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

0acddbbc-6b74-4fdd-903d-f5ec9bfd8514

9261aaad-ad0a-5ee6-8ef4-f047b215fdb3

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
85.0869267624914

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.570
  • MYC_TARGETS_V1+0.490
  • DNA_REPAIR+0.470
  • MYC_TARGETS_V2+0.470
  • E2F_TARGETS+0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.360
  • CHOLESTEROL_HOMEOSTASIS+0.330
  • FATTY_ACID_METABOLISM+0.310
  • PEROXISOME+0.310
  • GLYCOLYSIS+0.270

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • UV_RESPONSE_DN-0.450
  • HEDGEHOG_SIGNALING-0.400
  • MITOTIC_SPINDLE-0.390
  • ANGIOGENESIS-0.380
  • INTERFERON_ALPHA_RESPONSE-0.350
  • INTERFERON_GAMMA_RESPONSE-0.350
  • APICAL_JUNCTION-0.330
  • TGF_BETA_SIGNALING-0.300
  • MYOGENESIS-0.270

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
1f844415e-ca2a-4837-b050-06775fdb2ed5
colon-landscapes@1
0.926
24613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.919
3ERR2278847
head-neck@1
0.894
4SRR975598
colon-landscapes@1
0.887
5AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.882
6ERR2278860
head-neck@1
0.879
7TCGA-66-2766-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.877
8TCGA-CN-A6V7-01A-12R-A34R-07
head-neck@1
0.875
9TCGA-37-4135-01A-01R-1100-07
lung-landscapes@6
cohortA10.872
10TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.570Remibrutinib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
DNA_REPAIR0.470Idelalisib— uncovered
MYC_TARGETS_V20.470Idelalisib— uncovered
E2F_TARGETS0.420Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.310Inavolisib— uncovered
PEROXISOME0.310Idelalisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
ADIPOGENESIS0.260Inavolisib— uncovered
MTORC1_SIGNALING0.260Inavolisib— uncovered
UV_RESPONSE_UP0.230Idelalisib— uncovered
G2M_CHECKPOINT0.190Inavolisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
HYPOXIA0.090Idelalisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered