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

MBCProject_1334_T1_RNA

· C

6253db91-f544-5ad3-abdc-c39749521fa4

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

  • MYC_TARGETS_V2+0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.220
  • HEDGEHOG_SIGNALING+0.170
  • MITOTIC_SPINDLE+0.160
  • ALLOGRAFT_REJECTION+0.110
  • E2F_TARGETS+0.110
  • G2M_CHECKPOINT+0.110
  • ANGIOGENESIS+0.090
  • MYC_TARGETS_V1+0.090

Top 10 suppressed

  • ADIPOGENESIS-0.450
  • FATTY_ACID_METABOLISM-0.420
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.360
  • HEME_METABOLISM-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • PROTEIN_SECRETION-0.310
  • PEROXISOME-0.300
  • XENOBIOTIC_METABOLISM-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290

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
1MNG1001
mng-umap@100
0.802
273f8f4d0-1a2a-44ae-9e99-be730660d7c7
colon-landscapes@1
0.802
3TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.795
4SRR8518135
breast-umap@18
D0.793
5SRR4296090
lung-landscapes@6
cohortMD10.785
67107da6d-83c9-47af-bbf5-c677e50dcfad
colon-landscapes@1
0.772
7BS_VPBMDMQX
brain-umap@2
medulloblastoma0.770
8a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.770
9MNG459
mng-umap@100
0.768
10TCGA-CR-7398-01A-11R-2016-07
head-neck@1
0.767

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.320Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
MITOTIC_SPINDLE0.160Inavolisib— uncovered
ALLOGRAFT_REJECTION0.110Idelalisib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered
G2M_CHECKPOINT0.110Inavolisib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
MYC_TARGETS_V10.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
APICAL_JUNCTION0.030Inavolisib— uncovered
PANCREAS_BETA_CELLS0.030Cobimetinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered