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

TCGA-64-5779-01A-01R-1628-07

· cohortA3

da32e5b2-500c-5991-ae4f-71656e0061fc

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
cohortA3
subtype
cohortA3
age_years
61

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+0.300
  • SPERMATOGENESIS+0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.250
  • TGF_BETA_SIGNALING+0.150
  • PANCREAS_BETA_CELLS+0.140
  • NOTCH_SIGNALING+0.130
  • MYOGENESIS+0.120
  • HEDGEHOG_SIGNALING+0.110
  • KRAS_SIGNALING_UP+0.110
  • UV_RESPONSE_DN+0.100

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.530
  • INTERFERON_ALPHA_RESPONSE-0.430
  • FATTY_ACID_METABOLISM-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • ADIPOGENESIS-0.370
  • MTORC1_SIGNALING-0.370
  • P53_PATHWAY-0.370
  • MYC_TARGETS_V2-0.360
  • GLYCOLYSIS-0.350
  • MYC_TARGETS_V1-0.340

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
1ba2b0b86-f7f1-47f7-b0fd-bec3f623febb
colon-landscapes@1
0.859
2fe036511-fe82-467c-9c6e-59bfb8b0a329
melanoma-umap@29
0.851
3TCGA-WA-A7H4-01A-21R-A34R-07
head-neck@1
0.848
4SRR10899993
melanoma-umap@29
0.835
5TCGA-CQ-7072-01A-21R-A30B-07
head-neck@1
0.831
6s0122214
melanoma-umap@29
0.826
7TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.825
8TCGA-A7-A13D-01B-04R-A277-07
breast-umap@18
D0.824
9824433bf-151c-46ea-9ea7-f53813f66a97
melanoma-umap@29
0.824
1069550f7f-5251-4657-863b-bd35d69c82c4
colon-landscapes@1
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.300Remibrutinib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
MYOGENESIS0.120Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
G2M_CHECKPOINT0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered
MITOTIC_SPINDLE0.020Inavolisib— uncovered