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

MNG484

11a22b78-248a-540e-9f41-8dfbd596db54

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

  • WNT_BETA_CATENIN_SIGNALING+0.427
  • HEDGEHOG_SIGNALING+0.405
  • APICAL_SURFACE+0.393
  • ANGIOGENESIS+0.385
  • OXIDATIVE_PHOSPHORYLATION+0.324
  • APICAL_JUNCTION+0.292
  • PROTEIN_SECRETION+0.286
  • MYOGENESIS+0.283
  • UV_RESPONSE_DN+0.269
  • FATTY_ACID_METABOLISM+0.245

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.323
  • ALLOGRAFT_REJECTION-0.262
  • E2F_TARGETS-0.208
  • MYC_TARGETS_V2-0.196
  • MYC_TARGETS_V1-0.177
  • SPERMATOGENESIS-0.164
  • PI3K_AKT_MTOR_SIGNALING-0.154
  • IL6_JAK_STAT3_SIGNALING-0.147
  • APOPTOSIS-0.143
  • G2M_CHECKPOINT-0.095

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
1TCGA-BH-A0H7-01A-13R-A056-07
breast-umap@18
B0.697
2e2ac493b-9157-4756-8949-edf4b7f334cd
melanoma-umap@29
0.672
3AUR-AER6-TTM6-A-1-1-R-A742-41
breast-umap@18
C0.663
4TCGA-CR-7401-01A-11R-2016-07
head-neck@1
0.648
54df6c488-ef2f-4019-a1b0-3a3624039be8
colon-landscapes@1
0.633
6TCGA-44-8120-01A-11R-2241-07
lung-landscapes@6
cohortA10.612
7TCGA-56-7822-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.612
8SRR8942951
bladder-landscape@3
0.603
9TCGA-A8-A09D-01A-11R-A00Z-07
breast-umap@18
A0.599
105b6bd2fd-de8e-4d58-9b38-c3b2bf2ed418
melanoma-umap@29
0.596

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.427Inavolisib— uncovered
HEDGEHOG_SIGNALING0.405Inavolisib— uncovered
APICAL_SURFACE0.393Temsirolimus— uncovered
ANGIOGENESIS0.385Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.324Remibrutinib— uncovered
APICAL_JUNCTION0.292Inavolisib— uncovered
PROTEIN_SECRETION0.286Remibrutinib— uncovered
MYOGENESIS0.283Inavolisib— uncovered
UV_RESPONSE_DN0.269Inavolisib— uncovered
FATTY_ACID_METABOLISM0.245Inavolisib— uncovered
MITOTIC_SPINDLE0.235Inavolisib— uncovered
ADIPOGENESIS0.224Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.215Remibrutinib— uncovered
NOTCH_SIGNALING0.211Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.209Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.161Inavolisib— uncovered
ANDROGEN_RESPONSE0.136Inavolisib— uncovered
IL2_STAT5_SIGNALING0.115Idelalisib— uncovered
GLYCOLYSIS0.092Inavolisib— uncovered
COAGULATION0.084Binimetinib— uncovered