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

  • COAGULATION+0.400
  • ANGIOGENESIS+0.300
  • APICAL_SURFACE+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • PANCREAS_BETA_CELLS+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • ESTROGEN_RESPONSE_LATE+0.200
  • INFLAMMATORY_RESPONSE+0.200
  • KRAS_SIGNALING_DN+0.200

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • E2F_TARGETS-0.400
  • G2M_CHECKPOINT-0.400
  • MITOTIC_SPINDLE-0.400
  • PI3K_AKT_MTOR_SIGNALING-0.400
  • MYC_TARGETS_V1-0.300
  • PROTEIN_SECRETION-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • ADIPOGENESIS-0.200
  • DNA_REPAIR-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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1MNG229
mng-umap@100
0.880
2SRR1797250
lung-landscapes@6
cohortMD20.875
3MDT-AP-1344
medullo-epn-umap@date-based
MedMedulloblastoma0.858
48bcf201b-a2ac-4026-ace4-39a0d915da41
melanoma-umap@29
0.855
5SRR1319019
brain-umap@2
GTEX0.854
6SRR662725
brain-umap@2
GTEX0.851
7SRR1085662
brain-umap@2
GTEX0.846
8SRR659780
brain-umap@2
GTEX0.846
9SRR33532813
breast-umap@18
A0.845
10SRR1317853
brain-umap@2
GTEX0.845

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.400Binimetinib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered