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

E3E4E7DA-AD14-44BA-B3BE-02652B3CEE18

f2cf6845-dca5-514e-8e42-e81e81379ffe

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
0.19710906701708278
age_years
44
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

  • NOTCH_SIGNALING+0.521
  • OXIDATIVE_PHOSPHORYLATION+0.518
  • MYC_TARGETS_V1+0.456
  • DNA_REPAIR+0.426
  • PROTEIN_SECRETION+0.363
  • E2F_TARGETS+0.338
  • MYC_TARGETS_V2+0.335
  • G2M_CHECKPOINT+0.308
  • ADIPOGENESIS+0.297
  • MITOTIC_SPINDLE+0.277

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.395
  • IL6_JAK_STAT3_SIGNALING-0.384
  • ANGIOGENESIS-0.357
  • TNFA_SIGNALING_VIA_NFKB-0.357
  • ALLOGRAFT_REJECTION-0.349
  • KRAS_SIGNALING_DN-0.340
  • INTERFERON_GAMMA_RESPONSE-0.338
  • COAGULATION-0.333
  • APICAL_SURFACE-0.325
  • COMPLEMENT-0.312

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD030833_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.899
2SJEPD030743_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.895
32C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.890
4713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.884
52CF24C43-7C9D-4395-8C82-5A80361F9980
brain-umap@2
0.881
61C94EA93-563D-4F65-B857-85EF91127874
brain-umap@2
0.879
7A85A0E3A-2CB9-40EB-80E9-125EC137151B
brain-umap@2
0.873
8E528D9EE-41C3-4D4C-B16F-ABBDD6E31B84
brain-umap@2
0.869
9E3A67B7B-7427-4C11-912B-166451072767
brain-umap@2
0.867
10MNG1053
mng-umap@100
0.863

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
NOTCH_SIGNALING0.521Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.518Remibrutinib— uncovered
MYC_TARGETS_V10.456Inavolisib— uncovered
DNA_REPAIR0.426Idelalisib— uncovered
PROTEIN_SECRETION0.363Remibrutinib— uncovered
E2F_TARGETS0.338Inavolisib— uncovered
MYC_TARGETS_V20.335Idelalisib— uncovered
G2M_CHECKPOINT0.308Inavolisib— uncovered
ADIPOGENESIS0.297Inavolisib— uncovered
MITOTIC_SPINDLE0.277Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.232Idelalisib— uncovered
ANDROGEN_RESPONSE0.208Inavolisib— uncovered
MTORC1_SIGNALING0.207Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.191Inavolisib— uncovered
FATTY_ACID_METABOLISM0.186Inavolisib— uncovered
HEME_METABOLISM0.171Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.165Inavolisib— uncovered
UV_RESPONSE_DN0.133Inavolisib— uncovered
GLYCOLYSIS0.130Inavolisib— uncovered
TGF_BETA_SIGNALING0.103Inavolisib— uncovered