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

64935b9c-623d-40d4-bd89-f2af006b1f92

37badfed-647a-524e-9f04-81669d2638c2

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
51

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.520
  • MYC_TARGETS_V2+0.480
  • OXIDATIVE_PHOSPHORYLATION+0.430
  • MYC_TARGETS_V1+0.410
  • G2M_CHECKPOINT+0.400
  • DNA_REPAIR+0.310
  • SPERMATOGENESIS+0.270
  • MTORC1_SIGNALING+0.240
  • UNFOLDED_PROTEIN_RESPONSE+0.240
  • MITOTIC_SPINDLE+0.230

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.650
  • INFLAMMATORY_RESPONSE-0.540
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.480
  • NOTCH_SIGNALING-0.480
  • INTERFERON_ALPHA_RESPONSE-0.470
  • ANGIOGENESIS-0.440
  • IL6_JAK_STAT3_SIGNALING-0.430
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • COMPLEMENT-0.410

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
1TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.950
2513fb61a-1339-45d2-8963-6337e3aff5df
colon-landscapes@1
0.948
3a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.944
4AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.944
5SRR975602
colon-landscapes@1
0.940
6TCGA-51-4080-01A-01R-1100-07
lung-landscapes@6
cohortSQ20.934
7ERR2208894
melanoma-umap@29
0.933
8BS_NKEAAFMW
brain-umap@2
medulloblastoma0.932
9SRR8518295
breast-umap@18
E0.930
10TCGA-60-2719-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.928

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.520Inavolisib— uncovered
MYC_TARGETS_V20.480Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.430Remibrutinib— uncovered
MYC_TARGETS_V10.410Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.030Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.020Inavolisib— uncovered