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

TCGA-GM-A2D9-01A-11R-A18M-07

· B

5fe08308-8bb6-50d5-a4bd-7da0ad031b55

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
60

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.280
  • PANCREAS_BETA_CELLS+0.260
  • KRAS_SIGNALING_DN+0.230
  • COAGULATION+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.170
  • INTERFERON_ALPHA_RESPONSE+0.140
  • ANGIOGENESIS+0.130
  • OXIDATIVE_PHOSPHORYLATION+0.130
  • P53_PATHWAY+0.080
  • FATTY_ACID_METABOLISM+0.070

Top 10 suppressed

  • E2F_TARGETS-0.630
  • G2M_CHECKPOINT-0.560
  • MITOTIC_SPINDLE-0.510
  • MTORC1_SIGNALING-0.430
  • MYC_TARGETS_V2-0.360
  • UNFOLDED_PROTEIN_RESPONSE-0.360
  • MYC_TARGETS_V1-0.320
  • IL6_JAK_STAT3_SIGNALING-0.280
  • SPERMATOGENESIS-0.270
  • PI3K_AKT_MTOR_SIGNALING-0.260

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.868
2MNG25
mng-umap@100
0.854
3TCGA-49-4510-01A-01R-1206-07
lung-landscapes@6
cohortA20.827
4TCGA-AO-A126-01A-11R-A10J-07
breast-umap@18
A0.826
5TCGA-L9-A443-01A-12R-A24H-07
lung-landscapes@6
cohortA10.824
6SRR1403222
brain-umap@2
GTEX0.812
7TCGA-GM-A3NY-01A-11R-A21T-07
breast-umap@18
B0.807
8SRR1380680
brain-umap@2
GTEX0.802
9TCGA-62-A46P-01A-11R-A24H-07
lung-landscapes@6
cohortA30.794
10TCGA-4P-AA8J-01A-11R-A39I-07
head-neck@1
0.789

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.280Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
COAGULATION0.200Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.140Inavolisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.130Remibrutinib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
FATTY_ACID_METABOLISM0.070Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
APOPTOSIS0.050Idelalisib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
APICAL_SURFACE0.020Temsirolimus— uncovered
KRAS_SIGNALING_UP0.020Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.010Inavolisib— uncovered