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

MNG792

b49b9645-fdaf-5061-8f00-08fc742fc6f9

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

  • HEDGEHOG_SIGNALING+0.389
  • WNT_BETA_CATENIN_SIGNALING+0.343
  • MYOGENESIS+0.304
  • PANCREAS_BETA_CELLS+0.292
  • KRAS_SIGNALING_DN+0.244
  • UV_RESPONSE_DN+0.239
  • APICAL_SURFACE+0.197
  • ANDROGEN_RESPONSE+0.173
  • NOTCH_SIGNALING+0.173
  • HEME_METABOLISM+0.139

Top 10 suppressed

  • MYC_TARGETS_V2-0.477
  • OXIDATIVE_PHOSPHORYLATION-0.423
  • E2F_TARGETS-0.417
  • G2M_CHECKPOINT-0.378
  • DNA_REPAIR-0.374
  • MYC_TARGETS_V1-0.321
  • UNFOLDED_PROTEIN_RESPONSE-0.292
  • MTORC1_SIGNALING-0.279
  • PI3K_AKT_MTOR_SIGNALING-0.247
  • INTERFERON_ALPHA_RESPONSE-0.246

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
1TCGA-CR-7389-01A-11R-2016-07
head-neck@1
0.857
2TCGA-56-8624-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.849
3f65f4ed5-9726-4eff-8638-63752686d2c9
colon-landscapes@1
0.841
4C3L-01890
lung-landscapes@6
cohortA20.840
5MNG942
mng-umap@100
0.838
6TCGA-HN-A2OB-01A-21R-A27Q-07
breast-umap@18
A0.835
7TCGA-AO-A12C-01A-11R-A10J-07
breast-umap@18
A0.827
8TCGA-56-8626-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.825
9TCGA-AO-A1KO-01A-31R-A13Q-07
breast-umap@18
A0.824
10TCGA-DK-A3IQ-01A-31R-A32Y-07
bladder-landscape@3
0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.389Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.343Inavolisib— uncovered
MYOGENESIS0.304Inavolisib— uncovered
PANCREAS_BETA_CELLS0.292Cobimetinib— uncovered
KRAS_SIGNALING_DN0.244Remibrutinib— uncovered
UV_RESPONSE_DN0.239Inavolisib— uncovered
APICAL_SURFACE0.197Temsirolimus— uncovered
ANDROGEN_RESPONSE0.173Inavolisib— uncovered
NOTCH_SIGNALING0.173Inavolisib— uncovered
HEME_METABOLISM0.139Temsirolimus— uncovered
COAGULATION0.128Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.127Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.119Idelalisib— uncovered
HYPOXIA0.077Idelalisib— uncovered
APICAL_JUNCTION0.062Inavolisib— uncovered
ANGIOGENESIS0.057Remibrutinib— uncovered
BILE_ACID_METABOLISM0.055Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.052Inavolisib— uncovered
KRAS_SIGNALING_UP0.021Inavolisib— uncovered
TGF_BETA_SIGNALING0.019Inavolisib— uncovered