Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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SAMN03290898

3b29408c-32a8-5f66-b9ba-cac53dfac32c

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+0.400
  • G2M_CHECKPOINT+0.300
  • MYC_TARGETS_V2+0.200
  • PROTEIN_SECRETION+0.200
  • MITOTIC_SPINDLE+0.100
  • MYC_TARGETS_V1+0.100
  • SPERMATOGENESIS+0.100
  • OXIDATIVE_PHOSPHORYLATION+0.000
  • UNFOLDED_PROTEIN_RESPONSE+0.000
  • ANDROGEN_RESPONSE-0.100

Top 10 suppressed

  • ANGIOGENESIS-0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.600
  • TGF_BETA_SIGNALING-0.500
  • TNFA_SIGNALING_VIA_NFKB-0.500
  • APICAL_JUNCTION-0.400
  • COAGULATION-0.400
  • COMPLEMENT-0.400
  • HYPOXIA-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_2A5R9MEJ
brain-umap@2
high-grade glioma0.913
2ERR2208947
melanoma-umap@29
0.913
37cd1f8af-7c1d-4a56-a617-b8debf493122
melanoma-umap@29
0.912
4s_150324_3b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.910
5SRR1313143
breast-umap@18
E0.906
6SRR655864
brain-umap@2
GTEX0.905
7R160
bladder-landscape@3
0.904
8SRR661290
brain-umap@2
GTEX0.904
9SRR975551
colon-landscapes@1
0.900
1024975492-6b9f-445b-9f6b-daee2f8363d3
colon-landscapes@1
0.899

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered