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

MNG1085

0c22e57a-fa06-533c-917a-c7fc71375917

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

  • INTERFERON_ALPHA_RESPONSE+0.481
  • INTERFERON_GAMMA_RESPONSE+0.445
  • PROTEIN_SECRETION+0.433
  • TNFA_SIGNALING_VIA_NFKB+0.410
  • CHOLESTEROL_HOMEOSTASIS+0.387
  • INFLAMMATORY_RESPONSE+0.378
  • UV_RESPONSE_DN+0.368
  • ANDROGEN_RESPONSE+0.363
  • TGF_BETA_SIGNALING+0.362
  • MYC_TARGETS_V1+0.325

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.213
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.163
  • SPERMATOGENESIS-0.141
  • MYC_TARGETS_V2-0.125
  • HEDGEHOG_SIGNALING-0.067
  • MYOGENESIS-0.064
  • ANGIOGENESIS-0.044
  • OXIDATIVE_PHOSPHORYLATION-0.033
  • BILE_ACID_METABOLISM-0.015

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
1BS_NR9FRY5T
brain-umap@2
Schwannoma0.867
2MNG1215
mng-umap@100
0.863
3SRR934871
brain-umap@2
0.854
4BS_JK0VPG1T
brain-umap@2
Schwannoma0.846
5SRR6013563
lung-landscapes@6
cohortMD20.844
6E5FB107A-9555-419F-84BF-2A59873104B9
brain-umap@2
0.843
7BS_J4GQPZS0
brain-umap@2
Schwannoma0.840
8SRR934811
brain-umap@2
0.837
9SRR934833
brain-umap@2
0.832
10SRR12696731
melanoma-umap@29
0.830

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.481Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.445Idelalisib— uncovered
PROTEIN_SECRETION0.433Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.410Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.387Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.378Idelalisib— uncovered
UV_RESPONSE_DN0.368Inavolisib— uncovered
ANDROGEN_RESPONSE0.363Inavolisib— uncovered
TGF_BETA_SIGNALING0.362Inavolisib— uncovered
MYC_TARGETS_V10.325Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.311Inavolisib— uncovered
ALLOGRAFT_REJECTION0.283Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.279Idelalisib— uncovered
IL2_STAT5_SIGNALING0.232Idelalisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
MTORC1_SIGNALING0.218Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.211Inavolisib— uncovered
ADIPOGENESIS0.191Inavolisib— uncovered
FATTY_ACID_METABOLISM0.189Inavolisib— uncovered
COMPLEMENT0.187Inavolisib— uncovered