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

MNG1074

0352320f-2821-5f0b-8982-d973d9a0b29c

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

  • PROTEIN_SECRETION+0.427
  • TNFA_SIGNALING_VIA_NFKB+0.418
  • ANDROGEN_RESPONSE+0.278
  • MTORC1_SIGNALING+0.275
  • UNFOLDED_PROTEIN_RESPONSE+0.252
  • INTERFERON_ALPHA_RESPONSE+0.238
  • HEME_METABOLISM+0.228
  • NOTCH_SIGNALING+0.226
  • MITOTIC_SPINDLE+0.224
  • PEROXISOME+0.217

Top 10 suppressed

  • MYOGENESIS-0.314
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.257
  • HEDGEHOG_SIGNALING-0.222
  • PANCREAS_BETA_CELLS-0.169
  • KRAS_SIGNALING_DN-0.131
  • ALLOGRAFT_REJECTION-0.114
  • E2F_TARGETS-0.064
  • APICAL_SURFACE-0.057
  • XENOBIOTIC_METABOLISM-0.041
  • CHOLESTEROL_HOMEOSTASIS-0.034

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
1MNG928
mng-umap@100
0.802
233060001-05C9-4751-AA58-F194207ACC08
brain-umap@2
0.790
3A235537D-BF50-4796-B01A-FAD83EFDAD25
brain-umap@2
0.779
4MNG319
mng-umap@100
0.766
58C34CD93-1AC0-4920-9E72-439EED0CF85D
brain-umap@2
0.766
6SRR6013491
lung-landscapes@6
cohortA10.763
7SRR5903550
lung-landscapes@6
cohortA40.757
85EC64886-2295-497A-BEE8-8AA17D8DADF1
brain-umap@2
0.740
9R315
bladder-landscape@3
0.733
10BS_XF0ZX2B3
brain-umap@2
Supratentorial Ependymoma0.728

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.427Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.418Inavolisib— uncovered
ANDROGEN_RESPONSE0.278Inavolisib— uncovered
MTORC1_SIGNALING0.275Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.252Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.238Inavolisib— uncovered
HEME_METABOLISM0.228Temsirolimus— uncovered
NOTCH_SIGNALING0.226Inavolisib— uncovered
MITOTIC_SPINDLE0.224Inavolisib— uncovered
PEROXISOME0.217Idelalisib— uncovered
HYPOXIA0.213Idelalisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
MYC_TARGETS_V10.196Inavolisib— uncovered
TGF_BETA_SIGNALING0.184Inavolisib— uncovered
FATTY_ACID_METABOLISM0.181Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.173Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.155Inavolisib— uncovered
MYC_TARGETS_V20.155Idelalisib— uncovered
UV_RESPONSE_UP0.145Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.140Idelalisib— uncovered