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

DRR168521

40cdd7c2-ad8e-55c1-99f4-c4ead6a0861b

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
sex
Male

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+0.450
  • MYC_TARGETS_V1+0.320
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • TGF_BETA_SIGNALING+0.260
  • UNFOLDED_PROTEIN_RESPONSE+0.260
  • ANDROGEN_RESPONSE+0.210
  • ANGIOGENESIS+0.210
  • IL6_JAK_STAT3_SIGNALING+0.210
  • INTERFERON_ALPHA_RESPONSE+0.200
  • UV_RESPONSE_DN+0.190

Top 10 suppressed

  • E2F_TARGETS-0.220
  • APICAL_SURFACE-0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.210
  • KRAS_SIGNALING_DN-0.200
  • MYOGENESIS-0.190
  • G2M_CHECKPOINT-0.160
  • CHOLESTEROL_HOMEOSTASIS-0.150
  • INFLAMMATORY_RESPONSE-0.100
  • BILE_ACID_METABOLISM-0.090

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R191
bladder-landscape@3
0.713
2DRR168598
bladder-landscape@3
0.695
3MNG928
mng-umap@100
0.684
4SJEPD030097_D1.RNA-Seq
medullo-epn-umap@date-based
EPNMyxopapillary EPN0.676
5BS_4NWHYH53
brain-umap@2
Supratentorial Ependymoma0.670
6BS_N210XMKR
brain-umap@2
low-grade glioma0.667
7BS_NRFQEQKP
brain-umap@2
low-grade glioma0.665
8SRR934985
brain-umap@2
0.659
9TCGA-CV-A6K2-01A-11R-A31N-07
head-neck@1
0.659
10MNG1276
mng-umap@100
0.658

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_SECRETION0.450Remibrutinib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
TGF_BETA_SIGNALING0.260Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
ANGIOGENESIS0.210Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.210Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
ALLOGRAFT_REJECTION0.140Idelalisib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.110Idelalisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered