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

R374

c8b00d70-375f-5119-b448-d3c9cd46ef81

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
100
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

  • PROTEIN_SECRETION+0.360
  • P53_PATHWAY+0.340
  • ANDROGEN_RESPONSE+0.320
  • INTERFERON_ALPHA_RESPONSE+0.290
  • ADIPOGENESIS+0.280
  • MITOTIC_SPINDLE+0.270
  • ESTROGEN_RESPONSE_EARLY+0.260
  • ANGIOGENESIS+0.230
  • INTERFERON_GAMMA_RESPONSE+0.230
  • TGF_BETA_SIGNALING+0.230

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.330
  • SPERMATOGENESIS-0.260
  • KRAS_SIGNALING_DN-0.210
  • E2F_TARGETS-0.170
  • G2M_CHECKPOINT-0.100
  • HEDGEHOG_SIGNALING-0.080
  • MYOGENESIS-0.030
  • BILE_ACID_METABOLISM-0.020
  • ALLOGRAFT_REJECTION-0.010
  • HYPOXIA+0.000

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_CQEETJ66
brain-umap@2
Schwannoma0.826
2DACCA07A-8F2C-40C5-B8AD-73805E408D85
brain-umap@2
0.824
39A593453-3B4C-4557-84BF-E9E902AA0F3F
brain-umap@2
0.823
40F8847C7-545C-4C3C-B3D0-0681C9480712
brain-umap@2
0.821
5B5DE434D-6630-4E7E-BA91-6DAC5E2608D3
brain-umap@2
0.819
63E605854-CC65-4951-8EDB-235FD21FD71F
brain-umap@2
0.805
7BS_JK0VPG1T
brain-umap@2
Schwannoma0.804
8MNG928
mng-umap@100
0.798
9034EEEB2-4BB6-4C72-A63A-C2012C43B4D7
brain-umap@2
0.794
10SRR934729
brain-umap@2
0.792

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.360Remibrutinib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
ADIPOGENESIS0.280Inavolisib— uncovered
MITOTIC_SPINDLE0.270Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.260Inavolisib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.230Idelalisib— uncovered
TGF_BETA_SIGNALING0.230Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.180Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered