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

MNG970

fc068c0d-2692-503e-906c-63d00f0c7766

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+0.364
  • PEROXISOME+0.297
  • G2M_CHECKPOINT+0.283
  • BILE_ACID_METABOLISM+0.245
  • PROTEIN_SECRETION+0.197
  • ANDROGEN_RESPONSE+0.174
  • MITOTIC_SPINDLE+0.162
  • UV_RESPONSE_DN+0.140
  • P53_PATHWAY+0.129
  • GLYCOLYSIS+0.127

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.421
  • NOTCH_SIGNALING-0.399
  • MYC_TARGETS_V2-0.338
  • OXIDATIVE_PHOSPHORYLATION-0.327
  • TNFA_SIGNALING_VIA_NFKB-0.293
  • PANCREAS_BETA_CELLS-0.235
  • UV_RESPONSE_UP-0.202
  • COAGULATION-0.190
  • ALLOGRAFT_REJECTION-0.179
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.165

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
1MNG1076
mng-umap@100
0.736
2bf5f606f-17ae-46bb-b687-7863ab3d97b1
colon-landscapes@1
0.721
3TCGA-AR-A24N-01A-11R-A169-07
breast-umap@18
B0.625
4MNG1184
mng-umap@100
0.622
5R397
bladder-landscape@3
0.603
6ERR2278878
head-neck@1
0.597
7MNG611
mng-umap@100
0.579
8MNG649
mng-umap@100
0.578
9MNG821
mng-umap@100
0.564
10TCGA-OR-A5KO-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.560

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.364Inavolisib— uncovered
PEROXISOME0.297Idelalisib— uncovered
G2M_CHECKPOINT0.283Inavolisib— uncovered
BILE_ACID_METABOLISM0.245Inavolisib— uncovered
PROTEIN_SECRETION0.197Remibrutinib— uncovered
ANDROGEN_RESPONSE0.174Inavolisib— uncovered
MITOTIC_SPINDLE0.162Inavolisib— uncovered
UV_RESPONSE_DN0.140Inavolisib— uncovered
P53_PATHWAY0.129Idelalisib— uncovered
GLYCOLYSIS0.127Inavolisib— uncovered
MTORC1_SIGNALING0.126Inavolisib— uncovered
APICAL_SURFACE0.122Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.099Inavolisib— uncovered
SPERMATOGENESIS0.084Inavolisib— uncovered
DNA_REPAIR0.079Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.077Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.071Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.069Idelalisib— uncovered
HEME_METABOLISM0.062Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.031Inavolisib— uncovered