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

MBCProject_0454_T1_RNA

· B

6ad6a570-82a8-5686-9d77-d8e16ec465c6

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

  • INTERFERON_ALPHA_RESPONSE+0.610
  • INTERFERON_GAMMA_RESPONSE+0.470
  • E2F_TARGETS+0.450
  • ALLOGRAFT_REJECTION+0.430
  • MYC_TARGETS_V1+0.430
  • G2M_CHECKPOINT+0.380
  • MYC_TARGETS_V2+0.370
  • PI3K_AKT_MTOR_SIGNALING+0.270
  • UNFOLDED_PROTEIN_RESPONSE+0.270
  • DNA_REPAIR+0.260

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.630
  • HEDGEHOG_SIGNALING-0.480
  • HYPOXIA-0.480
  • ANGIOGENESIS-0.460
  • MYOGENESIS-0.460
  • TGF_BETA_SIGNALING-0.450
  • COAGULATION-0.430
  • NOTCH_SIGNALING-0.430
  • UV_RESPONSE_DN-0.430
  • FATTY_ACID_METABOLISM-0.410

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR11296816
colon-landscapes@1
0.925
2MBCProject_1819_T1_RNA
breast-umap@18
C0.874
3C3N-04382
lung-landscapes@6
cohortMD10.871
4MBCProject_1542_T2_RNA
breast-umap@18
D0.868
51b0a23c2-785d-4a14-b673-86c97ceff401
melanoma-umap@29
0.857
6s0112318
melanoma-umap@29
0.854
7SRR10900596
melanoma-umap@29
0.852
8MBCProject_3717_T1_RNA
breast-umap@18
B0.851
9SRR8518222
breast-umap@18
D0.839
10TCGA-AR-A24H-01A-11R-A169-07
breast-umap@18
B0.837

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.610Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
E2F_TARGETS0.450Inavolisib— uncovered
ALLOGRAFT_REJECTION0.430Idelalisib— uncovered
MYC_TARGETS_V10.430Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
MYC_TARGETS_V20.370Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
DNA_REPAIR0.260Idelalisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered