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

TCGA-77-7138-01A-41R-2045-07

· cohortSQ1

2757fc2f-2779-5469-9b63-f6044046ba14

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
cohortSQ1
subtype
cohortSQ1
age_years
67

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_V1+0.560
  • E2F_TARGETS+0.550
  • G2M_CHECKPOINT+0.550
  • MYC_TARGETS_V2+0.430
  • UNFOLDED_PROTEIN_RESPONSE+0.370
  • DNA_REPAIR+0.340
  • TGF_BETA_SIGNALING+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • MTORC1_SIGNALING+0.250
  • MITOTIC_SPINDLE+0.220

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.310
  • BILE_ACID_METABOLISM-0.300
  • XENOBIOTIC_METABOLISM-0.280
  • MYOGENESIS-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.260
  • COAGULATION-0.250
  • ADIPOGENESIS-0.220
  • IL2_STAT5_SIGNALING-0.220
  • KRAS_SIGNALING_DN-0.220
  • WNT_BETA_CATENIN_SIGNALING-0.200

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
1SRR15069617
head-neck@1
0.848
2BS_R5SNFB5B
brain-umap@2
high-grade glioma0.844
3MNG979
mng-umap@100
0.842
4TCGA-91-6836-01A-21R-1858-07
lung-landscapes@6
cohortA10.840
5MBCProject_1160_T2_RNA
breast-umap@18
E0.832
661F5C72A-4DDB-4EDB-908A-B2856CAFD8BD
brain-umap@2
0.828
7TCGA-77-8144-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.821
8TCGA-DK-A3IM-01A-11R-A20F-07
bladder-landscape@3
0.820
9TCGA-P3-A6T2-01A-11R-A34R-07
head-neck@1
0.818
1078699d1d-aa39-473a-b3ea-24164d3a443c
colon-landscapes@1
0.815

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
MYC_TARGETS_V10.560Inavolisib— uncovered
E2F_TARGETS0.550Inavolisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
MYC_TARGETS_V20.430Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.370Idelalisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
P53_PATHWAY0.190Idelalisib— uncovered
PROTEIN_SECRETION0.190Remibrutinib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.120Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
UV_RESPONSE_UP0.090Idelalisib— uncovered