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

MNG1282

eb65196f-6704-5e01-8073-27a11adcedeb

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+0.424
  • ANGIOGENESIS+0.408
  • G2M_CHECKPOINT+0.406
  • PANCREAS_BETA_CELLS+0.328
  • HEDGEHOG_SIGNALING+0.318
  • OXIDATIVE_PHOSPHORYLATION+0.227
  • MYC_TARGETS_V1+0.170
  • MTORC1_SIGNALING+0.157
  • MYC_TARGETS_V2+0.152
  • GLYCOLYSIS+0.146

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.471
  • INTERFERON_GAMMA_RESPONSE-0.436
  • TGF_BETA_SIGNALING-0.332
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.326
  • PEROXISOME-0.303
  • HEME_METABOLISM-0.287
  • ALLOGRAFT_REJECTION-0.281
  • IL6_JAK_STAT3_SIGNALING-0.278
  • IL2_STAT5_SIGNALING-0.239
  • APOPTOSIS-0.233

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-3082
medullo-epn-umap@date-based
MedMedulloblastoma0.827
2TCGA-GV-A3JZ-01A-11R-A21D-07
bladder-landscape@3
0.809
3MNG737
mng-umap@100
0.802
4SRR10900595
melanoma-umap@29
0.792
5MNG798
mng-umap@100
0.785
6AUR-AG0M-TTM1-A-2-1-R-A743-41
breast-umap@18
A0.745
791648
medullo-epn-umap@date-based
EPNSupratentorial EPN0.744
8MNG142
mng-umap@100
0.743
9SRR5088864
melanoma-umap@29
0.742
10MNG592
mng-umap@100
0.734

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.424Inavolisib— uncovered
ANGIOGENESIS0.408Remibrutinib— uncovered
G2M_CHECKPOINT0.406Inavolisib— uncovered
PANCREAS_BETA_CELLS0.328Cobimetinib— uncovered
HEDGEHOG_SIGNALING0.318Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.227Remibrutinib— uncovered
MYC_TARGETS_V10.170Inavolisib— uncovered
MTORC1_SIGNALING0.157Inavolisib— uncovered
MYC_TARGETS_V20.152Idelalisib— uncovered
GLYCOLYSIS0.146Inavolisib— uncovered
SPERMATOGENESIS0.138Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
NOTCH_SIGNALING0.107Inavolisib— uncovered
PROTEIN_SECRETION0.102Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.037Idelalisib— uncovered
COAGULATION0.036Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.026Remibrutinib— uncovered
MITOTIC_SPINDLE0.010Inavolisib— uncovered