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

TCGA-18-3416-01A-01R-0980-07

· cohortSQ2

18e82ab4-d411-57db-b9b4-c5bf5987708f

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
83

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+0.570
  • MYC_TARGETS_V1+0.550
  • G2M_CHECKPOINT+0.500
  • INTERFERON_GAMMA_RESPONSE+0.470
  • MYC_TARGETS_V2+0.470
  • INTERFERON_ALPHA_RESPONSE+0.460
  • MTORC1_SIGNALING+0.430
  • ALLOGRAFT_REJECTION+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.350

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.520
  • ANGIOGENESIS-0.460
  • COAGULATION-0.430
  • TGF_BETA_SIGNALING-0.390
  • MYOGENESIS-0.350
  • APICAL_JUNCTION-0.280
  • HEDGEHOG_SIGNALING-0.280
  • UV_RESPONSE_DN-0.280
  • NOTCH_SIGNALING-0.240
  • PANCREAS_BETA_CELLS-0.200

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-66-2794-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.926
2SRR8518289
breast-umap@18
E0.914
3TCGA-39-5016-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.904
4TCGA-C8-A1HM-01A-12R-A137-07
breast-umap@18
C0.895
5SRR5088813
melanoma-umap@29
0.881
6TCGA-66-2758-01A-02R-0851-07
lung-landscapes@6
cohortSQ20.877
7SRR6013511
lung-landscapes@6
cohortSQ10.875
8TCGA-AR-A0U0-01A-11R-A109-07
breast-umap@18
E0.870
9TCGA-GM-A3XL-01A-11R-A22U-07
breast-umap@18
E0.866
10TCGA-18-3419-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.861

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
E2F_TARGETS0.570Inavolisib— uncovered
MYC_TARGETS_V10.550Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
MYC_TARGETS_V20.470Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
MTORC1_SIGNALING0.430Inavolisib— uncovered
ALLOGRAFT_REJECTION0.390Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.330Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.260Inavolisib— uncovered
DNA_REPAIR0.250Idelalisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered