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

MNG797

8c8c996a-8e71-5a2d-a7ba-c8b463f05387

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

  • G2M_CHECKPOINT+0.502
  • E2F_TARGETS+0.423
  • MYC_TARGETS_V2+0.408
  • MITOTIC_SPINDLE+0.393
  • UNFOLDED_PROTEIN_RESPONSE+0.317
  • MYC_TARGETS_V1+0.305
  • OXIDATIVE_PHOSPHORYLATION+0.245
  • PROTEIN_SECRETION+0.186
  • MTORC1_SIGNALING+0.178
  • GLYCOLYSIS+0.163

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • INTERFERON_GAMMA_RESPONSE-0.485
  • APICAL_SURFACE-0.423
  • IL6_JAK_STAT3_SIGNALING-0.418
  • TNFA_SIGNALING_VIA_NFKB-0.412
  • INTERFERON_ALPHA_RESPONSE-0.402
  • COAGULATION-0.395
  • INFLAMMATORY_RESPONSE-0.374
  • KRAS_SIGNALING_UP-0.345
  • P53_PATHWAY-0.288

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
1MNG1195
mng-umap@100
0.916
2MNG1194
mng-umap@100
0.914
3b09c5d28-8a02-4343-b678-07cbf351ed44
melanoma-umap@29
0.902
4SRR13780247
lung-landscapes@6
cohortMD10.901
5TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.896
6SRR5088887
melanoma-umap@29
0.895
7SRR10899994
melanoma-umap@29
0.895
8TCGA-86-8054-01A-11R-2241-07
lung-landscapes@6
cohortA30.894
9SRR8613725
breast-umap@18
E0.891
10BS_M84H3KXA
brain-umap@2
medulloblastoma0.890

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.502Inavolisib— uncovered
E2F_TARGETS0.423Inavolisib— uncovered
MYC_TARGETS_V20.408Idelalisib— uncovered
MITOTIC_SPINDLE0.393Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.317Idelalisib— uncovered
MYC_TARGETS_V10.305Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.245Remibrutinib— uncovered
PROTEIN_SECRETION0.186Remibrutinib— uncovered
MTORC1_SIGNALING0.178Inavolisib— uncovered
GLYCOLYSIS0.163Inavolisib— uncovered
UV_RESPONSE_DN0.134Inavolisib— uncovered
DNA_REPAIR0.133Idelalisib— uncovered
SPERMATOGENESIS0.133Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
ADIPOGENESIS0.064Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.049Inavolisib— uncovered
HEDGEHOG_SIGNALING0.012Inavolisib— uncovered