "score_log1p_diff": 0.451,
      "mean_log1p_expr": 0.5951,
      "detect_fraction": 0.5714
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 3,
      "gene": "IGKC",
      "score_log1p_diff": 3.3335,
      "mean_log1p_expr": 4.3381,
      "detect_fraction": 0.8261
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 3,
      "gene": "MGP",
      "score_log1p_diff": 2.3251,
      "mean_log1p_expr": 2.5267,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 3,
      "gene": "NDUFA4L2",
      "score_log1p_diff": 1.555,
      "mean_log1p_expr": 1.5977,
      "detect_fraction": 0.9167
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 3,
      "gene": "APOE",
      "score_log1p_diff": 1.358,
      "mean_log1p_expr": 2.1224,
      "detect_fraction": 0.878
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 3,
      "gene": "PTGDS",
      "score_log1p_diff": 1.1835,
      "mean_log1p_expr": 1.3555,
      "detect_fraction": 0.86
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 3,
      "gene": "CLDN5",
      "score_log1p_diff": 1.101,
      "mean_log1p_expr": 1.1336,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 3,
      "gene": "CD74",
      "score_log1p_diff": 1.0701,
      "mean_log1p_expr": 2.0617,
      "detect_fraction": 0.9787
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 3,
      "gene": "CPA3",
      "score_log1p_diff": 1.0669,
      "mean_log1p_expr": 1.0686,
      "detect_fraction": 0.7
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 3,
      "gene": "IFI27",
      "score_log1p_diff": 0.9632,
      "mean_log1p_expr": 2.8166,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 3,
      "gene": "IFI27",
      "score_log1p_diff": 0.8772,
      "mean_log1p_expr": 2.4617,
      "detect_fraction": 0.9928
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "rank": 3,
      "gene": "MT3",
      "score_log1p_diff": 0.7923,
      "mean_log1p_expr": 0.867,
      "detect_fraction": 0.64
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "rank": 3,
      "gene": "HSPA1B",
      "score_log1p_diff": 0.6169,
      "mean_log1p_expr": 0.7389,
      "detect_fraction": 0.7234
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "rank": 3,
      "gene": "LTB",
      "score_log1p_diff": 0.4011,
      "mean_log1p_expr": 0.449,
      "detect_fraction": 0.4184
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "rank": 3,
      "gene": "RPL38",
      "score_log1p_diff": 0.2733,
      "mean_log1p_expr": 2.167,
      "detect_fraction": 0.9876
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 4,
      "gene": "JCHAIN",
      "score_log1p_diff": 2.2295,
      "mean_log1p_expr": 2.3117,
      "detect_fraction": 0.8696
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 4,
      "gene": "IGFBP7",
      "score_log1p_diff": 1.6722,
      "mean_log1p_expr": 2.1018,
      "detect_fraction": 0.8261
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 4,
      "gene": "TAGLN",
      "score_log1p_diff": 1.4375,
      "mean_log1p_expr": 1.5031,
      "detect_fraction": 0.7708
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 4,
      "gene": "HLA-DRA",
      "score_log1p_diff": 1.3194,
      "mean_log1p_expr": 1.8865,
      "detect_fraction": 0.9593
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 4,
      "gene": "CRYAB",
      "score_log1p_diff": 1.1306,
      "mean_log1p_expr": 1.219,
      "detect_fraction": 0.9
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 4,
      "gene": "COL4A1",
      "score_log1p_diff": 1.0161,
      "mean_log1p_expr": 1.1,
      "detect_fraction": 0.6889
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 4,
      "gene": "MT2A",
      "score_log1p_diff": 0.9548,
      "mean_log1p_expr": 1.841,
      "detect_fraction": 0.9714
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 4,
      "gene": "MT-CO3",
      "score_log1p_diff": 0.8749,
      "mean_log1p_expr": 3.3259,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 4,
      "gene": "CD69",
      "score_log1p_diff": 0.7949,
      "mean_log1p_expr": 0.8371,
      "detect_fraction": 0.7
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 4,
      "gene": "CCL4L2",
      "score_log1p_diff": 0.7572,
      "mean_log1p_expr": 0.7944,
      "detect_fraction": 0.6383
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "rank": 4,
      "gene": "PTN",
      "score_log1p_diff": 0.7301,
      "mean_log1p_expr": 0.7892,
      "detect_fraction": 0.52
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "rank": 4,
      "gene": "SEC61G",
      "score_log1p_diff": 0.5099,
      "mean_log1p_expr": 2.595,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "rank": 4,
      "gene": "B2M",
      "score_log1p_diff": 0.3878,
      "mean_log1p_expr": 2.8824,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "rank": 4,
      "gene": "RPL8",
      "score_log1p_diff": 0.2712,
      "mean_log1p_expr": 2.5321,
      "detect_fraction": 0.9876
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 5,
      "gene": "IGLC2",
      "score_log1p_diff": 2.2211,
      "mean_log1p_expr": 2.9001,
      "detect_fraction": 0.7391
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 5,
      "gene": "DCN",
      "score_log1p_diff": 1.6296,
      "mean_log1p_expr": 1.6772,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 5,
      "gene": "SPARC",
      "score_log1p_diff": 1.347,
      "mean_log1p_expr": 1.5306,
      "detect_fraction": 0.8542
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 5,
      "gene": "FTL",
      "score_log1p_diff": 1.3008,
      "mean_log1p_expr": 3.9495,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 5,
      "gene": "MBP",
      "score_log1p_diff": 1.1113,
      "mean_log1p_expr": 1.2475,
      "detect_fraction": 0.92
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 5,
      "gene": "HSPG2",
      "score_log1p_diff": 0.9638,
      "mean_log1p_expr": 1.0174,
      "detect_fraction": 0.6667
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 5,
      "gene": "RPS2",
      "score_log1p_diff": 0.935,
      "mean_log1p_expr": 3.2847,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 5,
      "gene": "NFKBIA",
      "score_log1p_diff": 0.8257,
      "mean_log1p_expr": 2.2232,
      "detect_fraction": 0.9928
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 5,
      "gene": "RGS1",
      "score_log1p_diff": 0.769,
      "mean_log1p_expr": 1.0281,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 5,
      "gene": "C1QA",
      "score_log1p_diff": 0.7281,
      "mean_log1p_expr": 1.0584,
      "detect_fraction": 0.8511
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_11",
      "rank": 5,
      "gene": "S100B",
      "score_log1p_diff": 0.712,
      "mean_log1p_expr": 0.9212,
      "detect_fraction": 0.68
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_5",
      "rank": 5,
      "gene": "CSTB",
      "score_log1p_diff": 0.4968,
      "mean_log1p_expr": 2.0574,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_4",
      "rank": 5,
      "gene": "CCL5",
      "score_log1p_diff": 0.3829,
      "mean_log1p_expr": 0.4223,
      "detect_fraction": 0.3265
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_2",
      "rank": 5,
      "gene": "RPL34",
      "score_log1p_diff": 0.2592,
      "mean_log1p_expr": 2.5165,
      "detect_fraction": 0.9959
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_13",
      "rank": 6,
      "gene": "MZB1",
      "score_log1p_diff": 1.5719,
      "mean_log1p_expr": 1.5962,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_12",
      "rank": 6,
      "gene": "PTN",
      "score_log1p_diff": 1.4948,
      "mean_log1p_expr": 1.5458,
      "detect_fraction": 0.913
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_8",
      "rank": 6,
      "gene": "ACTA2",
      "score_log1p_diff": 1.2703,
      "mean_log1p_expr": 1.3216,
      "detect_fraction": 0.7292
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_3",
      "rank": 6,
      "gene": "TYROBP",
      "score_log1p_diff": 1.1483,
      "mean_log1p_expr": 1.354,
      "detect_fraction": 0.8881
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_7",
      "rank": 6,
      "gene": "TF",
      "score_log1p_diff": 1.0604,
      "mean_log1p_expr": 1.077,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_10",
      "rank": 6,
      "gene": "ITM2A",
      "score_log1p_diff": 0.9417,
      "mean_log1p_expr": 0.982,
      "detect_fraction": 0.6667
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_6",
      "rank": 6,
      "gene": "RPL8",
      "score_log1p_diff": 0.9237,
      "mean_log1p_expr": 3.2176,
      "detect_fraction": 1
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_1",
      "rank": 6,
      "gene": "MDK",
      "score_log1p_diff": 0.7555,
      "mean_log1p_expr": 1.7724,
      "detect_fraction": 0.971
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_14",
      "rank": 6,
      "gene": "AREG",
      "score_log1p_diff": 0.7348,
      "mean_log1p_expr": 1.1598,
      "detect_fraction": 0.8
    },
    {
      "sample_id": "NSCLC-007-02-1A",
      "cluster": "cluster_9",
      "rank": 6,
      "gene": "C1QB",
      "score_log1p_diff": 0.7163,
      "mean_log1p_expr": 1.0822,
      "detect_fraction": 0.8085
    }
  ],
  "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"
  }
}