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

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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
78

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+0.440
  • P53_PATHWAY+0.370
  • PROTEIN_SECRETION+0.350
  • MYC_TARGETS_V1+0.330
  • MTORC1_SIGNALING+0.300
  • GLYCOLYSIS+0.290
  • ESTROGEN_RESPONSE_LATE+0.280
  • FATTY_ACID_METABOLISM+0.280
  • PEROXISOME+0.260
  • XENOBIOTIC_METABOLISM+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.380
  • INTERFERON_GAMMA_RESPONSE-0.300
  • MITOTIC_SPINDLE-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.230
  • MYOGENESIS-0.220
  • G2M_CHECKPOINT-0.210
  • ANGIOGENESIS-0.180
  • APICAL_JUNCTION-0.180
  • HEDGEHOG_SIGNALING-0.170
  • UV_RESPONSE_DN-0.150

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
1TCGA-IQ-7632-01A-11R-2081-07
head-neck@1
0.825
2SRR8943024
bladder-landscape@3
0.812
3AUR-AD9I-TTM3-A-1-1-R-A542-39
breast-umap@18
C0.788
4TCGA-E2-A1LB-01A-11R-A144-07
breast-umap@18
F0.781
5e94b6daf-3aed-4496-b64b-1b1a7d8e2011
colon-landscapes@1
0.781
6TCGA-B6-A0RO-01A-22R-A084-07
breast-umap@18
C0.779
7da1c4d8d-b07a-4aa1-8360-1c140ca16327
colon-landscapes@1
0.774
83d6b96fa-5efa-4c8a-9a12-2718304252d4
colon-landscapes@1
0.769
9TCGA-CV-7437-01A-21R-2132-07
head-neck@1
0.769
1079a36f11-38bb-42ed-a95a-ae2a9eea0f6a
colon-landscapes@1
0.765

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.440Remibrutinib— uncovered
P53_PATHWAY0.370Idelalisib— uncovered
PROTEIN_SECRETION0.350Remibrutinib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
GLYCOLYSIS0.290Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.280Idelalisib— uncovered
FATTY_ACID_METABOLISM0.280Inavolisib— uncovered
PEROXISOME0.260Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered