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

TCGA-ZF-AA4R-01A-11R-A38B-07

a44b5d26-a611-58a2-a17e-65ae8fe84809

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
34.03416557
os_event
true
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.440
  • E2F_TARGETS+0.390
  • G2M_CHECKPOINT+0.350
  • TGF_BETA_SIGNALING+0.310
  • MITOTIC_SPINDLE+0.250
  • PROTEIN_SECRETION+0.230
  • MYOGENESIS+0.220
  • ANGIOGENESIS+0.180
  • APICAL_SURFACE+0.180
  • APICAL_JUNCTION+0.170

Top 10 suppressed

  • MYC_TARGETS_V2-0.490
  • ALLOGRAFT_REJECTION-0.370
  • IL6_JAK_STAT3_SIGNALING-0.360
  • INFLAMMATORY_RESPONSE-0.360
  • ADIPOGENESIS-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • INTERFERON_GAMMA_RESPONSE-0.290
  • INTERFERON_ALPHA_RESPONSE-0.280

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
1TCGA-B6-A0WT-01A-11R-A109-07
breast-umap@18
B0.787
2TCGA-DQ-5631-01A-01R-1873-07
head-neck@1
0.779
30918cbd5-edd0-41c8-8b67-677f35ad4611
melanoma-umap@29
0.771
4SRR8518210
breast-umap@18
E0.766
5TCGA-OR-A5KO-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.766
650d521bc-fb39-4811-9126-09f092623809
colon-landscapes@1
0.750
720100144.Her2HRpos
breast-umap@18
D0.748
8ERR2208936
melanoma-umap@29
0.738
9TCGA-BH-A1EV-01A-11R-A137-07
breast-umap@18
C0.737
10TCGA-91-6829-01A-21R-1858-07
lung-landscapes@6
cohortA10.737

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.440Inavolisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
G2M_CHECKPOINT0.350Inavolisib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
ANGIOGENESIS0.180Remibrutinib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.110Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered