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

MNG422

f2e0250d-0854-5365-89d1-b2c1d6ec4c2b

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+0.441
  • KRAS_SIGNALING_DN+0.305
  • INTERFERON_GAMMA_RESPONSE+0.289
  • HEDGEHOG_SIGNALING+0.261
  • PANCREAS_BETA_CELLS+0.248
  • ALLOGRAFT_REJECTION+0.235
  • SPERMATOGENESIS+0.199
  • INFLAMMATORY_RESPONSE+0.187
  • APICAL_SURFACE+0.183
  • KRAS_SIGNALING_UP+0.175

Top 10 suppressed

  • MYC_TARGETS_V1-0.574
  • CHOLESTEROL_HOMEOSTASIS-0.463
  • DNA_REPAIR-0.462
  • OXIDATIVE_PHOSPHORYLATION-0.455
  • G2M_CHECKPOINT-0.431
  • E2F_TARGETS-0.409
  • PROTEIN_SECRETION-0.396
  • MYC_TARGETS_V2-0.394
  • UNFOLDED_PROTEIN_RESPONSE-0.393
  • ANDROGEN_RESPONSE-0.378

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.

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

#SampleCancer typeSubtypecos similarity
1ee0e68bf-7fa0-4edc-a9df-30a63c2db34a
melanoma-umap@29
0.902
2SRR1473590
brain-umap@2
GTEX0.885
3MNG1098
mng-umap@100
0.877
4SRR1313642
brain-umap@2
GTEX0.871
5SRR1413454
brain-umap@2
GTEX0.871
6SRR1341057
brain-umap@2
GTEX0.867
7TCGA-CF-A47V-01A-11R-A23W-07
bladder-landscape@3
0.867
8MNG690
mng-umap@100
0.867
9SRR1337431
brain-umap@2
GTEX0.866
10SRR1320916
brain-umap@2
GTEX0.864

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.441Inavolisib— uncovered
KRAS_SIGNALING_DN0.305Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.289Idelalisib— uncovered
HEDGEHOG_SIGNALING0.261Inavolisib— uncovered
PANCREAS_BETA_CELLS0.248Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.235Idelalisib— uncovered
SPERMATOGENESIS0.199Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.187Idelalisib— uncovered
APICAL_SURFACE0.183Temsirolimus— uncovered
KRAS_SIGNALING_UP0.175Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.171Inavolisib— uncovered
ANGIOGENESIS0.089Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.064Inavolisib— uncovered
IL2_STAT5_SIGNALING0.015Idelalisib— uncovered