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

TCGA-33-AASL-01A-11R-A405-07

· cohortSQ2

e8c2eb60-8cba-5119-b671-046eda6922e6

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
57

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.390
  • KRAS_SIGNALING_DN+0.310
  • PANCREAS_BETA_CELLS+0.260
  • HEDGEHOG_SIGNALING+0.250
  • APICAL_SURFACE+0.190
  • OXIDATIVE_PHOSPHORYLATION+0.160
  • UV_RESPONSE_UP+0.160
  • G2M_CHECKPOINT+0.140
  • SPERMATOGENESIS+0.140
  • ESTROGEN_RESPONSE_LATE+0.120

Top 10 suppressed

  • PROTEIN_SECRETION-0.450
  • UV_RESPONSE_DN-0.400
  • ANGIOGENESIS-0.380
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.370
  • ANDROGEN_RESPONSE-0.350
  • TGF_BETA_SIGNALING-0.350
  • HEME_METABOLISM-0.280
  • MITOTIC_SPINDLE-0.230
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • APOPTOSIS-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-94-7033-01A-11R-1949-07
lung-landscapes@6
cohortSQ10.774
254f66d7c-b022-4df2-830d-48d55791c80e
melanoma-umap@29
0.727
3TCGA-NC-A5HQ-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.715
4C3N-03486
lung-landscapes@6
cohortSQ10.705
5SRR1797265
lung-landscapes@6
cohortSC0.698
6MNG40
mng-umap@100
0.698
7SRR12202495
bladder-landscape@3
0.692
8TCGA-UL-AAZ6-01A-11R-A41B-07
breast-umap@18
B0.691
9SRR650144
bladder-landscape@3
0.688
10DRR168510
bladder-landscape@3
0.685

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
KRAS_SIGNALING_DN0.310Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.160Remibrutinib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
G2M_CHECKPOINT0.140Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.120Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.110Remibrutinib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.110Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.060Inavolisib— uncovered
FATTY_ACID_METABOLISM0.020Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.010Inavolisib— uncovered