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

C9C70D33-C09B-4F7E-8F12-FDE51817038A

ffd4b80b-437d-5b64-8f66-03d2593b7988

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
20.006570302233904
age_years
44
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

  • DNA_REPAIR+0.418
  • INTERFERON_ALPHA_RESPONSE+0.367
  • MYC_TARGETS_V2+0.365
  • OXIDATIVE_PHOSPHORYLATION+0.354
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.352
  • INTERFERON_GAMMA_RESPONSE+0.316
  • MYC_TARGETS_V1+0.284
  • ALLOGRAFT_REJECTION+0.278
  • NOTCH_SIGNALING+0.266
  • ADIPOGENESIS+0.253

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.374
  • UV_RESPONSE_DN-0.351
  • MITOTIC_SPINDLE-0.271
  • SPERMATOGENESIS-0.214
  • G2M_CHECKPOINT-0.208
  • ESTROGEN_RESPONSE_EARLY-0.194
  • KRAS_SIGNALING_DN-0.190
  • PANCREAS_BETA_CELLS-0.186
  • ANDROGEN_RESPONSE-0.138
  • PROTEIN_SECRETION-0.120

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
146C5EF69-5EAF-4FBA-BE47-28A8E7F3D9A2
brain-umap@2
0.899
277907EB2-E529-4633-A580-C6DD7993A704
brain-umap@2
0.846
331550B35-DA39-4294-8368-811A412B2E3A
brain-umap@2
0.814
4cddceb59-733b-48d1-9b75-46c9949f7794
colon-landscapes@1
0.811
5MNG520
mng-umap@100
0.803
6E775874C-4CE0-4D23-8CF0-7A3D72A84DD9
brain-umap@2
0.797
7a8cd01e2-f7f4-487c-8cde-4fcf21bfe0e7
colon-landscapes@1
0.788
8TCGA-BA-A6DD-01A-12R-A31N-07
head-neck@1
0.787
9TCGA-UF-A7JT-01A-11R-A34R-07
head-neck@1
0.782
10bc895549-854b-484f-8a6d-9e5152829bcb
colon-landscapes@1
0.778

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.418Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.367Inavolisib— uncovered
MYC_TARGETS_V20.365Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.354Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.352Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.316Idelalisib— uncovered
MYC_TARGETS_V10.284Inavolisib— uncovered
ALLOGRAFT_REJECTION0.278Idelalisib— uncovered
NOTCH_SIGNALING0.266Inavolisib— uncovered
ADIPOGENESIS0.253Inavolisib— uncovered
COAGULATION0.252Binimetinib— uncovered
APOPTOSIS0.223Idelalisib— uncovered
COMPLEMENT0.205Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.202Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.126Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.126Idelalisib— uncovered
BILE_ACID_METABOLISM0.124Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.121Inavolisib— uncovered
P53_PATHWAY0.119Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.115Idelalisib— uncovered