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

SAMN03290953

75917987-b416-559b-a536-ec42c626a78a

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

  • E2F_TARGETS+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.500
  • G2M_CHECKPOINT+0.400
  • FATTY_ACID_METABOLISM+0.300
  • MITOTIC_SPINDLE+0.300
  • MTORC1_SIGNALING+0.300
  • PROTEIN_SECRETION+0.300
  • ADIPOGENESIS+0.200
  • ANDROGEN_RESPONSE+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ANGIOGENESIS-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • COAGULATION-0.300
  • COMPLEMENT-0.300

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
1SAMN03290941
melanoma-umap@29
0.973
2SAMN03290933
melanoma-umap@29
0.930
349319954-0844-4fbc-a931-df0e4cdbcb14
melanoma-umap@29
0.912
413649cf2-1dc4-408f-9063-31a2b9bb7157
colon-landscapes@1
0.910
5SRR1516049
bladder-landscape@3
0.890
60A4681EC-A57A-45CD-BB97-3E90A8CDECDD
brain-umap@2
0.889
7DRR168570
bladder-landscape@3
0.887
8TCGA-22-4591-01A-01R-1201-07
lung-landscapes@6
cohortSQ10.886
9TCGA-B6-A0WV-01A-11R-A109-07
breast-umap@18
B0.883
10MDT-AP-1214
medullo-epn-umap@date-based
MedMedulloblastoma0.878

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.500Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
PEROXISOME0.100Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered