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

ULC1633T_S98

· cohortA1

e032e6b6-f38f-55b3-8dfd-5cda4497f8ab

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
cohortA1
subtype
cohortA1

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.440
  • PROTEIN_SECRETION+0.400
  • MYC_TARGETS_V1+0.350
  • ADIPOGENESIS+0.340
  • GLYCOLYSIS+0.320
  • PEROXISOME+0.310
  • MTORC1_SIGNALING+0.300
  • PANCREAS_BETA_CELLS+0.300
  • DNA_REPAIR+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.280

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.180
  • WNT_BETA_CATENIN_SIGNALING-0.160
  • APICAL_SURFACE-0.110
  • HEDGEHOG_SIGNALING-0.100
  • INTERFERON_GAMMA_RESPONSE-0.100
  • INTERFERON_ALPHA_RESPONSE-0.090
  • MITOTIC_SPINDLE-0.090
  • KRAS_SIGNALING_DN-0.080
  • SPERMATOGENESIS-0.070
  • ALLOGRAFT_REJECTION-0.060

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
1f34c57ee-92a6-4e3b-acde-7fd631c42f87
colon-landscapes@1
0.816
2SRR1516101
bladder-landscape@3
0.798
30e1c98de-b4e2-4f42-beca-9948f867a46b
colon-landscapes@1
0.773
4c86cd6e5-cb8f-40d1-95ac-2fda1d309808
colon-landscapes@1
0.763
5SRR6013489
lung-landscapes@6
cohortA10.750
6TCGA-73-4670-01A-01R-1206-07
lung-landscapes@6
cohortA40.749
7c119f5ef.864c.434b.b515.57c27c7ae949
lung-landscapes@6
cohortA10.744
8MNG590
mng-umap@100
0.738
9TCGA-73-4676-01A-01R-1755-07
lung-landscapes@6
cohortA10.737
10SRR6013485
lung-landscapes@6
cohortA40.726

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.440Remibrutinib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
ADIPOGENESIS0.340Inavolisib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
PEROXISOME0.310Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
DNA_REPAIR0.280Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
COAGULATION0.220Binimetinib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
APOPTOSIS0.190Idelalisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
HYPOXIA0.160Idelalisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered