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

TCGA-ZF-A9R3-01A-11R-A38B-07

601d5c32-ac14-5482-9d6f-c86a3d5f6e5c

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
31.1760841
os_event
true
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.530
  • INTERFERON_GAMMA_RESPONSE+0.330
  • BILE_ACID_METABOLISM+0.300
  • PROTEIN_SECRETION+0.250
  • P53_PATHWAY+0.160
  • ANDROGEN_RESPONSE+0.150
  • FATTY_ACID_METABOLISM+0.140
  • HEME_METABOLISM+0.140
  • XENOBIOTIC_METABOLISM+0.140
  • ADIPOGENESIS+0.130

Top 10 suppressed

  • E2F_TARGETS-0.500
  • MYC_TARGETS_V1-0.490
  • G2M_CHECKPOINT-0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • MYC_TARGETS_V2-0.410
  • MITOTIC_SPINDLE-0.290
  • APICAL_JUNCTION-0.250
  • DNA_REPAIR-0.240
  • COAGULATION-0.230
  • PANCREAS_BETA_CELLS-0.230

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8518308
breast-umap@18
F0.800
27c025d06-2593-493c-b4a5-9f976149b0e2
melanoma-umap@29
0.755
382988
medullo-epn-umap@date-based
EPNSupratentorial EPN0.752
4ERR2598274
medullo-epn-umap@date-based
fetalfetal0.748
5SRR1313122
breast-umap@18
B0.747
6R342
bladder-landscape@3
0.744
7SRR12475148
colon-landscapes@1
0.727
8BS_A13BMEF5
brain-umap@2
low-grade glioma0.722
9TCGA-OR-A5LH-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.717
10C3L-02348
lung-landscapes@6
cohortA10.714

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.330Idelalisib— uncovered
BILE_ACID_METABOLISM0.300Inavolisib— uncovered
PROTEIN_SECRETION0.250Remibrutinib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.090Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.070Remibrutinib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
MTORC1_SIGNALING0.060Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered