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

MNG943

91218c15-a6bb-52bd-b13e-85f0711af9a0

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

  • ALLOGRAFT_REJECTION+0.672
  • INTERFERON_GAMMA_RESPONSE+0.633
  • IL6_JAK_STAT3_SIGNALING+0.622
  • INFLAMMATORY_RESPONSE+0.621
  • TNFA_SIGNALING_VIA_NFKB+0.585
  • INTERFERON_ALPHA_RESPONSE+0.543
  • COMPLEMENT+0.487
  • KRAS_SIGNALING_UP+0.453
  • IL2_STAT5_SIGNALING+0.375
  • APOPTOSIS+0.283

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.543
  • PROTEIN_SECRETION-0.406
  • MYC_TARGETS_V1-0.384
  • UNFOLDED_PROTEIN_RESPONSE-0.355
  • UV_RESPONSE_DN-0.344
  • ADIPOGENESIS-0.332
  • DNA_REPAIR-0.315
  • MYC_TARGETS_V2-0.299
  • FATTY_ACID_METABOLISM-0.287
  • GLYCOLYSIS-0.272

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
1MNG728
mng-umap@100
0.897
2MNG303
mng-umap@100
0.884
34ff81b7f-2dbc-453f-a68b-fe40315b2ef7
melanoma-umap@29
0.879
4MDT-AP-2234
medullo-epn-umap@date-based
MedMedulloblastoma0.873
5R243
bladder-landscape@3
0.872
6SRR1369219
brain-umap@2
GTEX0.871
7SRR1079168
brain-umap@2
GTEX0.865
8SRR10842366
melanoma-umap@29
0.860
9R252
bladder-landscape@3
0.859
10SRR1370173
brain-umap@2
GTEX0.859

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.672Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.633Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.622Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.621Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.585Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.543Inavolisib— uncovered
COMPLEMENT0.487Inavolisib— uncovered
KRAS_SIGNALING_UP0.453Inavolisib— uncovered
IL2_STAT5_SIGNALING0.375Idelalisib— uncovered
APOPTOSIS0.283Idelalisib— uncovered
COAGULATION0.276Binimetinib— uncovered
KRAS_SIGNALING_DN0.272Remibrutinib— uncovered
ANGIOGENESIS0.249Remibrutinib— uncovered
G2M_CHECKPOINT0.136Inavolisib— uncovered
P53_PATHWAY0.132Idelalisib— uncovered
E2F_TARGETS0.123Inavolisib— uncovered
ANDROGEN_RESPONSE0.111Inavolisib— uncovered
PANCREAS_BETA_CELLS0.107Cobimetinib— uncovered
SPERMATOGENESIS0.089Inavolisib— uncovered
HYPOXIA0.079Idelalisib— uncovered