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

MNG80

fd6e0c3c-421e-5608-9860-afa4fcb1ea73

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+0.512
  • PANCREAS_BETA_CELLS+0.448
  • E2F_TARGETS+0.368
  • SPERMATOGENESIS+0.329
  • MYC_TARGETS_V1+0.230
  • DNA_REPAIR+0.190
  • OXIDATIVE_PHOSPHORYLATION+0.152
  • G2M_CHECKPOINT+0.132
  • MTORC1_SIGNALING+0.117
  • INTERFERON_ALPHA_RESPONSE+0.109

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.433
  • PROTEIN_SECRETION-0.420
  • ANDROGEN_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • MITOTIC_SPINDLE-0.380
  • APOPTOSIS-0.323
  • HEME_METABOLISM-0.316
  • HYPOXIA-0.300
  • UV_RESPONSE_DN-0.293
  • ESTROGEN_RESPONSE_EARLY-0.280

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
1TCGA-OR-A5JJ-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.810
2TCGA-BA-6871-01A-11R-1873-07
head-neck@1
0.806
3TCGA-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.805
4SRR1516061
bladder-landscape@3
0.782
5MBCProject_3717_T3_RNA
breast-umap@18
B0.780
6SRR25617852
breast-umap@18
B0.779
7R175
bladder-landscape@3
0.775
8TCGA-AO-A1KR-01A-12R-A144-07
breast-umap@18
E0.769
9SRR25617851
breast-umap@18
B0.767
10412859bb-8b2a-44bf-b3b2-6acd30986067
melanoma-umap@29
0.766

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.512Idelalisib— uncovered
PANCREAS_BETA_CELLS0.448Cobimetinib— uncovered
E2F_TARGETS0.368Inavolisib— uncovered
SPERMATOGENESIS0.329Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.152Remibrutinib— uncovered
G2M_CHECKPOINT0.132Inavolisib— uncovered
MTORC1_SIGNALING0.117Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.109Inavolisib— uncovered
KRAS_SIGNALING_DN0.076Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.057Idelalisib— uncovered
ANGIOGENESIS0.049Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.039Inavolisib— uncovered