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

B9E0623C-E3AC-4B2B-983E-C2246AD0DB00

b9e49ed2-bd62-5ae4-8a45-9a2e6d4814c4

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
75.19710906701708
age_years
58
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

  • MYC_TARGETS_V2+0.588
  • MYC_TARGETS_V1+0.488
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • E2F_TARGETS+0.375
  • DNA_REPAIR+0.355
  • G2M_CHECKPOINT+0.332
  • CHOLESTEROL_HOMEOSTASIS+0.330
  • UNFOLDED_PROTEIN_RESPONSE+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.265
  • PROTEIN_SECRETION+0.256

Top 10 suppressed

  • ANGIOGENESIS-0.455
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.335
  • IL6_JAK_STAT3_SIGNALING-0.295
  • KRAS_SIGNALING_DN-0.283
  • MYOGENESIS-0.277
  • INFLAMMATORY_RESPONSE-0.259
  • COAGULATION-0.250
  • TNFA_SIGNALING_VIA_NFKB-0.235
  • INTERFERON_GAMMA_RESPONSE-0.226
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.211

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
193B9C99A-08DD-4F78-9CF5-C59A01605C9D
brain-umap@2
0.918
22C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.912
3C3818F8D-4E33-40AA-8863-E1CD71505597
brain-umap@2
0.902
41C94EA93-563D-4F65-B857-85EF91127874
brain-umap@2
0.901
52CF24C43-7C9D-4395-8C82-5A80361F9980
brain-umap@2
0.897
62482156E-29A8-4B6B-91BD-219EAC9229B5
brain-umap@2
0.894
76EE50ED0-9F0E-4393-B165-257D5C03F221
brain-umap@2
0.893
85F991EDF-3871-4111-9A04-BF6CA02648CA
brain-umap@2
0.884
910FB7E59-9D71-4AB9-8D06-9CFD2304D1BC
brain-umap@2
0.882
10208643FA-0388-44A3-8131-B41AC280107C
brain-umap@2
0.882

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_V20.588Idelalisib— uncovered
MYC_TARGETS_V10.488Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
E2F_TARGETS0.375Inavolisib— uncovered
DNA_REPAIR0.355Idelalisib— uncovered
G2M_CHECKPOINT0.332Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.330Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.265Inavolisib— uncovered
PROTEIN_SECRETION0.256Remibrutinib— uncovered
ANDROGEN_RESPONSE0.231Inavolisib— uncovered
ADIPOGENESIS0.212Inavolisib— uncovered
MTORC1_SIGNALING0.212Inavolisib— uncovered
MITOTIC_SPINDLE0.209Inavolisib— uncovered
NOTCH_SIGNALING0.181Inavolisib— uncovered
HEDGEHOG_SIGNALING0.179Inavolisib— uncovered
P53_PATHWAY0.168Idelalisib— uncovered
FATTY_ACID_METABOLISM0.155Inavolisib— uncovered
UV_RESPONSE_UP0.127Idelalisib— uncovered
GLYCOLYSIS0.113Inavolisib— uncovered