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

TCGA-A2-A1FZ-01A-51R-A14D-07

· A

841fa63b-2837-588d-a1e4-1e4488d283e2

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
23
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.470
  • PROTEIN_SECRETION+0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • UV_RESPONSE_DN+0.360
  • ADIPOGENESIS+0.330
  • ESTROGEN_RESPONSE_EARLY+0.310
  • KRAS_SIGNALING_UP+0.310
  • ANGIOGENESIS+0.290
  • APICAL_JUNCTION+0.290
  • BILE_ACID_METABOLISM+0.290

Top 10 suppressed

  • MYC_TARGETS_V2-0.590
  • MYC_TARGETS_V1-0.530
  • E2F_TARGETS-0.490
  • INTERFERON_ALPHA_RESPONSE-0.450
  • G2M_CHECKPOINT-0.440
  • SPERMATOGENESIS-0.310
  • INTERFERON_GAMMA_RESPONSE-0.300
  • MTORC1_SIGNALING-0.260
  • OXIDATIVE_PHOSPHORYLATION-0.210
  • DNA_REPAIR-0.190

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-AO-A0JF-01A-11R-A056-07
breast-umap@18
A0.862
2TCGA-86-6562-01A-11R-1755-07
lung-landscapes@6
cohortA10.856
3SRR5088898
melanoma-umap@29
0.853
4TCGA-D8-A146-01A-31R-A115-07
breast-umap@18
A0.853
5TCGA-K4-A4AB-01B-12R-A28M-07
bladder-landscape@3
0.852
6SRR6013580
lung-landscapes@6
cohortA20.843
7SRR8518203
breast-umap@18
A0.838
8SRR8613790
breast-umap@18
A0.837
9SRR8613813
breast-umap@18
D0.836
10TCGA-CQ-6227-01A-11R-1915-07
head-neck@1
0.836

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
TGF_BETA_SIGNALING0.470Inavolisib— uncovered
PROTEIN_SECRETION0.420Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
UV_RESPONSE_DN0.360Inavolisib— uncovered
ADIPOGENESIS0.330Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
ANGIOGENESIS0.290Remibrutinib— uncovered
APICAL_JUNCTION0.290Inavolisib— uncovered
BILE_ACID_METABOLISM0.290Inavolisib— uncovered
APOPTOSIS0.280Idelalisib— uncovered
PEROXISOME0.280Idelalisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
HEME_METABOLISM0.260Temsirolimus— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.220Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.210Inavolisib— uncovered