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

R155

eca87178-f7ca-549f-ad50-feb4e3e34843

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

  • OXIDATIVE_PHOSPHORYLATION+0.500
  • PROTEIN_SECRETION+0.500
  • MYC_TARGETS_V1+0.480
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.310
  • MTORC1_SIGNALING+0.290
  • ADIPOGENESIS+0.270
  • PI3K_AKT_MTOR_SIGNALING+0.270
  • ANDROGEN_RESPONSE+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.260
  • MYC_TARGETS_V2+0.250

Top 10 suppressed

  • APICAL_SURFACE-0.410
  • HEDGEHOG_SIGNALING-0.410
  • MYOGENESIS-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • KRAS_SIGNALING_DN-0.350
  • APICAL_JUNCTION-0.290
  • ESTROGEN_RESPONSE_EARLY-0.270
  • ESTROGEN_RESPONSE_LATE-0.260
  • WNT_BETA_CATENIN_SIGNALING-0.230
  • ALLOGRAFT_REJECTION-0.200

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.

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

#SampleCancer typeSubtypecos similarity
1BS_KVAJYZ6F
brain-umap@2
Glial-neuronal tumor NOS0.844
2BS_CZ3NA7KV
brain-umap@2
Supratentorial Ependymoma0.833
3BS_74G5K7JF
brain-umap@2
Supratentorial Ependymoma0.795
4BS_C6ZZ3FY5
brain-umap@2
Embryonal tumors0.789
5SJEPD031160_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.782
6BS_MT15SGJN
brain-umap@2
Supratentorial Ependymoma0.782
7BS_4NWHYH53
brain-umap@2
Supratentorial Ependymoma0.775
8BS_CHDGRYHJ
medullo-epn-umap@date-based
MedMedulloblastoma0.774
9MNG386
mng-umap@100
0.769
10R128
bladder-landscape@3
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 23 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
PROTEIN_SECRETION0.500Remibrutinib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.310Inavolisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.270Inavolisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
ANGIOGENESIS0.050Remibrutinib— uncovered