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

R24

9ed46427-591d-5988-baca-37f5af4cd7e6

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
7
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

  • ANGIOGENESIS+0.530
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • APICAL_SURFACE+0.360
  • HYPOXIA+0.330
  • KRAS_SIGNALING_DN+0.330
  • WNT_BETA_CATENIN_SIGNALING+0.330
  • COAGULATION+0.310
  • MYOGENESIS+0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • UV_RESPONSE_UP+0.250

Top 10 suppressed

  • PROTEIN_SECRETION-0.530
  • G2M_CHECKPOINT-0.350
  • PI3K_AKT_MTOR_SIGNALING-0.350
  • ANDROGEN_RESPONSE-0.310
  • E2F_TARGETS-0.290
  • MITOTIC_SPINDLE-0.290
  • UNFOLDED_PROTEIN_RESPONSE-0.290
  • DNA_REPAIR-0.250
  • UV_RESPONSE_DN-0.250
  • MTORC1_SIGNALING-0.220

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
1R236
bladder-landscape@3
0.863
2TCGA-85-A4JC-01A-11R-A24Z-07
lung-landscapes@6
cohortSQ10.849
3SRR493947
lung-landscapes@6
cohortA10.842
4BS_983Z6CA6
brain-umap@2
ATRT0.812
582992
medullo-epn-umap@date-based
EPNSupratentorial EPN0.811
6BS_5JM573JC
brain-umap@2
Ganglioglioma0.797
7TCGA-B6-A40B-01A-11R-A239-07
breast-umap@18
B0.797
816ab68fd-4948-4cd5-b5d8-1b2e8a1fd3cb
melanoma-umap@29
0.794
9TCGA-B6-A401-01A-11R-A239-07
breast-umap@18
B0.793
10SJEPD001517_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.792

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.530Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
APICAL_SURFACE0.360Temsirolimus— uncovered
HYPOXIA0.330Idelalisib— uncovered
KRAS_SIGNALING_DN0.330Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.330Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
MYOGENESIS0.290Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
UV_RESPONSE_UP0.250Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.220Inavolisib— uncovered
APOPTOSIS0.210Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
KRAS_SIGNALING_UP0.160Inavolisib— uncovered