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

MBCProject_0755_T1_RNA

· B

e4e4b8a1-1b92-5228-9096-57b184bf5b9f

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • PROTEIN_SECRETION+0.370
  • ANDROGEN_RESPONSE+0.330
  • FATTY_ACID_METABOLISM+0.290
  • ANGIOGENESIS+0.250
  • ESTROGEN_RESPONSE_LATE+0.210
  • MTORC1_SIGNALING+0.210
  • SPERMATOGENESIS+0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200

Top 10 suppressed

  • G2M_CHECKPOINT-0.500
  • MYC_TARGETS_V2-0.460
  • INTERFERON_GAMMA_RESPONSE-0.450
  • INTERFERON_ALPHA_RESPONSE-0.430
  • E2F_TARGETS-0.420
  • MITOTIC_SPINDLE-0.420
  • TGF_BETA_SIGNALING-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.330
  • NOTCH_SIGNALING-0.300
  • PI3K_AKT_MTOR_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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1144
mng-umap@100
0.825
2SRR8518241
breast-umap@18
F0.810
3SRR1318426
brain-umap@2
GTEX0.794
4SRR1471817
brain-umap@2
GTEX0.785
5SRR8518242
breast-umap@18
F0.781
6TCGA-A7-A0DB-01A-11R-A00Z-07
breast-umap@18
A0.779
7SRR8518189
breast-umap@18
F0.778
8TCGA-AO-A12G-01A-11R-A10J-07
breast-umap@18
A0.776
9C3L-01632
lung-landscapes@6
cohortA40.775
10SRR1420493
brain-umap@2
GTEX0.760

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
PANCREAS_BETA_CELLS0.430Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.210Idelalisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
PEROXISOME0.140Idelalisib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.120Remibrutinib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.120Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered