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

8027196b-a80b-4759-872d-b72c98905451

7302b4b2-ae46-5508-a518-3c900d11fb61

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
age_years
84

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.550
  • MYC_TARGETS_V1+0.500
  • G2M_CHECKPOINT+0.470
  • OXIDATIVE_PHOSPHORYLATION+0.470
  • DNA_REPAIR+0.350
  • MTORC1_SIGNALING+0.350
  • FATTY_ACID_METABOLISM+0.340
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • MYC_TARGETS_V2+0.320
  • UNFOLDED_PROTEIN_RESPONSE+0.260

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • WNT_BETA_CATENIN_SIGNALING-0.420
  • HEDGEHOG_SIGNALING-0.370
  • ANGIOGENESIS-0.360
  • MYOGENESIS-0.350
  • APICAL_JUNCTION-0.270
  • COAGULATION-0.260
  • INTERFERON_ALPHA_RESPONSE-0.190
  • APICAL_SURFACE-0.170
  • UV_RESPONSE_DN-0.140

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
1feccc57b-a987-4dd7-babf-1a8982bd64cc
colon-landscapes@1
0.861
2SRR2932844
head-neck@1
0.847
38824c0fd-764e-4525-952b-f25efa742772
colon-landscapes@1
0.832
4TCGA-IQ-A61G-01A-11R-A30B-07
head-neck@1
0.806
5SRR26320071
bladder-landscape@3
0.798
617-020P2_Bladder
bladder-landscape@3
0.795
7bf312cd5-e251-4d63-95b5-c379b3ef5ded
colon-landscapes@1
0.790
8TCGA-AO-A0JD-01A-11R-A056-07
breast-umap@18
C0.789
9SRR33532759
breast-umap@18
E0.789
10be22f883.ee5e.4632.93d1.661ddc53608e
lung-landscapes@6
cohortA40.782

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.550Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.470Remibrutinib— uncovered
DNA_REPAIR0.350Idelalisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
FATTY_ACID_METABOLISM0.340Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
MYC_TARGETS_V20.320Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.260Idelalisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
SPERMATOGENESIS0.250Inavolisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
PROTEIN_SECRETION0.180Remibrutinib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
ALLOGRAFT_REJECTION0.130Idelalisib— uncovered