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

TCGA-CQ-A4C7-01A-11R-A24Z-07

1dab59a6-93e2-5fd2-a38c-6691a7c4e604

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
0.080593607
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

  • ANGIOGENESIS+0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • MYC_TARGETS_V2+0.500
  • INTERFERON_ALPHA_RESPONSE+0.360
  • HEDGEHOG_SIGNALING+0.350
  • MYOGENESIS+0.320
  • TGF_BETA_SIGNALING+0.290
  • NOTCH_SIGNALING+0.230
  • UV_RESPONSE_DN+0.200
  • DNA_REPAIR+0.190

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • FATTY_ACID_METABOLISM-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • PEROXISOME-0.290
  • CHOLESTEROL_HOMEOSTASIS-0.270
  • MTORC1_SIGNALING-0.240
  • XENOBIOTIC_METABOLISM-0.230
  • BILE_ACID_METABOLISM-0.220
  • ESTROGEN_RESPONSE_LATE-0.220
  • SPERMATOGENESIS-0.180

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
1218cda38-ec89-4e23-849b-93f1b5bd0655
colon-landscapes@1
0.736
2TCGA-CV-6950-01A-11R-1915-07
head-neck@1
0.718
3SRR8518161
breast-umap@18
E0.702
4TCGA-34-5239-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.698
5SRR5903555
lung-landscapes@6
cohortSQ10.698
6TCGA-A7-A4SE-01A-11R-A266-07
breast-umap@18
E0.692
7TCGA-AN-A0FD-01A-11R-A034-07
breast-umap@18
C0.684
8ERR2278864
head-neck@1
0.675
9TCGA-CQ-5330-01A-01R-1686-07
head-neck@1
0.674
10SRR27320698
colon-landscapes@1
0.671

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
ANGIOGENESIS0.520Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.290Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.150Idelalisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.140Inavolisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
MYC_TARGETS_V10.110Inavolisib— uncovered
COAGULATION0.070Binimetinib— uncovered