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

f17e12f0-54ed-4dc2-ab7e-22a1f90e1405

369b355c-e821-5832-800d-561693d85597

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
age_years
80

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.440
  • HEDGEHOG_SIGNALING+0.350
  • MYOGENESIS+0.330
  • KRAS_SIGNALING_DN+0.290
  • APICAL_JUNCTION+0.170
  • APICAL_SURFACE+0.170
  • NOTCH_SIGNALING+0.090
  • PANCREAS_BETA_CELLS+0.090
  • COAGULATION+0.080
  • P53_PATHWAY+0.080

Top 10 suppressed

  • E2F_TARGETS-0.550
  • G2M_CHECKPOINT-0.530
  • ANDROGEN_RESPONSE-0.460
  • TNFA_SIGNALING_VIA_NFKB-0.450
  • PROTEIN_SECRETION-0.420
  • INTERFERON_GAMMA_RESPONSE-0.390
  • MYC_TARGETS_V1-0.390
  • ALLOGRAFT_REJECTION-0.380
  • INFLAMMATORY_RESPONSE-0.360
  • MTORC1_SIGNALING-0.350

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
18683d8f5-bba5-40a1-a460-ad6183d2302b
melanoma-umap@29
0.906
2c2e34dda-0852-492e-9cde-3ff606259c12
melanoma-umap@29
0.875
3MNG559
mng-umap@100
0.864
4TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.858
5MBCProject_3946_T4_RNA
breast-umap@18
A0.846
6299f36bd-d9fd-41f5-8a29-3382e147a14f
colon-landscapes@1
0.845
7SJEPD001534_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.839
8a528e2fc-f91a-4835-a0f6-0a49400a40a2
colon-landscapes@1
0.837
9R88
bladder-landscape@3
0.836
1038aa467f-bd67-475e-9280-7e710bdc0cb3
colon-landscapes@1
0.835

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.440Inavolisib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
PANCREAS_BETA_CELLS0.090Cobimetinib— uncovered
COAGULATION0.080Binimetinib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered