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

TCGA-39-5037-01A-01R-1443-07

· cohortSQ2

11346742-5c6b-590b-9f99-9a883859a350

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
cohortSQ2
subtype
cohortSQ2
age_years
65

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.530
  • MYC_TARGETS_V2+0.530
  • MYC_TARGETS_V1+0.520
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • G2M_CHECKPOINT+0.410
  • PANCREAS_BETA_CELLS+0.380
  • MTORC1_SIGNALING+0.340
  • DNA_REPAIR+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.280
  • SPERMATOGENESIS+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.580
  • ANGIOGENESIS-0.500
  • INTERFERON_GAMMA_RESPONSE-0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • ALLOGRAFT_REJECTION-0.460
  • INFLAMMATORY_RESPONSE-0.450
  • IL6_JAK_STAT3_SIGNALING-0.430
  • COMPLEMENT-0.400
  • UV_RESPONSE_DN-0.380
  • 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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.924
2TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.909
3TCGA-33-AAS8-01A-11R-A405-07
lung-landscapes@6
cohortSQ20.900
4TCGA-33-4582-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.900
5AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.899
6TCGA-22-5491-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.897
7TCGA-CQ-6225-01A-11R-1915-07
head-neck@1
0.893
8TCGA-85-8354-01A-31R-2326-07
lung-landscapes@6
cohortSQ20.892
9SRR975602
colon-landscapes@1
0.891
10TCGA-64-1678-01A-01R-0946-07
lung-landscapes@6
cohortA30.888

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
E2F_TARGETS0.530Inavolisib— uncovered
MYC_TARGETS_V20.530Idelalisib— uncovered
MYC_TARGETS_V10.520Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.280Inavolisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
UV_RESPONSE_UP0.210Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
PEROXISOME0.140Idelalisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered