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

R17

ae754f71-c362-5e5b-8315-0e7e1b39a9e1

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
67
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

  • ALLOGRAFT_REJECTION+0.380
  • INTERFERON_GAMMA_RESPONSE+0.370
  • INFLAMMATORY_RESPONSE+0.360
  • IL6_JAK_STAT3_SIGNALING+0.340
  • INTERFERON_ALPHA_RESPONSE+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.240
  • IL2_STAT5_SIGNALING+0.210
  • CHOLESTEROL_HOMEOSTASIS+0.150
  • DNA_REPAIR+0.150
  • E2F_TARGETS+0.140

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.360
  • MYC_TARGETS_V1-0.340
  • ANGIOGENESIS-0.320
  • TGF_BETA_SIGNALING-0.290
  • MYC_TARGETS_V2-0.260
  • UV_RESPONSE_DN-0.260
  • P53_PATHWAY-0.230
  • PROTEIN_SECRETION-0.220
  • COAGULATION-0.190
  • NOTCH_SIGNALING-0.180

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
1SRR2712420
melanoma-umap@29
0.800
25566453e-df41-4aab-8dd0-825efbece954
melanoma-umap@29
0.792
3s0122145
melanoma-umap@29
0.781
41692105e-13d3-45ca-ab70-e6aed396c8c0
colon-landscapes@1
0.772
5TCGA-S3-AA17-01A-11R-A41B-07
breast-umap@18
D0.771
6ERR2208913
melanoma-umap@29
0.771
7TCGA-A8-A08I-01A-11R-A00Z-07
breast-umap@18
C0.767
81f57edd1-3bc9-4eaf-8045-8984d5c7f148
melanoma-umap@29
0.760
9b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.759
10ERR2208965
melanoma-umap@29
0.757

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
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.240Inavolisib— uncovered
IL2_STAT5_SIGNALING0.210Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered
COMPLEMENT0.130Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.060Idelalisib— uncovered
FATTY_ACID_METABOLISM0.050Inavolisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered
MITOTIC_SPINDLE0.050Inavolisib— uncovered
APOPTOSIS0.040Idelalisib— uncovered
BILE_ACID_METABOLISM0.020Inavolisib— uncovered
GLYCOLYSIS0.010Inavolisib— uncovered