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

ERR2208902

4abec951-a1f3-50c9-80ee-c1b6764f6139

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ADIPOGENESIS+0.300
  • MYC_TARGETS_V2+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • PEROXISOME+0.300
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • FATTY_ACID_METABOLISM+0.200
  • ANGIOGENESIS+0.100
  • BILE_ACID_METABOLISM+0.100
  • DNA_REPAIR+0.100
  • MTORC1_SIGNALING+0.100

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.300
  • TGF_BETA_SIGNALING-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.300
  • ALLOGRAFT_REJECTION-0.200
  • APICAL_SURFACE-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200
  • HYPOXIA-0.200
  • IL6_JAK_STAT3_SIGNALING-0.200
  • INFLAMMATORY_RESPONSE-0.200
  • INTERFERON_ALPHA_RESPONSE-0.200

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
0.791
2TCGA-A2-A3XV-01A-21R-A239-07
breast-umap@18
B0.786
3MNG265
mng-umap@100
0.778
4e84aa97b-e429-4994-acef-2b57be71fe9a
colon-landscapes@1
0.776
5d22c9285-50cf-4724-9f81-606fb54c00fc
colon-landscapes@1
0.770
6TCGA-D8-A1JS-01A-11R-A13Q-07
breast-umap@18
B0.757
74613d81b-e9ba-4c36-96a5-d7c9667b83ec
colon-landscapes@1
0.750
8C3N-01024
lung-landscapes@6
cohortA10.743
9TCGA-LL-A6FP-01A-11R-A31O-07
breast-umap@18
B0.742
10MNG1094
mng-umap@100
0.740

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ADIPOGENESIS0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
PEROXISOME0.300Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered