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

2723b191-7c84-4edd-b0d0-da8ba4a1a894

3621e417-ae13-5f91-bd41-39bb2c7a09e5

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • MYC_TARGETS_V1+0.400
  • MYC_TARGETS_V2+0.400
  • NOTCH_SIGNALING+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • ANGIOGENESIS+0.300
  • E2F_TARGETS+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • G2M_CHECKPOINT+0.300
  • TGF_BETA_SIGNALING+0.300
  • UV_RESPONSE_DN+0.300

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.300
  • KRAS_SIGNALING_DN-0.300
  • ESTROGEN_RESPONSE_LATE-0.200
  • INTERFERON_GAMMA_RESPONSE-0.200
  • BILE_ACID_METABOLISM-0.100
  • COAGULATION-0.100
  • ESTROGEN_RESPONSE_EARLY-0.100
  • MYOGENESIS-0.100
  • PANCREAS_BETA_CELLS-0.100
  • WNT_BETA_CATENIN_SIGNALING-0.100

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
1SRR934935
brain-umap@2
0.824
247c0b7df-a564-4e71-8d90-ba07bac40f59
melanoma-umap@29
0.821
367719D37-8CC2-42B5-AF44-6D5AC258FDB1
brain-umap@2
0.816
48ACC0F29-A39E-4C1C-A04C-ED6E5FA80C24
brain-umap@2
0.812
5MNG308
mng-umap@100
0.801
6A3153235-3128-40AC-9371-AFA1F61E3E59
brain-umap@2
0.795
7BDEB76B7-B7E0-4058-82A2-77E93748C936
brain-umap@2
0.791
8SAMN03290906
melanoma-umap@29
0.790
9SRR934939
brain-umap@2
0.787
10SRR934967
brain-umap@2
0.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
NOTCH_SIGNALING0.400Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
APOPTOSIS0.100Idelalisib— uncovered