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

R242

97a4aa52-5a2c-5176-aca3-4cdba00aa575

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
24
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

  • INFLAMMATORY_RESPONSE+0.560
  • ALLOGRAFT_REJECTION+0.550
  • IL6_JAK_STAT3_SIGNALING+0.550
  • INTERFERON_ALPHA_RESPONSE+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.550
  • ANGIOGENESIS+0.540
  • INTERFERON_GAMMA_RESPONSE+0.540
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.520
  • MTORC1_SIGNALING+0.470
  • HEDGEHOG_SIGNALING+0.430

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.210
  • PANCREAS_BETA_CELLS-0.180
  • SPERMATOGENESIS-0.060
  • ESTROGEN_RESPONSE_EARLY-0.030
  • BILE_ACID_METABOLISM-0.020
  • ESTROGEN_RESPONSE_LATE+0.020
  • MYC_TARGETS_V2+0.030
  • PEROXISOME+0.030
  • DNA_REPAIR+0.060
  • E2F_TARGETS+0.090

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
12D0A1BA3-EC1D-4B4F-A383-9353C0F4BE85
brain-umap@2
0.942
2SRR934750
brain-umap@2
0.935
344B1F003-553A-4C8A-A6AE-44C49262081C
brain-umap@2
0.932
4SRR934782
brain-umap@2
0.927
518D7DFBC-A1C6-4DA8-9AF1-3A6F3E2A03BE
brain-umap@2
0.923
6SRR934952
brain-umap@2
0.922
76727027F-4BAB-41ED-87F3-ECC7B1718ECF
brain-umap@2
0.922
8443B59BB-0BFD-459A-896E-FA07AA6C3A45
brain-umap@2
0.921
9DB34442C-1882-495A-A2F0-2427116A1FAF
brain-umap@2
0.921
10TCGA-FD-A5BU-01A-31R-A26T-07
bladder-landscape@3
0.920

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INFLAMMATORY_RESPONSE0.560Idelalisib— uncovered
ALLOGRAFT_REJECTION0.550Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.550Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.550Inavolisib— uncovered
ANGIOGENESIS0.540Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.540Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.520Inavolisib— uncovered
MTORC1_SIGNALING0.470Inavolisib— uncovered
HEDGEHOG_SIGNALING0.430Inavolisib— uncovered
KRAS_SIGNALING_UP0.430Inavolisib— uncovered
IL2_STAT5_SIGNALING0.420Idelalisib— uncovered
APOPTOSIS0.410Idelalisib— uncovered
APICAL_SURFACE0.390Temsirolimus— uncovered
COMPLEMENT0.390Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
P53_PATHWAY0.370Idelalisib— uncovered
HYPOXIA0.360Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.330Idelalisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered