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

SAMN03290942

4cf2798a-360f-5f2c-8330-ff6d743c2172

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

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+0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • TGF_BETA_SIGNALING+0.400
  • INTERFERON_ALPHA_RESPONSE+0.300
  • MITOTIC_SPINDLE+0.300
  • PROTEIN_SECRETION+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • ANDROGEN_RESPONSE+0.200

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.400
  • ALLOGRAFT_REJECTION-0.200
  • BILE_ACID_METABOLISM-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200
  • HEME_METABOLISM-0.200
  • KRAS_SIGNALING_DN-0.200
  • MYC_TARGETS_V1-0.200
  • MYC_TARGETS_V2-0.200
  • PANCREAS_BETA_CELLS-0.200
  • ADIPOGENESIS-0.100

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
1SAMN03290934
melanoma-umap@29
0.854
2SAMN03290946
melanoma-umap@29
0.834
3TCGA-44-7662-01A-11R-2066-07
lung-landscapes@6
cohortA10.814
4TCGA-A8-A07I-01A-11R-A00Z-07
breast-umap@18
C0.805
5198b23eb-5efa-4c7e-84f6-96976474de0b
melanoma-umap@29
0.800
6TCGA-AR-A250-01A-31R-A169-07
breast-umap@18
C0.793
7f5e6497a-ed39-408d-9034-a965baaafbf7
melanoma-umap@29
0.792
8TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.792
96a43f966-cb2b-47ee-b0f4-c269707daa88
melanoma-umap@29
0.779
10TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.767

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.500Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
COAGULATION0.200Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered