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

C3N-03486

· cohortSQ1

fdac3dc1-c109-5834-99b7-2638910d03e4

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
65.29500342

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.450
  • OXIDATIVE_PHOSPHORYLATION+0.370
  • E2F_TARGETS+0.350
  • KRAS_SIGNALING_DN+0.350
  • INTERFERON_ALPHA_RESPONSE+0.330
  • INTERFERON_GAMMA_RESPONSE+0.320
  • UV_RESPONSE_UP+0.260
  • ESTROGEN_RESPONSE_LATE+0.230
  • G2M_CHECKPOINT+0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.530
  • PROTEIN_SECRETION-0.470
  • ANGIOGENESIS-0.440
  • UV_RESPONSE_DN-0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • ANDROGEN_RESPONSE-0.320
  • HEDGEHOG_SIGNALING-0.260
  • COAGULATION-0.240
  • KRAS_SIGNALING_UP-0.240
  • APICAL_JUNCTION-0.220

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
1TCGA-AO-A1KQ-01A-11R-A13Q-07
breast-umap@18
B0.821
2TCGA-A2-A3Y0-01A-11R-A239-07
breast-umap@18
E0.818
3TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.815
4TCGA-KU-A6H7-01A-11R-A31N-07
head-neck@1
0.813
5TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.809
6TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.795
7TCGA-A2-A4S3-01A-21R-A266-07
breast-umap@18
B0.784
8SRR8518141
breast-umap@18
E0.779
9TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.774
10c4779698-5c81-4eed-80ac-80fdd47f658b
colon-landscapes@1
0.767

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
MYC_TARGETS_V20.450Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.370Remibrutinib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
KRAS_SIGNALING_DN0.350Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.180Idelalisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.130Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.130Idelalisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.080Inavolisib— uncovered
MTORC1_SIGNALING0.060Inavolisib— uncovered