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

MNG1026

79ca5322-3a07-5b38-b65f-b2eb117247ad

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+0.399
  • PEROXISOME+0.299
  • BILE_ACID_METABOLISM+0.284
  • UV_RESPONSE_DN+0.242
  • CHOLESTEROL_HOMEOSTASIS+0.232
  • NOTCH_SIGNALING+0.228
  • ANDROGEN_RESPONSE+0.208
  • HEME_METABOLISM+0.200
  • TGF_BETA_SIGNALING+0.198
  • UNFOLDED_PROTEIN_RESPONSE+0.190

Top 10 suppressed

  • MYC_TARGETS_V2-0.294
  • ALLOGRAFT_REJECTION-0.279
  • OXIDATIVE_PHOSPHORYLATION-0.269
  • PANCREAS_BETA_CELLS-0.210
  • INTERFERON_ALPHA_RESPONSE-0.191
  • INTERFERON_GAMMA_RESPONSE-0.150
  • IL6_JAK_STAT3_SIGNALING-0.129
  • INFLAMMATORY_RESPONSE-0.124
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.121
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.120

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
1MNG683
mng-umap@100
0.783
2MNG1071
mng-umap@100
0.782
3MNG1193
mng-umap@100
0.778
4MNG1104
mng-umap@100
0.764
5TCGA-D8-A1X7-01A-11R-A14M-07
breast-umap@18
B0.744
6SRR15069611
head-neck@1
0.740
7C138638F-C6CB-439B-BFF0-CF097E0B421E
brain-umap@2
0.726
8MNG993
mng-umap@100
0.715
9MNG1056
mng-umap@100
0.707
10TCGA-A1-A0SJ-01A-11R-A084-07
breast-umap@18
B0.704

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.399Remibrutinib— uncovered
PEROXISOME0.299Idelalisib— uncovered
BILE_ACID_METABOLISM0.284Inavolisib— uncovered
UV_RESPONSE_DN0.242Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.232Remibrutinib— uncovered
NOTCH_SIGNALING0.228Inavolisib— uncovered
ANDROGEN_RESPONSE0.208Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
TGF_BETA_SIGNALING0.198Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.188Idelalisib— uncovered
MTORC1_SIGNALING0.182Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.181Inavolisib— uncovered
MITOTIC_SPINDLE0.179Inavolisib— uncovered
ADIPOGENESIS0.163Inavolisib— uncovered
FATTY_ACID_METABOLISM0.131Inavolisib— uncovered
ANGIOGENESIS0.123Remibrutinib— uncovered
APICAL_JUNCTION0.103Inavolisib— uncovered
G2M_CHECKPOINT0.101Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered