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

MBCProject_3946_T5B_RNA

· C

dad30c17-b9f3-5e3b-8480-5a6aaea55098

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+0.620
  • FATTY_ACID_METABOLISM+0.390
  • PANCREAS_BETA_CELLS+0.380
  • PROTEIN_SECRETION+0.370
  • BILE_ACID_METABOLISM+0.240
  • PEROXISOME+0.240
  • ADIPOGENESIS+0.210
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200
  • ANDROGEN_RESPONSE+0.180
  • XENOBIOTIC_METABOLISM+0.180

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.540
  • MYC_TARGETS_V2-0.440
  • E2F_TARGETS-0.400
  • INFLAMMATORY_RESPONSE-0.380
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • ALLOGRAFT_REJECTION-0.360
  • MYC_TARGETS_V1-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.310
  • G2M_CHECKPOINT-0.300
  • IL6_JAK_STAT3_SIGNALING-0.300

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
1MBCProject_3946_T5A_RNA
breast-umap@18
C0.954
2SRR8518189
breast-umap@18
F0.871
3TCGA-78-7163-01A-12R-2066-07
lung-landscapes@6
cohortA10.868
4SRR8613744
breast-umap@18
F0.828
5TCGA-44-6776-01A-11R-1858-07
lung-landscapes@6
cohortA20.827
6TCGA-B6-A0RO-01A-22R-A084-07
breast-umap@18
C0.825
7SRR1101421
brain-umap@2
GTEX0.825
820070161.TNBC
breast-umap@18
F0.823
9SRR8943024
bladder-landscape@3
0.820
1084a15687-a977-43a1-b2b7-099ecdf21b2c
colon-landscapes@1
0.820

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.620Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.390Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
HEME_METABOLISM0.160Temsirolimus— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.090Inavolisib— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.030Remibrutinib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered
UV_RESPONSE_DN0.010Inavolisib— uncovered