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

MNG465

4765dd8e-b8a7-5c45-bd45-a1fc33278a0e

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

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+0.588
  • G2M_CHECKPOINT+0.577
  • MYC_TARGETS_V2+0.513
  • MYC_TARGETS_V1+0.474
  • MITOTIC_SPINDLE+0.225
  • HEDGEHOG_SIGNALING+0.197
  • SPERMATOGENESIS+0.152
  • MTORC1_SIGNALING+0.097
  • UNFOLDED_PROTEIN_RESPONSE+0.069
  • KRAS_SIGNALING_DN+0.062

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.509
  • ADIPOGENESIS-0.476
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.415
  • FATTY_ACID_METABOLISM-0.405
  • INTERFERON_GAMMA_RESPONSE-0.394
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.380
  • UV_RESPONSE_DN-0.374
  • ANGIOGENESIS-0.366
  • PROTEIN_SECRETION-0.345
  • OXIDATIVE_PHOSPHORYLATION-0.335

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_W644VEVE
brain-umap@2
medulloblastoma0.917
2SRR8613730
breast-umap@18
D0.911
3SRR934968
brain-umap@2
0.901
4BS_QT3NZ2YZ
brain-umap@2
Embryonal tumors0.901
5BS_AM70R8RG
brain-umap@2
medulloblastoma0.897
6BS_45J79YTF
brain-umap@2
high-grade glioma0.897
7BS_3V3KE3VT
brain-umap@2
medulloblastoma0.897
8TCGA-DK-AA6W-01A-12R-A39I-07
bladder-landscape@3
0.895
9BS_2Z1MKS84
brain-umap@2
medulloblastoma0.894
10TCGA-A1-A0SK-01A-12R-A084-07
breast-umap@18
E0.892

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.588Inavolisib— uncovered
G2M_CHECKPOINT0.577Inavolisib— uncovered
MYC_TARGETS_V20.513Idelalisib— uncovered
MYC_TARGETS_V10.474Inavolisib— uncovered
MITOTIC_SPINDLE0.225Inavolisib— uncovered
HEDGEHOG_SIGNALING0.197Inavolisib— uncovered
SPERMATOGENESIS0.152Inavolisib— uncovered
MTORC1_SIGNALING0.097Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.069Idelalisib— uncovered
KRAS_SIGNALING_DN0.062Remibrutinib— uncovered
DNA_REPAIR0.032Idelalisib— uncovered
GLYCOLYSIS0.004Inavolisib— uncovered