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

060C8F0B-DAB8-43DB-80C9-3404AFCC0B7D

90c8a16d-8898-5e3b-b794-defd8962939b

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
37
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_V1+0.557
  • E2F_TARGETS+0.529
  • MYC_TARGETS_V2+0.486
  • OXIDATIVE_PHOSPHORYLATION+0.467
  • DNA_REPAIR+0.464
  • G2M_CHECKPOINT+0.431
  • ALLOGRAFT_REJECTION+0.373
  • INTERFERON_ALPHA_RESPONSE+0.343
  • PANCREAS_BETA_CELLS+0.318
  • INTERFERON_GAMMA_RESPONSE+0.290

Top 10 suppressed

  • UV_RESPONSE_DN-0.310
  • KRAS_SIGNALING_DN-0.193
  • ESTROGEN_RESPONSE_EARLY-0.167
  • HEDGEHOG_SIGNALING-0.160
  • TGF_BETA_SIGNALING-0.156
  • MYOGENESIS-0.152
  • PI3K_AKT_MTOR_SIGNALING-0.151
  • BILE_ACID_METABOLISM-0.139
  • HEME_METABOLISM-0.136
  • MITOTIC_SPINDLE-0.127

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
1F2EB65DD-59F7-4C1F-8D92-0DCF439FF41A
brain-umap@2
0.911
24F09B010-97EC-4792-BF5A-42E9EF55894D
brain-umap@2
0.902
3E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.901
4381221D6-D0E6-47B3-AB59-468AE2A5FC0A
brain-umap@2
0.892
52E401C42-010F-4AFC-A362-B69426418626
brain-umap@2
0.876
6TCGA-CV-5966-01A-11R-1686-07
head-neck@1
0.872
7E24D233D-71BD-4EC2-A671-375917F24E5C
brain-umap@2
0.870
8E7BE221B-273D-4C04-BE79-366E6455EFBC
brain-umap@2
0.868
9A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.867
1077907EB2-E529-4633-A580-C6DD7993A704
brain-umap@2
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.557Inavolisib— uncovered
E2F_TARGETS0.529Inavolisib— uncovered
MYC_TARGETS_V20.486Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.467Remibrutinib— uncovered
DNA_REPAIR0.464Idelalisib— uncovered
G2M_CHECKPOINT0.431Inavolisib— uncovered
ALLOGRAFT_REJECTION0.373Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.343Inavolisib— uncovered
PANCREAS_BETA_CELLS0.318Cobimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
ANGIOGENESIS0.286Remibrutinib— uncovered
P53_PATHWAY0.273Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.244Idelalisib— uncovered
UV_RESPONSE_UP0.236Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.232Remibrutinib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
MTORC1_SIGNALING0.228Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.226Idelalisib— uncovered
IL2_STAT5_SIGNALING0.207Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.207Inavolisib— uncovered