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

C3N-00175

· cohortA1

f71ced43-2a86-5c19-a6b0-af035a4121ba

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
age_years
72.47091034

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.340
  • KRAS_SIGNALING_DN+0.320
  • ANGIOGENESIS+0.230
  • APICAL_SURFACE+0.180
  • HEDGEHOG_SIGNALING+0.170
  • PANCREAS_BETA_CELLS+0.150
  • HYPOXIA+0.140
  • KRAS_SIGNALING_UP+0.120
  • WNT_BETA_CATENIN_SIGNALING+0.120
  • NOTCH_SIGNALING+0.050

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.680
  • MYC_TARGETS_V1-0.640
  • E2F_TARGETS-0.580
  • MYC_TARGETS_V2-0.550
  • G2M_CHECKPOINT-0.520
  • DNA_REPAIR-0.490
  • MTORC1_SIGNALING-0.480
  • INTERFERON_ALPHA_RESPONSE-0.450
  • PROTEIN_SECRETION-0.450
  • MITOTIC_SPINDLE-0.440

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-44-A4SU-01A-11R-A24X-07
lung-landscapes@6
cohortA10.930
2SRR6013488
lung-landscapes@6
cohortA10.929
3TCGA-MN-A4N4-01A-12R-A24X-07
lung-landscapes@6
cohortA10.922
4SRR8613808
breast-umap@18
D0.918
5BS_3T6X4BPC
brain-umap@2
DNET0.918
6BS_MQCKXD60
brain-umap@2
Glial-neuronal tumor NOS0.917
7MNG771
mng-umap@100
0.917
8SRR1516041
bladder-landscape@3
0.915
9BS_PQ7CQFYR
brain-umap@2
Ganglioglioma0.914
10SRR1375271
brain-umap@2
GTEX0.913

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
MYOGENESIS0.340Inavolisib— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
HYPOXIA0.140Idelalisib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.020Inavolisib— uncovered
COAGULATION0.010Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.010Idelalisib— uncovered