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

01602D64-57C5-4D95-A6F9-5FB124D398B1

bc5ac694-b9bb-5462-9393-04fe8fbffb40

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
95.86070959264126
age_years
36
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

  • TGF_BETA_SIGNALING+0.550
  • TNFA_SIGNALING_VIA_NFKB+0.547
  • NOTCH_SIGNALING+0.452
  • IL6_JAK_STAT3_SIGNALING+0.449
  • APOPTOSIS+0.435
  • INTERFERON_ALPHA_RESPONSE+0.392
  • COMPLEMENT+0.382
  • WNT_BETA_CATENIN_SIGNALING+0.378
  • INFLAMMATORY_RESPONSE+0.376
  • IL2_STAT5_SIGNALING+0.373

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.285
  • SPERMATOGENESIS-0.258
  • OXIDATIVE_PHOSPHORYLATION-0.236
  • PANCREAS_BETA_CELLS-0.084
  • PEROXISOME-0.043
  • G2M_CHECKPOINT-0.012
  • MYOGENESIS+0.001
  • E2F_TARGETS+0.014
  • ESTROGEN_RESPONSE_LATE+0.036
  • APICAL_JUNCTION+0.054

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
12D0A1BA3-EC1D-4B4F-A383-9353C0F4BE85
brain-umap@2
0.917
27E4D42B3-FD9B-4184-A4A0-E52E45259428
brain-umap@2
0.917
3SRR934807
brain-umap@2
0.916
4SRR934750
brain-umap@2
0.910
512B24051-5657-45E8-9C64-5B6A06693471
brain-umap@2
0.908
6A3874F0D-53A9-43C8-87EE-65C12C0F8135
brain-umap@2
0.904
7SRR934952
brain-umap@2
0.904
8SRR934987
brain-umap@2
0.902
9SRR934845
brain-umap@2
0.902
1018D7DFBC-A1C6-4DA8-9AF1-3A6F3E2A03BE
brain-umap@2
0.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.550Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.547Inavolisib— uncovered
NOTCH_SIGNALING0.452Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.449Inavolisib— uncovered
APOPTOSIS0.435Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.392Inavolisib— uncovered
COMPLEMENT0.382Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.378Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.376Idelalisib— uncovered
IL2_STAT5_SIGNALING0.373Idelalisib— uncovered
ANGIOGENESIS0.365Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.359Idelalisib— uncovered
ALLOGRAFT_REJECTION0.335Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.325Inavolisib— uncovered
P53_PATHWAY0.304Idelalisib— uncovered
COAGULATION0.286Binimetinib— uncovered
HYPOXIA0.286Idelalisib— uncovered
MITOTIC_SPINDLE0.261Inavolisib— uncovered
ANDROGEN_RESPONSE0.252Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.235Idelalisib— uncovered