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

TCGA-37-A5EM-01A-21R-A27Q-07

· cohortSQ1

6000338d-0db7-577e-8742-3a5e62fa997c

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
49

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+0.530
  • G2M_CHECKPOINT+0.530
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.510
  • MITOTIC_SPINDLE+0.360
  • INTERFERON_ALPHA_RESPONSE+0.330
  • NOTCH_SIGNALING+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.320
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • ANGIOGENESIS+0.250
  • MYC_TARGETS_V2+0.250

Top 10 suppressed

  • FATTY_ACID_METABOLISM-0.390
  • PEROXISOME-0.360
  • BILE_ACID_METABOLISM-0.350
  • ADIPOGENESIS-0.330
  • PANCREAS_BETA_CELLS-0.330
  • PROTEIN_SECRETION-0.330
  • XENOBIOTIC_METABOLISM-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • ANDROGEN_RESPONSE-0.230
  • HEME_METABOLISM-0.210

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-85-A511-01A-21R-A262-07
lung-landscapes@6
cohortSQ10.877
2SRR650185
bladder-landscape@3
0.854
3SRR934755
brain-umap@2
0.854
4TCGA-B6-A400-01A-11R-A239-07
breast-umap@18
E0.843
5SRR650184
bladder-landscape@3
0.836
6SRR934821
brain-umap@2
0.830
7SRR10899983
melanoma-umap@29
0.826
8SRR8518214
breast-umap@18
D0.816
9TCGA-85-8288-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.797
10TCGA-GC-A3YS-01A-11R-A23N-07
bladder-landscape@3
0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.530Inavolisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.510Inavolisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
NOTCH_SIGNALING0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
MYC_TARGETS_V10.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
ALLOGRAFT_REJECTION0.110Idelalisib— uncovered