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

MBCProject_0217_T2_RNA

· C

cfd73fa9-99d2-5026-adc6-ba12cc99b714

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

  • BILE_ACID_METABOLISM+0.660
  • XENOBIOTIC_METABOLISM+0.660
  • FATTY_ACID_METABOLISM+0.600
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • PEROXISOME+0.430
  • ADIPOGENESIS+0.420
  • PANCREAS_BETA_CELLS+0.420
  • COAGULATION+0.410
  • KRAS_SIGNALING_DN+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.280

Top 10 suppressed

  • G2M_CHECKPOINT-0.570
  • E2F_TARGETS-0.560
  • MITOTIC_SPINDLE-0.510
  • MYC_TARGETS_V1-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.440
  • PROTEIN_SECRETION-0.420
  • DNA_REPAIR-0.390
  • MYC_TARGETS_V2-0.380
  • TGF_BETA_SIGNALING-0.380
  • EPITHELIAL_MESENCHYMAL_TRANSITION-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.

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

#SampleCancer typeSubtypecos similarity
1AUR-AFE9-TTM4-A-1-1-R-A742-41
breast-umap@18
C0.889
2TCGA-91-8496-01A-11R-2403-07
lung-landscapes@6
cohortA10.841
3TCGA-67-3770-01A-01R-0946-07
lung-landscapes@6
cohortA10.838
4SJEPD011_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.836
5SRR975601
colon-landscapes@1
0.820
6SRR5088896
melanoma-umap@29
0.813
7BS_B6M763JS
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.807
8AUR-AD9G-TTM2-A-1-1-R-A542-39
breast-umap@18
C0.800
9TCGA-OR-A5J6-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.798
10SRR5088823
melanoma-umap@29
0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.660Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.660Inavolisib— uncovered
FATTY_ACID_METABOLISM0.600Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
PEROXISOME0.430Idelalisib— uncovered
ADIPOGENESIS0.420Inavolisib— uncovered
PANCREAS_BETA_CELLS0.420Cobimetinib— uncovered
COAGULATION0.410Binimetinib— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.280Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.280Inavolisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.190Inavolisib— uncovered
ALLOGRAFT_REJECTION0.150Idelalisib— uncovered
HEME_METABOLISM0.150Temsirolimus— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered