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

SAMN03290919

14622b60-5fe7-553b-998f-fa0aed747bc9

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

  • APICAL_SURFACE+0.400
  • COAGULATION+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • ESTROGEN_RESPONSE_EARLY+0.400
  • ESTROGEN_RESPONSE_LATE+0.400
  • KRAS_SIGNALING_DN+0.400
  • APICAL_JUNCTION+0.300
  • HYPOXIA+0.300
  • INTERFERON_ALPHA_RESPONSE+0.300
  • MYOGENESIS+0.300

Top 10 suppressed

  • PROTEIN_SECRETION-0.600
  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MYC_TARGETS_V1-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • MITOTIC_SPINDLE-0.400
  • MYC_TARGETS_V2-0.400
  • ANDROGEN_RESPONSE-0.300
  • UV_RESPONSE_DN-0.300
  • HEDGEHOG_SIGNALING-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SAMN03290907
melanoma-umap@29
0.942
2SAMN03290904
melanoma-umap@29
0.927
3SAMN03290902
melanoma-umap@29
0.925
4SAMN03290893
melanoma-umap@29
0.925
5SJEPD035_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.862
6TCGA-A2-A3XW-01A-11R-A239-07
breast-umap@18
B0.852
7fb24d93c-9681-4d45-801f-9dcfd8c5703e
melanoma-umap@29
0.842
8SAMN03290921
melanoma-umap@29
0.842
9SAMN03290901
melanoma-umap@29
0.842
109b308588-5e79-46ab-b186-6edd686695c6
colon-landscapes@1
0.841

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
APICAL_SURFACE0.400Temsirolimus— uncovered
COAGULATION0.400Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.400Idelalisib— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
HYPOXIA0.300Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.300Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered