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

TCGA-A8-A08O-01A-21R-A056-07

· B

5a0161dc-b706-5978-9d2e-6a19d99d2410

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
B
subtype
B
overall_survival_months
31

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.450
  • TGF_BETA_SIGNALING+0.420
  • PROTEIN_SECRETION+0.410
  • ESTROGEN_RESPONSE_EARLY+0.360
  • MITOTIC_SPINDLE+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • APICAL_SURFACE+0.230
  • ESTROGEN_RESPONSE_LATE+0.170
  • ANGIOGENESIS+0.140
  • NOTCH_SIGNALING+0.140

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.550
  • INTERFERON_ALPHA_RESPONSE-0.550
  • INTERFERON_GAMMA_RESPONSE-0.540
  • IL6_JAK_STAT3_SIGNALING-0.460
  • INFLAMMATORY_RESPONSE-0.440
  • TNFA_SIGNALING_VIA_NFKB-0.410
  • KRAS_SIGNALING_UP-0.330
  • COMPLEMENT-0.300
  • IL2_STAT5_SIGNALING-0.290
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.260

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-AR-A1AV-01A-21R-A12P-07
breast-umap@18
B0.840
2TCGA-B6-A0WT-01A-11R-A109-07
breast-umap@18
B0.836
3TCGA-D8-A1XD-01A-11R-A14D-07
breast-umap@18
B0.834
4TCGA-A1-A0SE-01A-11R-A084-07
breast-umap@18
A0.819
5TCGA-CR-7372-01A-11R-2016-07
head-neck@1
0.811
6TCGA-AN-A0FZ-01A-11R-A034-07
breast-umap@18
B0.804
7SRR8518326
breast-umap@18
E0.803
8TCGA-BH-A0E7-01A-11R-A034-07
breast-umap@18
B0.790
9SRR25617938
breast-umap@18
B0.781
10TCGA-K4-A6MB-01A-11R-A31N-07
bladder-landscape@3
0.779

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.450Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.360Inavolisib— uncovered
MITOTIC_SPINDLE0.310Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.130Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.090Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered