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

MBCProject_5953_T1_RNA

· B

d4c1db6c-4b29-5f63-b77d-6b8dbb441b56

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

  • PROTEIN_SECRETION+0.490
  • ANDROGEN_RESPONSE+0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • MYC_TARGETS_V1+0.390
  • E2F_TARGETS+0.350
  • G2M_CHECKPOINT+0.330
  • SPERMATOGENESIS+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.230
  • UV_RESPONSE_DN+0.220
  • MITOTIC_SPINDLE+0.190

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.430
  • INTERFERON_GAMMA_RESPONSE-0.380
  • MYOGENESIS-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • KRAS_SIGNALING_DN-0.190
  • ALLOGRAFT_REJECTION-0.160
  • UV_RESPONSE_UP-0.150
  • P53_PATHWAY-0.100
  • TNFA_SIGNALING_VIA_NFKB-0.100
  • DNA_REPAIR-0.070

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
1TCGA-BH-A1FM-01A-11R-A13Q-07
breast-umap@18
B0.802
2R325
bladder-landscape@3
0.796
3TCGA-D8-A1XS-01A-11R-A14M-07
breast-umap@18
B0.786
4SJEPD031129_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.769
5TCGA-96-7544-01A-11R-2045-07
lung-landscapes@6
cohortSQ10.765
6SRR4195688
colon-landscapes@1
0.762
7MNG1179
mng-umap@100
0.757
8MBCProject_0946_T1_RNA
breast-umap@18
C0.749
9TCGA-UY-A78L-01A-12R-A33J-07
bladder-landscape@3
0.739
10TCGA-39-5034-01A-01R-1443-07
lung-landscapes@6
cohortA30.730

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.490Remibrutinib— uncovered
ANDROGEN_RESPONSE0.410Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
UV_RESPONSE_DN0.220Inavolisib— uncovered
MITOTIC_SPINDLE0.190Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.170Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.140Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered
APOPTOSIS0.110Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.110Inavolisib— uncovered
ADIPOGENESIS0.080Inavolisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered