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

R237

b7f2cebf-59a9-53c3-905a-4ec00503f36d

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
25
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

  • INTERFERON_ALPHA_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.460
  • INTERFERON_GAMMA_RESPONSE+0.450
  • INFLAMMATORY_RESPONSE+0.310
  • COMPLEMENT+0.290
  • E2F_TARGETS+0.270
  • IL2_STAT5_SIGNALING+0.260
  • IL6_JAK_STAT3_SIGNALING+0.260
  • APOPTOSIS+0.250
  • MITOTIC_SPINDLE+0.240

Top 10 suppressed

  • PROTEIN_SECRETION-0.370
  • TGF_BETA_SIGNALING-0.350
  • ANDROGEN_RESPONSE-0.220
  • ANGIOGENESIS-0.220
  • UV_RESPONSE_DN-0.170
  • KRAS_SIGNALING_DN-0.110
  • APICAL_SURFACE-0.100
  • UNFOLDED_PROTEIN_RESPONSE-0.100
  • GLYCOLYSIS-0.090
  • ESTROGEN_RESPONSE_LATE-0.080

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
1TCGA-C8-A12V-01A-11R-A115-07
breast-umap@18
D0.772
2TCGA-E9-A3QA-01A-61R-A22K-07
breast-umap@18
D0.764
3TCGA-PL-A8LZ-01A-31R-A36F-07
breast-umap@18
D0.762
420030081.TNBC
breast-umap@18
D0.756
5TCGA-BH-A18V-06A-11R-A213-07
breast-umap@18
D0.747
6TCGA-A2-A04Q-01A-21R-A034-07
breast-umap@18
D0.744
720050099.TNBC
breast-umap@18
D0.742
8SRR5088821
melanoma-umap@29
0.732
9TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.731
1020080305.TNBC
breast-umap@18
D0.731

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
APOPTOSIS0.250Idelalisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
G2M_CHECKPOINT0.130Inavolisib— uncovered
NOTCH_SIGNALING0.130Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered