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

E775874C-4CE0-4D23-8CF0-7A3D72A84DD9

71a51fc6-1b2b-5345-b258-d4c4285d5d84

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
14.816031537450723
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

  • INTERFERON_ALPHA_RESPONSE+0.470
  • NOTCH_SIGNALING+0.406
  • DNA_REPAIR+0.403
  • ADIPOGENESIS+0.370
  • OXIDATIVE_PHOSPHORYLATION+0.351
  • MYC_TARGETS_V2+0.340
  • CHOLESTEROL_HOMEOSTASIS+0.329
  • INTERFERON_GAMMA_RESPONSE+0.323
  • P53_PATHWAY+0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.319

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.224
  • UV_RESPONSE_DN-0.207
  • SPERMATOGENESIS-0.165
  • APICAL_JUNCTION-0.157
  • MITOTIC_SPINDLE-0.142
  • APICAL_SURFACE-0.103
  • G2M_CHECKPOINT-0.089
  • ESTROGEN_RESPONSE_EARLY-0.080
  • HEDGEHOG_SIGNALING-0.076
  • ANGIOGENESIS-0.045

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
1022275BA-F672-49C5-887B-CCF24A20848F
brain-umap@2
0.902
20F797735-CCCA-4BEA-BB94-C524E7D0A875
brain-umap@2
0.889
36F4F72B3-E2B1-48DD-B9F4-C03AFCE79566
brain-umap@2
0.888
493708EED-CBE1-4B2E-A571-34316ACFE748
brain-umap@2
0.877
5A7D9F5B1-D8C2-440F-A0B7-8B5641C2DA66
brain-umap@2
0.876
6656B6084-9C58-469A-BEAF-FFC1D089E658
brain-umap@2
0.871
70636DD62-C493-47CC-A120-9759FB6980CD
brain-umap@2
0.870
846C5EF69-5EAF-4FBA-BE47-28A8E7F3D9A2
brain-umap@2
0.863
985EE23A9-B5E4-49F7-A504-CEF2EB4E4E7E
brain-umap@2
0.858
106D1D9992-DA2B-419A-A80A-9EBCDA831754
brain-umap@2
0.850

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
NOTCH_SIGNALING0.406Inavolisib— uncovered
DNA_REPAIR0.403Idelalisib— uncovered
ADIPOGENESIS0.370Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.351Remibrutinib— uncovered
MYC_TARGETS_V20.340Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.329Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.323Idelalisib— uncovered
P53_PATHWAY0.320Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.319Inavolisib— uncovered
MYC_TARGETS_V10.298Inavolisib— uncovered
BILE_ACID_METABOLISM0.287Inavolisib— uncovered
FATTY_ACID_METABOLISM0.280Inavolisib— uncovered
MTORC1_SIGNALING0.269Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.258Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.257Idelalisib— uncovered
UV_RESPONSE_UP0.254Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.251Inavolisib— uncovered
APOPTOSIS0.239Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.192Inavolisib— uncovered