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

C3N-03080

· cohortSQ1

0802b88c-d4de-5a64-bd8f-736c4d078794

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
cohortSQ1
subtype
cohortSQ1
age_years
67.99178645

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.590
  • MYC_TARGETS_V2+0.560
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.470
  • SPERMATOGENESIS+0.320
  • ALLOGRAFT_REJECTION+0.280
  • PANCREAS_BETA_CELLS+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.160
  • MITOTIC_SPINDLE+0.150
  • KRAS_SIGNALING_DN+0.060

Top 10 suppressed

  • ANGIOGENESIS-0.610
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.590
  • TGF_BETA_SIGNALING-0.540
  • NOTCH_SIGNALING-0.490
  • COAGULATION-0.480
  • HYPOXIA-0.480
  • CHOLESTEROL_HOMEOSTASIS-0.410
  • ESTROGEN_RESPONSE_EARLY-0.400
  • P53_PATHWAY-0.380
  • TNFA_SIGNALING_VIA_NFKB-0.380

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-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.923
2TCGA-DK-AA6T-01A-11R-A39I-07
bladder-landscape@3
0.921
3TCGA-85-A510-01A-11R-A26W-07
lung-landscapes@6
cohortA30.909
4C3L-00603
lung-landscapes@6
cohortSQ10.899
5SRR13780255
lung-landscapes@6
cohortSC0.895
6SRR25617851
breast-umap@18
B0.885
7C3N-02728
lung-landscapes@6
cohortMD10.884
8TCGA-22-5481-01A-31R-1949-07
lung-landscapes@6
cohortMD10.874
9BS_QT3NZ2YZ
brain-umap@2
Embryonal tumors0.869
10GSM6454749
breast-umap@18
F0.868

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.590Inavolisib— uncovered
MYC_TARGETS_V20.560Idelalisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
SPERMATOGENESIS0.320Inavolisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
MITOTIC_SPINDLE0.150Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered