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

MBCProject_0582_T1_RNA

· D

fe44f535-9438-569f-b7b5-0db97def3673

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
D
subtype
D

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+0.450
  • INTERFERON_GAMMA_RESPONSE+0.360
  • ALLOGRAFT_REJECTION+0.280
  • INFLAMMATORY_RESPONSE+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.260
  • IL6_JAK_STAT3_SIGNALING+0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.230
  • TNFA_SIGNALING_VIA_NFKB+0.220
  • MITOTIC_SPINDLE+0.200
  • IL2_STAT5_SIGNALING+0.190

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.580
  • PROTEIN_SECRETION-0.500
  • MYC_TARGETS_V1-0.390
  • ADIPOGENESIS-0.340
  • FATTY_ACID_METABOLISM-0.330
  • PEROXISOME-0.300
  • MTORC1_SIGNALING-0.260
  • ANDROGEN_RESPONSE-0.250
  • ESTROGEN_RESPONSE_LATE-0.250
  • PANCREAS_BETA_CELLS-0.250

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-EW-A3U0-01A-11R-A22K-07
breast-umap@18
D0.867
220030032.TNBC
breast-umap@18
D0.865
3TCGA-AC-A8OQ-01A-11R-A41B-07
breast-umap@18
D0.836
4MBCProject_0375_T1_A_RNA
breast-umap@18
D0.817
5TCGA-MP-A4T4-01A-11R-A262-07
lung-landscapes@6
cohortA10.817
6SRR8518351
breast-umap@18
D0.812
7TCGA-A2-A0SX-01A-12R-A084-07
breast-umap@18
D0.808
8MBCProject_7544_T1_RNA
breast-umap@18
D0.808
9BS_PGHK1JRW
brain-umap@2
ATRT0.807
10SRR8518330
breast-umap@18
D0.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.360Idelalisib— uncovered
ALLOGRAFT_REJECTION0.280Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.220Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
MYC_TARGETS_V20.160Idelalisib— uncovered
MYOGENESIS0.130Inavolisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
G2M_CHECKPOINT0.120Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered
HYPOXIA0.100Idelalisib— uncovered