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

MBCproject_0107_T1_RNA

· B

b7009ebb-9376-543a-8aa0-a31ec23aca3c

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+0.340
  • TGF_BETA_SIGNALING+0.320
  • E2F_TARGETS+0.310
  • MYC_TARGETS_V1+0.300
  • TNFA_SIGNALING_VIA_NFKB+0.260
  • MYC_TARGETS_V2+0.250
  • UNFOLDED_PROTEIN_RESPONSE+0.190
  • UV_RESPONSE_DN+0.180
  • G2M_CHECKPOINT+0.170
  • DNA_REPAIR+0.150

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.430
  • ALLOGRAFT_REJECTION-0.280
  • HYPOXIA-0.250
  • WNT_BETA_CATENIN_SIGNALING-0.240
  • KRAS_SIGNALING_DN-0.230
  • COAGULATION-0.220
  • MYOGENESIS-0.220
  • P53_PATHWAY-0.200
  • APICAL_JUNCTION-0.190
  • COMPLEMENT-0.180

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-A2-A25E-01A-11R-A169-07
breast-umap@18
B0.728
235f68daa-0cea-40de-99b8-446d9e9784c8
melanoma-umap@29
0.691
3MDT-AP-2497
medullo-epn-umap@date-based
MedMedulloblastoma0.691
49F4AEC07-5C91-4009-BA26-E4947CAA3391
brain-umap@2
0.689
5MNG1219
mng-umap@100
0.689
6TCGA-75-6207-01A-11R-1755-07
lung-landscapes@6
cohortA10.680
7DRR168568
bladder-landscape@3
0.679
8MDT-AP-3297
medullo-epn-umap@date-based
MedMedulloblastoma0.679
9R143
bladder-landscape@3
0.678
10SRR12202459
bladder-landscape@3
0.676

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.340Remibrutinib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
E2F_TARGETS0.310Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.260Inavolisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
G2M_CHECKPOINT0.170Inavolisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.080Inavolisib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
PEROXISOME0.080Idelalisib— uncovered
ADIPOGENESIS0.060Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.060Inavolisib— uncovered