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

s0122158

d116fba7-45bc-5328-8513-72395db1a0bc

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

  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.500
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • DNA_REPAIR+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • MITOTIC_SPINDLE+0.300
  • MYC_TARGETS_V2+0.300
  • PANCREAS_BETA_CELLS+0.300

Top 10 suppressed

  • NOTCH_SIGNALING-0.400
  • BILE_ACID_METABOLISM-0.300
  • ESTROGEN_RESPONSE_EARLY-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • ADIPOGENESIS-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • ESTROGEN_RESPONSE_LATE-0.200
  • KRAS_SIGNALING_DN-0.200
  • APICAL_SURFACE-0.100
  • HEDGEHOG_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1SRR934852
brain-umap@2
0.848
2TCGA-FD-A3B6-01A-21R-A20F-07
bladder-landscape@3
0.842
3BS_4QW2S1Q8
brain-umap@2
high-grade glioma0.830
438e8a5f6-9edf-49bb-ab00-912a58fa363f
melanoma-umap@29
0.818
5fca4c327-dfab-4455-84a8-f890a7326132
colon-landscapes@1
0.817
6TCGA-BT-A20X-01A-11R-A16R-07
bladder-landscape@3
0.813
74d36189e-fe88-4cfb-970b-a51b8e9e0783
melanoma-umap@29
0.812
8s0112234
melanoma-umap@29
0.811
9TCGA-IQ-A61E-01A-22R-A30B-07
head-neck@1
0.810
10040cf8cf-7b9d-4873-a51d-ba13bba4201a
melanoma-umap@29
0.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.200Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered