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

s0122203

a3e7d5e8-1948-5c97-9306-056be1be49ba

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

  • MYC_TARGETS_V2+0.600
  • E2F_TARGETS+0.500
  • MYC_TARGETS_V1+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • G2M_CHECKPOINT+0.400
  • MTORC1_SIGNALING+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • ADIPOGENESIS+0.300
  • DNA_REPAIR+0.300

Top 10 suppressed

  • INTERFERON_GAMMA_RESPONSE-0.400
  • ALLOGRAFT_REJECTION-0.300
  • IL6_JAK_STAT3_SIGNALING-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • INTERFERON_ALPHA_RESPONSE-0.300
  • APICAL_JUNCTION-0.200
  • APICAL_SURFACE-0.200
  • HEDGEHOG_SIGNALING-0.200
  • KRAS_SIGNALING_UP-0.200
  • UV_RESPONSE_DN-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-E9-A1RB-01A-11R-A157-07
breast-umap@18
C0.857
2SRR12696752
melanoma-umap@29
0.853
3beb52b13-584a-4227-abe8-9861c3388c14
melanoma-umap@29
0.832
4MDT-AP-0322
medullo-epn-umap@date-based
MedMedulloblastoma0.831
5TCGA-73-4670-01A-01R-1206-07
lung-landscapes@6
cohortA40.830
6TCGA-BB-A5HY-01A-11R-A28V-07
head-neck@1
0.827
7TCGA-DQ-7588-01A-11R-2081-07
head-neck@1
0.822
8TCGA-33-4586-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.819
9SRR8942949
bladder-landscape@3
0.816
10TCGA-AR-A1AS-01A-11R-A12P-07
breast-umap@18
B0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.600Idelalisib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
UV_RESPONSE_UP0.300Idelalisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered