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

MBCProject_3946_T5A_RNA

· C

bae05dbe-1e49-5cbb-90c6-454c9ed8247d

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
C
subtype
C

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.700
  • FATTY_ACID_METABOLISM+0.460
  • PANCREAS_BETA_CELLS+0.450
  • PROTEIN_SECRETION+0.320
  • ADIPOGENESIS+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • PEROXISOME+0.270
  • XENOBIOTIC_METABOLISM+0.220
  • BILE_ACID_METABOLISM+0.190
  • MTORC1_SIGNALING+0.170

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.580
  • TNFA_SIGNALING_VIA_NFKB-0.410
  • ALLOGRAFT_REJECTION-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • INFLAMMATORY_RESPONSE-0.380
  • E2F_TARGETS-0.360
  • TGF_BETA_SIGNALING-0.350
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • IL6_JAK_STAT3_SIGNALING-0.330

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MBCProject_3946_T5B_RNA
breast-umap@18
C0.954
2SRR8518189
breast-umap@18
F0.886
3SRR8518211
breast-umap@18
C0.872
4SRR1431183
brain-umap@2
GTEX0.871
5TCGA-TN-A7HJ-01A-12R-A34R-07
head-neck@1
0.870
6SRR4296070
lung-landscapes@6
cohortA10.852
7SRR8943024
bladder-landscape@3
0.849
8SRR1471817
brain-umap@2
GTEX0.848
9TCGA-B6-A0RO-01A-22R-A084-07
breast-umap@18
C0.843
1020070161.TNBC
breast-umap@18
F0.842

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
OXIDATIVE_PHOSPHORYLATION0.700Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.460Inavolisib— uncovered
PANCREAS_BETA_CELLS0.450Cobimetinib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
ADIPOGENESIS0.300Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.190Inavolisib— uncovered
MTORC1_SIGNALING0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.160Remibrutinib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
HEME_METABOLISM0.130Temsirolimus— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
NOTCH_SIGNALING0.020Inavolisib— uncovered
UV_RESPONSE_UP0.010Idelalisib— uncovered