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

MNG1174

2d43ae25-b88c-5302-b48a-3d23515cc867

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+0.636
  • INTERFERON_GAMMA_RESPONSE+0.575
  • ALLOGRAFT_REJECTION+0.420
  • IL6_JAK_STAT3_SIGNALING+0.339
  • PROTEIN_SECRETION+0.339
  • INFLAMMATORY_RESPONSE+0.317
  • UV_RESPONSE_DN+0.277
  • APICAL_JUNCTION+0.221
  • MITOTIC_SPINDLE+0.212
  • PI3K_AKT_MTOR_SIGNALING+0.210

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.331
  • PANCREAS_BETA_CELLS-0.292
  • SPERMATOGENESIS-0.277
  • ESTROGEN_RESPONSE_LATE-0.255
  • KRAS_SIGNALING_DN-0.223
  • BILE_ACID_METABOLISM-0.208
  • COAGULATION-0.203
  • ANGIOGENESIS-0.200
  • HYPOXIA-0.180
  • P53_PATHWAY-0.161

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1196
mng-umap@100
0.837
2MNG1199
mng-umap@100
0.811
3MNG746
mng-umap@100
0.801
4SRR934780
brain-umap@2
0.798
5MNG525
mng-umap@100
0.793
6SRR934808
brain-umap@2
0.769
7BF513557-1518-4843-9F62-837B557D4CAB
brain-umap@2
0.757
8TCGA-E7-A3X6-01A-12R-A22U-07
bladder-landscape@3
0.756
9E35A6AA5-331F-489B-8CE1-9D0BC4CDE119
brain-umap@2
0.754
10MNG596
mng-umap@100
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.636Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.575Idelalisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.339Inavolisib— uncovered
PROTEIN_SECRETION0.339Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.317Idelalisib— uncovered
UV_RESPONSE_DN0.277Inavolisib— uncovered
APICAL_JUNCTION0.221Inavolisib— uncovered
MITOTIC_SPINDLE0.212Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
APICAL_SURFACE0.207Temsirolimus— uncovered
G2M_CHECKPOINT0.202Inavolisib— uncovered
MYC_TARGETS_V10.190Inavolisib— uncovered
ANDROGEN_RESPONSE0.174Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.168Remibrutinib— uncovered
NOTCH_SIGNALING0.168Inavolisib— uncovered
TGF_BETA_SIGNALING0.166Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.162Inavolisib— uncovered
DNA_REPAIR0.154Idelalisib— uncovered
HEDGEHOG_SIGNALING0.143Inavolisib— uncovered