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

C6ACBA34-164B-419D-9C2B-ED2DC3C68FDD

c4bf556b-d54e-54ca-a317-a21658c2a1cd

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
20.66360052562418
age_years
52
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.494
  • INTERFERON_ALPHA_RESPONSE+0.481
  • HEDGEHOG_SIGNALING+0.429
  • WNT_BETA_CATENIN_SIGNALING+0.416
  • NOTCH_SIGNALING+0.397
  • TGF_BETA_SIGNALING+0.385
  • MYC_TARGETS_V2+0.362
  • PROTEIN_SECRETION+0.328
  • MITOTIC_SPINDLE+0.308
  • INTERFERON_GAMMA_RESPONSE+0.299

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.297
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290
  • SPERMATOGENESIS-0.285
  • ALLOGRAFT_REJECTION-0.170
  • MYOGENESIS-0.167
  • COAGULATION-0.160
  • ANGIOGENESIS-0.120
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.099
  • ESTROGEN_RESPONSE_LATE-0.025
  • E2F_TARGETS-0.021

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
16114E89B-B007-4F1B-B086-21ADE26F4573
brain-umap@2
0.910
2C81B24AB-2DBA-4624-A1D4-D4DCAC714506
brain-umap@2
0.890
3SRR934756
brain-umap@2
0.879
48441B707-EC45-4A38-8B83-99B8D83CCF8B
brain-umap@2
0.873
57CE18C10-61E6-45FA-B9AF-408CD673C0C9
brain-umap@2
0.856
667B5E93E-6F06-4247-86DD-A914279EFFC5
brain-umap@2
0.854
7A1203AFB-95EC-4EAF-9290-BDB74432403C
brain-umap@2
0.842
87E9D6B6D-3276-4240-B5C5-F3F982076358
brain-umap@2
0.836
9SRR934764
brain-umap@2
0.834
1076987B28-B56B-4A1F-B77C-1E08B8EFEF90
brain-umap@2
0.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.494Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.481Inavolisib— uncovered
HEDGEHOG_SIGNALING0.429Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.416Inavolisib— uncovered
NOTCH_SIGNALING0.397Inavolisib— uncovered
TGF_BETA_SIGNALING0.385Inavolisib— uncovered
MYC_TARGETS_V20.362Idelalisib— uncovered
PROTEIN_SECRETION0.328Remibrutinib— uncovered
MITOTIC_SPINDLE0.308Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.299Idelalisib— uncovered
ANDROGEN_RESPONSE0.264Inavolisib— uncovered
DNA_REPAIR0.263Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.235Idelalisib— uncovered
P53_PATHWAY0.224Idelalisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
ADIPOGENESIS0.194Inavolisib— uncovered
UV_RESPONSE_DN0.192Inavolisib— uncovered
IL2_STAT5_SIGNALING0.177Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.166Inavolisib— uncovered