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

TCGA-A8-A07G-01A-11R-A034-07

· A

807e8dc2-4cf5-5dd3-811c-c3dad114de38

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
19

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+0.560
  • ANGIOGENESIS+0.370
  • PROTEIN_SECRETION+0.360
  • BILE_ACID_METABOLISM+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.320
  • UV_RESPONSE_DN+0.300
  • COAGULATION+0.290
  • APICAL_JUNCTION+0.250
  • KRAS_SIGNALING_UP+0.250
  • MTORC1_SIGNALING+0.240

Top 10 suppressed

  • MYC_TARGETS_V2-0.580
  • E2F_TARGETS-0.530
  • G2M_CHECKPOINT-0.470
  • DNA_REPAIR-0.320
  • MYC_TARGETS_V1-0.300
  • TNFA_SIGNALING_VIA_NFKB-0.220
  • UV_RESPONSE_UP-0.190
  • SPERMATOGENESIS-0.160
  • OXIDATIVE_PHOSPHORYLATION-0.140
  • WNT_BETA_CATENIN_SIGNALING-0.130

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-FD-A3SM-01A-11R-A22U-07
bladder-landscape@3
0.827
2SRR8518203
breast-umap@18
A0.788
3TCGA-CR-7401-01A-11R-2016-07
head-neck@1
0.786
4SRR8518353
breast-umap@18
F0.782
527a08af2-4626-4bf9-bdf6-a6ba644a53a2
colon-landscapes@1
0.781
620060030.TNBC
breast-umap@18
F0.779
7TCGA-38-4627-01A-01R-1206-07
lung-landscapes@6
cohortA10.776
8TCGA-D8-A1XU-01A-11R-A14M-07
breast-umap@18
A0.773
9SRR8518340
breast-umap@18
F0.771
10TCGA-AO-A0JF-01A-11R-A056-07
breast-umap@18
A0.768

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
ANGIOGENESIS0.370Remibrutinib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
BILE_ACID_METABOLISM0.320Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.320Remibrutinib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
COAGULATION0.290Binimetinib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
MTORC1_SIGNALING0.240Inavolisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
HYPOXIA0.180Idelalisib— uncovered
MYOGENESIS0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered