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

TCGA-CV-5443-01A-01R-1514-07

57165a70-1f31-5088-b2c3-43e3024fe439

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+0.420
  • ALLOGRAFT_REJECTION+0.340
  • G2M_CHECKPOINT+0.230
  • MITOTIC_SPINDLE+0.210
  • IL6_JAK_STAT3_SIGNALING+0.200
  • SPERMATOGENESIS+0.150
  • APICAL_SURFACE+0.100
  • DNA_REPAIR+0.100
  • IL2_STAT5_SIGNALING+0.060
  • ADIPOGENESIS+0.050

Top 10 suppressed

  • PROTEIN_SECRETION-0.420
  • INTERFERON_ALPHA_RESPONSE-0.360
  • TGF_BETA_SIGNALING-0.360
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • MYC_TARGETS_V2-0.300
  • HYPOXIA-0.280
  • MYOGENESIS-0.280
  • ANGIOGENESIS-0.270

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
1TCGA-CR-5248-01A-01R-2016-07
head-neck@1
0.885
2SRR2932833
head-neck@1
0.828
3TCGA-CR-6467-01A-11R-1873-07
head-neck@1
0.828
4TCGA-CR-7404-01A-11R-2132-07
head-neck@1
0.824
5TCGA-DQ-7591-01A-11R-2081-07
head-neck@1
0.806
6TCGA-CN-5374-01A-01R-1436-07
head-neck@1
0.793
7TCGA-CR-7385-01A-11R-2016-07
head-neck@1
0.783
8TCGA-QK-A6V9-01A-11R-A34R-07
head-neck@1
0.770
9TCGA-BB-4223-01A-01R-1436-07
head-neck@1
0.755
10SRR25617823
breast-umap@18
D0.755

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.420Inavolisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.210Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
IL2_STAT5_SIGNALING0.060Idelalisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
FATTY_ACID_METABOLISM0.040Inavolisib— uncovered