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

C3L-00009

· cohortA1

326af83e-73ad-5ab9-ae4b-f12c2f617c67

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
76.57221081

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.460
  • ANGIOGENESIS+0.420
  • PROTEIN_SECRETION+0.380
  • KRAS_SIGNALING_UP+0.330
  • PANCREAS_BETA_CELLS+0.320
  • COAGULATION+0.310
  • TGF_BETA_SIGNALING+0.270
  • HYPOXIA+0.260
  • UV_RESPONSE_DN+0.260
  • IL6_JAK_STAT3_SIGNALING+0.240

Top 10 suppressed

  • MYC_TARGETS_V2-0.480
  • WNT_BETA_CATENIN_SIGNALING-0.330
  • APICAL_SURFACE-0.270
  • INTERFERON_ALPHA_RESPONSE-0.250
  • CHOLESTEROL_HOMEOSTASIS-0.230
  • INTERFERON_GAMMA_RESPONSE-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.210
  • DNA_REPAIR-0.190
  • E2F_TARGETS-0.190
  • G2M_CHECKPOINT-0.190

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
1SRR8518171
breast-umap@18
A0.748
2SRR8518396
breast-umap@18
A0.745
3TCGA-44-3398-01A-01R-1107-07
lung-landscapes@6
cohortA10.723
4GSM6454743
breast-umap@18
A0.720
5C3L-02345
lung-landscapes@6
cohortA40.710
6TCGA-44-4112-01A-01R-1107-07
lung-landscapes@6
cohortA10.708
72aefe8ef-5ffd-4c0d-8550-2573eb6fb051
melanoma-umap@29
0.703
8SRR35579842
breast-umap@18
A0.690
9SRR6013569
lung-landscapes@6
cohortMD20.690
10TCGA-BT-A20R-01A-12R-A16R-07
bladder-landscape@3
0.688

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
KRAS_SIGNALING_UP0.330Inavolisib— uncovered
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
COAGULATION0.310Binimetinib— uncovered
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
HYPOXIA0.260Idelalisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
ALLOGRAFT_REJECTION0.190Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.170Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.160Idelalisib— uncovered
MYC_TARGETS_V10.140Inavolisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
MYOGENESIS0.130Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered