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

R135

e30b8c15-d89b-5ad9-a08d-2ddee12db4fa

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
overall_survival_months
28
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

  • G2M_CHECKPOINT+0.540
  • E2F_TARGETS+0.510
  • INTERFERON_ALPHA_RESPONSE+0.510
  • MYC_TARGETS_V1+0.460
  • PROTEIN_SECRETION+0.450
  • MTORC1_SIGNALING+0.340
  • ANDROGEN_RESPONSE+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.290
  • SPERMATOGENESIS+0.280
  • INTERFERON_GAMMA_RESPONSE+0.220

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.540
  • ANGIOGENESIS-0.480
  • HEDGEHOG_SIGNALING-0.410
  • MYOGENESIS-0.410
  • APICAL_JUNCTION-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.400
  • COAGULATION-0.370
  • NOTCH_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • APICAL_SURFACE-0.320

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1797282
lung-landscapes@6
cohortSC0.893
2R137
bladder-landscape@3
0.892
3SRR11296733
colon-landscapes@1
0.885
4d01f4531-b145-414b-bc1c-0f1a148b771e
melanoma-umap@29
0.875
548507_S107
lung-landscapes@6
cohortMD10.862
6SRR11296797
colon-landscapes@1
0.859
7TCGA-AC-A2BM-01A-11R-A21T-07
breast-umap@18
B0.854
8TCGA-A2-A0YT-01A-11R-A109-07
breast-umap@18
B0.854
9131544
medullo-epn-umap@date-based
EPNEPN Tumor0.853
10BS_EK5PCKY0
brain-umap@2
Supratentorial Ependymoma0.852

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.540Inavolisib— uncovered
E2F_TARGETS0.510Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
PROTEIN_SECRETION0.450Remibrutinib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
SPERMATOGENESIS0.280Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.220Idelalisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
ADIPOGENESIS0.080Inavolisib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered