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

TCGA-22-5481-01A-31R-1949-07

· cohortMD1

aec8faea-4af5-585c-8687-d297dbdd0d95

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
cohortMD1
subtype
cohortMD1
age_years
72

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.650
  • E2F_TARGETS+0.630
  • MYC_TARGETS_V1+0.570
  • G2M_CHECKPOINT+0.520
  • DNA_REPAIR+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • SPERMATOGENESIS+0.230
  • MITOTIC_SPINDLE+0.210
  • UNFOLDED_PROTEIN_RESPONSE+0.070
  • PEROXISOME+0.060

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.520
  • TNFA_SIGNALING_VIA_NFKB-0.510
  • ANGIOGENESIS-0.500
  • INFLAMMATORY_RESPONSE-0.480
  • ANDROGEN_RESPONSE-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.470
  • UV_RESPONSE_DN-0.440
  • NOTCH_SIGNALING-0.420
  • PROTEIN_SECRETION-0.420
  • KRAS_SIGNALING_UP-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-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.932
2SRR8518168
breast-umap@18
E0.912
320030039.TNBC
breast-umap@18
E0.906
4SRR8518197
breast-umap@18
E0.905
5SAMN03290897
melanoma-umap@29
0.904
6504282dd-4fef-4f70-a709-6a545d00a263
colon-landscapes@1
0.897
7TCGA-85-A510-01A-11R-A26W-07
lung-landscapes@6
cohortA30.897
8TCGA-38-4630-01A-01R-1206-07
lung-landscapes@6
cohortMD10.896
9AUR-AG0N-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.894
10BS_TZVFR600
brain-umap@2
medulloblastoma0.894

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.650Idelalisib— uncovered
E2F_TARGETS0.630Inavolisib— uncovered
MYC_TARGETS_V10.570Inavolisib— uncovered
G2M_CHECKPOINT0.520Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.070Idelalisib— uncovered
PEROXISOME0.060Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.030Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered