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

MNG891

404e776b-44fa-58e5-9072-30aaacf4f0e3

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

  • ANGIOGENESIS+0.309
  • PANCREAS_BETA_CELLS+0.295
  • SPERMATOGENESIS+0.268
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.224
  • HEDGEHOG_SIGNALING+0.208
  • APICAL_SURFACE+0.193
  • MITOTIC_SPINDLE+0.170
  • E2F_TARGETS+0.096
  • MYOGENESIS+0.091
  • XENOBIOTIC_METABOLISM+0.071

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.443
  • INTERFERON_GAMMA_RESPONSE-0.379
  • TNFA_SIGNALING_VIA_NFKB-0.331
  • MYC_TARGETS_V1-0.291
  • MYC_TARGETS_V2-0.291
  • TGF_BETA_SIGNALING-0.280
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.259
  • ALLOGRAFT_REJECTION-0.248
  • ANDROGEN_RESPONSE-0.234
  • DNA_REPAIR-0.229

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG854
mng-umap@100
0.856
2MNG35
mng-umap@100
0.791
3MNG686
mng-umap@100
0.776
4SRR12202490
bladder-landscape@3
0.765
5ERR4976610
breast-umap@18
E0.752
6SRR1797259
lung-landscapes@6
cohortSC0.748
7TCGA-ZF-A9RC-01A-11R-A38B-07
bladder-landscape@3
0.744
8TCGA-FD-A5BV-01A-11R-A26T-07
bladder-landscape@3
0.739
9SRR1516070
bladder-landscape@3
0.736
10SRR12696783
melanoma-umap@29
0.733

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
ANGIOGENESIS0.309Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.295Cobimetinib— uncovered
SPERMATOGENESIS0.268Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.224Inavolisib— uncovered
HEDGEHOG_SIGNALING0.208Inavolisib— uncovered
APICAL_SURFACE0.193Temsirolimus— uncovered
MITOTIC_SPINDLE0.170Inavolisib— uncovered
E2F_TARGETS0.096Inavolisib— uncovered
MYOGENESIS0.091Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.071Inavolisib— uncovered
G2M_CHECKPOINT0.066Inavolisib— uncovered
APICAL_JUNCTION0.065Inavolisib— uncovered
COAGULATION0.064Binimetinib— uncovered
GLYCOLYSIS0.035Inavolisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
UV_RESPONSE_UP0.025Idelalisib— uncovered
NOTCH_SIGNALING0.014Inavolisib— uncovered
ADIPOGENESIS0.009Inavolisib— uncovered