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

TCGA-QK-A8Z8-01A-11R-A39I-07

9ff23bdc-e305-598f-a28f-77d89ef20da2

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
0.039041096
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

  • BILE_ACID_METABOLISM+0.310
  • FATTY_ACID_METABOLISM+0.230
  • XENOBIOTIC_METABOLISM+0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.210
  • PROTEIN_SECRETION+0.200
  • SPERMATOGENESIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.180
  • PEROXISOME+0.180
  • KRAS_SIGNALING_DN+0.160
  • MTORC1_SIGNALING+0.150

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.560
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • ANGIOGENESIS-0.470
  • UV_RESPONSE_DN-0.410
  • HYPOXIA-0.400
  • INFLAMMATORY_RESPONSE-0.390
  • TGF_BETA_SIGNALING-0.380
  • IL2_STAT5_SIGNALING-0.370
  • APICAL_JUNCTION-0.350
  • HEDGEHOG_SIGNALING-0.350

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-OR-A5LS-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.874
2ERR2278846
head-neck@1
0.822
3GSM5359425
bladder-landscape@3
0.819
4SRR8518209
breast-umap@18
C0.810
5MDT-AP-1302
medullo-epn-umap@date-based
MedMedulloblastoma0.804
6TCGA-55-6972-01A-11R-1949-07
lung-landscapes@6
cohortA20.803
7ERR2278863
head-neck@1
0.796
8TCGA-D8-A1JN-01A-11R-A13Q-07
breast-umap@18
C0.794
9SRR1317596
brain-umap@2
GTEX0.794
10TCGA-78-7147-01A-11R-2039-07
lung-landscapes@6
cohortA10.793

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.310Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
PEROXISOME0.180Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
MTORC1_SIGNALING0.150Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.070Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.050Idelalisib— uncovered
PANCREAS_BETA_CELLS0.040Cobimetinib— uncovered
GLYCOLYSIS0.010Inavolisib— uncovered