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

R21

bca0a7b1-3ab7-5f23-96cb-a41601d1ba6b

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
62
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.570
  • ANGIOGENESIS+0.420
  • INTERFERON_ALPHA_RESPONSE+0.220
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • E2F_TARGETS+0.190
  • MYC_TARGETS_V1+0.180
  • WNT_BETA_CATENIN_SIGNALING+0.170
  • ADIPOGENESIS+0.160
  • APICAL_SURFACE+0.160
  • UNFOLDED_PROTEIN_RESPONSE+0.140

Top 10 suppressed

  • PROTEIN_SECRETION-0.390
  • ALLOGRAFT_REJECTION-0.360
  • IL6_JAK_STAT3_SIGNALING-0.330
  • KRAS_SIGNALING_UP-0.330
  • ANDROGEN_RESPONSE-0.280
  • UV_RESPONSE_DN-0.250
  • COMPLEMENT-0.220
  • HEME_METABOLISM-0.200
  • MITOTIC_SPINDLE-0.200
  • TNFA_SIGNALING_VIA_NFKB-0.200

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
1BS_4D9DD103
medullo-epn-umap@date-based
MedMedulloblastoma0.735
206114a88-396c-4815-8949-910e46345e47
colon-landscapes@1
0.715
3SRR12475170
colon-landscapes@1
0.713
4SJEPD032_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.710
5BS_K3ER45RV
medullo-epn-umap@date-based
MedMedulloblastoma0.710
6689c3b5e-8bff-45d0-8165-b4b0e6dbf910
melanoma-umap@29
0.695
743c87798-5762-42c1-b7d8-47fc126fc2d3
melanoma-umap@29
0.691
8SRR12475106
colon-landscapes@1
0.687
9R1
bladder-landscape@3
0.682
10AUR-AF95-TTM1-A-1-1-R-A742-41
breast-umap@18
E0.680

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
MYC_TARGETS_V20.570Idelalisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
MYC_TARGETS_V10.180Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.140Inavolisib— uncovered
DNA_REPAIR0.130Idelalisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.110Remibrutinib— uncovered
PEROXISOME0.110Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered