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

MNG983

fb2d420f-e38e-5d1b-8468-277497d5e932

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

  • TNFA_SIGNALING_VIA_NFKB+0.523
  • CHOLESTEROL_HOMEOSTASIS+0.352
  • WNT_BETA_CATENIN_SIGNALING+0.328
  • MYC_TARGETS_V2+0.327
  • TGF_BETA_SIGNALING+0.322
  • ANGIOGENESIS+0.320
  • UV_RESPONSE_DN+0.318
  • MITOTIC_SPINDLE+0.297
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.278
  • INFLAMMATORY_RESPONSE+0.267

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.341
  • ALLOGRAFT_REJECTION-0.267
  • PEROXISOME-0.164
  • OXIDATIVE_PHOSPHORYLATION-0.154
  • INTERFERON_ALPHA_RESPONSE-0.095
  • SPERMATOGENESIS-0.091
  • PANCREAS_BETA_CELLS-0.087
  • PI3K_AKT_MTOR_SIGNALING-0.074
  • BILE_ACID_METABOLISM-0.067
  • XENOBIOTIC_METABOLISM-0.067

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
1TCGA-BH-A201-01A-11R-A14M-07
breast-umap@18
A0.783
2TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.778
3TCGA-85-8353-01A-21R-2296-07
lung-landscapes@6
cohortSQ10.757
4TCGA-98-8020-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.754
5TCGA-34-5928-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.743
6TCGA-H7-8502-01A-11R-2403-07
head-neck@1
0.735
7TCGA-CN-5355-01A-01R-1436-07
head-neck@1
0.714
8SRR27320688
colon-landscapes@1
0.713
9TCGA-CR-7365-01A-11R-2016-07
head-neck@1
0.706
10SJEPD031429_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.705

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.523Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.352Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.328Inavolisib— uncovered
MYC_TARGETS_V20.327Idelalisib— uncovered
TGF_BETA_SIGNALING0.322Inavolisib— uncovered
ANGIOGENESIS0.320Remibrutinib— uncovered
UV_RESPONSE_DN0.318Inavolisib— uncovered
MITOTIC_SPINDLE0.297Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.278Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.267Idelalisib— uncovered
ANDROGEN_RESPONSE0.245Inavolisib— uncovered
APICAL_JUNCTION0.227Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.220Inavolisib— uncovered
MYOGENESIS0.216Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.215Idelalisib— uncovered
MYC_TARGETS_V10.212Inavolisib— uncovered
G2M_CHECKPOINT0.202Inavolisib— uncovered
HYPOXIA0.191Idelalisib— uncovered
MTORC1_SIGNALING0.189Inavolisib— uncovered
NOTCH_SIGNALING0.186Inavolisib— uncovered