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

TCGA-O2-A52W-01A-11R-A26W-07

· cohortSQ1

9031220f-0906-53c5-bb18-7f61c4c4151d

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
63

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+0.360
  • KRAS_SIGNALING_DN+0.330
  • SPERMATOGENESIS+0.290
  • G2M_CHECKPOINT+0.270
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • ESTROGEN_RESPONSE_LATE+0.140
  • MYC_TARGETS_V2+0.120
  • PANCREAS_BETA_CELLS+0.110
  • TNFA_SIGNALING_VIA_NFKB+0.100
  • APICAL_SURFACE+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.510
  • PROTEIN_SECRETION-0.510
  • OXIDATIVE_PHOSPHORYLATION-0.440
  • TGF_BETA_SIGNALING-0.440
  • INTERFERON_GAMMA_RESPONSE-0.430
  • DNA_REPAIR-0.390
  • PI3K_AKT_MTOR_SIGNALING-0.380
  • ADIPOGENESIS-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.360
  • HEME_METABOLISM-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
1SRR23303774
bladder-landscape@3
0.868
2SRR6013541
lung-landscapes@6
cohortSQ10.859
3SRR6013518
lung-landscapes@6
cohortSQ10.833
4SRR650159
bladder-landscape@3
0.821
5SRR1797259
lung-landscapes@6
cohortSC0.819
6SRR8943030
bladder-landscape@3
0.819
7SRR22247242
lung-landscapes@6
cohortSC0.814
8BS_JVW2JJ39
brain-umap@2
high-grade glioma0.811
9MNG459
mng-umap@100
0.810
10MNG370
mng-umap@100
0.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.360Inavolisib— uncovered
KRAS_SIGNALING_DN0.330Remibrutinib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.140Idelalisib— uncovered
MYC_TARGETS_V20.120Idelalisib— uncovered
PANCREAS_BETA_CELLS0.110Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
APICAL_SURFACE0.070Temsirolimus— uncovered
HYPOXIA0.050Idelalisib— uncovered
HEDGEHOG_SIGNALING0.030Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.020Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered