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+0.500
  • COMPLEMENT+0.200
  • IL2_STAT5_SIGNALING+0.200
  • IL6_JAK_STAT3_SIGNALING+0.200
  • INFLAMMATORY_RESPONSE+0.200
  • NOTCH_SIGNALING+0.200
  • HEME_METABOLISM+0.100
  • INTERFERON_GAMMA_RESPONSE+0.100
  • P53_PATHWAY+0.100
  • PI3K_AKT_MTOR_SIGNALING+0.100

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.400
  • E2F_TARGETS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • ESTROGEN_RESPONSE_LATE-0.300
  • FATTY_ACID_METABOLISM-0.300
  • G2M_CHECKPOINT-0.300
  • GLYCOLYSIS-0.300
  • BILE_ACID_METABOLISM-0.200
  • COAGULATION-0.200
  • HYPOXIA-0.200

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
1SRR12202436
bladder-landscape@3
0.757
220110029.TNBC
breast-umap@18
D0.750
3SRR2932836
head-neck@1
0.716
4AUR-AER7-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.707
5s0112296
melanoma-umap@29
0.693
6MNG991
mng-umap@100
0.693
7s0122234
melanoma-umap@29
0.691
8SRR8942993
bladder-landscape@3
0.690
9ERR4976618
breast-umap@18
D0.684
10TCGA-AO-A0JG-01A-31R-A084-07
breast-umap@18
A0.678

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered