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

MNG649

d0565ebc-e209-5bdd-96b1-a527251b83ce

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

  • BILE_ACID_METABOLISM+0.301
  • MITOTIC_SPINDLE+0.177
  • E2F_TARGETS+0.158
  • ESTROGEN_RESPONSE_EARLY+0.152
  • FATTY_ACID_METABOLISM+0.149
  • G2M_CHECKPOINT+0.140
  • PEROXISOME+0.127
  • PROTEIN_SECRETION+0.115
  • APICAL_SURFACE+0.110
  • PI3K_AKT_MTOR_SIGNALING+0.094

Top 10 suppressed

  • MYC_TARGETS_V2-0.422
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • MYC_TARGETS_V1-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.315
  • INFLAMMATORY_RESPONSE-0.302
  • INTERFERON_GAMMA_RESPONSE-0.294
  • APOPTOSIS-0.286
  • WNT_BETA_CATENIN_SIGNALING-0.283
  • UV_RESPONSE_DN-0.277
  • PANCREAS_BETA_CELLS-0.269

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
1TCGA-ZF-AA4X-01A-11R-A38B-07
bladder-landscape@3
0.807
2MDT-AP-2068
medullo-epn-umap@date-based
MedMedulloblastoma0.801
3MNG13
mng-umap@100
0.759
4DRR168586
bladder-landscape@3
0.753
5MNG400
mng-umap@100
0.752
6TCGA-LL-A442-01A-11R-A24H-07
breast-umap@18
B0.748
7MDT-AP-0840
medullo-epn-umap@date-based
MedMedulloblastoma0.744
8TCGA-CR-6480-01A-11R-1873-07
head-neck@1
0.740
9TCGA-HD-8314-01A-11R-2403-07
head-neck@1
0.728
10TCGA-GU-A42P-01A-11R-A23W-07
bladder-landscape@3
0.727

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.301Inavolisib— uncovered
MITOTIC_SPINDLE0.177Inavolisib— uncovered
E2F_TARGETS0.158Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.152Inavolisib— uncovered
FATTY_ACID_METABOLISM0.149Inavolisib— uncovered
G2M_CHECKPOINT0.140Inavolisib— uncovered
PEROXISOME0.127Idelalisib— uncovered
PROTEIN_SECRETION0.115Remibrutinib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.094Inavolisib— uncovered
ANDROGEN_RESPONSE0.083Inavolisib— uncovered
HEDGEHOG_SIGNALING0.074Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.070Idelalisib— uncovered
SPERMATOGENESIS0.062Inavolisib— uncovered
GLYCOLYSIS0.053Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.052Inavolisib— uncovered
HEME_METABOLISM0.049Temsirolimus— uncovered
DNA_REPAIR0.042Idelalisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
ADIPOGENESIS0.019Inavolisib— uncovered