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

MNG925

c8a45ed2-b342-5587-90b0-69338dcb8c7f

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+0.549
  • G2M_CHECKPOINT+0.515
  • MYC_TARGETS_V1+0.509
  • DNA_REPAIR+0.504
  • UNFOLDED_PROTEIN_RESPONSE+0.395
  • PEROXISOME+0.384
  • MYC_TARGETS_V2+0.367
  • MITOTIC_SPINDLE+0.337
  • PROTEIN_SECRETION+0.311
  • OXIDATIVE_PHOSPHORYLATION+0.309

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.349
  • ALLOGRAFT_REJECTION-0.311
  • TNFA_SIGNALING_VIA_NFKB-0.273
  • IL6_JAK_STAT3_SIGNALING-0.263
  • INFLAMMATORY_RESPONSE-0.240
  • COMPLEMENT-0.206
  • KRAS_SIGNALING_UP-0.176
  • ESTROGEN_RESPONSE_EARLY-0.160
  • ANGIOGENESIS-0.136
  • SPERMATOGENESIS-0.111

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
1MDT-AP-2110
medullo-epn-umap@date-based
MedMedulloblastoma0.887
2E0DE33EA-C3DF-478E-9C4D-86E3C7B3A1D9
brain-umap@2
0.877
3MNG134
mng-umap@100
0.863
4SRR934941
brain-umap@2
0.862
5EE4F9349-F750-4471-BFE7-7230784569E1
brain-umap@2
0.859
615824B66-5519-459A-B0C2-6EABAEEC2D8A
brain-umap@2
0.851
7ERR2598070
medullo-epn-umap@date-based
fetalfetal0.839
8SRR13311170
bladder-landscape@3
0.838
9TCGA-HQ-A5ND-01A-11R-A26T-07
bladder-landscape@3
0.836
10TCGA-66-2792-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.549Inavolisib— uncovered
G2M_CHECKPOINT0.515Inavolisib— uncovered
MYC_TARGETS_V10.509Inavolisib— uncovered
DNA_REPAIR0.504Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.395Idelalisib— uncovered
PEROXISOME0.384Idelalisib— uncovered
MYC_TARGETS_V20.367Idelalisib— uncovered
MITOTIC_SPINDLE0.337Inavolisib— uncovered
PROTEIN_SECRETION0.311Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.309Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.291Inavolisib— uncovered
ADIPOGENESIS0.281Inavolisib— uncovered
MTORC1_SIGNALING0.262Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.213Inavolisib— uncovered
GLYCOLYSIS0.189Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.161Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.149Inavolisib— uncovered
HEME_METABOLISM0.144Temsirolimus— uncovered