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

SRR2016958

c7b2a5f5-d971-52c4-b6e0-edbd747a00b6

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

  • ANGIOGENESIS+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.340
  • ALLOGRAFT_REJECTION+0.330
  • INTERFERON_GAMMA_RESPONSE+0.320
  • INFLAMMATORY_RESPONSE+0.310
  • INTERFERON_ALPHA_RESPONSE+0.290
  • IL6_JAK_STAT3_SIGNALING+0.280
  • IL2_STAT5_SIGNALING+0.240
  • PANCREAS_BETA_CELLS+0.240
  • TNFA_SIGNALING_VIA_NFKB+0.230

Top 10 suppressed

  • PROTEIN_SECRETION-0.340
  • ANDROGEN_RESPONSE-0.290
  • MYC_TARGETS_V1-0.280
  • MTORC1_SIGNALING-0.270
  • UNFOLDED_PROTEIN_RESPONSE-0.240
  • GLYCOLYSIS-0.230
  • NOTCH_SIGNALING-0.230
  • ESTROGEN_RESPONSE_LATE-0.220
  • ESTROGEN_RESPONSE_EARLY-0.200
  • PEROXISOME-0.190

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-49-AAR3-01A-11R-A41B-07
lung-landscapes@6
cohortA10.787
2MNG1140
mng-umap@100
0.769
3TCGA-E2-A1LH-01A-11R-A14D-07
breast-umap@18
E0.760
40ec02d90-7ccb-476e-a8bb-9a9c8f158dee
melanoma-umap@29
0.759
5TCGA-FD-A5BT-01A-11R-A26T-07
bladder-landscape@3
0.758
6SRR8518127
breast-umap@18
D0.757
7SRR25617829
breast-umap@18
D0.749
8R83
bladder-landscape@3
0.746
9TCGA-BH-A0BF-01A-21R-A12P-07
breast-umap@18
D0.746
10f426318a-9c1a-4476-a087-2b3a84096f5c
melanoma-umap@29
0.745

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.370Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.340Inavolisib— uncovered
ALLOGRAFT_REJECTION0.330Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.280Inavolisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
PANCREAS_BETA_CELLS0.240Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
COAGULATION0.190Binimetinib— uncovered
COMPLEMENT0.180Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.110Inavolisib— uncovered
MITOTIC_SPINDLE0.060Inavolisib— uncovered
UV_RESPONSE_UP0.050Idelalisib— uncovered