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

ERR2278858

3d5ca18c-e01d-51c5-91a6-191168f28db3

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+0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • PROTEIN_SECRETION+0.380
  • HYPOXIA+0.370
  • MYC_TARGETS_V1+0.370
  • E2F_TARGETS+0.360
  • G2M_CHECKPOINT+0.330
  • ANDROGEN_RESPONSE+0.310
  • PANCREAS_BETA_CELLS+0.310
  • UV_RESPONSE_DN+0.300

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • OXIDATIVE_PHOSPHORYLATION-0.200
  • INTERFERON_GAMMA_RESPONSE-0.170
  • FATTY_ACID_METABOLISM-0.150
  • BILE_ACID_METABOLISM-0.120
  • MYOGENESIS-0.120
  • XENOBIOTIC_METABOLISM-0.120
  • DNA_REPAIR-0.110
  • PI3K_AKT_MTOR_SIGNALING-0.110

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
1247323b2-dc45-427e-bc41-c33f2fbbe77b
melanoma-umap@29
0.810
2SJEPD032263_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.787
3SRR8518155
breast-umap@18
E0.779
4BS_MKM0EEN1
brain-umap@2
Diffuse intrinsic pontine glioma0.772
5SRR4195688
colon-landscapes@1
0.769
6SAMN03290908
melanoma-umap@29
0.768
7TCGA-BH-A0AV-01A-31R-A115-07
breast-umap@18
E0.764
8TCGA-44-8119-01A-11R-2241-07
lung-landscapes@6
cohortA30.762
9SRR4195651
colon-landscapes@1
0.759
10TCGA-77-7337-01A-21R-2045-07
lung-landscapes@6
cohortSQ10.740

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.480Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
HYPOXIA0.370Idelalisib— uncovered
MYC_TARGETS_V10.370Inavolisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
COMPLEMENT0.130Inavolisib— uncovered