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

TCGA-GM-A2DB-01A-31R-A18M-07

· C

fbcf041e-b099-5202-8ec6-29ce23e12ed7

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
C
subtype
C
overall_survival_months
80

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MTORC1_SIGNALING+0.270
  • GLYCOLYSIS+0.260
  • MYC_TARGETS_V2+0.260
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • ALLOGRAFT_REJECTION+0.250
  • SPERMATOGENESIS+0.250
  • KRAS_SIGNALING_DN+0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.220
  • FATTY_ACID_METABOLISM+0.200
  • XENOBIOTIC_METABOLISM+0.160

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.420
  • UV_RESPONSE_DN-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.390
  • MITOTIC_SPINDLE-0.370
  • PROTEIN_SECRETION-0.360
  • APICAL_SURFACE-0.330
  • ANGIOGENESIS-0.320
  • ESTROGEN_RESPONSE_EARLY-0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • HEDGEHOG_SIGNALING-0.230

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
1SRR11296848
colon-landscapes@1
0.799
2TCGA-66-2771-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.779
3TCGA-38-4631-01A-01R-1755-07
lung-landscapes@6
cohortA40.762
4TCGA-TN-A7HL-01A-11R-A34R-07
head-neck@1
0.760
5TCGA-69-8255-01A-11R-2287-07
lung-landscapes@6
cohortA40.757
6TCGA-UU-A93S-01A-21R-A41B-07
breast-umap@18
C0.756
7TCGA-64-1677-01A-01R-0946-07
lung-landscapes@6
cohortA10.751
8TCGA-LL-A7SZ-01A-32R-A352-07
breast-umap@18
B0.751
9TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.749
10TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.744

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MTORC1_SIGNALING0.270Inavolisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.250Idelalisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
UV_RESPONSE_UP0.150Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.130Remibrutinib— uncovered
E2F_TARGETS0.090Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered
COAGULATION0.080Binimetinib— uncovered
HYPOXIA0.080Idelalisib— uncovered
MYC_TARGETS_V10.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
PEROXISOME0.060Idelalisib— uncovered