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

MNG1172

d7f294f5-1607-5b5b-9d72-b27dc3102da6

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

  • TNFA_SIGNALING_VIA_NFKB+0.607
  • INFLAMMATORY_RESPONSE+0.452
  • IL6_JAK_STAT3_SIGNALING+0.438
  • TGF_BETA_SIGNALING+0.438
  • PROTEIN_SECRETION+0.422
  • ANDROGEN_RESPONSE+0.402
  • APOPTOSIS+0.394
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.377
  • KRAS_SIGNALING_UP+0.376
  • HYPOXIA+0.373

Top 10 suppressed

  • MYC_TARGETS_V2-0.542
  • DNA_REPAIR-0.330
  • WNT_BETA_CATENIN_SIGNALING-0.328
  • OXIDATIVE_PHOSPHORYLATION-0.312
  • MYC_TARGETS_V1-0.300
  • E2F_TARGETS-0.197
  • UNFOLDED_PROTEIN_RESPONSE-0.057
  • ADIPOGENESIS-0.005
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.015
  • FATTY_ACID_METABOLISM+0.020

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_593HEWBF
brain-umap@2
Ganglioglioma0.905
2MNG19
mng-umap@100
0.891
3SRR10900576
melanoma-umap@29
0.887
4ERR2598110
medullo-epn-umap@date-based
fetalfetal0.883
5BS_52426AMF
brain-umap@2
low-grade glioma0.882
6BS_QRNSKFMS
brain-umap@2
pilocytic astrocytoma0.874
759627_S122
lung-landscapes@6
cohortA40.873
8MNG856
mng-umap@100
0.871
9TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.868
10SRR27320658
colon-landscapes@1
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.607Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.452Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.438Inavolisib— uncovered
TGF_BETA_SIGNALING0.438Inavolisib— uncovered
PROTEIN_SECRETION0.422Remibrutinib— uncovered
ANDROGEN_RESPONSE0.402Inavolisib— uncovered
APOPTOSIS0.394Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.377Inavolisib— uncovered
KRAS_SIGNALING_UP0.376Inavolisib— uncovered
HYPOXIA0.373Idelalisib— uncovered
ANGIOGENESIS0.370Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.357Idelalisib— uncovered
COMPLEMENT0.335Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.326Inavolisib— uncovered
ALLOGRAFT_REJECTION0.317Idelalisib— uncovered
COAGULATION0.312Binimetinib— uncovered
UV_RESPONSE_DN0.311Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.309Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.308Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.279Remibrutinib— uncovered