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

MBCProject_4423_T1_RNA

· B

44171d2a-0a7d-51f7-8471-a2570edae31d

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

  • E2F_TARGETS+0.370
  • ESTROGEN_RESPONSE_EARLY+0.350
  • INTERFERON_ALPHA_RESPONSE+0.330
  • ESTROGEN_RESPONSE_LATE+0.320
  • MYC_TARGETS_V2+0.260
  • G2M_CHECKPOINT+0.250
  • KRAS_SIGNALING_DN+0.220
  • DNA_REPAIR+0.150
  • UV_RESPONSE_UP+0.120
  • ANGIOGENESIS+0.080

Top 10 suppressed

  • PROTEIN_SECRETION-0.460
  • TGF_BETA_SIGNALING-0.430
  • UV_RESPONSE_DN-0.370
  • IL6_JAK_STAT3_SIGNALING-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • ANDROGEN_RESPONSE-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • COMPLEMENT-0.240
  • ALLOGRAFT_REJECTION-0.230
  • INFLAMMATORY_RESPONSE-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR2932834
head-neck@1
0.786
2TCGA-94-7033-01A-11R-1949-07
lung-landscapes@6
cohortSQ10.783
3TCGA-PE-A5DC-01A-12R-A27Q-07
breast-umap@18
B0.766
4SRR12202495
bladder-landscape@3
0.759
5MNG40
mng-umap@100
0.733
6TCGA-OR-A5JJ-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.720
7MBCProject_6876_T1_RNA
breast-umap@18
B0.717
8SRR1797263
lung-landscapes@6
cohortSC0.699
9MNG1109
mng-umap@100
0.697
10ULC0564T_S96
lung-landscapes@6
cohortA10.689

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
E2F_TARGETS0.370Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.350Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
G2M_CHECKPOINT0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.220Remibrutinib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
UV_RESPONSE_UP0.120Idelalisib— uncovered
ANGIOGENESIS0.080Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.080Idelalisib— uncovered
P53_PATHWAY0.080Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.040Remibrutinib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered
COAGULATION0.020Binimetinib— uncovered