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

2535E07B-4CB8-4608-87F3-D8D6371B8862

85da3b9b-ed6f-5f9b-a99d-b04da035571c

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
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

  • MYC_TARGETS_V2+0.672
  • MYC_TARGETS_V1+0.582
  • E2F_TARGETS+0.557
  • G2M_CHECKPOINT+0.543
  • DNA_REPAIR+0.459
  • UNFOLDED_PROTEIN_RESPONSE+0.438
  • WNT_BETA_CATENIN_SIGNALING+0.423
  • OXIDATIVE_PHOSPHORYLATION+0.367
  • ANGIOGENESIS+0.322
  • MITOTIC_SPINDLE+0.256

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.432
  • BILE_ACID_METABOLISM-0.311
  • INFLAMMATORY_RESPONSE-0.184
  • ESTROGEN_RESPONSE_LATE-0.148
  • MYOGENESIS-0.139
  • PANCREAS_BETA_CELLS-0.117
  • TNFA_SIGNALING_VIA_NFKB-0.117
  • SPERMATOGENESIS-0.116
  • COAGULATION-0.099
  • XENOBIOTIC_METABOLISM-0.091

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
1SRR934902
brain-umap@2
0.912
2FB7673F7-FF7F-4C3C-A8C6-9C11C6BB71D5
brain-umap@2
0.911
350DE1FDE-B85E-4677-B0F8-08275DA41A6E
brain-umap@2
0.902
4592CC5DC-4DB7-4961-AB2B-89C8FE4A83D3
brain-umap@2
0.898
598D004A9-E3F0-448E-BFE2-359F25DF356C
brain-umap@2
0.895
6DAE9D154-5E0C-4961-9110-9E5653AAA787
brain-umap@2
0.892
7SRR934719
brain-umap@2
0.888
8113340B4-B092-4B8C-8A13-5932525B0C33
brain-umap@2
0.886
967719D37-8CC2-42B5-AF44-6D5AC258FDB1
brain-umap@2
0.872
104BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.870

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
MYC_TARGETS_V20.672Idelalisib— uncovered
MYC_TARGETS_V10.582Inavolisib— uncovered
E2F_TARGETS0.557Inavolisib— uncovered
G2M_CHECKPOINT0.543Inavolisib— uncovered
DNA_REPAIR0.459Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.438Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.423Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.367Remibrutinib— uncovered
ANGIOGENESIS0.322Remibrutinib— uncovered
MITOTIC_SPINDLE0.256Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.223Inavolisib— uncovered
MTORC1_SIGNALING0.205Inavolisib— uncovered
TGF_BETA_SIGNALING0.192Inavolisib— uncovered
UV_RESPONSE_UP0.184Idelalisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
ANDROGEN_RESPONSE0.157Inavolisib— uncovered
GLYCOLYSIS0.150Inavolisib— uncovered
ALLOGRAFT_REJECTION0.120Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.106Idelalisib— uncovered
NOTCH_SIGNALING0.104Inavolisib— uncovered