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

TCGA-MP-A4TF-01A-11R-A262-07

· cohortA4

0b376de6-58ea-5069-bb84-c88b7bdc875a

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
cohortA4
subtype
cohortA4
age_years
58

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • DNA_REPAIR+0.310
  • TGF_BETA_SIGNALING+0.280
  • INTERFERON_ALPHA_RESPONSE+0.270
  • MITOTIC_SPINDLE+0.220
  • G2M_CHECKPOINT+0.170
  • GLYCOLYSIS+0.160
  • WNT_BETA_CATENIN_SIGNALING+0.140
  • PI3K_AKT_MTOR_SIGNALING+0.130

Top 10 suppressed

  • MYOGENESIS-0.400
  • KRAS_SIGNALING_DN-0.330
  • ALLOGRAFT_REJECTION-0.320
  • IL6_JAK_STAT3_SIGNALING-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.280
  • CHOLESTEROL_HOMEOSTASIS-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • HEDGEHOG_SIGNALING-0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250
  • COAGULATION-0.230

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R337
bladder-landscape@3
0.724
2MDT-AP-3245
medullo-epn-umap@date-based
MedMedulloblastoma0.704
3SRR5088921
melanoma-umap@29
0.695
4SJEPD031236_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.691
5SRR5088920
melanoma-umap@29
0.688
6MDT-AP-0329
medullo-epn-umap@date-based
MedMedulloblastoma0.686
7SJEPD032426_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.686
8TCGA-H4-A2HQ-01A-11R-A180-07
bladder-landscape@3
0.684
9TCGA-E2-A10A-01A-21R-A115-07
breast-umap@18
B0.679
10fe4a0710-a6db-4735-9d1a-113df310def6
melanoma-umap@29
0.676

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.350Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
G2M_CHECKPOINT0.170Inavolisib— uncovered
GLYCOLYSIS0.160Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.130Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.070Idelalisib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered
MTORC1_SIGNALING0.010Inavolisib— uncovered