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

SAMN03290888

36c5bdf0-a466-566a-82c8-ba6dfe98f0cd

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+0.400
  • APICAL_JUNCTION+0.300
  • APICAL_SURFACE+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • MYC_TARGETS_V2+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.300
  • COMPLEMENT+0.200
  • ESTROGEN_RESPONSE_EARLY+0.200
  • ESTROGEN_RESPONSE_LATE+0.200
  • HYPOXIA+0.200

Top 10 suppressed

  • PROTEIN_SECRETION-0.400
  • ANDROGEN_RESPONSE-0.300
  • E2F_TARGETS-0.200
  • G2M_CHECKPOINT-0.200
  • INTERFERON_ALPHA_RESPONSE-0.200
  • INTERFERON_GAMMA_RESPONSE-0.200
  • MITOTIC_SPINDLE-0.200
  • MTORC1_SIGNALING-0.200
  • SPERMATOGENESIS-0.200
  • UNFOLDED_PROTEIN_RESPONSE-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
1SAMN03290910
melanoma-umap@29
0.918
2c0054cf0-8f4b-47b6-a8fc-63a1fd36bcc7
melanoma-umap@29
0.877
380bea63b-bc3a-4999-8c11-a35c92183cd7
colon-landscapes@1
0.860
409f758e5-6be1-4f29-ac92-869d92f8fbcf
melanoma-umap@29
0.858
5399cd50c-1439-48a4-ba3b-a0782b2b7b62
melanoma-umap@29
0.852
640b92a76-f324-4cdd-8209-517d021acd47
melanoma-umap@29
0.843
744f9e45d-d779-4865-8f10-d085d5d25447
melanoma-umap@29
0.823
8SAMN03290915
melanoma-umap@29
0.810
9bb3dc2ff-a686-483e-8d3c-e06649462881
colon-landscapes@1
0.799
10290b89f5-2a44-424b-b77d-a190dcb93e07
colon-landscapes@1
0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.400Binimetinib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered