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

C3L-00568

· cohortSQ2

8fb7259b-1c25-5f74-a60a-936cd47847a4

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
cohortSQ2
subtype
cohortSQ2
age_years
74.68309377

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+0.480
  • HEDGEHOG_SIGNALING+0.410
  • MTORC1_SIGNALING+0.400
  • E2F_TARGETS+0.380
  • CHOLESTEROL_HOMEOSTASIS+0.330
  • G2M_CHECKPOINT+0.330
  • HYPOXIA+0.330
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.290
  • MYC_TARGETS_V1+0.260

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.490
  • INTERFERON_GAMMA_RESPONSE-0.230
  • ESTROGEN_RESPONSE_EARLY-0.220
  • PANCREAS_BETA_CELLS-0.210
  • PEROXISOME-0.140
  • ADIPOGENESIS-0.130
  • BILE_ACID_METABOLISM-0.080
  • NOTCH_SIGNALING-0.080
  • DNA_REPAIR-0.060
  • ESTROGEN_RESPONSE_LATE-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
1C3L-02168
lung-landscapes@6
cohortSQ20.775
2TCGA-E2-A1B0-01A-11R-A12P-07
breast-umap@18
C0.741
3TCGA-34-5236-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.738
4TCGA-E2-A1LL-01A-11R-A144-07
breast-umap@18
C0.736
5C3L-02130
lung-landscapes@6
cohortSQ10.736
6MBCProject_2290_T2_RNA
breast-umap@18
E0.731
7TCGA-O2-A52V-01A-31R-A262-07
lung-landscapes@6
cohortSQ10.728
8MNG1272
mng-umap@100
0.726
9MNG1297
mng-umap@100
0.725
10C3N-01028
lung-landscapes@6
cohortSQ10.723

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.480Inavolisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
E2F_TARGETS0.380Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
HYPOXIA0.330Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered
MYC_TARGETS_V10.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.120Inavolisib— uncovered
TGF_BETA_SIGNALING0.110Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered