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

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b127103b-e244-5feb-bcb1-2089ba445f07

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+0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.500
  • NOTCH_SIGNALING+0.500
  • PROTEIN_SECRETION+0.500
  • TGF_BETA_SIGNALING+0.500
  • TNFA_SIGNALING_VIA_NFKB+0.500
  • UV_RESPONSE_DN+0.500
  • INFLAMMATORY_RESPONSE+0.400
  • KRAS_SIGNALING_UP+0.400

Top 10 suppressed

  • E2F_TARGETS-0.600
  • MYC_TARGETS_V2-0.600
  • G2M_CHECKPOINT-0.500
  • DNA_REPAIR-0.400
  • MYC_TARGETS_V1-0.400
  • SPERMATOGENESIS-0.300
  • ESTROGEN_RESPONSE_LATE-0.200
  • INTERFERON_ALPHA_RESPONSE-0.200
  • KRAS_SIGNALING_DN-0.200
  • FATTY_ACID_METABOLISM-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
1TCGA-46-3767-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.901
2ERR2208941
melanoma-umap@29
0.892
3TCGA-73-4658-01A-01R-1755-07
lung-landscapes@6
cohortA10.883
4TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.880
5GSM6454738
breast-umap@18
A0.877
6TCGA-K4-A4AB-01B-12R-A28M-07
bladder-landscape@3
0.866
7TCGA-E9-A1NG-01A-21R-A14M-07
breast-umap@18
A0.865
8TCGA-BH-A1EO-01A-11R-A137-07
breast-umap@18
A0.865
9TCGA-AO-A0JF-01A-11R-A056-07
breast-umap@18
A0.862
10TCGA-DQ-5624-01A-01R-1873-07
head-neck@1
0.860

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.600Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
NOTCH_SIGNALING0.500Inavolisib— uncovered
PROTEIN_SECRETION0.500Remibrutinib— uncovered
TGF_BETA_SIGNALING0.500Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.500Inavolisib— uncovered
UV_RESPONSE_DN0.500Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
APOPTOSIS0.300Idelalisib— uncovered
COAGULATION0.300Binimetinib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
HEME_METABOLISM0.300Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered