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

TCGA-MT-A67A-01A-11R-A30B-07

9c071b77-5354-5b4a-8589-e4d2fd42b1d2

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+0.510
  • MYC_TARGETS_V2+0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • MYC_TARGETS_V1+0.270
  • P53_PATHWAY+0.240
  • DNA_REPAIR+0.230
  • BILE_ACID_METABOLISM+0.180
  • FATTY_ACID_METABOLISM+0.150
  • ADIPOGENESIS+0.130
  • PEROXISOME+0.120

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.570
  • TGF_BETA_SIGNALING-0.490
  • HEDGEHOG_SIGNALING-0.450
  • MITOTIC_SPINDLE-0.450
  • TNFA_SIGNALING_VIA_NFKB-0.430
  • ANGIOGENESIS-0.400
  • UV_RESPONSE_DN-0.400
  • INFLAMMATORY_RESPONSE-0.380
  • KRAS_SIGNALING_UP-0.370
  • PROTEIN_SECRETION-0.370

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
1TCGA-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.934
29da01737-be8f-4af5-9f8f-47bb892b6339
colon-landscapes@1
0.881
34245e942-3439-4e98-9733-b0b8ac25ad56
melanoma-umap@29
0.862
4MDT-AP-1302
medullo-epn-umap@date-based
MedMedulloblastoma0.850
5TCGA-XF-AAN1-01A-31R-A42T-07
bladder-landscape@3
0.847
6fa9f3cc6-06eb-4cfd-8f85-9d13df39d11e
melanoma-umap@29
0.845
7TCGA-KU-A6H7-06A-21R-A31N-07
head-neck@1
0.844
879e77cb6-d567-4e9b-99df-e38e6e05d72e
melanoma-umap@29
0.835
9SRR1313092
breast-umap@18
B0.826
10TCGA-CV-A45Z-01A-21R-A24Z-07
head-neck@1
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.510Remibrutinib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
P53_PATHWAY0.240Idelalisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.150Inavolisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered