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

MBCProject_0589_T1A_RNA

· A

90fd2096-079c-5e39-b9eb-df9aa22d7904

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
A
subtype
A

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+0.320
  • HEDGEHOG_SIGNALING+0.230
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • APICAL_SURFACE+0.190
  • KRAS_SIGNALING_DN+0.160
  • MYOGENESIS+0.090
  • UV_RESPONSE_DN+0.090
  • BILE_ACID_METABOLISM+0.070
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.020
  • COAGULATION+0.000

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.510
  • TNFA_SIGNALING_VIA_NFKB-0.480
  • MTORC1_SIGNALING-0.430
  • OXIDATIVE_PHOSPHORYLATION-0.420
  • INFLAMMATORY_RESPONSE-0.390
  • APOPTOSIS-0.370
  • INTERFERON_GAMMA_RESPONSE-0.340
  • PEROXISOME-0.340
  • ALLOGRAFT_REJECTION-0.330
  • IL6_JAK_STAT3_SIGNALING-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
1MBCProject_0589_T1_RNA
breast-umap@18
A0.911
2d2995480-5ae0-42e1-9a21-25e1435201ee
colon-landscapes@1
0.897
3MDT-AP-3189
medullo-epn-umap@date-based
MedMedulloblastoma0.893
4SRR33346962
bladder-landscape@3
0.881
5ERR4976613
breast-umap@18
D0.880
6MNG189
mng-umap@100
0.874
7BS_YMAJC22S
brain-umap@2
low-grade glioma0.873
8SRR1478032
brain-umap@2
GTEX0.872
9e3d71c3f-4e56-45fa-be88-2cf444b70a5c
melanoma-umap@29
0.870
10MNG584
mng-umap@100
0.870

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
MYOGENESIS0.090Inavolisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.020Inavolisib— uncovered