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

MNG979

da5169d1-e896-581a-ab67-93191517db68

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+0.567
  • G2M_CHECKPOINT+0.521
  • UNFOLDED_PROTEIN_RESPONSE+0.453
  • MYC_TARGETS_V1+0.442
  • MITOTIC_SPINDLE+0.418
  • MTORC1_SIGNALING+0.367
  • MYC_TARGETS_V2+0.338
  • DNA_REPAIR+0.323
  • INTERFERON_ALPHA_RESPONSE+0.273
  • PROTEIN_SECRETION+0.241

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.316
  • IL2_STAT5_SIGNALING-0.275
  • COAGULATION-0.260
  • APICAL_SURFACE-0.223
  • BILE_ACID_METABOLISM-0.223
  • TNFA_SIGNALING_VIA_NFKB-0.218
  • KRAS_SIGNALING_UP-0.211
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.207
  • INFLAMMATORY_RESPONSE-0.190
  • HEME_METABOLISM-0.186

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
1MNG387
mng-umap@100
0.847
2TCGA-77-7138-01A-41R-2045-07
lung-landscapes@6
cohortSQ10.842
3TCGA-91-6836-01A-21R-1858-07
lung-landscapes@6
cohortA10.842
4BS_P7EY9DXG
brain-umap@2
ATRT0.833
5SRR12475103
colon-landscapes@1
0.830
6SRR15030853
colon-landscapes@1
0.830
71c7309b2-91f0-4305-aad7-f86c0d143559
melanoma-umap@29
0.830
8TCGA-CR-6493-01A-11R-1873-07
head-neck@1
0.828
9TCGA-E2-A109-01A-11R-A10J-07
breast-umap@18
B0.824
10E0DE33EA-C3DF-478E-9C4D-86E3C7B3A1D9
brain-umap@2
0.813

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
E2F_TARGETS0.567Inavolisib— uncovered
G2M_CHECKPOINT0.521Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.453Idelalisib— uncovered
MYC_TARGETS_V10.442Inavolisib— uncovered
MITOTIC_SPINDLE0.418Inavolisib— uncovered
MTORC1_SIGNALING0.367Inavolisib— uncovered
MYC_TARGETS_V20.338Idelalisib— uncovered
DNA_REPAIR0.323Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.273Inavolisib— uncovered
PROTEIN_SECRETION0.241Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered
GLYCOLYSIS0.176Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.166Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.104Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.095Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.091Inavolisib— uncovered
P53_PATHWAY0.056Idelalisib— uncovered
SPERMATOGENESIS0.050Inavolisib— uncovered
APICAL_JUNCTION0.023Inavolisib— uncovered
FATTY_ACID_METABOLISM0.009Inavolisib— uncovered