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

TCGA-A2-A3KD-01A-12R-A213-07

· A

777b9ef9-b691-59f7-8707-5cbbd1436b84

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
A
subtype
A
overall_survival_months
40

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ESTROGEN_RESPONSE_EARLY+0.410
  • NOTCH_SIGNALING+0.340
  • PROTEIN_SECRETION+0.340
  • ESTROGEN_RESPONSE_LATE+0.320
  • UV_RESPONSE_DN+0.320
  • BILE_ACID_METABOLISM+0.250
  • APICAL_SURFACE+0.240
  • ANDROGEN_RESPONSE+0.210
  • TGF_BETA_SIGNALING+0.210
  • WNT_BETA_CATENIN_SIGNALING+0.210

Top 10 suppressed

  • E2F_TARGETS-0.500
  • INTERFERON_ALPHA_RESPONSE-0.490
  • MYC_TARGETS_V1-0.440
  • OXIDATIVE_PHOSPHORYLATION-0.430
  • INTERFERON_GAMMA_RESPONSE-0.410
  • ALLOGRAFT_REJECTION-0.340
  • DNA_REPAIR-0.330
  • G2M_CHECKPOINT-0.320
  • MYC_TARGETS_V2-0.240
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.180

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
1s0112281
melanoma-umap@29
0.810
2TCGA-AC-A2FG-01A-11R-A17B-07
breast-umap@18
A0.789
3TCGA-97-7547-01A-11R-2039-07
lung-landscapes@6
cohortA10.789
4MNG238
mng-umap@100
0.769
5TCGA-BH-A0DO-01B-11R-A12D-07
breast-umap@18
A0.760
6TCGA-AR-A24W-01A-11R-A169-07
breast-umap@18
A0.747
7TCGA-44-6146-01A-11R-1755-07
lung-landscapes@6
cohortA10.746
8TCGA-OR-A5LL-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.745
9TCGA-E2-A1L6-01A-11R-A13Q-07
breast-umap@18
A0.743
10TCGA-D8-A27P-01A-11R-A16F-07
breast-umap@18
B0.741

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ESTROGEN_RESPONSE_EARLY0.410Inavolisib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.190Remibrutinib— uncovered
HEME_METABOLISM0.160Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
PEROXISOME0.130Idelalisib— uncovered
HYPOXIA0.120Idelalisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered