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

TCGA-D6-6515-01A-21R-1873-07

89241415-5e15-5b18-b868-e9da0543e466

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
0.092009132
sex
female

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+0.740
  • INTERFERON_GAMMA_RESPONSE+0.650
  • ALLOGRAFT_REJECTION+0.570
  • IL6_JAK_STAT3_SIGNALING+0.470
  • COMPLEMENT+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • INFLAMMATORY_RESPONSE+0.350
  • ANGIOGENESIS+0.340
  • NOTCH_SIGNALING+0.340
  • COAGULATION+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • CHOLESTEROL_HOMEOSTASIS-0.420
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • MYC_TARGETS_V1-0.340
  • HYPOXIA-0.330
  • GLYCOLYSIS-0.320
  • DNA_REPAIR-0.250
  • PANCREAS_BETA_CELLS-0.220
  • UNFOLDED_PROTEIN_RESPONSE-0.210
  • SPERMATOGENESIS-0.200

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
1R187
bladder-landscape@3
0.858
2TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.858
3TCGA-CR-7382-01A-11R-2132-07
head-neck@1
0.850
4TCGA-CR-7377-01A-11R-2016-07
head-neck@1
0.846
5cf9ea065-c101-48e2-a1ea-54eb01658eef
melanoma-umap@29
0.841
6TCGA-CN-4733-01A-02R-1873-07
head-neck@1
0.839
7DRR168577
bladder-landscape@3
0.834
8TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.834
9TCGA-CV-6943-01A-11R-1915-07
head-neck@1
0.834
10653522fe-3289-4e1f-9373-c81f923893a3
melanoma-umap@29
0.831

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 29 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.740Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.650Idelalisib— uncovered
ALLOGRAFT_REJECTION0.570Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.470Inavolisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
APICAL_SURFACE0.270Temsirolimus— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
PROTEIN_SECRETION0.210Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered