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

R115

45f6b7d1-e01d-5e5c-b9e3-5a94d2a6f4c7

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
overall_survival_months
103
sex
Female

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+0.510
  • MYC_TARGETS_V2+0.400
  • G2M_CHECKPOINT+0.370
  • DNA_REPAIR+0.300
  • MYC_TARGETS_V1+0.270
  • HEME_METABOLISM+0.170
  • MITOTIC_SPINDLE+0.160
  • ADIPOGENESIS+0.140
  • UNFOLDED_PROTEIN_RESPONSE+0.140
  • FATTY_ACID_METABOLISM+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • COAGULATION-0.470
  • ALLOGRAFT_REJECTION-0.450
  • INFLAMMATORY_RESPONSE-0.440
  • INTERFERON_GAMMA_RESPONSE-0.440
  • HEDGEHOG_SIGNALING-0.390
  • IL6_JAK_STAT3_SIGNALING-0.390
  • KRAS_SIGNALING_UP-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • APOPTOSIS-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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_NKEAAFMW
brain-umap@2
medulloblastoma0.907
2TCGA-63-A5MY-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.903
364935b9c-623d-40d4-bd89-f2af006b1f92
colon-landscapes@1
0.903
4fea46737-a2b3-49d4-8358-d0737546b6da
colon-landscapes@1
0.900
5SRR26320088
bladder-landscape@3
0.900
6TCGA-HD-A634-01A-11R-A28V-07
head-neck@1
0.898
7ERR2208894
melanoma-umap@29
0.897
8TCGA-QK-A6VB-01A-12R-A34R-07
head-neck@1
0.897
9BS_KVNGNETA
brain-umap@2
medulloblastoma0.895
10TCGA-A8-A09C-01A-11R-A00Z-07
breast-umap@18
B0.895

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.510Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
G2M_CHECKPOINT0.370Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
HEME_METABOLISM0.170Temsirolimus— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
PEROXISOME0.080Idelalisib— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
MTORC1_SIGNALING0.040Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.010Inavolisib— uncovered