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

C3L-02967

· cohortA2

a71ff20d-970c-5528-bcc4-30cc40c9074b

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
cohortA2
subtype
cohortA2
age_years
74.39288159

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.320
  • KRAS_SIGNALING_DN+0.250
  • BILE_ACID_METABOLISM+0.190
  • FATTY_ACID_METABOLISM+0.170
  • XENOBIOTIC_METABOLISM+0.170
  • ALLOGRAFT_REJECTION+0.160
  • COAGULATION+0.100
  • HEME_METABOLISM+0.100
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.090
  • MYOGENESIS+0.050

Top 10 suppressed

  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.570
  • MYC_TARGETS_V2-0.570
  • MYC_TARGETS_V1-0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.520
  • MITOTIC_SPINDLE-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • MTORC1_SIGNALING-0.390
  • DNA_REPAIR-0.380
  • OXIDATIVE_PHOSPHORYLATION-0.360

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-97-A4M1-01A-11R-A24X-07
lung-landscapes@6
cohortA10.864
2SRR1516074
bladder-landscape@3
0.863
3TCGA-E9-A3Q9-01A-11R-A21T-07
breast-umap@18
B0.854
4TCGA-97-A4M2-01A-12R-A24X-07
lung-landscapes@6
cohortA10.852
5C3L-02350
lung-landscapes@6
cohortA10.850
6MDT-AP-0810
medullo-epn-umap@date-based
MedMedulloblastoma0.843
7TCGA-97-8552-01A-11R-2403-07
lung-landscapes@6
cohortA10.841
8TCGA-NJ-A4YQ-01A-11R-A262-07
lung-landscapes@6
cohortA10.836
9TCGA-NJ-A55O-01A-11R-A262-07
lung-landscapes@6
cohortA20.835
10MNG14
mng-umap@100
0.827

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
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
BILE_ACID_METABOLISM0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
ALLOGRAFT_REJECTION0.160Idelalisib— uncovered
COAGULATION0.100Binimetinib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.090Inavolisib— uncovered
MYOGENESIS0.050Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.050Inavolisib— uncovered
COMPLEMENT0.040Inavolisib— uncovered
IL2_STAT5_SIGNALING0.030Idelalisib— uncovered
KRAS_SIGNALING_UP0.030Inavolisib— uncovered