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

MNG861

517638ed-c898-5d14-8775-cfa7094083bb

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

  • MYC_TARGETS_V2+0.383
  • TGF_BETA_SIGNALING+0.283
  • DNA_REPAIR+0.234
  • E2F_TARGETS+0.229
  • MITOTIC_SPINDLE+0.219
  • G2M_CHECKPOINT+0.199
  • INTERFERON_ALPHA_RESPONSE+0.150
  • MYC_TARGETS_V1+0.130
  • UV_RESPONSE_DN+0.128
  • PI3K_AKT_MTOR_SIGNALING+0.115

Top 10 suppressed

  • ANGIOGENESIS-0.483
  • APICAL_SURFACE-0.411
  • INFLAMMATORY_RESPONSE-0.401
  • ALLOGRAFT_REJECTION-0.391
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.388
  • PANCREAS_BETA_CELLS-0.358
  • HEDGEHOG_SIGNALING-0.332
  • KRAS_SIGNALING_UP-0.331
  • KRAS_SIGNALING_DN-0.327
  • ESTROGEN_RESPONSE_LATE-0.326

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
1MNG903
mng-umap@100
0.855
2R337
bladder-landscape@3
0.832
3R4
bladder-landscape@3
0.828
4R90
bladder-landscape@3
0.824
5SRR5088921
melanoma-umap@29
0.823
6TCGA-GC-A3BM-01A-11R-A22U-07
bladder-landscape@3
0.820
7SRR8613766
breast-umap@18
D0.815
809c2c2d4-0d2f-488e-b42e-9c4756a27940
melanoma-umap@29
0.813
9SRR5088920
melanoma-umap@29
0.812
10R27
bladder-landscape@3
0.809

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.383Idelalisib— uncovered
TGF_BETA_SIGNALING0.283Inavolisib— uncovered
DNA_REPAIR0.234Idelalisib— uncovered
E2F_TARGETS0.229Inavolisib— uncovered
MITOTIC_SPINDLE0.219Inavolisib— uncovered
G2M_CHECKPOINT0.199Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.150Inavolisib— uncovered
MYC_TARGETS_V10.130Inavolisib— uncovered
UV_RESPONSE_DN0.128Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.115Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.075Idelalisib— uncovered
HEME_METABOLISM0.064Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.027Inavolisib— uncovered