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

722B7A0F-BF34-4368-8CFF-944FCBC7DAC4

b684e19c-4a2a-52a3-879e-be1d69bd9650

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
10.348226018396845
age_years
45
sex
Female

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+0.485
  • INTERFERON_GAMMA_RESPONSE+0.470
  • TNFA_SIGNALING_VIA_NFKB+0.446
  • ALLOGRAFT_REJECTION+0.390
  • APOPTOSIS+0.388
  • IL6_JAK_STAT3_SIGNALING+0.375
  • E2F_TARGETS+0.372
  • G2M_CHECKPOINT+0.366
  • TGF_BETA_SIGNALING+0.365
  • INFLAMMATORY_RESPONSE+0.359

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.347
  • KRAS_SIGNALING_DN-0.321
  • HEDGEHOG_SIGNALING-0.274
  • MYOGENESIS-0.185
  • SPERMATOGENESIS-0.144
  • APICAL_SURFACE-0.111
  • APICAL_JUNCTION-0.053
  • FATTY_ACID_METABOLISM-0.023
  • WNT_BETA_CATENIN_SIGNALING-0.012
  • ESTROGEN_RESPONSE_LATE+0.001

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
1SRR934942
brain-umap@2
0.931
2SRR934802
brain-umap@2
0.930
3738B9C39-A73F-4BD5-A8D4-3F75B9E14569
brain-umap@2
0.926
4SRR934871
brain-umap@2
0.926
55C40F9B6-4A54-4861-9DE5-8852BF4B13E7
brain-umap@2
0.925
6B7B8F0C1-3C67-4582-AF82-A3DCD0398DEC
brain-umap@2
0.925
7SRR934807
brain-umap@2
0.922
88730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.921
94942E435-61E6-4A43-B031-4E08F0B41186
brain-umap@2
0.921
10AD62B8A4-6AB8-4C99-80F5-98A1C085027D
brain-umap@2
0.919

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.485Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.446Inavolisib— uncovered
ALLOGRAFT_REJECTION0.390Idelalisib— uncovered
APOPTOSIS0.388Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.375Inavolisib— uncovered
E2F_TARGETS0.372Inavolisib— uncovered
G2M_CHECKPOINT0.366Inavolisib— uncovered
TGF_BETA_SIGNALING0.365Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.359Idelalisib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
PROTEIN_SECRETION0.349Remibrutinib— uncovered
MYC_TARGETS_V10.333Inavolisib— uncovered
IL2_STAT5_SIGNALING0.318Idelalisib— uncovered
P53_PATHWAY0.311Idelalisib— uncovered
MTORC1_SIGNALING0.287Inavolisib— uncovered
BILE_ACID_METABOLISM0.280Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.273Idelalisib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
NOTCH_SIGNALING0.254Inavolisib— uncovered