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

TCGA-GC-A4ZW-01A-11R-A26T-07

7ca4f97d-eaea-5caa-8338-ce092e7b4d14

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
0.492772668
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

  • E2F_TARGETS+0.560
  • G2M_CHECKPOINT+0.450
  • MYC_TARGETS_V1+0.420
  • DNA_REPAIR+0.400
  • MYC_TARGETS_V2+0.390
  • MITOTIC_SPINDLE+0.360
  • PROTEIN_SECRETION+0.360
  • UNFOLDED_PROTEIN_RESPONSE+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • HEME_METABOLISM+0.240

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.580
  • ANGIOGENESIS-0.550
  • INFLAMMATORY_RESPONSE-0.470
  • INTERFERON_ALPHA_RESPONSE-0.450
  • COAGULATION-0.420
  • ALLOGRAFT_REJECTION-0.410
  • IL6_JAK_STAT3_SIGNALING-0.410
  • INTERFERON_GAMMA_RESPONSE-0.400
  • APICAL_SURFACE-0.360
  • KRAS_SIGNALING_UP-0.360

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-DK-A3X2-01A-11R-A22U-07
bladder-landscape@3
0.936
2MDT-AP-3402
medullo-epn-umap@date-based
MedMedulloblastoma0.926
3MDT-AP-0714
medullo-epn-umap@date-based
MedMedulloblastoma0.922
4TCGA-HQ-A2OE-01A-11R-A206-07
bladder-landscape@3
0.915
5TCGA-C8-A1HN-01A-11R-A137-07
breast-umap@18
B0.909
6MBCproject_0227_T2_RNA
breast-umap@18
B0.907
7004064de-0e10-491d-b3d8-bc628a8f70a8
melanoma-umap@29
0.905
8236350e9-8964-42ae-8880-d2f2281ff993
melanoma-umap@29
0.898
9a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.897
10MDT-AP-2085
medullo-epn-umap@date-based
MedMedulloblastoma0.897

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.560Inavolisib— uncovered
G2M_CHECKPOINT0.450Inavolisib— uncovered
MYC_TARGETS_V10.420Inavolisib— uncovered
DNA_REPAIR0.400Idelalisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.340Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PEROXISOME0.160Idelalisib— uncovered
UV_RESPONSE_UP0.160Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered