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

TCGA-D6-A4ZB-01A-11R-A24Z-07

cfbc3ffb-ac66-517e-9882-4627e93078eb

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
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

  • XENOBIOTIC_METABOLISM+0.190
  • HYPOXIA+0.160
  • BILE_ACID_METABOLISM+0.130
  • COAGULATION+0.130
  • P53_PATHWAY+0.130
  • KRAS_SIGNALING_DN+0.090
  • CHOLESTEROL_HOMEOSTASIS+0.080
  • PEROXISOME+0.070
  • PANCREAS_BETA_CELLS+0.030
  • WNT_BETA_CATENIN_SIGNALING+0.000

Top 10 suppressed

  • E2F_TARGETS-0.530
  • INTERFERON_ALPHA_RESPONSE-0.530
  • G2M_CHECKPOINT-0.500
  • INTERFERON_GAMMA_RESPONSE-0.490
  • MITOTIC_SPINDLE-0.440
  • PROTEIN_SECRETION-0.420
  • ALLOGRAFT_REJECTION-0.370
  • ANDROGEN_RESPONSE-0.360
  • IL6_JAK_STAT3_SIGNALING-0.340
  • MYC_TARGETS_V2-0.340

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MBCProject_3946_T4_RNA
breast-umap@18
A0.856
2TCGA-E2-A1B4-01A-11R-A12P-07
breast-umap@18
B0.840
3TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.839
4SRR1313097
breast-umap@18
A0.834
5TCGA-UY-A78O-01A-12R-A33J-07
bladder-landscape@3
0.831
63d1f44d8-6084-47cb-b57b-099f2cd1fa0e
melanoma-umap@29
0.829
7R71
bladder-landscape@3
0.826
8TCGA-YF-AA3L-01A-11R-A38B-07
bladder-landscape@3
0.823
9SRR1316535
brain-umap@2
GTEX0.822
10SRR8613724
breast-umap@18
F0.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
XENOBIOTIC_METABOLISM0.190Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
PEROXISOME0.070Idelalisib— uncovered
PANCREAS_BETA_CELLS0.030Cobimetinib— uncovered