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

10EE3CFC-9230-40BA-9C9F-77949BA763CC

b69058f0-1e67-5fbc-9236-1ae79c33e5cc

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
4.0078843626806835
age_years
42
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+0.502
  • NOTCH_SIGNALING+0.418
  • MYC_TARGETS_V1+0.402
  • ADIPOGENESIS+0.320
  • MTORC1_SIGNALING+0.319
  • UV_RESPONSE_DN+0.299
  • MITOTIC_SPINDLE+0.297
  • TGF_BETA_SIGNALING+0.293
  • UNFOLDED_PROTEIN_RESPONSE+0.269
  • OXIDATIVE_PHOSPHORYLATION+0.268

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.405
  • APICAL_SURFACE-0.279
  • PANCREAS_BETA_CELLS-0.274
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.237
  • TNFA_SIGNALING_VIA_NFKB-0.227
  • MYOGENESIS-0.219
  • APICAL_JUNCTION-0.166
  • COAGULATION-0.149
  • SPERMATOGENESIS-0.139
  • HYPOXIA-0.131

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
10A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.921
2MNG1038
mng-umap@100
0.896
3BE6A3670-34C4-4FD3-9794-C5B3254D9224
brain-umap@2
0.896
415824B66-5519-459A-B0C2-6EABAEEC2D8A
brain-umap@2
0.890
563204446-7AA0-40DC-996D-440F4E19AD0F
brain-umap@2
0.884
6SRR934762
brain-umap@2
0.879
7SRR934725
brain-umap@2
0.872
84099642A-F8D6-428C-AA12-1E76C27BB368
brain-umap@2
0.872
9AFCB278F-0EFB-4999-8D2C-C72B89A8403E
brain-umap@2
0.872
10MNG328
mng-umap@100
0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.502Remibrutinib— uncovered
NOTCH_SIGNALING0.418Inavolisib— uncovered
MYC_TARGETS_V10.402Inavolisib— uncovered
ADIPOGENESIS0.320Inavolisib— uncovered
MTORC1_SIGNALING0.319Inavolisib— uncovered
UV_RESPONSE_DN0.299Inavolisib— uncovered
MITOTIC_SPINDLE0.297Inavolisib— uncovered
TGF_BETA_SIGNALING0.293Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.269Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.268Remibrutinib— uncovered
ANDROGEN_RESPONSE0.267Inavolisib— uncovered
BILE_ACID_METABOLISM0.255Inavolisib— uncovered
DNA_REPAIR0.253Idelalisib— uncovered
E2F_TARGETS0.250Inavolisib— uncovered
HEME_METABOLISM0.240Temsirolimus— uncovered
G2M_CHECKPOINT0.239Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.225Inavolisib— uncovered
FATTY_ACID_METABOLISM0.218Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.214Remibrutinib— uncovered
MYC_TARGETS_V20.196Idelalisib— uncovered