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

TCGA-CQ-5323-01A-01R-1686-07

9ca120e5-472c-54ea-959b-520185aff31d

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

  • E2F_TARGETS+0.550
  • G2M_CHECKPOINT+0.530
  • MYC_TARGETS_V2+0.400
  • MITOTIC_SPINDLE+0.390
  • INTERFERON_ALPHA_RESPONSE+0.330
  • SPERMATOGENESIS+0.320
  • APICAL_SURFACE+0.220
  • INTERFERON_GAMMA_RESPONSE+0.220
  • HEDGEHOG_SIGNALING+0.210
  • MYC_TARGETS_V1+0.180

Top 10 suppressed

  • ANGIOGENESIS-0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • COAGULATION-0.370
  • MYOGENESIS-0.260
  • PROTEIN_SECRETION-0.260
  • COMPLEMENT-0.200
  • HYPOXIA-0.190
  • TNFA_SIGNALING_VIA_NFKB-0.190
  • BILE_ACID_METABOLISM-0.180
  • OXIDATIVE_PHOSPHORYLATION-0.160

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
183a1d91a-3e74-4106-96d1-eec558404c29
colon-landscapes@1
0.754
2C3N-04162
lung-landscapes@6
cohortSQ20.741
3TCGA-RS-A6TP-01A-12R-A34R-07
head-neck@1
0.729
4TCGA-HL-7533-01A-11R-2232-07
head-neck@1
0.720
5TCGA-AO-A124-01A-11R-A10J-07
breast-umap@18
E0.719
6TCGA-BT-A20V-01A-11R-A14Y-07
bladder-landscape@3
0.715
719-001pA3-U
bladder-landscape@3
0.707
8431EAB8C-D0B4-4440-A2B6-1D001B0026E2
brain-umap@2
0.702
9TCGA-BH-A0DD-01A-31R-A12P-07
breast-umap@18
B0.700
10TCGA-CX-7086-01A-11R-2081-07
head-neck@1
0.700

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
E2F_TARGETS0.550Inavolisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
MITOTIC_SPINDLE0.390Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
SPERMATOGENESIS0.320Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.220Idelalisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
P53_PATHWAY0.040Idelalisib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered
UV_RESPONSE_UP0.030Idelalisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered