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

TCGA-MP-A4SY-01A-21R-A24X-07

· cohortA1

90d10569-934d-5006-9273-36dacd67ff52

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
61

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • PROTEIN_SECRETION+0.260
  • HEDGEHOG_SIGNALING+0.250
  • TGF_BETA_SIGNALING+0.210
  • MYOGENESIS+0.190
  • KRAS_SIGNALING_UP+0.180
  • APOPTOSIS+0.150
  • UV_RESPONSE_DN+0.120
  • COAGULATION+0.110

Top 10 suppressed

  • E2F_TARGETS-0.460
  • G2M_CHECKPOINT-0.450
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • SPERMATOGENESIS-0.340
  • ALLOGRAFT_REJECTION-0.310
  • KRAS_SIGNALING_DN-0.250
  • APICAL_SURFACE-0.240
  • CHOLESTEROL_HOMEOSTASIS-0.200
  • DNA_REPAIR-0.200
  • FATTY_ACID_METABOLISM-0.190

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
18d532c55-71b5-4992-9aba-7480d7c390ce
melanoma-umap@29
0.780
2TCGA-E9-A1NH-01A-11R-A14D-07
breast-umap@18
A0.770
3TCGA-HD-7831-01A-11R-2132-07
head-neck@1
0.770
420679021-a108-4728-ab9a-fa3ca2fed0d0
melanoma-umap@29
0.762
5df16e2f1-59a7-444d-9eab-c8d3b23b080d
melanoma-umap@29
0.762
65af21474-88f9-4885-82d2-9c84b2ded99a
melanoma-umap@29
0.757
77900174d-af00-444f-a5b2-226a45f7e76a
colon-landscapes@1
0.756
8X9d79253b.8c45.4bde.a42d.c399fb107400
lung-landscapes@6
cohortMD20.755
9TCGA-FD-A5BZ-01A-11R-A28M-07
bladder-landscape@3
0.754
1020020009.LumA
breast-umap@18
A0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.490Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.060Inavolisib— uncovered