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

bd926132-883f-4056-b4a5-7dc0f54f3618

0bc1f244-34bb-52e8-ad80-5fa25fa89735

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • GLYCOLYSIS+0.400
  • ESTROGEN_RESPONSE_EARLY+0.300
  • MYC_TARGETS_V2+0.300
  • PEROXISOME+0.300
  • XENOBIOTIC_METABOLISM+0.300
  • ADIPOGENESIS+0.200
  • APICAL_JUNCTION+0.200
  • APICAL_SURFACE+0.200
  • BILE_ACID_METABOLISM+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.300
  • E2F_TARGETS-0.300
  • G2M_CHECKPOINT-0.300
  • INTERFERON_ALPHA_RESPONSE-0.300
  • INTERFERON_GAMMA_RESPONSE-0.300
  • IL6_JAK_STAT3_SIGNALING-0.200
  • INFLAMMATORY_RESPONSE-0.200
  • MYC_TARGETS_V1-0.200
  • UV_RESPONSE_DN-0.200
  • ANDROGEN_RESPONSE-0.100

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1f0f41799-29e8-43f9-b357-722df163e963
melanoma-umap@29
0.803
259364db9-7bf7-4a15-9798-8e3886078012
melanoma-umap@29
0.803
3MNG384
mng-umap@100
0.774
4SRR8613741
breast-umap@18
F0.764
5MNG965
mng-umap@100
0.751
6299f36bd-d9fd-41f5-8a29-3382e147a14f
colon-landscapes@1
0.745
7290b89f5-2a44-424b-b77d-a190dcb93e07
colon-landscapes@1
0.743
8SRR8613710
breast-umap@18
F0.742
9MNG754
mng-umap@100
0.737
10TCGA-OR-A5J3-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.734

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
GLYCOLYSIS0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
PEROXISOME0.300Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered