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

TCGA-IQ-A6SG-01A-12R-A34R-07

b9dd14bf-8497-5127-814e-b0b1db6f038f

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

  • MYC_TARGETS_V2+0.400
  • MYC_TARGETS_V1+0.390
  • MTORC1_SIGNALING+0.290
  • E2F_TARGETS+0.250
  • G2M_CHECKPOINT+0.220
  • GLYCOLYSIS+0.210
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.200
  • DNA_REPAIR+0.190
  • ADIPOGENESIS+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • INTERFERON_GAMMA_RESPONSE-0.550
  • ALLOGRAFT_REJECTION-0.470
  • MYOGENESIS-0.300
  • COMPLEMENT-0.270
  • APICAL_SURFACE-0.260
  • ANDROGEN_RESPONSE-0.240
  • INFLAMMATORY_RESPONSE-0.210
  • KRAS_SIGNALING_UP-0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200

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
1TCGA-NK-A5CR-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.845
2e235012b-4b29-478a-abad-6a70cd949cfa
colon-landscapes@1
0.836
3MNG332
mng-umap@100
0.829
4MNG1055
mng-umap@100
0.817
5MNG1011
mng-umap@100
0.815
6TCGA-2F-A9KP-01A-11R-A38B-07
bladder-landscape@3
0.812
7TCGA-60-2722-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.809
8SAMN03290931
melanoma-umap@29
0.809
9TCGA-77-6845-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.809
10TCGA-21-1075-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.808

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.400Idelalisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
G2M_CHECKPOINT0.220Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.120Remibrutinib— uncovered
HYPOXIA0.120Idelalisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.090Inavolisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.050Inavolisib— uncovered