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

R62

c1036a02-3174-5c19-b62a-190e203bdca8

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
7
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.340
  • MYOGENESIS+0.300
  • ESTROGEN_RESPONSE_LATE+0.290
  • KRAS_SIGNALING_DN+0.270
  • PANCREAS_BETA_CELLS+0.270
  • ESTROGEN_RESPONSE_EARLY+0.260
  • APICAL_JUNCTION+0.240
  • APICAL_SURFACE+0.220
  • COAGULATION+0.200
  • BILE_ACID_METABOLISM+0.170

Top 10 suppressed

  • MYC_TARGETS_V1-0.450
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • PROTEIN_SECRETION-0.420
  • MYC_TARGETS_V2-0.410
  • ANDROGEN_RESPONSE-0.390
  • INTERFERON_ALPHA_RESPONSE-0.390
  • MTORC1_SIGNALING-0.370
  • G2M_CHECKPOINT-0.360
  • TGF_BETA_SIGNALING-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.320

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
1d93b1580-c20d-4611-ac99-c0cb33f37a45
melanoma-umap@29
0.887
2SRR1083100
brain-umap@2
GTEX0.868
3SJEPD001525_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.866
4SRR1488651
brain-umap@2
GTEX0.864
5TCGA-MP-A4TD-01A-32R-A262-07
lung-landscapes@6
cohortA30.861
6SRR1340202
brain-umap@2
GTEX0.858
7SRR1420215
brain-umap@2
GTEX0.857
8TCGA-78-7535-01A-11R-2066-07
lung-landscapes@6
cohortA10.857
9SRR4296064
lung-landscapes@6
cohortA10.856
10TCGA-ZF-A9R9-01A-11R-A38B-07
bladder-landscape@3
0.856

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.340Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.290Idelalisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.270Cobimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.260Inavolisib— uncovered
APICAL_JUNCTION0.240Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
COAGULATION0.200Binimetinib— uncovered
BILE_ACID_METABOLISM0.170Inavolisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.140Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.140Idelalisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.090Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.070Idelalisib— uncovered
KRAS_SIGNALING_UP0.060Inavolisib— uncovered
SPERMATOGENESIS0.030Inavolisib— uncovered