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

TCGA-D8-A1X7-01A-11R-A14M-07

· B

ffb47f30-20d5-562e-9fa1-654278465d18

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
17

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+0.490
  • TGF_BETA_SIGNALING+0.420
  • MTORC1_SIGNALING+0.300
  • HEME_METABOLISM+0.280
  • ANDROGEN_RESPONSE+0.270
  • MITOTIC_SPINDLE+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.240
  • FATTY_ACID_METABOLISM+0.230
  • UV_RESPONSE_DN+0.230
  • BILE_ACID_METABOLISM+0.180

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.460
  • INTERFERON_GAMMA_RESPONSE-0.410
  • ALLOGRAFT_REJECTION-0.370
  • IL6_JAK_STAT3_SIGNALING-0.360
  • INFLAMMATORY_RESPONSE-0.360
  • KRAS_SIGNALING_DN-0.230
  • TNFA_SIGNALING_VIA_NFKB-0.190
  • UV_RESPONSE_UP-0.190
  • APICAL_SURFACE-0.180
  • IL2_STAT5_SIGNALING-0.170

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-AR-A1AV-01A-21R-A12P-07
breast-umap@18
B0.829
2MNG730
mng-umap@100
0.793
3TCGA-AN-A0FZ-01A-11R-A034-07
breast-umap@18
B0.774
4SRR25617914
breast-umap@18
C0.760
5R325
bladder-landscape@3
0.759
6TCGA-BH-A0BS-01A-11R-A12P-07
breast-umap@18
B0.755
7TCGA-AC-A23H-01A-11R-A157-07
breast-umap@18
C0.750
8MNG1056
mng-umap@100
0.748
9MNG1026
mng-umap@100
0.744
10TCGA-E2-A15L-01A-11R-A12D-07
breast-umap@18
B0.743

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.490Remibrutinib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
HEME_METABOLISM0.280Temsirolimus— uncovered
ANDROGEN_RESPONSE0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.240Idelalisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
G2M_CHECKPOINT0.150Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered