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

TCGA-97-A4M1-01A-11R-A24X-07

· cohortA1

3cd8c0eb-3d44-57cd-8b38-9ba53003c0ce

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
cohortA1
subtype
cohortA1
age_years
52

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
  • KRAS_SIGNALING_DN+0.270
  • BILE_ACID_METABOLISM+0.230
  • COAGULATION+0.180
  • PANCREAS_BETA_CELLS+0.140
  • NOTCH_SIGNALING+0.060
  • XENOBIOTIC_METABOLISM+0.050
  • FATTY_ACID_METABOLISM+0.030
  • APICAL_JUNCTION-0.050
  • KRAS_SIGNALING_UP-0.060

Top 10 suppressed

  • E2F_TARGETS-0.680
  • G2M_CHECKPOINT-0.680
  • MYC_TARGETS_V1-0.670
  • MYC_TARGETS_V2-0.610
  • MTORC1_SIGNALING-0.580
  • UNFOLDED_PROTEIN_RESPONSE-0.560
  • PROTEIN_SECRETION-0.460
  • PI3K_AKT_MTOR_SIGNALING-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.430
  • GLYCOLYSIS-0.420

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-97-8552-01A-11R-2403-07
lung-landscapes@6
cohortA10.932
2BS_V7BJM89K
brain-umap@2
low-grade glioma0.920
3TCGA-55-A4DG-01A-11R-A24H-07
lung-landscapes@6
cohortA10.913
4SJEPD030_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.913
5SJEPD001530_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.909
6TCGA-G2-A2EK-01A-22R-A18C-07
bladder-landscape@3
0.908
7SRR1516074
bladder-landscape@3
0.907
8BS_C80S5N37
medullo-epn-umap@date-based
EPNEPN Tumor0.906
9SJEPD014_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.906
10TCGA-CF-A47Y-01A-11R-A23W-07
bladder-landscape@3
0.906

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.280Inavolisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
BILE_ACID_METABOLISM0.230Inavolisib— uncovered
COAGULATION0.180Binimetinib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
NOTCH_SIGNALING0.060Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.050Inavolisib— uncovered
FATTY_ACID_METABOLISM0.030Inavolisib— uncovered