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

706B5E97-06B6-4401-9934-7CF12FF7F816

be4c1987-1898-5695-a6ed-3c0bda5889c2

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
29.829172141918527
age_years
51
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

  • ALLOGRAFT_REJECTION+0.608
  • INTERFERON_ALPHA_RESPONSE+0.536
  • INTERFERON_GAMMA_RESPONSE+0.510
  • IL6_JAK_STAT3_SIGNALING+0.485
  • TNFA_SIGNALING_VIA_NFKB+0.467
  • INFLAMMATORY_RESPONSE+0.434
  • COAGULATION+0.385
  • ANGIOGENESIS+0.377
  • IL2_STAT5_SIGNALING+0.352
  • NOTCH_SIGNALING+0.334

Top 10 suppressed

  • UV_RESPONSE_DN-0.346
  • SPERMATOGENESIS-0.265
  • OXIDATIVE_PHOSPHORYLATION-0.257
  • G2M_CHECKPOINT-0.239
  • KRAS_SIGNALING_DN-0.226
  • HEDGEHOG_SIGNALING-0.224
  • ANDROGEN_RESPONSE-0.221
  • PANCREAS_BETA_CELLS-0.221
  • MITOTIC_SPINDLE-0.196
  • E2F_TARGETS-0.149

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.

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

#SampleCancer typeSubtypecos similarity
1BS_2W3NC4K1
brain-umap@2
Neurofibroma0.888
2BS_893A91ZM
brain-umap@2
Neurofibroma0.880
3SRR810571
brain-umap@2
GTEX0.871
4575F780D-9288-44CC-A0EA-E28EAD80213B
brain-umap@2
0.844
5SRR8613765
breast-umap@18
D0.835
6SRR817658
brain-umap@2
GTEX0.830
7SRR819346
brain-umap@2
GTEX0.829
8BS_KXMYBQ6N
medullo-epn-umap@date-based
EPNEPN Tumor0.819
9BS_B7QS4DHK
brain-umap@2
Schwannoma0.818
10A3874F0D-53A9-43C8-87EE-65C12C0F8135
brain-umap@2
0.813

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.608Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.536Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.485Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.467Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.434Idelalisib— uncovered
COAGULATION0.385Binimetinib— uncovered
ANGIOGENESIS0.377Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.352Idelalisib— uncovered
NOTCH_SIGNALING0.334Inavolisib— uncovered
APOPTOSIS0.327Idelalisib— uncovered
COMPLEMENT0.312Inavolisib— uncovered
DNA_REPAIR0.297Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.294Inavolisib— uncovered
MYC_TARGETS_V20.277Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.236Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
TGF_BETA_SIGNALING0.227Inavolisib— uncovered
P53_PATHWAY0.204Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.202Inavolisib— uncovered