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

C3N-04162

· cohortSQ2

7d3fabf3-bef0-5f13-b95d-1639ee59f5a9

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
46.81451061

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+0.510
  • G2M_CHECKPOINT+0.440
  • MYC_TARGETS_V2+0.410
  • MYC_TARGETS_V1+0.300
  • KRAS_SIGNALING_DN+0.290
  • INTERFERON_ALPHA_RESPONSE+0.220
  • APICAL_SURFACE+0.200
  • SPERMATOGENESIS+0.190
  • MITOTIC_SPINDLE+0.120
  • MTORC1_SIGNALING+0.120

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • KRAS_SIGNALING_UP-0.390
  • ANGIOGENESIS-0.360
  • IL2_STAT5_SIGNALING-0.360
  • ANDROGEN_RESPONSE-0.350
  • HYPOXIA-0.350
  • IL6_JAK_STAT3_SIGNALING-0.350
  • PROTEIN_SECRETION-0.350
  • COMPLEMENT-0.340
  • NOTCH_SIGNALING-0.340

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
1C3L-03272
lung-landscapes@6
cohortSQ20.868
22d8478f6-41ac-47f5-ac3c-337af7245f5b
colon-landscapes@1
0.867
3TCGA-22-5481-01A-31R-1949-07
lung-landscapes@6
cohortMD10.854
4TCGA-LL-A7T0-01A-31R-A352-07
breast-umap@18
B0.853
5SRR8518168
breast-umap@18
E0.836
6TCGA-NC-A5HR-01A-21R-A26W-07
lung-landscapes@6
cohortSQ20.826
7BS_YEW22W35
brain-umap@2
high-grade glioma0.820
8TCGA-34-5231-01A-21R-1820-07
lung-landscapes@6
cohortSQ20.816
9TCGA-B6-A0RL-01A-11R-A084-07
breast-umap@18
B0.815
10C3L-03678
lung-landscapes@6
cohortSQ10.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.510Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.290Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
SPERMATOGENESIS0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.120Inavolisib— uncovered
MTORC1_SIGNALING0.120Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
P53_PATHWAY0.050Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.050Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.030Idelalisib— uncovered
HEDGEHOG_SIGNALING0.020Inavolisib— uncovered