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

B4E10042-052D-4DC4-BC94-FF1D5D4632C0

990e65dd-ca9a-5fe7-8aa5-547e7af10ad5

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
20.69645203679369
age_years
35
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+0.852
  • INTERFERON_GAMMA_RESPONSE+0.728
  • ALLOGRAFT_REJECTION+0.514
  • IL6_JAK_STAT3_SIGNALING+0.510
  • NOTCH_SIGNALING+0.484
  • MYC_TARGETS_V1+0.474
  • PROTEIN_SECRETION+0.468
  • UNFOLDED_PROTEIN_RESPONSE+0.452
  • TGF_BETA_SIGNALING+0.393
  • DNA_REPAIR+0.377

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.365
  • PANCREAS_BETA_CELLS-0.363
  • SPERMATOGENESIS-0.349
  • MYOGENESIS-0.250
  • ESTROGEN_RESPONSE_EARLY-0.127
  • ANGIOGENESIS-0.111
  • ESTROGEN_RESPONSE_LATE-0.111
  • BILE_ACID_METABOLISM-0.048
  • HYPOXIA-0.042
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.026

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
1SRR934940
brain-umap@2
0.947
2AD62B8A4-6AB8-4C99-80F5-98A1C085027D
brain-umap@2
0.944
3SRR934946
brain-umap@2
0.936
49ECB653A-A04F-457C-92FC-D13424511A47
brain-umap@2
0.936
5896B5096-D888-4DC3-9C70-152BDE083E26
brain-umap@2
0.935
64942E435-61E6-4A43-B031-4E08F0B41186
brain-umap@2
0.932
76292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.931
84880B586-BA92-48B2-A233-5C245D2E31C0
brain-umap@2
0.927
9C8955D29-D8EE-4F68-AEAC-CE1B838B22BF
brain-umap@2
0.925
1057AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.922

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.852Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.728Idelalisib— uncovered
ALLOGRAFT_REJECTION0.514Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.510Inavolisib— uncovered
NOTCH_SIGNALING0.484Inavolisib— uncovered
MYC_TARGETS_V10.474Inavolisib— uncovered
PROTEIN_SECRETION0.468Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.452Idelalisib— uncovered
TGF_BETA_SIGNALING0.393Inavolisib— uncovered
DNA_REPAIR0.377Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.375Idelalisib— uncovered
MYC_TARGETS_V20.357Idelalisib— uncovered
APOPTOSIS0.352Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.342Inavolisib— uncovered
COMPLEMENT0.336Inavolisib— uncovered
MTORC1_SIGNALING0.327Inavolisib— uncovered
G2M_CHECKPOINT0.306Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.293Inavolisib— uncovered
ANDROGEN_RESPONSE0.291Inavolisib— uncovered
IL2_STAT5_SIGNALING0.289Idelalisib— uncovered