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

TCGA-DK-A2HX-01A-12R-A18C-07

86bbc38b-9a53-58a9-8350-78a3d7378547

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
overall_survival_months
46.64914586
os_event
true
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.550
  • PROTEIN_SECRETION+0.470
  • UV_RESPONSE_DN+0.460
  • APICAL_JUNCTION+0.370
  • APICAL_SURFACE+0.350
  • MYOGENESIS+0.330
  • TGF_BETA_SIGNALING+0.330
  • ESTROGEN_RESPONSE_EARLY+0.290
  • NOTCH_SIGNALING+0.290
  • ANGIOGENESIS+0.260

Top 10 suppressed

  • MYC_TARGETS_V2-0.660
  • MYC_TARGETS_V1-0.460
  • E2F_TARGETS-0.430
  • G2M_CHECKPOINT-0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • OXIDATIVE_PHOSPHORYLATION-0.290
  • KRAS_SIGNALING_DN-0.270
  • SPERMATOGENESIS-0.270
  • FATTY_ACID_METABOLISM-0.220
  • MTORC1_SIGNALING-0.200

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
1TCGA-64-1679-01A-21R-2066-07
lung-landscapes@6
cohortA10.852
2TCGA-EW-A1PF-01A-11R-A144-07
breast-umap@18
A0.846
320030015.LumB
breast-umap@18
A0.842
4TCGA-D8-A146-01A-31R-A115-07
breast-umap@18
A0.841
5TCGA-FD-A5BZ-01A-11R-A28M-07
bladder-landscape@3
0.841
6TCGA-86-6562-01A-11R-1755-07
lung-landscapes@6
cohortA10.840
7TCGA-A1-A0SH-01A-11R-A084-07
breast-umap@18
A0.836
8TCGA-CV-5970-01A-11R-1686-07
head-neck@1
0.828
9TCGA-CQ-7069-01A-11R-2403-07
head-neck@1
0.820
10SRR5088837
melanoma-umap@29
0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.550Inavolisib— uncovered
PROTEIN_SECRETION0.470Remibrutinib— uncovered
UV_RESPONSE_DN0.460Inavolisib— uncovered
APICAL_JUNCTION0.370Inavolisib— uncovered
APICAL_SURFACE0.350Temsirolimus— uncovered
MYOGENESIS0.330Inavolisib— uncovered
TGF_BETA_SIGNALING0.330Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.290Inavolisib— uncovered
NOTCH_SIGNALING0.290Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
P53_PATHWAY0.260Idelalisib— uncovered
COAGULATION0.240Binimetinib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.220Inavolisib— uncovered
APOPTOSIS0.210Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.210Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.190Inavolisib— uncovered