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

D42E39B0-7962-4880-A182-4596DB01B202

9e875412-e771-5bd4-97b7-d45d63caf7e1

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
16.4257555847569
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

  • MYC_TARGETS_V2+0.527
  • DNA_REPAIR+0.491
  • MYC_TARGETS_V1+0.491
  • OXIDATIVE_PHOSPHORYLATION+0.418
  • NOTCH_SIGNALING+0.333
  • CHOLESTEROL_HOMEOSTASIS+0.317
  • WNT_BETA_CATENIN_SIGNALING+0.302
  • INTERFERON_ALPHA_RESPONSE+0.252
  • E2F_TARGETS+0.248
  • PANCREAS_BETA_CELLS+0.194

Top 10 suppressed

  • UV_RESPONSE_DN-0.376
  • PROTEIN_SECRETION-0.290
  • MITOTIC_SPINDLE-0.287
  • ANDROGEN_RESPONSE-0.271
  • KRAS_SIGNALING_DN-0.269
  • TGF_BETA_SIGNALING-0.263
  • TNFA_SIGNALING_VIA_NFKB-0.221
  • ESTROGEN_RESPONSE_EARLY-0.154
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.149
  • HYPOXIA-0.146

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
1DEACC29A-6DEF-4728-AFEB-15D7BDA850CA
brain-umap@2
0.873
2F9FA52F2-BD53-4CE8-B227-5936AE06B76A
brain-umap@2
0.857
3CA985B0C-E8F9-4682-ABAF-A0E482F7DF72
brain-umap@2
0.832
4FD76D38B-2A54-4F1A-B7C0-EF268F9D9A0E
brain-umap@2
0.831
5381221D6-D0E6-47B3-AB59-468AE2A5FC0A
brain-umap@2
0.819
6152AC0F4-B49F-49AE-BF76-45C70CA3FF7F
brain-umap@2
0.806
79FCC850A-554E-4E56-95BA-F7F5CF0D5012
brain-umap@2
0.766
846C5EF69-5EAF-4FBA-BE47-28A8E7F3D9A2
brain-umap@2
0.761
9MNG602
mng-umap@100
0.754
10SRR11296846
colon-landscapes@1
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.527Idelalisib— uncovered
DNA_REPAIR0.491Idelalisib— uncovered
MYC_TARGETS_V10.491Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.418Remibrutinib— uncovered
NOTCH_SIGNALING0.333Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.317Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.302Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.252Inavolisib— uncovered
E2F_TARGETS0.248Inavolisib— uncovered
PANCREAS_BETA_CELLS0.194Cobimetinib— uncovered
ADIPOGENESIS0.188Inavolisib— uncovered
ANGIOGENESIS0.184Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.178Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.175Inavolisib— uncovered
ALLOGRAFT_REJECTION0.171Idelalisib— uncovered
MTORC1_SIGNALING0.168Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.146Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.134Idelalisib— uncovered
P53_PATHWAY0.127Idelalisib— uncovered
FATTY_ACID_METABOLISM0.117Inavolisib— uncovered