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

MBCProject_0471_T1A_RNA

· C

6bca7417-7a2f-5560-b514-ee882a6c1978

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
C
subtype
C

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.600
  • ANGIOGENESIS+0.530
  • MYC_TARGETS_V2+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.360
  • MYC_TARGETS_V1+0.340
  • NOTCH_SIGNALING+0.300
  • ALLOGRAFT_REJECTION+0.290
  • UV_RESPONSE_DN+0.290
  • KRAS_SIGNALING_UP+0.280
  • INFLAMMATORY_RESPONSE+0.250

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.320
  • PEROXISOME-0.310
  • P53_PATHWAY-0.280
  • DNA_REPAIR-0.250
  • HEME_METABOLISM-0.240
  • ESTROGEN_RESPONSE_EARLY-0.210
  • TNFA_SIGNALING_VIA_NFKB-0.210
  • FATTY_ACID_METABOLISM-0.200
  • XENOBIOTIC_METABOLISM-0.180
  • ESTROGEN_RESPONSE_LATE-0.170

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-CN-5366-01A-01R-1436-07
head-neck@1
0.748
2TCGA-DK-A3IN-01A-11R-A20F-07
bladder-landscape@3
0.732
3TCGA-34-5928-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.729
4TCGA-FD-A3B7-01A-31R-A20F-07
bladder-landscape@3
0.722
5SRR23036891
head-neck@1
0.717
6b3f7d666-c19c-4dd3-94b7-b85877c8ea28
colon-landscapes@1
0.711
7SRR975566
colon-landscapes@1
0.711
8TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.706
9MDT-AP-3073
medullo-epn-umap@date-based
MedMedulloblastoma0.706
10TCGA-GC-A3YS-01A-11R-A23N-07
bladder-landscape@3
0.700

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
ANGIOGENESIS0.530Remibrutinib— uncovered
MYC_TARGETS_V20.360Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.360Inavolisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
NOTCH_SIGNALING0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.290Idelalisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
TGF_BETA_SIGNALING0.250Inavolisib— uncovered
HEDGEHOG_SIGNALING0.240Inavolisib— uncovered
IL2_STAT5_SIGNALING0.230Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered