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

b1f01324-d0ca-4779-9ae0-5348e2613084

7d2b43f1-dbd2-5050-8ce5-5f0b419610fb

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

  • KRAS_SIGNALING_DN+0.300
  • COAGULATION+0.200
  • MYOGENESIS+0.200
  • PANCREAS_BETA_CELLS+0.200
  • ALLOGRAFT_REJECTION+0.100
  • APICAL_JUNCTION+0.100
  • APICAL_SURFACE+0.100
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.100
  • SPERMATOGENESIS+0.100
  • XENOBIOTIC_METABOLISM+0.100

Top 10 suppressed

  • G2M_CHECKPOINT-0.600
  • ANDROGEN_RESPONSE-0.500
  • E2F_TARGETS-0.500
  • MITOTIC_SPINDLE-0.500
  • MTORC1_SIGNALING-0.500
  • MYC_TARGETS_V1-0.500
  • PROTEIN_SECRETION-0.500
  • TGF_BETA_SIGNALING-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.400

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SJEPD014_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.903
2MNG1159
mng-umap@100
0.891
3TCGA-E7-A519-01A-11R-A26T-07
bladder-landscape@3
0.876
4SRR1472663
brain-umap@2
GTEX0.874
5SRR1797260
lung-landscapes@6
cohortSC0.874
6TCGA-49-AAR2-01A-11R-A39D-07
lung-landscapes@6
cohortA30.872
7SRR1473654
brain-umap@2
GTEX0.872
8BS_0BXY0F9N
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.871
9SRR1332048
brain-umap@2
GTEX0.869
10MNG1245
mng-umap@100
0.868

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
COAGULATION0.200Binimetinib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered