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

TCGA-78-7150-01A-21R-2039-07

· cohortA4

b64363c5-a99f-5f34-b8fa-ed2f16e02706

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
59

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+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • GLYCOLYSIS+0.360
  • MTORC1_SIGNALING+0.360
  • TGF_BETA_SIGNALING+0.360
  • ADIPOGENESIS+0.330
  • G2M_CHECKPOINT+0.320
  • UV_RESPONSE_DN+0.320

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.320
  • HEDGEHOG_SIGNALING-0.230
  • INFLAMMATORY_RESPONSE-0.210
  • P53_PATHWAY-0.210
  • IL6_JAK_STAT3_SIGNALING-0.180
  • INTERFERON_GAMMA_RESPONSE-0.140
  • IL2_STAT5_SIGNALING-0.130
  • WNT_BETA_CATENIN_SIGNALING-0.130
  • KRAS_SIGNALING_UP-0.120
  • APICAL_JUNCTION-0.090

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG544
mng-umap@100
0.818
2SRR12696742
melanoma-umap@29
0.789
3BSR_03_0022_A2_S92
breast-umap@18
C0.789
4TCGA-39-5034-01A-01R-1443-07
lung-landscapes@6
cohortA30.788
5TCGA-50-5072-01A-21R-1858-07
lung-landscapes@6
cohortA40.785
6f34c57ee-92a6-4e3b-acde-7fd631c42f87
colon-landscapes@1
0.774
7MNG778
mng-umap@100
0.769
8SJEPD031129_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.767
9TCGA-73-4670-01A-01R-1206-07
lung-landscapes@6
cohortA40.767
10MNG1206
mng-umap@100
0.759

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.460Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
GLYCOLYSIS0.360Inavolisib— uncovered
MTORC1_SIGNALING0.360Inavolisib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
ADIPOGENESIS0.330Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
HYPOXIA0.210Idelalisib— uncovered