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

65F93AB7-AA99-49B5-8D59-7D0DE9CA9E34

f29dae7c-ac66-56e6-9d92-72c635cdb23a

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
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

  • IL6_JAK_STAT3_SIGNALING+0.591
  • MYC_TARGETS_V1+0.588
  • ANGIOGENESIS+0.573
  • E2F_TARGETS+0.570
  • TNFA_SIGNALING_VIA_NFKB+0.532
  • MYC_TARGETS_V2+0.525
  • G2M_CHECKPOINT+0.521
  • DNA_REPAIR+0.498
  • INFLAMMATORY_RESPONSE+0.498
  • UNFOLDED_PROTEIN_RESPONSE+0.496

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.478
  • SPERMATOGENESIS-0.316
  • PANCREAS_BETA_CELLS-0.218
  • MYOGENESIS-0.140
  • BILE_ACID_METABOLISM-0.105
  • ESTROGEN_RESPONSE_EARLY-0.008
  • HEDGEHOG_SIGNALING+0.001
  • ESTROGEN_RESPONSE_LATE+0.022
  • HEME_METABOLISM+0.026
  • APICAL_SURFACE+0.104

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
10E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.981
2A678E1E5-E02D-49A1-BB2B-C91A60E6382E
brain-umap@2
0.980
366FF1C46-83F0-4EEC-9871-448C8C7EA3AE
brain-umap@2
0.979
430D8578D-0B48-4D03-9E39-6425494ECD5C
brain-umap@2
0.979
5795FBB8C-0E74-477F-AA27-1CE97A4E90B9
brain-umap@2
0.976
6SRR934965
brain-umap@2
0.976
72B311620-94F3-4B53-B66A-81AC0A32453B
brain-umap@2
0.976
8AA762299-102B-4E35-B4A5-A94A122EF9DB
brain-umap@2
0.976
9CE7A3262-C48A-43BF-941C-9D2482B9CACD
brain-umap@2
0.976
10DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.976

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.591Inavolisib— uncovered
MYC_TARGETS_V10.588Inavolisib— uncovered
ANGIOGENESIS0.573Remibrutinib— uncovered
E2F_TARGETS0.570Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.532Inavolisib— uncovered
MYC_TARGETS_V20.525Idelalisib— uncovered
G2M_CHECKPOINT0.521Inavolisib— uncovered
DNA_REPAIR0.498Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.498Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.496Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.495Idelalisib— uncovered
ALLOGRAFT_REJECTION0.481Idelalisib— uncovered
MTORC1_SIGNALING0.480Inavolisib— uncovered
TGF_BETA_SIGNALING0.461Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
NOTCH_SIGNALING0.437Inavolisib— uncovered
HYPOXIA0.422Idelalisib— uncovered
APOPTOSIS0.421Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.420Inavolisib— uncovered
GLYCOLYSIS0.414Inavolisib— uncovered