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

  • MITOTIC_SPINDLE+0.400
  • PROTEIN_SECRETION+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • ANDROGEN_RESPONSE+0.300
  • TGF_BETA_SIGNALING+0.300
  • G2M_CHECKPOINT+0.200
  • HEME_METABOLISM+0.200
  • INTERFERON_ALPHA_RESPONSE+0.200
  • INTERFERON_GAMMA_RESPONSE+0.200
  • MTORC1_SIGNALING+0.200

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.400
  • PANCREAS_BETA_CELLS-0.400
  • COAGULATION-0.300
  • HEDGEHOG_SIGNALING-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • APICAL_JUNCTION-0.200
  • MYOGENESIS-0.200
  • ALLOGRAFT_REJECTION-0.100
  • ANGIOGENESIS-0.100
  • APICAL_SURFACE-0.100

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD031137_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.732
2DRR168568
bladder-landscape@3
0.715
3SRR934795
brain-umap@2
0.712
4MDT-AP-3313
medullo-epn-umap@date-based
MedMedulloblastoma0.709
5MNG1027
mng-umap@100
0.705
6TCGA-44-2662-01A-01R-A278-07
lung-landscapes@6
cohortMD20.704
7SJEPD031138_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.698
8TCGA-78-7146-01A-11R-2039-07
lung-landscapes@6
cohortA10.694
9MBCproject_0107_T1_RNA
breast-umap@18
B0.691
10TCGA-AR-A24Z-01A-11R-A169-07
breast-umap@18
B0.686

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
MITOTIC_SPINDLE0.400Inavolisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.100Inavolisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered