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

R274

37d7927c-26b7-50c7-a29c-80002d35fd94

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
overall_survival_months
69
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • MYC_TARGETS_V1+0.350
  • MYC_TARGETS_V2+0.240
  • ANDROGEN_RESPONSE+0.110
  • PANCREAS_BETA_CELLS+0.110
  • PROTEIN_SECRETION+0.100
  • ANGIOGENESIS+0.050
  • OXIDATIVE_PHOSPHORYLATION+0.040
  • SPERMATOGENESIS+0.040
  • HEDGEHOG_SIGNALING+0.030
  • KRAS_SIGNALING_DN+0.030

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.680
  • INTERFERON_GAMMA_RESPONSE-0.600
  • IL6_JAK_STAT3_SIGNALING-0.530
  • INFLAMMATORY_RESPONSE-0.410
  • TNFA_SIGNALING_VIA_NFKB-0.410
  • ALLOGRAFT_REJECTION-0.400
  • APOPTOSIS-0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • COMPLEMENT-0.370
  • IL2_STAT5_SIGNALING-0.350

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
184ca3236-683a-40f6-b8a6-600ffd43a0da
melanoma-umap@29
0.889
2SRR8518374
breast-umap@18
E0.869
3SRR5088919
melanoma-umap@29
0.865
4a277c487-2d13-460f-a0d8-26acac1657d0
melanoma-umap@29
0.842
5f0a22b8b-4cf5-4edc-9502-1e01839fa7c7
melanoma-umap@29
0.842
6bbba6e8b-9e37-45e0-b663-f81631e76828
melanoma-umap@29
0.842
7BS_YEB88D32
medullo-epn-umap@date-based
MedMedulloblastoma0.841
8e97f9781-5033-40bd-bc5c-7a703ef965b1
melanoma-umap@29
0.838
9MBCProject_0297_T1_RNA
breast-umap@18
A0.836
10SRR8518365
breast-umap@18
E0.833

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
MYC_TARGETS_V10.350Inavolisib— uncovered
MYC_TARGETS_V20.240Idelalisib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered
PANCREAS_BETA_CELLS0.110Cobimetinib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
ANGIOGENESIS0.050Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.040Remibrutinib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
HEDGEHOG_SIGNALING0.030Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
UV_RESPONSE_DN0.020Inavolisib— uncovered