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

C3L-00965

· cohortSQ2

7dc66d44-9717-5807-a36c-f9382e345cab

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
cohortSQ2
subtype
cohortSQ2
age_years
63.80561259

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_V2+0.570
  • MYC_TARGETS_V1+0.540
  • E2F_TARGETS+0.490
  • G2M_CHECKPOINT+0.420
  • SPERMATOGENESIS+0.250
  • OXIDATIVE_PHOSPHORYLATION+0.240
  • PANCREAS_BETA_CELLS+0.240
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • DNA_REPAIR+0.180
  • UV_RESPONSE_UP+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.710
  • INTERFERON_GAMMA_RESPONSE-0.560
  • COMPLEMENT-0.450
  • IL6_JAK_STAT3_SIGNALING-0.430
  • INFLAMMATORY_RESPONSE-0.430
  • COAGULATION-0.400
  • TGF_BETA_SIGNALING-0.390
  • ALLOGRAFT_REJECTION-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_JZRM1S3T
brain-umap@2
medulloblastoma0.948
2C3L-01285
lung-landscapes@6
cohortSQ20.939
3BS_W644VEVE
brain-umap@2
medulloblastoma0.937
4SRR5088911
melanoma-umap@29
0.933
5BS_ZXYDSBM9
brain-umap@2
medulloblastoma0.931
6BS_AM70R8RG
brain-umap@2
medulloblastoma0.928
7BS_9NZ2D6AD
brain-umap@2
medulloblastoma0.927
8BS_S69QZAJR
brain-umap@2
medulloblastoma0.926
9BS_YETBN0RQ
brain-umap@2
medulloblastoma0.925
10MBCProject_0006_T1_RNA
breast-umap@18
B0.925

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.570Idelalisib— uncovered
MYC_TARGETS_V10.540Inavolisib— uncovered
E2F_TARGETS0.490Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
MTORC1_SIGNALING0.050Inavolisib— uncovered
HEDGEHOG_SIGNALING0.040Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
P53_PATHWAY0.010Idelalisib— uncovered