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

C3N-00555

· cohortSQ2

fe78884c-7ac2-562c-a22d-bf32b7497527

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
59.60574949

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+0.580
  • MYC_TARGETS_V1+0.530
  • OXIDATIVE_PHOSPHORYLATION+0.520
  • E2F_TARGETS+0.430
  • G2M_CHECKPOINT+0.410
  • SPERMATOGENESIS+0.360
  • DNA_REPAIR+0.330
  • MTORC1_SIGNALING+0.300
  • FATTY_ACID_METABOLISM+0.270
  • UNFOLDED_PROTEIN_RESPONSE+0.250

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • UV_RESPONSE_DN-0.410
  • INTERFERON_GAMMA_RESPONSE-0.390
  • NOTCH_SIGNALING-0.380
  • TGF_BETA_SIGNALING-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • IL6_JAK_STAT3_SIGNALING-0.320
  • KRAS_SIGNALING_UP-0.300
  • INFLAMMATORY_RESPONSE-0.290
  • COMPLEMENT-0.280

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-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.930
2AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.921
3TCGA-56-8304-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.916
4TCGA-85-8354-01A-31R-2326-07
lung-landscapes@6
cohortSQ20.904
5C3L-00993
lung-landscapes@6
cohortSQ10.898
6SRR6013549
lung-landscapes@6
cohortSQ20.894
7TCGA-33-4582-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.891
8MBCProject_4634_T1_RNA
breast-umap@18
E0.887
9a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.886
10ERR2208894
melanoma-umap@29
0.886

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.580Idelalisib— uncovered
MYC_TARGETS_V10.530Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.520Remibrutinib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
G2M_CHECKPOINT0.410Inavolisib— uncovered
SPERMATOGENESIS0.360Inavolisib— uncovered
DNA_REPAIR0.330Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.270Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.250Idelalisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
PEROXISOME0.140Idelalisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
HYPOXIA0.060Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.020Inavolisib— uncovered