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

0A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B

8fd673b2-504b-5bef-84e0-ff77d823809e

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
14.947437582128778
age_years
58
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

  • MYC_TARGETS_V1+0.461
  • NOTCH_SIGNALING+0.424
  • PROTEIN_SECRETION+0.408
  • UNFOLDED_PROTEIN_RESPONSE+0.406
  • INTERFERON_ALPHA_RESPONSE+0.368
  • MYC_TARGETS_V2+0.343
  • OXIDATIVE_PHOSPHORYLATION+0.317
  • DNA_REPAIR+0.307
  • MITOTIC_SPINDLE+0.296
  • MTORC1_SIGNALING+0.295

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.395
  • MYOGENESIS-0.276
  • PANCREAS_BETA_CELLS-0.275
  • SPERMATOGENESIS-0.220
  • ANGIOGENESIS-0.195
  • APICAL_JUNCTION-0.182
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.158
  • ALLOGRAFT_REJECTION-0.154
  • ESTROGEN_RESPONSE_LATE-0.141
  • APICAL_SURFACE-0.115

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
1BE6A3670-34C4-4FD3-9794-C5B3254D9224
brain-umap@2
0.930
210EE3CFC-9230-40BA-9C9F-77949BA763CC
brain-umap@2
0.921
363204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.917
4SRR934762
brain-umap@2
0.906
553BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.904
64099642A-F8D6-428C-AA12-1E76C27BB368
brain-umap@2
0.900
7AFCB278F-0EFB-4999-8D2C-C72B89A8403E
brain-umap@2
0.899
89B1A0E7C-F8DB-4FA0-9259-42A988D4E040
brain-umap@2
0.897
9194676E1-632C-4B99-A9C8-80E36DD6C85E
brain-umap@2
0.896
10E9D4A83F-EADA-4330-911A-8F02393E0BA3
brain-umap@2
0.891

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.461Inavolisib— uncovered
NOTCH_SIGNALING0.424Inavolisib— uncovered
PROTEIN_SECRETION0.408Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.406Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.368Inavolisib— uncovered
MYC_TARGETS_V20.343Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.317Remibrutinib— uncovered
DNA_REPAIR0.307Idelalisib— uncovered
MITOTIC_SPINDLE0.296Inavolisib— uncovered
MTORC1_SIGNALING0.295Inavolisib— uncovered
ANDROGEN_RESPONSE0.293Inavolisib— uncovered
FATTY_ACID_METABOLISM0.282Inavolisib— uncovered
E2F_TARGETS0.273Inavolisib— uncovered
ADIPOGENESIS0.272Inavolisib— uncovered
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
G2M_CHECKPOINT0.263Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.253Remibrutinib— uncovered
HEME_METABOLISM0.203Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.199Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.163Inavolisib— uncovered