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

fd3ce752-3456-4aaf-bede-9cf5f0771b9d

9223e93d-9ae5-516d-b119-e05f24abf8fb

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

  • G2M_CHECKPOINT+0.400
  • E2F_TARGETS+0.300
  • MITOTIC_SPINDLE+0.300
  • MYC_TARGETS_V1+0.300
  • ANDROGEN_RESPONSE+0.200
  • UV_RESPONSE_DN+0.200
  • HEDGEHOG_SIGNALING+0.100
  • NOTCH_SIGNALING+0.100
  • PANCREAS_BETA_CELLS+0.100
  • PEROXISOME+0.100

Top 10 suppressed

  • ANGIOGENESIS-0.400
  • APICAL_SURFACE-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • ALLOGRAFT_REJECTION-0.300
  • APICAL_JUNCTION-0.300
  • COAGULATION-0.300
  • COMPLEMENT-0.300
  • IL2_STAT5_SIGNALING-0.300
  • INFLAMMATORY_RESPONSE-0.300

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.

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

#SampleCancer typeSubtypecos similarity
1SJEPD031592_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.878
2SRR1797283
lung-landscapes@6
cohortSC0.872
3SRR13780268
lung-landscapes@6
cohortSC0.864
4SRR5088922
melanoma-umap@29
0.856
5MDT-AP-0188
medullo-epn-umap@date-based
MedMedulloblastoma0.856
6SJEPD031150_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.849
7SJEPD031372_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.849
8SRR8942963
bladder-landscape@3
0.845
9SRR10900006
melanoma-umap@29
0.844
10TCGA-AR-A24K-01A-11R-A169-07
breast-umap@18
B0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.400Inavolisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PEROXISOME0.100Idelalisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered