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

  • PROTEIN_SECRETION+0.400
  • ANGIOGENESIS+0.100
  • BILE_ACID_METABOLISM+0.100
  • ESTROGEN_RESPONSE_EARLY+0.100
  • HEME_METABOLISM+0.100
  • MITOTIC_SPINDLE+0.100
  • P53_PATHWAY+0.100
  • PEROXISOME+0.100
  • ANDROGEN_RESPONSE+0.000
  • APICAL_JUNCTION+0.000

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • MYC_TARGETS_V2-0.500
  • E2F_TARGETS-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • COMPLEMENT-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • G2M_CHECKPOINT-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
1SRR12475149
colon-landscapes@1
0.816
2TCGA-D8-A27P-01A-11R-A16F-07
breast-umap@18
B0.807
3SRR1516046
bladder-landscape@3
0.803
4TCGA-D8-A1XC-01A-11R-A14D-07
breast-umap@18
B0.803
5MNG620
mng-umap@100
0.794
68c7c9bb7-76e0-480c-a0de-bbf48fa398f4
melanoma-umap@29
0.793
7SRR1516060
bladder-landscape@3
0.791
820030017.LumA
breast-umap@18
B0.789
9MDT-AP-0180
medullo-epn-umap@date-based
MedMedulloblastoma0.788
10TCGA-A7-A13G-01A-11R-A13Q-07
breast-umap@18
D0.788

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.400Remibrutinib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PEROXISOME0.100Idelalisib— uncovered