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

TCGA-AC-A2QI-01A-12R-A19W-07

· A

9fb0063f-1c00-546d-b7e5-49469732eae5

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
20
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+0.430
  • WNT_BETA_CATENIN_SIGNALING+0.430
  • NOTCH_SIGNALING+0.420
  • ANGIOGENESIS+0.340
  • APICAL_JUNCTION+0.280
  • P53_PATHWAY+0.230
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.220
  • UV_RESPONSE_DN+0.220
  • HEDGEHOG_SIGNALING+0.200
  • MYOGENESIS+0.200

Top 10 suppressed

  • E2F_TARGETS-0.640
  • G2M_CHECKPOINT-0.560
  • MYC_TARGETS_V1-0.520
  • MTORC1_SIGNALING-0.430
  • MYC_TARGETS_V2-0.340
  • ESTROGEN_RESPONSE_LATE-0.330
  • UNFOLDED_PROTEIN_RESPONSE-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.280
  • SPERMATOGENESIS-0.270
  • OXIDATIVE_PHOSPHORYLATION-0.260

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-B6-A0IH-01A-11R-A115-07
breast-umap@18
A0.869
2102d912c-5882-4ae4-9eaf-cbd2f55f66af
melanoma-umap@29
0.853
3TCGA-BH-A1FH-01A-12R-A13Q-07
breast-umap@18
A0.845
4SRR26320070
bladder-landscape@3
0.843
5SRR1516085
bladder-landscape@3
0.832
6R163
bladder-landscape@3
0.830
71ab4a652-7fde-4128-ade4-0a1c56eede64
colon-landscapes@1
0.829
8TCGA-AC-A3HN-01A-11R-A213-07
breast-umap@18
A0.829
920020074.LumA
breast-umap@18
A0.821
10TCGA-B6-A0RP-01A-21R-A084-07
breast-umap@18
B0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.430Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.430Inavolisib— uncovered
NOTCH_SIGNALING0.420Inavolisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.220Inavolisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.180Idelalisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered
APOPTOSIS0.140Idelalisib— uncovered
COAGULATION0.140Binimetinib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
COMPLEMENT0.090Inavolisib— uncovered
IL2_STAT5_SIGNALING0.080Idelalisib— uncovered