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

60644345-255f-4313-b2b1-ea76f686146e

8e2f2ad2-0a66-5b7d-af2b-19bb5ba30bf6

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+0.300
  • APICAL_SURFACE+0.300
  • ESTROGEN_RESPONSE_EARLY+0.300
  • ESTROGEN_RESPONSE_LATE+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • KRAS_SIGNALING_DN+0.300
  • KRAS_SIGNALING_UP+0.300
  • P53_PATHWAY+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • MYC_TARGETS_V1-0.400
  • DNA_REPAIR-0.300
  • HEDGEHOG_SIGNALING-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PROTEIN_SECRETION-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • MITOTIC_SPINDLE-0.200
  • ADIPOGENESIS-0.100
  • APOPTOSIS-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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR600724
brain-umap@2
GTEX0.787
2SRR1084484
brain-umap@2
GTEX0.786
3SRR10900019
melanoma-umap@29
0.784
4SRR1093773
brain-umap@2
GTEX0.779
522f63ce0-5364-48b0-b424-5b971a1dcd33
melanoma-umap@29
0.773
6SRR1465632
brain-umap@2
GTEX0.767
7SRR1099023
brain-umap@2
GTEX0.767
8SRR1078347
brain-umap@2
GTEX0.766
9SRR1498482
brain-umap@2
GTEX0.763
10SRR1341898
brain-umap@2
GTEX0.763

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
P53_PATHWAY0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
G2M_CHECKPOINT0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered