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

TCGA-GV-A3QF-01A-31R-A22U-07

fe422c1e-f4c9-5b8a-9b32-976713f62583

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
overall_survival_months
20.26938239
os_event
true
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • BILE_ACID_METABOLISM+0.350
  • CHOLESTEROL_HOMEOSTASIS+0.320
  • SPERMATOGENESIS+0.270
  • FATTY_ACID_METABOLISM+0.240
  • MTORC1_SIGNALING+0.240
  • XENOBIOTIC_METABOLISM+0.240
  • PEROXISOME+0.200
  • APICAL_SURFACE+0.190
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.180
  • GLYCOLYSIS+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.490
  • INTERFERON_GAMMA_RESPONSE-0.490
  • ALLOGRAFT_REJECTION-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • UV_RESPONSE_DN-0.330
  • ANGIOGENESIS-0.290
  • IL2_STAT5_SIGNALING-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • HEDGEHOG_SIGNALING-0.240
  • MYC_TARGETS_V1-0.220

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
1R286
bladder-landscape@3
0.796
2SRR8613749
breast-umap@18
C0.793
3TCGA-33-6738-01A-11R-1949-07
lung-landscapes@6
cohortA40.793
4TCGA-BT-A42C-01A-11R-A23N-07
bladder-landscape@3
0.784
5ERR2278863
head-neck@1
0.760
6SRR1516065
bladder-landscape@3
0.752
7TCGA-CV-A6JY-01A-11R-A31N-07
head-neck@1
0.747
8AUR-AG12-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.741
9TCGA-QK-A8ZA-01A-11R-A39I-07
head-neck@1
0.741
10TCGA-BB-4227-01A-01R-1873-07
head-neck@1
0.741

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
BILE_ACID_METABOLISM0.350Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.240Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
PROTEIN_SECRETION0.110Remibrutinib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
HYPOXIA0.080Idelalisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
E2F_TARGETS0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
MYC_TARGETS_V20.030Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered