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

MBCProject_1160_T2_RNA

· E

1d3682fb-c7a2-59c9-bed5-79e38f65fb48

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
E
subtype
E

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+0.580
  • MYC_TARGETS_V2+0.560
  • G2M_CHECKPOINT+0.510
  • MYC_TARGETS_V1+0.470
  • UNFOLDED_PROTEIN_RESPONSE+0.340
  • INTERFERON_ALPHA_RESPONSE+0.330
  • GLYCOLYSIS+0.300
  • UV_RESPONSE_UP+0.240
  • MTORC1_SIGNALING+0.230
  • DNA_REPAIR+0.210

Top 10 suppressed

  • COAGULATION-0.310
  • IL6_JAK_STAT3_SIGNALING-0.310
  • IL2_STAT5_SIGNALING-0.290
  • BILE_ACID_METABOLISM-0.270
  • ANGIOGENESIS-0.260
  • UV_RESPONSE_DN-0.260
  • ESTROGEN_RESPONSE_EARLY-0.250
  • KRAS_SIGNALING_UP-0.230
  • ALLOGRAFT_REJECTION-0.220
  • MYOGENESIS-0.210

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-A8-A07R-01A-21R-A034-07
breast-umap@18
E0.865
2TCGA-AO-A124-01A-11R-A10J-07
breast-umap@18
E0.862
320020093.Her2HRneg
breast-umap@18
E0.836
4TCGA-77-7138-01A-41R-2045-07
lung-landscapes@6
cohortSQ10.832
5TCGA-91-6836-01A-21R-1858-07
lung-landscapes@6
cohortA10.830
6SRR8518179
breast-umap@18
E0.829
7SRR23303750
bladder-landscape@3
0.827
8TCGA-E9-A22G-01A-11R-A157-07
breast-umap@18
E0.826
9TCGA-CV-6003-01A-11R-1686-07
head-neck@1
0.825
10SRR15030853
colon-landscapes@1
0.825

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.580Inavolisib— uncovered
MYC_TARGETS_V20.560Idelalisib— uncovered
G2M_CHECKPOINT0.510Inavolisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.340Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.330Inavolisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
UV_RESPONSE_UP0.240Idelalisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
DNA_REPAIR0.210Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.130Idelalisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
APICAL_SURFACE0.050Temsirolimus— uncovered
PROTEIN_SECRETION0.040Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.040Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered