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

MBCProject_7544_T1_RNA

· D

7be4f64e-8ad4-50e4-a28b-ba88621e056a

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+0.630
  • INTERFERON_GAMMA_RESPONSE+0.580
  • ALLOGRAFT_REJECTION+0.530
  • IL6_JAK_STAT3_SIGNALING+0.460
  • INFLAMMATORY_RESPONSE+0.390
  • IL2_STAT5_SIGNALING+0.320
  • COMPLEMENT+0.300
  • APICAL_JUNCTION+0.250
  • KRAS_SIGNALING_DN+0.250
  • KRAS_SIGNALING_UP+0.250

Top 10 suppressed

  • PROTEIN_SECRETION-0.420
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • ANDROGEN_RESPONSE-0.340
  • ESTROGEN_RESPONSE_EARLY-0.310
  • ADIPOGENESIS-0.300
  • PEROXISOME-0.300
  • TGF_BETA_SIGNALING-0.260
  • DNA_REPAIR-0.240
  • FATTY_ACID_METABOLISM-0.240
  • GLYCOLYSIS-0.230

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
1TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.891
2TCGA-AC-A8OQ-01A-11R-A41B-07
breast-umap@18
D0.877
3TCGA-A2-A0ST-01A-12R-A084-07
breast-umap@18
D0.870
4TCGA-EW-A3U0-01A-11R-A22K-07
breast-umap@18
D0.870
5AUR-AFR5-TTP1-A-1-1-R-A743-41
breast-umap@18
D0.865
6TCGA-A2-A04Q-01A-21R-A034-07
breast-umap@18
D0.847
7TCGA-E9-A3QA-01A-61R-A22K-07
breast-umap@18
D0.839
8TCGA-BT-A42E-01A-11R-A23W-07
bladder-landscape@3
0.832
9TCGA-PL-A8LZ-01A-31R-A36F-07
breast-umap@18
D0.832
10TCGA-C8-A12V-01A-11R-A115-07
breast-umap@18
D0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.630Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.580Idelalisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.460Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
G2M_CHECKPOINT0.210Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.130Inavolisib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered