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

DRR168550

1479b20f-4a1b-5176-9024-a70e5d46d174

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+0.350
  • ANDROGEN_RESPONSE+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.260
  • APICAL_SURFACE+0.210
  • PEROXISOME+0.190
  • MYC_TARGETS_V1+0.170
  • NOTCH_SIGNALING+0.150
  • FATTY_ACID_METABOLISM+0.140
  • ADIPOGENESIS+0.100

Top 10 suppressed

  • E2F_TARGETS-0.430
  • G2M_CHECKPOINT-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • IL6_JAK_STAT3_SIGNALING-0.300
  • MYOGENESIS-0.300
  • INTERFERON_GAMMA_RESPONSE-0.260
  • UV_RESPONSE_UP-0.260
  • MTORC1_SIGNALING-0.250
  • ANGIOGENESIS-0.240

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
1DRR168534
bladder-landscape@3
0.859
2TCGA-E2-A1IU-01A-11R-A14D-07
breast-umap@18
B0.800
3SRR650196
bladder-landscape@3
0.795
4TCGA-D8-A27V-01A-12R-A17B-07
breast-umap@18
A0.772
5R370
bladder-landscape@3
0.765
6C3L-01889
lung-landscapes@6
cohortA20.743
7TCGA-A7-A0CH-01A-21R-A00Z-07
breast-umap@18
B0.737
8C3L-02961
lung-landscapes@6
cohortA20.725
9MDT-AP-3303
medullo-epn-umap@date-based
MedMedulloblastoma0.724
10SRR8943006
bladder-landscape@3
0.720

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.350Remibrutinib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
APICAL_SURFACE0.210Temsirolimus— uncovered
PEROXISOME0.190Idelalisib— uncovered
MYC_TARGETS_V10.170Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
KRAS_SIGNALING_UP0.090Inavolisib— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered