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

TCGA-CV-6937-01A-11R-2016-07

f093ede1-eeaf-586f-b593-daf54ed453ac

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
0.142465753
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

  • ANGIOGENESIS+0.340
  • PANCREAS_BETA_CELLS+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • KRAS_SIGNALING_DN+0.200
  • NOTCH_SIGNALING+0.200
  • APICAL_SURFACE+0.160
  • BILE_ACID_METABOLISM+0.160
  • COAGULATION+0.150
  • WNT_BETA_CATENIN_SIGNALING+0.140
  • FATTY_ACID_METABOLISM+0.130

Top 10 suppressed

  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.560
  • INTERFERON_GAMMA_RESPONSE-0.450
  • INTERFERON_ALPHA_RESPONSE-0.440
  • TGF_BETA_SIGNALING-0.420
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • IL6_JAK_STAT3_SIGNALING-0.390
  • MITOTIC_SPINDLE-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.360
  • ALLOGRAFT_REJECTION-0.350

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
1SRR25617843
breast-umap@18
B0.849
2TCGA-CF-A7I0-01A-22R-A352-07
bladder-landscape@3
0.843
3TCGA-78-7149-01A-11R-2039-07
lung-landscapes@6
cohortA20.836
4TCGA-IQ-7631-01A-11R-2081-07
head-neck@1
0.836
54e06764d-9cf1-4cff-ad67-4c5e472fbff5
melanoma-umap@29
0.827
6s0094283
melanoma-umap@29
0.826
7SRR1388305
brain-umap@2
GTEX0.824
8SRR25617874
breast-umap@18
B0.816
9TCGA-50-5051-01A-21R-1858-07
lung-landscapes@6
cohortA30.813
10TCGA-NJ-A55R-01A-11R-A262-07
lung-landscapes@6
cohortA30.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.340Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
PEROXISOME0.090Idelalisib— uncovered
ADIPOGENESIS0.040Inavolisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.020Idelalisib— uncovered