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

MBCProject_1037_T1_RNA

· D

14d841d4-7ceb-5f66-b2de-4c635f6d3374

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+0.640
  • INTERFERON_GAMMA_RESPONSE+0.590
  • ALLOGRAFT_REJECTION+0.520
  • IL6_JAK_STAT3_SIGNALING+0.450
  • INFLAMMATORY_RESPONSE+0.300
  • COMPLEMENT+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • NOTCH_SIGNALING+0.260
  • IL2_STAT5_SIGNALING+0.220
  • P53_PATHWAY+0.150

Top 10 suppressed

  • PROTEIN_SECRETION-0.420
  • MYC_TARGETS_V1-0.360
  • OXIDATIVE_PHOSPHORYLATION-0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • ESTROGEN_RESPONSE_EARLY-0.290
  • MTORC1_SIGNALING-0.290
  • ADIPOGENESIS-0.270
  • ESTROGEN_RESPONSE_LATE-0.270
  • MYC_TARGETS_V2-0.270
  • BILE_ACID_METABOLISM-0.240

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
1SRR1313132
breast-umap@18
D0.874
2SRR8613774
breast-umap@18
D0.873
3TCGA-AO-A0JC-01A-11R-A056-07
breast-umap@18
D0.869
4SRR8613738
breast-umap@18
D0.858
5AUR-AF95-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.853
6C3N-02675
lung-landscapes@6
cohortSQ10.851
7TCGA-C8-A12V-01A-11R-A115-07
breast-umap@18
D0.846
8TCGA-E9-A2JT-01A-22R-A18M-07
breast-umap@18
D0.844
9SRR8518387
breast-umap@18
D0.840
10TCGA-OR-A5JK-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.839

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.640Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.590Idelalisib— uncovered
ALLOGRAFT_REJECTION0.520Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
NOTCH_SIGNALING0.260Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
P53_PATHWAY0.150Idelalisib— uncovered
KRAS_SIGNALING_DN0.140Remibrutinib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.070Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.040Inavolisib— uncovered