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

TCGA-CV-7411-01A-11R-2081-07

1b9d69f0-effb-5e61-aca4-17414d1ceeb4

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
0.620319635
sex
female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.530
  • HYPOXIA+0.500
  • NOTCH_SIGNALING+0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • TGF_BETA_SIGNALING+0.430
  • ESTROGEN_RESPONSE_EARLY+0.420
  • APICAL_SURFACE+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • P53_PATHWAY+0.370
  • UV_RESPONSE_DN+0.340

Top 10 suppressed

  • E2F_TARGETS-0.690
  • MYC_TARGETS_V2-0.590
  • G2M_CHECKPOINT-0.550
  • MYC_TARGETS_V1-0.410
  • DNA_REPAIR-0.380
  • INTERFERON_ALPHA_RESPONSE-0.230
  • SPERMATOGENESIS-0.180
  • MITOTIC_SPINDLE-0.090
  • ALLOGRAFT_REJECTION-0.080
  • INTERFERON_GAMMA_RESPONSE-0.080

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-BA-5557-01A-01R-1514-07
head-neck@1
0.887
2SRR12475109
colon-landscapes@1
0.887
3SRR2932845
head-neck@1
0.871
4TCGA-BH-A0DX-01A-11R-A115-07
breast-umap@18
A0.869
5SRR8518353
breast-umap@18
F0.868
6TCGA-A2-A0EO-01A-11R-A034-07
breast-umap@18
A0.865
7SRR8613813
breast-umap@18
D0.865
8TCGA-BH-A0HI-01A-11R-A084-07
breast-umap@18
B0.863
9C3N-04173
lung-landscapes@6
cohortA20.862
1020060059.TNBC
breast-umap@18
F0.860

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.530Remibrutinib— uncovered
HYPOXIA0.500Idelalisib— uncovered
NOTCH_SIGNALING0.460Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
TGF_BETA_SIGNALING0.430Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.420Inavolisib— uncovered
APICAL_SURFACE0.380Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
P53_PATHWAY0.370Idelalisib— uncovered
UV_RESPONSE_DN0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
BILE_ACID_METABOLISM0.300Inavolisib— uncovered
HEME_METABOLISM0.300Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.290Inavolisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
HEDGEHOG_SIGNALING0.270Inavolisib— uncovered