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

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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

  • ALLOGRAFT_REJECTION+0.400
  • HEDGEHOG_SIGNALING+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • IL6_JAK_STAT3_SIGNALING+0.300
  • PROTEIN_SECRETION+0.300
  • TGF_BETA_SIGNALING+0.300
  • ANDROGEN_RESPONSE+0.200
  • IL2_STAT5_SIGNALING+0.200
  • INFLAMMATORY_RESPONSE+0.200

Top 10 suppressed

  • E2F_TARGETS-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • ANGIOGENESIS-0.300
  • DNA_REPAIR-0.300
  • G2M_CHECKPOINT-0.200
  • APICAL_JUNCTION-0.100
  • COAGULATION-0.100
  • ESTROGEN_RESPONSE_LATE-0.100
  • FATTY_ACID_METABOLISM-0.100
  • GLYCOLYSIS-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
13e17c945-a810-4d82-af11-93debdee3f21
melanoma-umap@29
0.748
2TCGA-UY-A9PA-01A-11R-A38B-07
bladder-landscape@3
0.718
3SRR23303760
bladder-landscape@3
0.718
4TCGA-CQ-7063-01A-11R-2403-07
head-neck@1
0.717
5f0e20c4e-ac0b-45e1-a53b-2de9a19843b1
melanoma-umap@29
0.715
6TCGA-97-7552-01A-11R-2039-07
lung-landscapes@6
cohortA10.708
7271ce4d2-844f-4515-be45-10712b3685c5
melanoma-umap@29
0.699
8TCGA-D8-A1JB-01A-11R-A13Q-07
breast-umap@18
A0.676
9TCGA-AC-A2FB-01A-11R-A17B-07
breast-umap@18
A0.675
10SRR23036897
head-neck@1
0.674

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_REJECTION0.400Idelalisib— uncovered
HEDGEHOG_SIGNALING0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered