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

TCGA-A2-A1G4-01A-11R-A13Q-07

· B

adeb9cb5-250f-5e77-b8a8-2f49d6cc279d

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
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

  • G2M_CHECKPOINT+0.450
  • E2F_TARGETS+0.440
  • PROTEIN_SECRETION+0.370
  • MYC_TARGETS_V1+0.360
  • MITOTIC_SPINDLE+0.270
  • ESTROGEN_RESPONSE_EARLY+0.240
  • DNA_REPAIR+0.220
  • MTORC1_SIGNALING+0.210
  • ESTROGEN_RESPONSE_LATE+0.200
  • ANDROGEN_RESPONSE+0.190

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.520
  • INTERFERON_ALPHA_RESPONSE-0.490
  • INTERFERON_GAMMA_RESPONSE-0.450
  • ALLOGRAFT_REJECTION-0.380
  • MYOGENESIS-0.370
  • IL6_JAK_STAT3_SIGNALING-0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.350
  • COAGULATION-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.320
  • TNFA_SIGNALING_VIA_NFKB-0.310

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-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.901
2TCGA-E2-A155-01A-11R-A12D-07
breast-umap@18
B0.900
3TCGA-A2-A25E-01A-11R-A169-07
breast-umap@18
B0.851
4TCGA-BH-A204-01A-11R-A157-07
breast-umap@18
B0.850
5TCGA-HQ-A2OF-01A-11R-A26T-07
bladder-landscape@3
0.848
6TCGA-HQ-A2OE-01A-11R-A206-07
bladder-landscape@3
0.847
7TCGA-E9-A228-01A-31R-A157-07
breast-umap@18
B0.847
8R360
bladder-landscape@3
0.846
9TCGA-B6-A0WV-01A-11R-A109-07
breast-umap@18
B0.845
10SRR33532819
breast-umap@18
E0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.450Inavolisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
MITOTIC_SPINDLE0.270Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
PEROXISOME0.090Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.090Inavolisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered