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

R132

2c296a67-657a-5040-9305-816708d97f83

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.430
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • INFLAMMATORY_RESPONSE+0.380
  • IL6_JAK_STAT3_SIGNALING+0.340
  • HEDGEHOG_SIGNALING+0.330
  • INTERFERON_GAMMA_RESPONSE+0.310
  • UV_RESPONSE_DN+0.310
  • KRAS_SIGNALING_UP+0.300
  • COMPLEMENT+0.250
  • APICAL_SURFACE+0.230

Top 10 suppressed

  • MYC_TARGETS_V2-0.610
  • E2F_TARGETS-0.600
  • MYC_TARGETS_V1-0.590
  • G2M_CHECKPOINT-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • DNA_REPAIR-0.390
  • MTORC1_SIGNALING-0.360
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • MITOTIC_SPINDLE-0.300
  • P53_PATHWAY-0.290

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
1SRR2016976
head-neck@1
0.929
2SRR12202445
bladder-landscape@3
0.911
3895018d4-b355-4339-8c60-186478ae6551
colon-landscapes@1
0.911
4TCGA-S2-AA1A-01A-12R-A39D-07
lung-landscapes@6
cohortA10.910
5TCGA-98-A53C-01A-11R-A262-07
lung-landscapes@6
cohortMD20.909
6AUR-AE6X-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.907
7TCGA-CN-5358-01A-01R-1514-07
head-neck@1
0.907
8TCGA-98-A53H-01A-12R-A262-07
lung-landscapes@6
cohortA10.904
909f3976d-4e95-41b4-bc0b-27eea3e20bb3
colon-landscapes@1
0.903
1059f108c6-677f-4cf2-89fd-6bd15133dd6f
colon-landscapes@1
0.902

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.430Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.340Inavolisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
UV_RESPONSE_DN0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
APICAL_SURFACE0.230Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.210Idelalisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.140Inavolisib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
NOTCH_SIGNALING0.060Inavolisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered