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

8ca13509-abad-46b7-92f4-fa741bc52b42

3c3f9f6d-30b8-5ac0-8c72-6cc8c021f977

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
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • G2M_CHECKPOINT+0.410
  • E2F_TARGETS+0.400
  • MITOTIC_SPINDLE+0.370
  • PROTEIN_SECRETION+0.360
  • SPERMATOGENESIS+0.290
  • ANDROGEN_RESPONSE+0.260
  • BILE_ACID_METABOLISM+0.240
  • PI3K_AKT_MTOR_SIGNALING+0.150
  • OXIDATIVE_PHOSPHORYLATION+0.130
  • MTORC1_SIGNALING+0.110

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.490
  • ANGIOGENESIS-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • ALLOGRAFT_REJECTION-0.430
  • COAGULATION-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • IL6_JAK_STAT3_SIGNALING-0.380
  • COMPLEMENT-0.340
  • MYOGENESIS-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.320

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1e7f9aa2a-9c1b-4c63-953b-4922fafd9150
colon-landscapes@1
0.913
2MDT-AP-3021
medullo-epn-umap@date-based
MedMedulloblastoma0.901
3SJEPD031592_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.888
4TCGA-E9-A1R7-01A-11R-A14M-07
breast-umap@18
B0.885
5SRR12202425
bladder-landscape@3
0.882
6R360
bladder-landscape@3
0.876
7SRR2167642
brain-umap@2
GTEX0.876
8R6
bladder-landscape@3
0.875
9MDT-AP-0188
medullo-epn-umap@date-based
MedMedulloblastoma0.870
102c343b93-910c-4921-bc2b-f7fbfa4f1596
melanoma-umap@29
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.410Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.370Inavolisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered
PEROXISOME0.070Idelalisib— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered