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

4F09B010-97EC-4792-BF5A-42E9EF55894D

0a5d9472-7837-5558-b0c9-b1764752fa32

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
88.0749014454665
age_years
38
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_V1+0.580
  • OXIDATIVE_PHOSPHORYLATION+0.542
  • E2F_TARGETS+0.492
  • DNA_REPAIR+0.479
  • ALLOGRAFT_REJECTION+0.443
  • MYC_TARGETS_V2+0.434
  • IL6_JAK_STAT3_SIGNALING+0.364
  • COAGULATION+0.357
  • PANCREAS_BETA_CELLS+0.356
  • G2M_CHECKPOINT+0.347

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.384
  • UV_RESPONSE_DN-0.379
  • MITOTIC_SPINDLE-0.360
  • ESTROGEN_RESPONSE_EARLY-0.314
  • KRAS_SIGNALING_DN-0.261
  • MYOGENESIS-0.256
  • ANDROGEN_RESPONSE-0.210
  • APICAL_JUNCTION-0.209
  • APICAL_SURFACE-0.163
  • WNT_BETA_CATENIN_SIGNALING-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
1DB8DD33B-34B6-4F4B-AD87-D666899A26BC
brain-umap@2
0.947
2F2EB65DD-59F7-4C1F-8D92-0DCF439FF41A
brain-umap@2
0.945
3A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.935
4E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.910
59E5B5D00-45A2-48A9-9F57-0B4AAE9E4E25
brain-umap@2
0.907
6060C8F0B-DAB8-43DB-80C9-3404AFCC0B7D
brain-umap@2
0.902
7AE67DBFD-0DD0-4F86-A19F-D4789F585A2E
brain-umap@2
0.894
827875588-7C41-49BB-A4C0-A66D72A12499
brain-umap@2
0.893
9FFECD0E9-70C2-44BD-B0B4-E8C4B60B793A
brain-umap@2
0.892
10BDBF3ACE-7DC0-47C1-9B03-E2EDCF0B6CE6
brain-umap@2
0.891

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
MYC_TARGETS_V10.580Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.542Remibrutinib— uncovered
E2F_TARGETS0.492Inavolisib— uncovered
DNA_REPAIR0.479Idelalisib— uncovered
ALLOGRAFT_REJECTION0.443Idelalisib— uncovered
MYC_TARGETS_V20.434Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.364Inavolisib— uncovered
COAGULATION0.357Binimetinib— uncovered
PANCREAS_BETA_CELLS0.356Cobimetinib— uncovered
G2M_CHECKPOINT0.347Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.345Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.342Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
COMPLEMENT0.332Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
MTORC1_SIGNALING0.293Inavolisib— uncovered
APOPTOSIS0.283Idelalisib— uncovered
GLYCOLYSIS0.277Inavolisib— uncovered
ADIPOGENESIS0.262Inavolisib— uncovered
ANGIOGENESIS0.243Remibrutinib— uncovered