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

TCGA-CV-5431-01A-01R-1514-07

fb6ce1e8-e893-56fe-87c8-9acace4ec944

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
0.119178082
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

  • ALLOGRAFT_REJECTION+0.500
  • TNFA_SIGNALING_VIA_NFKB+0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • IL6_JAK_STAT3_SIGNALING+0.370
  • ANGIOGENESIS+0.360
  • INFLAMMATORY_RESPONSE+0.340
  • MYC_TARGETS_V2+0.330
  • APICAL_SURFACE+0.260
  • KRAS_SIGNALING_UP+0.250
  • IL2_STAT5_SIGNALING+0.220

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.350
  • PROTEIN_SECRETION-0.340
  • FATTY_ACID_METABOLISM-0.330
  • XENOBIOTIC_METABOLISM-0.310
  • ADIPOGENESIS-0.290
  • PEROXISOME-0.260
  • MYOGENESIS-0.240
  • P53_PATHWAY-0.210
  • BILE_ACID_METABOLISM-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
1C3N-02192
lung-landscapes@6
cohortMD20.760
2DRR168603
bladder-landscape@3
0.729
3SRR934781
brain-umap@2
0.723
4ERR2278875
head-neck@1
0.721
54170ae68-a4d2-4095-af47-4f981f7812a4
melanoma-umap@29
0.719
6SRR25043625
head-neck@1
0.719
7TCGA-S3-AA15-01A-11R-A41B-07
breast-umap@18
D0.712
8SRR1313158
breast-umap@18
D0.712
9ebff0d05-b930-42b7-a428-694cef63ebb5
colon-landscapes@1
0.705
10SRR6013589
lung-landscapes@6
cohortSQ10.701

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.440Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
UV_RESPONSE_DN0.210Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
COAGULATION0.150Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.120Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
E2F_TARGETS0.080Inavolisib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered