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

C1CCE12B-8892-49AB-8DF2-E5E280DEAE32

fc5d72ac-3111-5a0f-8c17-0f01b7c82d4f

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
16.52431011826544
age_years
28
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+0.525
  • INTERFERON_GAMMA_RESPONSE+0.515
  • PROTEIN_SECRETION+0.455
  • ALLOGRAFT_REJECTION+0.424
  • INFLAMMATORY_RESPONSE+0.412
  • TGF_BETA_SIGNALING+0.412
  • IL6_JAK_STAT3_SIGNALING+0.400
  • NOTCH_SIGNALING+0.400
  • COMPLEMENT+0.350
  • IL2_STAT5_SIGNALING+0.341

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.368
  • OXIDATIVE_PHOSPHORYLATION-0.273
  • MYOGENESIS-0.268
  • PANCREAS_BETA_CELLS-0.267
  • SPERMATOGENESIS-0.134
  • HEDGEHOG_SIGNALING-0.130
  • FATTY_ACID_METABOLISM-0.100
  • ESTROGEN_RESPONSE_LATE-0.070
  • UV_RESPONSE_UP-0.061
  • HYPOXIA-0.056

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
1738B9C39-A73F-4BD5-A8D4-3F75B9E14569
brain-umap@2
0.923
2SRR934833
brain-umap@2
0.903
3SRR934942
brain-umap@2
0.898
4SRR934832
brain-umap@2
0.898
5722B7A0F-BF34-4368-8CFF-944FCBC7DAC4
brain-umap@2
0.890
6SRR934940
brain-umap@2
0.889
7SRR934854
brain-umap@2
0.888
8SRR934807
brain-umap@2
0.888
9SRR934943
brain-umap@2
0.886
10E5FB107A-9555-419F-84BF-2A59873104B9
brain-umap@2
0.884

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_RESPONSE0.525Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.515Idelalisib— uncovered
PROTEIN_SECRETION0.455Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.424Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.412Idelalisib— uncovered
TGF_BETA_SIGNALING0.412Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
NOTCH_SIGNALING0.400Inavolisib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
IL2_STAT5_SIGNALING0.341Idelalisib— uncovered
APOPTOSIS0.296Idelalisib— uncovered
MITOTIC_SPINDLE0.266Inavolisib— uncovered
BILE_ACID_METABOLISM0.247Inavolisib— uncovered
ANDROGEN_RESPONSE0.239Inavolisib— uncovered
UV_RESPONSE_DN0.230Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.213Inavolisib— uncovered
KRAS_SIGNALING_UP0.212Inavolisib— uncovered
HEME_METABOLISM0.203Temsirolimus— uncovered
DNA_REPAIR0.176Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered