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

TCGA-77-A5GB-01B-11R-A27Q-07

· cohortSQ1

19f227a2-9b3e-52c5-8d99-93ba8a65d254

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
90

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+0.470
  • G2M_CHECKPOINT+0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • ALLOGRAFT_REJECTION+0.300
  • MYC_TARGETS_V2+0.300
  • ANGIOGENESIS+0.290
  • PANCREAS_BETA_CELLS+0.280
  • HYPOXIA+0.250
  • MYC_TARGETS_V1+0.240

Top 10 suppressed

  • ADIPOGENESIS-0.360
  • PROTEIN_SECRETION-0.340
  • BILE_ACID_METABOLISM-0.280
  • FATTY_ACID_METABOLISM-0.220
  • OXIDATIVE_PHOSPHORYLATION-0.220
  • TGF_BETA_SIGNALING-0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.170
  • ESTROGEN_RESPONSE_EARLY-0.150
  • HEME_METABOLISM-0.140
  • PEROXISOME-0.140

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1F5EB77B4-61AD-40EC-B5B0-44D2D5AD66D7
brain-umap@2
0.824
2TCGA-22-4604-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.769
3TCGA-LL-A5YP-01A-21R-A28M-07
breast-umap@18
E0.769
4333376
medullo-epn-umap@date-based
EPNSupratentorial EPN0.762
5BS_WJ9H4NZZ
brain-umap@2
high-grade glioma0.762
6SJEPD001514_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.759
7TCGA-85-8276-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.758
8TCGA-GC-A3YS-01A-11R-A23N-07
bladder-landscape@3
0.748
9SRR5903558
lung-landscapes@6
cohortMD20.745
10TCGA-68-8251-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.745

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.280Cobimetinib— uncovered
HYPOXIA0.250Idelalisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.220Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.210Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.160Idelalisib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered