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

TCGA-CV-7421-01A-11R-2081-07

fa560a5b-9322-5006-a42a-d57cac99a392

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
0.000457
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • ANGIOGENESIS+0.450
  • HYPOXIA+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • UV_RESPONSE_DN+0.300
  • COAGULATION+0.290
  • APICAL_JUNCTION+0.250
  • GLYCOLYSIS+0.240
  • HEDGEHOG_SIGNALING+0.220
  • ADIPOGENESIS+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • G2M_CHECKPOINT-0.380
  • INTERFERON_GAMMA_RESPONSE-0.380
  • ALLOGRAFT_REJECTION-0.330
  • E2F_TARGETS-0.310
  • IL6_JAK_STAT3_SIGNALING-0.260
  • MITOTIC_SPINDLE-0.230
  • INFLAMMATORY_RESPONSE-0.220
  • PI3K_AKT_MTOR_SIGNALING-0.200
  • MYC_TARGETS_V2-0.170

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
1SRR8518172
breast-umap@18
E0.830
2TCGA-CV-7177-01A-11R-2016-07
head-neck@1
0.826
3e2ac493b-9157-4756-8949-edf4b7f334cd
melanoma-umap@29
0.816
4SRR8613707
breast-umap@18
C0.787
5TCGA-A8-A06P-01A-11R-A00Z-07
breast-umap@18
A0.778
6SRR8613710
breast-umap@18
F0.778
7MBCProject_0504_T1_RNA
breast-umap@18
A0.772
8X9d79253b.8c45.4bde.a42d.c399fb107400
lung-landscapes@6
cohortMD20.770
94df6c488-ef2f-4019-a1b0-3a3624039be8
colon-landscapes@1
0.766
1020060030.TNBC
breast-umap@18
F0.765

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
HYPOXIA0.320Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.220Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
MYOGENESIS0.130Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.070Remibrutinib— uncovered