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

EE52CA48-EBE4-4BCA-B9BA-9AB39F8E7986

92093071-4bfc-5f78-90b4-edcddd7da291

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
18.69250985545335
age_years
70
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

  • PROTEIN_SECRETION+0.447
  • UV_RESPONSE_DN+0.377
  • TGF_BETA_SIGNALING+0.363
  • ANDROGEN_RESPONSE+0.355
  • MITOTIC_SPINDLE+0.303
  • NOTCH_SIGNALING+0.291
  • ANGIOGENESIS+0.220
  • IL6_JAK_STAT3_SIGNALING+0.218
  • P53_PATHWAY+0.209
  • APOPTOSIS+0.187

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.351
  • KRAS_SIGNALING_DN-0.333
  • SPERMATOGENESIS-0.280
  • E2F_TARGETS-0.213
  • ESTROGEN_RESPONSE_LATE-0.169
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.153
  • UV_RESPONSE_UP-0.143
  • MTORC1_SIGNALING-0.125
  • G2M_CHECKPOINT-0.115
  • XENOBIOTIC_METABOLISM-0.076

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG1025
mng-umap@100
0.746
2MNG461
mng-umap@100
0.721
3SRR12696759
melanoma-umap@29
0.716
4TCGA-86-8055-01A-11R-2241-07
lung-landscapes@6
cohortA10.712
5MDT-AP-0220
medullo-epn-umap@date-based
MedMedulloblastoma0.708
666A657C4-CC7B-4154-AFAD-342E7CC87EF9
brain-umap@2
0.707
7R374
bladder-landscape@3
0.705
8TCGA-86-8075-01A-11R-2241-07
lung-landscapes@6
cohortA10.704
9ERR2208977
melanoma-umap@29
0.704
10SJEPD031786_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.695

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.447Remibrutinib— uncovered
UV_RESPONSE_DN0.377Inavolisib— uncovered
TGF_BETA_SIGNALING0.363Inavolisib— uncovered
ANDROGEN_RESPONSE0.355Inavolisib— uncovered
MITOTIC_SPINDLE0.303Inavolisib— uncovered
NOTCH_SIGNALING0.291Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.218Inavolisib— uncovered
P53_PATHWAY0.209Idelalisib— uncovered
APOPTOSIS0.187Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.177Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.173Idelalisib— uncovered
HEDGEHOG_SIGNALING0.159Inavolisib— uncovered
ADIPOGENESIS0.157Inavolisib— uncovered
IL2_STAT5_SIGNALING0.151Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.138Inavolisib— uncovered
APICAL_SURFACE0.135Temsirolimus— uncovered
DNA_REPAIR0.133Idelalisib— uncovered
PEROXISOME0.119Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.117Remibrutinib— uncovered