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

TCGA-LL-A7SZ-01A-32R-A352-07

· B

a26afd84-7cd5-53e3-9f0b-5b05e3df9da6

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
B
subtype
B
overall_survival_months
20

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.450
  • ALLOGRAFT_REJECTION+0.420
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • XENOBIOTIC_METABOLISM+0.320
  • DNA_REPAIR+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • KRAS_SIGNALING_DN+0.280
  • MYOGENESIS+0.210
  • COAGULATION+0.200
  • ESTROGEN_RESPONSE_LATE+0.190

Top 10 suppressed

  • UV_RESPONSE_DN-0.520
  • PROTEIN_SECRETION-0.470
  • TGF_BETA_SIGNALING-0.470
  • MITOTIC_SPINDLE-0.420
  • HEDGEHOG_SIGNALING-0.390
  • NOTCH_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.260
  • APICAL_JUNCTION-0.230
  • WNT_BETA_CATENIN_SIGNALING-0.180

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
1a8cd01e2-f7f4-487c-8cde-4fcf21bfe0e7
colon-landscapes@1
0.790
2TCGA-TN-A7HL-01A-11R-A34R-07
head-neck@1
0.768
3SRR11296848
colon-landscapes@1
0.758
4TCGA-D8-A1Y3-01A-11R-A157-07
breast-umap@18
B0.754
5TCGA-37-4130-01A-01R-1100-07
lung-landscapes@6
cohortA10.753
6TCGA-GM-A2DB-01A-31R-A18M-07
breast-umap@18
C0.751
7TCGA-49-4506-01A-01R-1206-07
lung-landscapes@6
cohortA40.750
8TCGA-66-2771-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.748
9TCGA-LL-A5YM-01A-11R-A28M-07
breast-umap@18
B0.746
10TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.739

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.450Idelalisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.320Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
KRAS_SIGNALING_DN0.280Remibrutinib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.150Inavolisib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
COMPLEMENT0.090Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered