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

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4bd77eef-7ec8-5adb-8c3d-7144ff0f7470

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • ANGIOGENESIS+0.500
  • TGF_BETA_SIGNALING+0.500
  • UV_RESPONSE_DN+0.400
  • APICAL_JUNCTION+0.300
  • COAGULATION+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • MYOGENESIS+0.300
  • PROTEIN_SECRETION+0.300

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.500
  • MYC_TARGETS_V2-0.400
  • INTERFERON_ALPHA_RESPONSE-0.300
  • BILE_ACID_METABOLISM-0.200
  • DNA_REPAIR-0.200
  • E2F_TARGETS-0.200
  • FATTY_ACID_METABOLISM-0.200
  • G2M_CHECKPOINT-0.200
  • INTERFERON_GAMMA_RESPONSE-0.200
  • MTORC1_SIGNALING-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
1SRR9879273
lung-landscapes@6
cohortMD20.885
2TCGA-A8-A08Z-01A-21R-A00Z-07
breast-umap@18
A0.881
3SRR25043621
head-neck@1
0.871
4TCGA-EW-A2FR-01A-11R-A21T-07
breast-umap@18
C0.862
5TCGA-44-6774-01A-21R-1858-07
lung-landscapes@6
cohortA10.860
6TCGA-77-8008-01A-21R-2187-07
lung-landscapes@6
cohortSQ10.851
7TCGA-BH-A1EO-01A-11R-A137-07
breast-umap@18
A0.850
8TCGA-46-3767-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.848
922620634-aa34-4cb5-a37f-5a7b0c47cd0e
colon-landscapes@1
0.843
10TCGA-CR-6474-01A-11R-1873-07
head-neck@1
0.841

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
ANGIOGENESIS0.500Remibrutinib— uncovered
TGF_BETA_SIGNALING0.500Inavolisib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered