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

TCGA-68-A59J-01A-21R-A26W-07

· cohortSQ2

c029ecb8-9d26-5b87-a6aa-86f0ee19a672

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
cohortSQ2
subtype
cohortSQ2
age_years
74

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.540
  • INTERFERON_ALPHA_RESPONSE+0.530
  • INTERFERON_GAMMA_RESPONSE+0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.410
  • MYC_TARGETS_V1+0.310
  • TNFA_SIGNALING_VIA_NFKB+0.290
  • WNT_BETA_CATENIN_SIGNALING+0.270
  • HEDGEHOG_SIGNALING+0.250
  • G2M_CHECKPOINT+0.240
  • HYPOXIA+0.220

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.340
  • ANGIOGENESIS-0.290
  • APICAL_JUNCTION-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.240
  • BILE_ACID_METABOLISM-0.160
  • COAGULATION-0.160
  • PANCREAS_BETA_CELLS-0.150
  • PEROXISOME-0.150
  • UV_RESPONSE_DN-0.140
  • HEME_METABOLISM-0.100

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
120110226.TNBC
breast-umap@18
E0.753
2TCGA-AO-A0J6-01A-11R-A034-07
breast-umap@18
E0.747
3TCGA-DK-AA6Q-01A-11R-A39I-07
bladder-landscape@3
0.737
4TCGA-ZF-AA4W-01A-12R-A38B-07
bladder-landscape@3
0.735
5TCGA-B6-A0IJ-01A-11R-A034-07
breast-umap@18
E0.733
6SRR8518188
breast-umap@18
D0.733
7TCGA-AR-A0U0-01A-11R-A109-07
breast-umap@18
E0.730
8TCGA-E2-A14N-01A-31R-A137-07
breast-umap@18
E0.725
9SRR8518159
breast-umap@18
E0.721
1020100125.TNBC
breast-umap@18
E0.720

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
MYC_TARGETS_V20.540Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.410Inavolisib— uncovered
MYC_TARGETS_V10.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
G2M_CHECKPOINT0.240Inavolisib— uncovered
HYPOXIA0.220Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.210Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
MTORC1_SIGNALING0.140Inavolisib— uncovered
ALLOGRAFT_REJECTION0.120Idelalisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered