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

F547C7BB-DBF1-4805-A0EA-D8BC36606032

9ff10936-909d-5cb8-af5a-da795d533e34

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
85.4796320630749
age_years
31
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

  • TNFA_SIGNALING_VIA_NFKB+0.665
  • INTERFERON_GAMMA_RESPONSE+0.603
  • IL6_JAK_STAT3_SIGNALING+0.602
  • INTERFERON_ALPHA_RESPONSE+0.599
  • E2F_TARGETS+0.572
  • TGF_BETA_SIGNALING+0.559
  • ANGIOGENESIS+0.558
  • INFLAMMATORY_RESPONSE+0.557
  • G2M_CHECKPOINT+0.546
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.532

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.335
  • OXIDATIVE_PHOSPHORYLATION-0.305
  • PANCREAS_BETA_CELLS-0.275
  • SPERMATOGENESIS-0.185
  • PROTEIN_SECRETION-0.158
  • FATTY_ACID_METABOLISM-0.113
  • PEROXISOME-0.104
  • BILE_ACID_METABOLISM-0.091
  • HEDGEHOG_SIGNALING-0.086
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.050

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
1SRR934962
brain-umap@2
0.933
2SRR934864
brain-umap@2
0.922
3AF0A7BAA-D031-4C9F-91B7-7034F2C49D72
brain-umap@2
0.919
4SRR934845
brain-umap@2
0.918
525B5E54F-5858-454C-9B23-440A82450912
brain-umap@2
0.918
6SRR934881
brain-umap@2
0.918
7SRR934934
brain-umap@2
0.918
8SRR934782
brain-umap@2
0.917
9SRR934747
brain-umap@2
0.914
10SRR934753
brain-umap@2
0.912

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.665Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.603Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.602Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.599Inavolisib— uncovered
E2F_TARGETS0.572Inavolisib— uncovered
TGF_BETA_SIGNALING0.559Inavolisib— uncovered
ANGIOGENESIS0.558Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.557Idelalisib— uncovered
G2M_CHECKPOINT0.546Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.532Inavolisib— uncovered
ALLOGRAFT_REJECTION0.515Idelalisib— uncovered
IL2_STAT5_SIGNALING0.483Idelalisib— uncovered
APOPTOSIS0.477Idelalisib— uncovered
MITOTIC_SPINDLE0.414Inavolisib— uncovered
DNA_REPAIR0.398Idelalisib— uncovered
MYC_TARGETS_V20.379Idelalisib— uncovered
NOTCH_SIGNALING0.379Inavolisib— uncovered
COMPLEMENT0.377Inavolisib— uncovered
KRAS_SIGNALING_UP0.364Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.344Inavolisib— uncovered