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

TCGA-CQ-A4C9-01A-11R-A24Z-07

1917ca70-1e28-5793-b749-5380128be235

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

  • MYC_TARGETS_V2+0.400
  • E2F_TARGETS+0.290
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • ADIPOGENESIS+0.220
  • BILE_ACID_METABOLISM+0.220
  • PEROXISOME+0.210
  • FATTY_ACID_METABOLISM+0.180
  • G2M_CHECKPOINT+0.150
  • MYC_TARGETS_V1+0.140
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.130

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.430
  • TNFA_SIGNALING_VIA_NFKB-0.430
  • IL6_JAK_STAT3_SIGNALING-0.410
  • TGF_BETA_SIGNALING-0.410
  • UV_RESPONSE_DN-0.410
  • PROTEIN_SECRETION-0.400
  • HYPOXIA-0.370
  • INFLAMMATORY_RESPONSE-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • COMPLEMENT-0.330

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-MZ-A6I9-01A-11R-A31N-07
head-neck@1
0.903
2TCGA-CN-A63U-01A-11R-A30B-07
head-neck@1
0.866
3TCGA-P3-A6T6-01A-11R-A34R-07
head-neck@1
0.857
4TCGA-CN-A6V7-01A-12R-A34R-07
head-neck@1
0.856
5SRR25043617
head-neck@1
0.854
6ERR2208933
melanoma-umap@29
0.853
763bab58e-1dfd-43df-8188-4b8d766913f3
colon-landscapes@1
0.852
8TCGA-E9-A54Y-01A-11R-A466-07
breast-umap@18
B0.851
9TCGA-DK-AA75-01A-11R-A39I-07
bladder-landscape@3
0.848
10SJEPD001539_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.847

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
MYC_TARGETS_V20.400Idelalisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
ADIPOGENESIS0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.220Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
MYC_TARGETS_V10.140Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.130Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
DNA_REPAIR0.090Idelalisib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered