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

TCGA-IQ-7632-01A-11R-2081-07

987615d0-6a8d-5da5-be27-8f77c7089229

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
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

  • OXIDATIVE_PHOSPHORYLATION+0.400
  • MYC_TARGETS_V2+0.360
  • PROTEIN_SECRETION+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • ANDROGEN_RESPONSE+0.320
  • P53_PATHWAY+0.310
  • MYC_TARGETS_V1+0.300
  • FATTY_ACID_METABOLISM+0.290
  • PANCREAS_BETA_CELLS+0.280
  • ADIPOGENESIS+0.260

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • MYOGENESIS-0.290
  • HEDGEHOG_SIGNALING-0.270
  • INTERFERON_ALPHA_RESPONSE-0.270
  • IL6_JAK_STAT3_SIGNALING-0.220
  • ANGIOGENESIS-0.210
  • INFLAMMATORY_RESPONSE-0.210
  • E2F_TARGETS-0.200
  • INTERFERON_GAMMA_RESPONSE-0.180

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1da1c4d8d-b07a-4aa1-8360-1c140ca16327
colon-landscapes@1
0.872
2bf93be3e-d4f1-4efb-9841-ca8ad81b237e
colon-landscapes@1
0.825
3ULC1452T_S57
lung-landscapes@6
cohortA10.805
4e94b6daf-3aed-4496-b64b-1b1a7d8e2011
colon-landscapes@1
0.797
53d6b96fa-5efa-4c8a-9a12-2718304252d4
colon-landscapes@1
0.796
6TCGA-CF-A3MG-01A-11R-A20F-07
bladder-landscape@3
0.759
779a36f11-38bb-42ed-a95a-ae2a9eea0f6a
colon-landscapes@1
0.737
8SRR8518238
breast-umap@18
C0.733
956D3154E-E779-4C27-8305-FEE7310B6762
brain-umap@2
0.732
10BS_TBWYAFSM
brain-umap@2
Spinal Cord Ependymoma0.732

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
P53_PATHWAY0.310Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
ADIPOGENESIS0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.210Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered