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

SAMN03290941

2139ad25-8618-5116-a177-71334f93942a

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

  • OXIDATIVE_PHOSPHORYLATION+0.600
  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.400
  • FATTY_ACID_METABOLISM+0.300
  • MITOTIC_SPINDLE+0.300
  • MYC_TARGETS_V1+0.300
  • PROTEIN_SECRETION+0.300
  • ADIPOGENESIS+0.200
  • DNA_REPAIR+0.200
  • MTORC1_SIGNALING+0.200

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.600
  • ALLOGRAFT_REJECTION-0.500
  • ANGIOGENESIS-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • KRAS_SIGNALING_UP-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • APICAL_JUNCTION-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
1SAMN03290953
melanoma-umap@29
0.973
2SAMN03290933
melanoma-umap@29
0.937
3MDT-AP-1214
medullo-epn-umap@date-based
MedMedulloblastoma0.903
449319954-0844-4fbc-a931-df0e4cdbcb14
melanoma-umap@29
0.900
5TCGA-B6-A0X5-01A-21R-A109-07
breast-umap@18
B0.898
6f8d9864e-e148-4e60-9d9d-3df2897050cd
colon-landscapes@1
0.894
764935b9c-623d-40d4-bd89-f2af006b1f92
colon-landscapes@1
0.885
8AUR-AERX-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.883
913649cf2-1dc4-408f-9063-31a2b9bb7157
colon-landscapes@1
0.882
10SRR23303743
bladder-landscape@3
0.882

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.600Remibrutinib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
FATTY_ACID_METABOLISM0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— 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