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

TCGA-AQ-A04L-01B-21R-A10J-07

· C

83d1a151-79a6-5e00-a0ad-64b14e8ab55a

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
C
subtype
C

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+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • HYPOXIA+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • ANDROGEN_RESPONSE+0.280
  • GLYCOLYSIS+0.270
  • MTORC1_SIGNALING+0.260
  • ADIPOGENESIS+0.250
  • TGF_BETA_SIGNALING+0.180
  • ANGIOGENESIS+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • MITOTIC_SPINDLE-0.380
  • INTERFERON_GAMMA_RESPONSE-0.350
  • E2F_TARGETS-0.280
  • ALLOGRAFT_REJECTION-0.270
  • G2M_CHECKPOINT-0.250
  • WNT_BETA_CATENIN_SIGNALING-0.210
  • COMPLEMENT-0.170
  • IL6_JAK_STAT3_SIGNALING-0.100
  • UNFOLDED_PROTEIN_RESPONSE-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
1SRR8518241
breast-umap@18
F0.836
2SRR8518414
breast-umap@18
C0.822
3TCGA-AO-A12G-01A-11R-A10J-07
breast-umap@18
A0.794
4SRR8518245
breast-umap@18
F0.781
5C3L-01632
lung-landscapes@6
cohortA40.760
6SRR8518181
breast-umap@18
F0.759
7SRR8518340
breast-umap@18
F0.740
8SRR8518146
breast-umap@18
F0.734
9TCGA-CV-6935-01A-11R-1915-07
head-neck@1
0.725
10SRR8518315
breast-umap@18
F0.725

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
HYPOXIA0.310Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
FATTY_ACID_METABOLISM0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
BILE_ACID_METABOLISM0.110Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.080Inavolisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered