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

ddd65fce-1a39-415c-9114-7a9c8e9b266c

c8d27cf7-6dfa-51ad-9e6c-695a08597192

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
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.650
  • MYC_TARGETS_V2+0.580
  • OXIDATIVE_PHOSPHORYLATION+0.550
  • E2F_TARGETS+0.540
  • DNA_REPAIR+0.520
  • INTERFERON_ALPHA_RESPONSE+0.520
  • G2M_CHECKPOINT+0.410
  • MTORC1_SIGNALING+0.400
  • INTERFERON_GAMMA_RESPONSE+0.390
  • ALLOGRAFT_REJECTION+0.380

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • UV_RESPONSE_DN-0.400
  • ANGIOGENESIS-0.300
  • MYOGENESIS-0.300
  • KRAS_SIGNALING_DN-0.220
  • APICAL_JUNCTION-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • APICAL_SURFACE-0.140
  • COAGULATION-0.130

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
1SRR17866821
colon-landscapes@1
0.915
246E565A7-5022-4648-9035-B60FC7CFD6E7
brain-umap@2
0.894
3cdef9a7f-9daa-4a33-b196-08a12a2ed203
colon-landscapes@1
0.891
481b828aa-cb06-4790-ba3e-efaa39f4eeef
colon-landscapes@1
0.889
5SRR11296765
colon-landscapes@1
0.883
6e0464181-da72-4a14-9039-a396843c39f2
colon-landscapes@1
0.882
7TCGA-A8-A06X-01A-21R-A00Z-07
breast-umap@18
B0.882
877984740-019e-482f-822a-25a74ec2cc32
colon-landscapes@1
0.876
9ERR2278852
head-neck@1
0.867
10SRR2016960
head-neck@1
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.650Inavolisib— uncovered
MYC_TARGETS_V20.580Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.550Remibrutinib— uncovered
E2F_TARGETS0.540Inavolisib— uncovered
DNA_REPAIR0.520Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.390Idelalisib— uncovered
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
APOPTOSIS0.270Idelalisib— uncovered
P53_PATHWAY0.270Idelalisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
UV_RESPONSE_UP0.240Idelalisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
ADIPOGENESIS0.180Inavolisib— uncovered