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

TCGA-GC-A3OO-01A-11R-A22U-07

6cb0b13a-38ef-5257-bcc6-2d0db493621d

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
15.80157687
os_event
false
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • UV_RESPONSE_DN+0.470
  • MITOTIC_SPINDLE+0.420
  • ESTROGEN_RESPONSE_EARLY+0.400
  • ESTROGEN_RESPONSE_LATE+0.400
  • MYOGENESIS+0.350
  • PROTEIN_SECRETION+0.340
  • ANDROGEN_RESPONSE+0.330
  • APICAL_JUNCTION+0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.330
  • HEME_METABOLISM+0.310

Top 10 suppressed

  • MYC_TARGETS_V2-0.430
  • MYC_TARGETS_V1-0.280
  • UNFOLDED_PROTEIN_RESPONSE-0.250
  • OXIDATIVE_PHOSPHORYLATION-0.240
  • ALLOGRAFT_REJECTION-0.210
  • PANCREAS_BETA_CELLS-0.180
  • SPERMATOGENESIS-0.150
  • INTERFERON_ALPHA_RESPONSE-0.130
  • MTORC1_SIGNALING-0.080
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.070

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
1MNG1023
mng-umap@100
0.766
2MNG1234
mng-umap@100
0.757
3MNG1012
mng-umap@100
0.739
4TCGA-BH-A18F-01A-11R-A12D-07
breast-umap@18
A0.735
5TCGA-R3-A69X-01A-22R-A30C-07
bladder-landscape@3
0.732
6TCGA-AO-A0JA-01A-11R-A056-07
breast-umap@18
A0.716
7SRR10900549
melanoma-umap@29
0.716
8TCGA-B6-A0RI-01A-11R-A056-07
breast-umap@18
B0.713
9TCGA-86-6562-01A-11R-1755-07
lung-landscapes@6
cohortA10.712
10TCGA-A1-A0SJ-01A-11R-A084-07
breast-umap@18
B0.708

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
UV_RESPONSE_DN0.470Inavolisib— uncovered
MITOTIC_SPINDLE0.420Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.400Idelalisib— uncovered
MYOGENESIS0.350Inavolisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
HEME_METABOLISM0.310Temsirolimus— uncovered
PEROXISOME0.280Idelalisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
G2M_CHECKPOINT0.270Inavolisib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
E2F_TARGETS0.230Inavolisib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.190Remibrutinib— uncovered