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

TCGA-33-AAS8-01A-11R-A405-07

· cohortSQ2

b46e5e52-aa30-5563-bba4-6b2d2812e89f

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
59

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+0.530
  • MYC_TARGETS_V1+0.420
  • DNA_REPAIR+0.400
  • E2F_TARGETS+0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.340
  • MTORC1_SIGNALING+0.320
  • G2M_CHECKPOINT+0.300
  • PANCREAS_BETA_CELLS+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.280

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.550
  • ALLOGRAFT_REJECTION-0.500
  • INFLAMMATORY_RESPONSE-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • IL6_JAK_STAT3_SIGNALING-0.420
  • KRAS_SIGNALING_UP-0.390
  • UV_RESPONSE_DN-0.360
  • COMPLEMENT-0.350
  • TGF_BETA_SIGNALING-0.330

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-LA-A446-01A-21R-A24Z-07
lung-landscapes@6
cohortSQ20.913
2SRR2932827
head-neck@1
0.906
3TCGA-CV-5432-01A-02R-1686-07
head-neck@1
0.901
4TCGA-39-5037-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.900
55d2d4263-d17d-424f-9c82-bf665306d71f
colon-landscapes@1
0.900
6TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.894
7TCGA-85-8354-01A-31R-2326-07
lung-landscapes@6
cohortSQ20.890
8TCGA-UF-A71A-06A-11R-A39I-07
head-neck@1
0.889
9ERR2598250
medullo-epn-umap@date-based
fetalfetal0.884
10TCGA-NK-A5CR-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.530Idelalisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.350Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.340Idelalisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
FATTY_ACID_METABOLISM0.090Inavolisib— uncovered
UV_RESPONSE_UP0.090Idelalisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.040Inavolisib— uncovered