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

TCGA-MP-A4TJ-01A-51R-A262-07

· cohortA1

5e565f46-20a6-5529-8358-25217d618e27

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
62

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_GAMMA_RESPONSE+0.580
  • ALLOGRAFT_REJECTION+0.560
  • TNFA_SIGNALING_VIA_NFKB+0.540
  • INTERFERON_ALPHA_RESPONSE+0.530
  • IL6_JAK_STAT3_SIGNALING+0.510
  • INFLAMMATORY_RESPONSE+0.480
  • COMPLEMENT+0.340
  • IL2_STAT5_SIGNALING+0.310
  • KRAS_SIGNALING_UP+0.300
  • UV_RESPONSE_DN+0.210

Top 10 suppressed

  • MYC_TARGETS_V1-0.540
  • MYC_TARGETS_V2-0.530
  • E2F_TARGETS-0.520
  • OXIDATIVE_PHOSPHORYLATION-0.490
  • G2M_CHECKPOINT-0.470
  • GLYCOLYSIS-0.370
  • ADIPOGENESIS-0.340
  • DNA_REPAIR-0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • MTORC1_SIGNALING-0.320

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
198e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.925
2DRR168552
bladder-landscape@3
0.921
3d24acd56-d148-487c-8d44-b303a68eb9d2
melanoma-umap@29
0.908
4SRR2932841
head-neck@1
0.901
5TCGA-55-6971-01A-11R-1949-07
lung-landscapes@6
cohortMD20.900
66dfa748c-af43-469f-a98b-8472a4132739
melanoma-umap@29
0.899
7DRR168577
bladder-landscape@3
0.898
8DRR168509
bladder-landscape@3
0.897
920030005.Her2HRpos
breast-umap@18
A0.891
10AUR-AE6X-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.891

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_GAMMA_RESPONSE0.580Idelalisib— uncovered
ALLOGRAFT_REJECTION0.560Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.540Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.510Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
COAGULATION0.140Binimetinib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.060Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
ANDROGEN_RESPONSE0.020Inavolisib— uncovered