Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

R13

6649d101-0585-5012-8e6c-26ce1a0195a3

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
overall_survival_months
93
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.770
  • INTERFERON_GAMMA_RESPONSE+0.690
  • ALLOGRAFT_REJECTION+0.630
  • INFLAMMATORY_RESPONSE+0.510
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.490
  • IL6_JAK_STAT3_SIGNALING+0.430
  • COMPLEMENT+0.420
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • IL2_STAT5_SIGNALING+0.320
  • KRAS_SIGNALING_UP+0.310

Top 10 suppressed

  • E2F_TARGETS-0.460
  • G2M_CHECKPOINT-0.380
  • MYC_TARGETS_V2-0.350
  • MITOTIC_SPINDLE-0.340
  • TGF_BETA_SIGNALING-0.340
  • UV_RESPONSE_DN-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • MYC_TARGETS_V1-0.250
  • CHOLESTEROL_HOMEOSTASIS-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.160

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-BH-A0B6-01A-11R-A19W-07
breast-umap@18
D0.895
2SAMN03290925
melanoma-umap@29
0.871
3TCGA-E2-A1B5-01A-21R-A12P-07
breast-umap@18
D0.871
4f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.865
50ec02d90-7ccb-476e-a8bb-9a9c8f158dee
melanoma-umap@29
0.864
6ad2bbb19-6d02-480f-b011-d4327c3c5607
melanoma-umap@29
0.832
7da7cbc0a-95dc-4303-a5dd-75857c066f3b
melanoma-umap@29
0.824
8TCGA-5L-AAT1-01A-12R-A41B-07
breast-umap@18
A0.822
9SRR35579799
breast-umap@18
D0.822
10TCGA-75-5122-01A-01R-1755-07
lung-landscapes@6
cohortA10.819

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 23 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.770Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.690Idelalisib— uncovered
ALLOGRAFT_REJECTION0.630Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.510Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.490Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.430Inavolisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
COAGULATION0.230Binimetinib— uncovered
APOPTOSIS0.190Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
HEME_METABOLISM0.130Temsirolimus— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered