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

TCGA-CV-7183-01A-11R-2016-07

34b504a2-901f-5592-9bba-7ef3b6a2e03e

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
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

  • PROTEIN_SECRETION+0.410
  • ESTROGEN_RESPONSE_EARLY+0.340
  • HYPOXIA+0.340
  • NOTCH_SIGNALING+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.290
  • APICAL_JUNCTION+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • FATTY_ACID_METABOLISM+0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • E2F_TARGETS-0.460
  • ALLOGRAFT_REJECTION-0.410
  • INTERFERON_GAMMA_RESPONSE-0.410
  • G2M_CHECKPOINT-0.320
  • INFLAMMATORY_RESPONSE-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • IL6_JAK_STAT3_SIGNALING-0.260
  • SPERMATOGENESIS-0.180
  • DNA_REPAIR-0.150

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-A2-A0EM-01A-11R-A034-07
breast-umap@18
B0.883
2TCGA-CV-6935-01A-11R-1915-07
head-neck@1
0.876
3TCGA-44-7671-01A-11R-2066-07
lung-landscapes@6
cohortA20.815
4TCGA-AN-A0XO-01A-11R-A109-07
breast-umap@18
C0.763
5SRR1313124
breast-umap@18
B0.756
620060030.TNBC
breast-umap@18
F0.754
7SRR8518245
breast-umap@18
F0.754
80177d00d-7d3f-43c8-8d0f-e6333e73efa4
colon-landscapes@1
0.753
9SRR6013578
lung-landscapes@6
cohortA20.748
10SRR8613741
breast-umap@18
F0.748

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.410Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.340Inavolisib— uncovered
HYPOXIA0.340Idelalisib— uncovered
NOTCH_SIGNALING0.320Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.290Remibrutinib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.260Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.220Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered