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

R76

84c65fbe-e23a-5043-b1c9-c17ac5fdefee

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
6
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

  • KRAS_SIGNALING_DN+0.280
  • WNT_BETA_CATENIN_SIGNALING+0.240
  • P53_PATHWAY+0.200
  • MYOGENESIS+0.190
  • TNFA_SIGNALING_VIA_NFKB+0.110
  • APICAL_JUNCTION+0.100
  • COAGULATION+0.080
  • ESTROGEN_RESPONSE_EARLY+0.060
  • ANGIOGENESIS+0.040
  • APICAL_SURFACE+0.040

Top 10 suppressed

  • G2M_CHECKPOINT-0.600
  • E2F_TARGETS-0.570
  • PROTEIN_SECRETION-0.520
  • MYC_TARGETS_V1-0.490
  • MITOTIC_SPINDLE-0.430
  • ALLOGRAFT_REJECTION-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • ANDROGEN_RESPONSE-0.380
  • OXIDATIVE_PHOSPHORYLATION-0.360
  • MTORC1_SIGNALING-0.350

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-D8-A3Z5-01A-41R-A24H-07
breast-umap@18
A0.910
2SRR12202483
bladder-landscape@3
0.909
3TCGA-W8-A86G-01A-21R-A36F-07
breast-umap@18
A0.898
4TCGA-A7-A426-01A-22R-A24H-07
breast-umap@18
A0.866
5TCGA-E7-A4XJ-01A-11R-A26T-07
bladder-landscape@3
0.862
6TCGA-E2-A14U-01A-11R-A22K-07
breast-umap@18
A0.859
7R71
bladder-landscape@3
0.857
8MNG656
mng-umap@100
0.857
9SRR5088900
melanoma-umap@29
0.844
10MDT-AP-1167
medullo-epn-umap@date-based
MedMedulloblastoma0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.280Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.110Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
COAGULATION0.080Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.060Inavolisib— uncovered
ANGIOGENESIS0.040Remibrutinib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered