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

R205

333822f4-96e1-5152-8814-c5b9d5db2353

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
80
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

  • PROTEIN_SECRETION+0.510
  • UNFOLDED_PROTEIN_RESPONSE+0.480
  • MYC_TARGETS_V1+0.460
  • TGF_BETA_SIGNALING+0.420
  • MYC_TARGETS_V2+0.410
  • MTORC1_SIGNALING+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • ANDROGEN_RESPONSE+0.340
  • DNA_REPAIR+0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.320

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.430
  • INTERFERON_GAMMA_RESPONSE-0.380
  • ALLOGRAFT_REJECTION-0.350
  • INFLAMMATORY_RESPONSE-0.350
  • KRAS_SIGNALING_DN-0.340
  • IL6_JAK_STAT3_SIGNALING-0.320
  • APICAL_SURFACE-0.250
  • COMPLEMENT-0.220
  • PANCREAS_BETA_CELLS-0.180
  • COAGULATION-0.170

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR12696786
melanoma-umap@29
0.856
2SRR23303753
bladder-landscape@3
0.854
347757643-A7B2-4782-8DAF-AE56BE8777D2
brain-umap@2
0.852
428B7B2FC-8270-42E3-95ED-4CC4F0979EE9
brain-umap@2
0.837
5A3153235-3128-40AC-9371-AFA1F61E3E59
brain-umap@2
0.836
6DRR168536
bladder-landscape@3
0.834
7SRR650181
bladder-landscape@3
0.832
8MNG666
mng-umap@100
0.831
9SAMN03290906
melanoma-umap@29
0.831
10TCGA-33-4586-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.510Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.480Idelalisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
DNA_REPAIR0.320Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.320Inavolisib— uncovered
MITOTIC_SPINDLE0.310Inavolisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
E2F_TARGETS0.260Inavolisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
GLYCOLYSIS0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered