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

MNG982

0754ed9a-ae41-5f3e-b870-65867521659b

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

  • CHOLESTEROL_HOMEOSTASIS+0.416
  • TNFA_SIGNALING_VIA_NFKB+0.402
  • PROTEIN_SECRETION+0.347
  • HYPOXIA+0.326
  • ANDROGEN_RESPONSE+0.324
  • APOPTOSIS+0.296
  • P53_PATHWAY+0.286
  • HEME_METABOLISM+0.250
  • IL6_JAK_STAT3_SIGNALING+0.244
  • NOTCH_SIGNALING+0.240

Top 10 suppressed

  • E2F_TARGETS-0.463
  • G2M_CHECKPOINT-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.284
  • PANCREAS_BETA_CELLS-0.249
  • MYC_TARGETS_V2-0.206
  • SPERMATOGENESIS-0.204
  • INTERFERON_ALPHA_RESPONSE-0.137
  • ALLOGRAFT_REJECTION-0.084
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.061
  • KRAS_SIGNALING_DN-0.046

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG902
mng-umap@100
0.816
2MDT-AP-1369
medullo-epn-umap@date-based
MedMedulloblastoma0.785
3TCGA-CV-7411-01A-11R-2081-07
head-neck@1
0.778
4MNG967
mng-umap@100
0.768
5MNG364
mng-umap@100
0.759
6TCGA-BA-5557-01A-01R-1514-07
head-neck@1
0.759
7MNG1059
mng-umap@100
0.743
8SRR660895
brain-umap@2
GTEX0.728
9MNG828
mng-umap@100
0.728
10SRR1388007
brain-umap@2
GTEX0.725

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.416Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.402Inavolisib— uncovered
PROTEIN_SECRETION0.347Remibrutinib— uncovered
HYPOXIA0.326Idelalisib— uncovered
ANDROGEN_RESPONSE0.324Inavolisib— uncovered
APOPTOSIS0.296Idelalisib— uncovered
P53_PATHWAY0.286Idelalisib— uncovered
HEME_METABOLISM0.250Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.244Inavolisib— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.228Inavolisib— uncovered
IL2_STAT5_SIGNALING0.204Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.201Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.191Inavolisib— uncovered
APICAL_SURFACE0.183Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
COMPLEMENT0.173Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.165Idelalisib— uncovered
UV_RESPONSE_UP0.156Idelalisib— uncovered
COAGULATION0.150Binimetinib— uncovered