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

MNG91

69b790be-3b31-58f7-a812-00844c82eb55

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+0.418
  • G2M_CHECKPOINT+0.378
  • GLYCOLYSIS+0.291
  • MYC_TARGETS_V2+0.284
  • TNFA_SIGNALING_VIA_NFKB+0.224
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.222
  • ESTROGEN_RESPONSE_LATE+0.220
  • MTORC1_SIGNALING+0.216
  • SPERMATOGENESIS+0.179
  • INTERFERON_GAMMA_RESPONSE+0.174

Top 10 suppressed

  • PROTEIN_SECRETION-0.434
  • TGF_BETA_SIGNALING-0.347
  • UNFOLDED_PROTEIN_RESPONSE-0.269
  • UV_RESPONSE_DN-0.261
  • HEME_METABOLISM-0.245
  • NOTCH_SIGNALING-0.209
  • MYC_TARGETS_V1-0.193
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • ANDROGEN_RESPONSE-0.176
  • DNA_REPAIR-0.146

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
1MNG161
mng-umap@100
0.743
2X55c46455.46e3.40c2.ba37.333e25431e91
lung-landscapes@6
cohortA40.694
3MNG158
mng-umap@100
0.689
4SRR26320078
bladder-landscape@3
0.640
5MNG1266
mng-umap@100
0.639
6MNG774
mng-umap@100
0.629
7MNG192
mng-umap@100
0.627
8f02aa649-f382-4f91-9a51-ce73199f8fbc
melanoma-umap@29
0.616
9TCGA-NC-A5HM-01A-12R-A26W-07
lung-landscapes@6
cohortSQ10.615
10SRR12202407
bladder-landscape@3
0.613

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.418Inavolisib— uncovered
G2M_CHECKPOINT0.378Inavolisib— uncovered
GLYCOLYSIS0.291Inavolisib— uncovered
MYC_TARGETS_V20.284Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.224Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.222Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.220Idelalisib— uncovered
MTORC1_SIGNALING0.216Inavolisib— uncovered
SPERMATOGENESIS0.179Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.174Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
ANGIOGENESIS0.134Remibrutinib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.118Inavolisib— uncovered
BILE_ACID_METABOLISM0.114Inavolisib— uncovered
P53_PATHWAY0.103Idelalisib— uncovered
HYPOXIA0.096Idelalisib— uncovered
APOPTOSIS0.095Idelalisib— uncovered
APICAL_JUNCTION0.086Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.082Inavolisib— uncovered