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

TCGA-AN-A0FF-01A-11R-A034-07

· B

a4d022df-2d9e-51f6-bc9f-22d082563d97

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
B
subtype
B
overall_survival_months
6

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.560
  • ESTROGEN_RESPONSE_EARLY+0.390
  • ESTROGEN_RESPONSE_LATE+0.290
  • INTERFERON_GAMMA_RESPONSE+0.290
  • COMPLEMENT+0.200
  • PEROXISOME+0.190
  • MITOTIC_SPINDLE+0.180
  • DNA_REPAIR+0.170
  • PI3K_AKT_MTOR_SIGNALING+0.170
  • G2M_CHECKPOINT+0.160

Top 10 suppressed

  • MYC_TARGETS_V1-0.330
  • MYC_TARGETS_V2-0.290
  • HYPOXIA-0.270
  • PANCREAS_BETA_CELLS-0.250
  • NOTCH_SIGNALING-0.240
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.190
  • SPERMATOGENESIS-0.180
  • MTORC1_SIGNALING-0.140
  • UNFOLDED_PROTEIN_RESPONSE-0.130
  • APICAL_JUNCTION-0.120

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-A2-A0YC-01A-11R-A109-07
breast-umap@18
B0.676
2TCGA-E9-A1R4-01A-21R-A14D-07
breast-umap@18
C0.624
3TCGA-EW-A1P5-01A-11R-A144-07
breast-umap@18
B0.607
4TCGA-EW-A1J5-01A-11R-A13Q-07
breast-umap@18
B0.583
5SRR35579846
breast-umap@18
D0.580
6TCGA-AR-A24R-01A-11R-A169-07
breast-umap@18
B0.571
7TCGA-E9-A22H-01A-11R-A157-07
breast-umap@18
B0.561
8TCGA-S3-A6ZF-01A-32R-A32P-07
breast-umap@18
B0.558
906ef2350-1dd1-46e9-a1ac-8fc731a6abc7
melanoma-umap@29
0.556
10SRR6013559
lung-landscapes@6
cohortMD20.551

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.390Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.290Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
ANGIOGENESIS0.120Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
ADIPOGENESIS0.070Inavolisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered
TGF_BETA_SIGNALING0.060Inavolisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered