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

MNG833

e886147f-a083-50ac-9bfb-a59923f309b6

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

  • INTERFERON_ALPHA_RESPONSE+0.679
  • INTERFERON_GAMMA_RESPONSE+0.484
  • PROTEIN_SECRETION+0.338
  • DNA_REPAIR+0.272
  • OXIDATIVE_PHOSPHORYLATION+0.269
  • MYC_TARGETS_V1+0.241
  • UNFOLDED_PROTEIN_RESPONSE+0.182
  • ALLOGRAFT_REJECTION+0.179
  • PI3K_AKT_MTOR_SIGNALING+0.179
  • E2F_TARGETS+0.092

Top 10 suppressed

  • ANGIOGENESIS-0.486
  • HYPOXIA-0.414
  • TNFA_SIGNALING_VIA_NFKB-0.374
  • ESTROGEN_RESPONSE_LATE-0.311
  • MYOGENESIS-0.307
  • WNT_BETA_CATENIN_SIGNALING-0.277
  • ESTROGEN_RESPONSE_EARLY-0.276
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.275
  • P53_PATHWAY-0.264
  • COAGULATION-0.236

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R137
bladder-landscape@3
0.797
288302
medullo-epn-umap@date-based
EPNSupratentorial EPN0.796
3MNG85
mng-umap@100
0.793
4SRR9879266
lung-landscapes@6
cohortMD20.789
56b375859-116e-4a5e-b5b4-994a56cc9a75
melanoma-umap@29
0.777
6MNG547
mng-umap@100
0.775
7SRR25617870
breast-umap@18
C0.775
8223494f1-6c0b-446e-998d-53b3b4d0da1a
melanoma-umap@29
0.773
9004589d9-7eb6-46cb-b822-20cd1939aa7e
melanoma-umap@29
0.771
10SRR12202424
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 19 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.679Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.484Idelalisib— uncovered
PROTEIN_SECRETION0.338Remibrutinib— uncovered
DNA_REPAIR0.272Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.269Remibrutinib— uncovered
MYC_TARGETS_V10.241Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.182Idelalisib— uncovered
ALLOGRAFT_REJECTION0.179Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.179Inavolisib— uncovered
E2F_TARGETS0.092Inavolisib— uncovered
PEROXISOME0.076Idelalisib— uncovered
NOTCH_SIGNALING0.074Inavolisib— uncovered
MITOTIC_SPINDLE0.073Inavolisib— uncovered
HEME_METABOLISM0.063Temsirolimus— uncovered
ADIPOGENESIS0.062Inavolisib— uncovered
FATTY_ACID_METABOLISM0.060Inavolisib— uncovered
G2M_CHECKPOINT0.059Inavolisib— uncovered
COMPLEMENT0.033Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered