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

221384A6-059C-4731-9BD0-68EC9CA5651D

96cb2ec9-36e8-59aa-8042-bde42a52c24a

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
2.0367936925098555
age_years
37
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

  • NOTCH_SIGNALING+0.398
  • HEDGEHOG_SIGNALING+0.381
  • TGF_BETA_SIGNALING+0.365
  • WNT_BETA_CATENIN_SIGNALING+0.322
  • MITOTIC_SPINDLE+0.263
  • MYC_TARGETS_V2+0.236
  • UNFOLDED_PROTEIN_RESPONSE+0.225
  • DNA_REPAIR+0.220
  • INTERFERON_ALPHA_RESPONSE+0.208
  • CHOLESTEROL_HOMEOSTASIS+0.202

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.335
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.308
  • SPERMATOGENESIS-0.283
  • ALLOGRAFT_REJECTION-0.260
  • COAGULATION-0.247
  • INFLAMMATORY_RESPONSE-0.238
  • MYOGENESIS-0.232
  • TNFA_SIGNALING_VIA_NFKB-0.199
  • ANGIOGENESIS-0.196
  • COMPLEMENT-0.175

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
1A1203AFB-95EC-4EAF-9290-BDB74432403C
brain-umap@2
0.887
2E6090BC6-D29D-4401-990A-251930CC6853
brain-umap@2
0.864
3SRR934799
brain-umap@2
0.861
42CB84056-3B7C-4E12-9403-596B76CCF96B
brain-umap@2
0.854
54992152D-1D3D-4156-9D80-1B6810AAE78F
brain-umap@2
0.854
6A770E81F-8898-4632-A839-7950EED7CF7A
brain-umap@2
0.852
7EFEDAFE3-FF81-47ED-97F6-1193EA375D77
brain-umap@2
0.844
8SRR934838
brain-umap@2
0.843
9DB57CFA5-B8EA-4A08-B6CC-EF55C0E213D4
brain-umap@2
0.834
10DEB3BE77-120D-4EC5-AA7A-4B2952F2C832
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 27 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.398Inavolisib— uncovered
HEDGEHOG_SIGNALING0.381Inavolisib— uncovered
TGF_BETA_SIGNALING0.365Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.322Inavolisib— uncovered
MITOTIC_SPINDLE0.263Inavolisib— uncovered
MYC_TARGETS_V20.236Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.225Idelalisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.208Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.202Remibrutinib— uncovered
PROTEIN_SECRETION0.197Remibrutinib— uncovered
ANDROGEN_RESPONSE0.164Inavolisib— uncovered
BILE_ACID_METABOLISM0.151Inavolisib— uncovered
ADIPOGENESIS0.147Inavolisib— uncovered
MYC_TARGETS_V10.136Inavolisib— uncovered
UV_RESPONSE_DN0.106Inavolisib— uncovered
APICAL_JUNCTION0.103Inavolisib— uncovered
G2M_CHECKPOINT0.064Inavolisib— uncovered
P53_PATHWAY0.064Idelalisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered