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

DRR168517

9a1cfe2c-8180-55e0-a45e-71fca265376d

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

  • INTERFERON_ALPHA_RESPONSE+0.540
  • INTERFERON_GAMMA_RESPONSE+0.480
  • IL6_JAK_STAT3_SIGNALING+0.380
  • CHOLESTEROL_HOMEOSTASIS+0.340
  • INFLAMMATORY_RESPONSE+0.330
  • BILE_ACID_METABOLISM+0.320
  • KRAS_SIGNALING_UP+0.280
  • PROTEIN_SECRETION+0.260
  • XENOBIOTIC_METABOLISM+0.240
  • ALLOGRAFT_REJECTION+0.220

Top 10 suppressed

  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.470
  • NOTCH_SIGNALING-0.460
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • E2F_TARGETS-0.380
  • DNA_REPAIR-0.350
  • G2M_CHECKPOINT-0.330
  • MITOTIC_SPINDLE-0.330
  • APICAL_JUNCTION-0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR23303769
bladder-landscape@3
0.810
2TCGA-F7-A50G-01A-11R-A266-07
head-neck@1
0.803
3SRR601169
brain-umap@2
GTEX0.802
4SRR25043624
head-neck@1
0.801
5SRR12475112
colon-landscapes@1
0.798
6SRR1362777
brain-umap@2
GTEX0.798
794b2af92-0cfc-40b2-977d-6bd0fa4440d9
melanoma-umap@29
0.797
8SRR12475115
colon-landscapes@1
0.789
93a2b80a5-6937-423a-92bf-9e25a0b23c5b
melanoma-umap@29
0.782
10SRR1323603
brain-umap@2
GTEX0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.480Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.340Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.330Idelalisib— uncovered
BILE_ACID_METABOLISM0.320Inavolisib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.240Inavolisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
COMPLEMENT0.150Inavolisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PEROXISOME0.100Idelalisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
COAGULATION0.090Binimetinib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
HYPOXIA0.090Idelalisib— uncovered