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

TCGA-AR-A1AV-01A-21R-A12P-07

· B

5cfb82ca-b1a4-5365-92ba-cf3abe7e6898

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
62

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.510
  • TGF_BETA_SIGNALING+0.320
  • ESTROGEN_RESPONSE_EARLY+0.310
  • MITOTIC_SPINDLE+0.280
  • UV_RESPONSE_DN+0.260
  • ANDROGEN_RESPONSE+0.190
  • ESTROGEN_RESPONSE_LATE+0.170
  • PI3K_AKT_MTOR_SIGNALING+0.170
  • NOTCH_SIGNALING+0.160
  • HEME_METABOLISM+0.150

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • INTERFERON_ALPHA_RESPONSE-0.440
  • INTERFERON_GAMMA_RESPONSE-0.430
  • KRAS_SIGNALING_DN-0.370
  • IL6_JAK_STAT3_SIGNALING-0.360
  • HEDGEHOG_SIGNALING-0.290
  • INFLAMMATORY_RESPONSE-0.290
  • PANCREAS_BETA_CELLS-0.270
  • SPERMATOGENESIS-0.210
  • IL2_STAT5_SIGNALING-0.200

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-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.840
2TCGA-D8-A1X7-01A-11R-A14M-07
breast-umap@18
B0.829
3TCGA-AN-A0FZ-01A-11R-A034-07
breast-umap@18
B0.805
4TCGA-A8-A0AB-01A-11R-A034-07
breast-umap@18
B0.785
5TCGA-C8-A26Z-01A-11R-A16F-07
breast-umap@18
B0.780
6TCGA-BH-A0E7-01A-11R-A034-07
breast-umap@18
B0.773
7TCGA-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.757
8TCGA-AR-A2LK-01A-11R-A180-07
breast-umap@18
B0.752
9TCGA-D8-A1XS-01A-11R-A14M-07
breast-umap@18
B0.750
10TCGA-A8-A085-01A-11R-A00Z-07
breast-umap@18
B0.749

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.510Remibrutinib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.310Inavolisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
NOTCH_SIGNALING0.160Inavolisib— uncovered
HEME_METABOLISM0.150Temsirolimus— uncovered
MYC_TARGETS_V20.150Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.110Idelalisib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
DNA_REPAIR0.060Idelalisib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
ADIPOGENESIS0.040Inavolisib— uncovered
E2F_TARGETS0.040Inavolisib— uncovered
FATTY_ACID_METABOLISM0.040Inavolisib— uncovered
MYC_TARGETS_V10.040Inavolisib— uncovered