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

TCGA-64-5781-01A-01R-1628-07

· cohortA4

7ac7a4e9-fd26-5730-a602-7b2b74c779d8

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
cohortA4
subtype
cohortA4
age_years
55

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • OXIDATIVE_PHOSPHORYLATION+0.510
  • ALLOGRAFT_REJECTION+0.460
  • INTERFERON_GAMMA_RESPONSE+0.450
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • INTERFERON_ALPHA_RESPONSE+0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.350
  • COAGULATION+0.320
  • UV_RESPONSE_UP+0.310
  • PEROXISOME+0.290

Top 10 suppressed

  • MITOTIC_SPINDLE-0.380
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • G2M_CHECKPOINT-0.260
  • HEDGEHOG_SIGNALING-0.230
  • E2F_TARGETS-0.220
  • SPERMATOGENESIS-0.100
  • NOTCH_SIGNALING-0.060
  • UV_RESPONSE_DN-0.060
  • ANDROGEN_RESPONSE-0.050
  • KRAS_SIGNALING_DN-0.040

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
1551ADCCD-D116-43D8-AABC-E7E111D79E70
brain-umap@2
0.898
2C884FB38-DE5C-48BA-95F1-4ABD2991E833
brain-umap@2
0.866
353D8CF8D-31BA-4CB8-A14F-5C9AB9554F5D
brain-umap@2
0.864
4TCGA-D8-A1Y2-01A-11R-A157-07
breast-umap@18
C0.864
5TCGA-64-1676-01A-01R-0946-07
lung-landscapes@6
cohortA10.855
665DAB913-D39C-4AC4-BB1C-10E58914571F
brain-umap@2
0.853
7TCGA-35-4122-01A-01R-1107-07
lung-landscapes@6
cohortA10.845
8TCGA-34-5241-01A-01R-1443-07
lung-landscapes@6
cohortSQ10.839
931550B35-DA39-4294-8368-811A412B2E3A
brain-umap@2
0.839
10TCGA-05-4418-01A-01R-1206-07
lung-landscapes@6
cohortA40.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.510Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
COAGULATION0.320Binimetinib— uncovered
UV_RESPONSE_UP0.310Idelalisib— uncovered
PEROXISOME0.290Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.290Inavolisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
GLYCOLYSIS0.250Inavolisib— uncovered
PANCREAS_BETA_CELLS0.250Cobimetinib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
DNA_REPAIR0.240Idelalisib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered