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

030CF1C8-2006-4620-B6BE-68A2CC2A0F05

acd0df0a-5e79-5cc9-a7f6-cf56515bd389

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
overall_survival_months
46.846254927726676
age_years
36
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.361
  • MYC_TARGETS_V1+0.358
  • TGF_BETA_SIGNALING+0.348
  • MYC_TARGETS_V2+0.298
  • G2M_CHECKPOINT+0.296
  • NOTCH_SIGNALING+0.275
  • DNA_REPAIR+0.234
  • E2F_TARGETS+0.225
  • IL6_JAK_STAT3_SIGNALING+0.181
  • UNFOLDED_PROTEIN_RESPONSE+0.165

Top 10 suppressed

  • MYOGENESIS-0.371
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.307
  • OXIDATIVE_PHOSPHORYLATION-0.280
  • KRAS_SIGNALING_DN-0.262
  • MTORC1_SIGNALING-0.250
  • FATTY_ACID_METABOLISM-0.240
  • BILE_ACID_METABOLISM-0.214
  • UV_RESPONSE_UP-0.201
  • ADIPOGENESIS-0.198
  • CHOLESTEROL_HOMEOSTASIS-0.182

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR934988
brain-umap@2
0.817
21AF24109-5FE4-4868-ADB9-5DFDB57BCA0F
brain-umap@2
0.816
33AD94D09-83F9-4E15-946F-1123E468F582
brain-umap@2
0.813
43CFE193B-09B3-4038-AA66-156BEEA28DDC
brain-umap@2
0.805
5SRR934806
brain-umap@2
0.797
68B2B5542-3E54-4643-BB57-0BEFCF89A16B
brain-umap@2
0.793
7SRR934847
brain-umap@2
0.787
8694B3BE3-104F-4D90-8733-4E99230EFAC6
brain-umap@2
0.786
9D902E43A-F384-432A-B690-D20BFCC78443
brain-umap@2
0.773
10SRR934900
brain-umap@2
0.772

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
WNT_BETA_CATENIN_SIGNALING0.361Inavolisib— uncovered
MYC_TARGETS_V10.358Inavolisib— uncovered
TGF_BETA_SIGNALING0.348Inavolisib— uncovered
MYC_TARGETS_V20.298Idelalisib— uncovered
G2M_CHECKPOINT0.296Inavolisib— uncovered
NOTCH_SIGNALING0.275Inavolisib— uncovered
DNA_REPAIR0.234Idelalisib— uncovered
E2F_TARGETS0.225Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.181Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.165Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.157Inavolisib— uncovered
MITOTIC_SPINDLE0.154Inavolisib— uncovered
APOPTOSIS0.124Idelalisib— uncovered
HEDGEHOG_SIGNALING0.102Inavolisib— uncovered
ANGIOGENESIS0.098Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.095Idelalisib— uncovered
UV_RESPONSE_DN0.022Inavolisib— uncovered
PROTEIN_SECRETION0.008Remibrutinib— uncovered
P53_PATHWAY0.004Idelalisib— uncovered
KRAS_SIGNALING_UP0.003Inavolisib— uncovered