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

SAMN03290910

788e57f9-18b6-5fab-8a90-c29c118dc266

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

  • COAGULATION+0.500
  • APICAL_SURFACE+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • ANGIOGENESIS+0.300
  • APICAL_JUNCTION+0.300
  • HEDGEHOG_SIGNALING+0.300
  • MYOGENESIS+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • COMPLEMENT+0.200

Top 10 suppressed

  • G2M_CHECKPOINT-0.400
  • PROTEIN_SECRETION-0.400
  • ANDROGEN_RESPONSE-0.300
  • E2F_TARGETS-0.300
  • MITOTIC_SPINDLE-0.300
  • MTORC1_SIGNALING-0.300
  • MYC_TARGETS_V1-0.300
  • INTERFERON_GAMMA_RESPONSE-0.200
  • PI3K_AKT_MTOR_SIGNALING-0.200
  • SPERMATOGENESIS-0.200

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
1SAMN03290888
melanoma-umap@29
0.918
2bb3dc2ff-a686-483e-8d3c-e06649462881
colon-landscapes@1
0.863
380bea63b-bc3a-4999-8c11-a35c92183cd7
colon-landscapes@1
0.862
4c0054cf0-8f4b-47b6-a8fc-63a1fd36bcc7
melanoma-umap@29
0.861
51652b0a3-dc1d-4490-9632-07673713deb1
colon-landscapes@1
0.860
6d496ef4f-4716-4e6e-94e3-fce93b26d4ee
colon-landscapes@1
0.860
7399cd50c-1439-48a4-ba3b-a0782b2b7b62
melanoma-umap@29
0.849
816ab68fd-4948-4cd5-b5d8-1b2e8a1fd3cb
melanoma-umap@29
0.848
957583139-d2d3-4b97-a616-aa96058d4682
melanoma-umap@29
0.845
1044f9e45d-d779-4865-8f10-d085d5d25447
melanoma-umap@29
0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.500Binimetinib— uncovered
APICAL_SURFACE0.400Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered