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

TCGA-J2-A4AE-01A-21R-A24H-07

· cohortA1

5b8d1d09-010e-5b61-a387-db01596e326e

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
cohortA1
subtype
cohortA1
age_years
77

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • KRAS_SIGNALING_DN+0.370
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • INFLAMMATORY_RESPONSE+0.260
  • BILE_ACID_METABOLISM+0.230
  • KRAS_SIGNALING_UP+0.220
  • IL6_JAK_STAT3_SIGNALING+0.210
  • INTERFERON_GAMMA_RESPONSE+0.200
  • COAGULATION+0.180
  • ALLOGRAFT_REJECTION+0.170
  • IL2_STAT5_SIGNALING+0.170

Top 10 suppressed

  • MYC_TARGETS_V1-0.630
  • MYC_TARGETS_V2-0.620
  • OXIDATIVE_PHOSPHORYLATION-0.550
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.530
  • G2M_CHECKPOINT-0.480
  • UNFOLDED_PROTEIN_RESPONSE-0.470
  • MTORC1_SIGNALING-0.460
  • DNA_REPAIR-0.450
  • PROTEIN_SECRETION-0.440
  • E2F_TARGETS-0.430

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_DV86M0Y7
brain-umap@2
pilocytic astrocytoma0.890
2TCGA-GV-A3QK-01B-11R-A23N-07
bladder-landscape@3
0.888
3BS_94MT16N2
brain-umap@2
pilocytic astrocytoma0.885
4ee0e68bf-7fa0-4edc-a9df-30a63c2db34a
melanoma-umap@29
0.879
5TCGA-E9-A3Q9-01A-11R-A21T-07
breast-umap@18
B0.876
6MDT-AP-2296
medullo-epn-umap@date-based
MedMedulloblastoma0.875
7SRR1313642
brain-umap@2
GTEX0.873
8TCGA-ZF-A9R7-01A-11R-A38B-07
bladder-landscape@3
0.873
9BS_21RE8W46
brain-umap@2
pilocytic astrocytoma0.873
10SRR1331511
brain-umap@2
GTEX0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.370Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
BILE_ACID_METABOLISM0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.210Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
COAGULATION0.180Binimetinib— uncovered
ALLOGRAFT_REJECTION0.170Idelalisib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered