Trait: inherited lipid metabolism disorder

Trait Information
Identifier MONDO_0002525
Description An inherited metabolic disorder caused by an enzyme deficiency, resulting in an inability to oxidize fatty acids for energy production. [NCIT: C97092]
Trait category
Other trait
Synonyms 4 synonyms
  • disorder of lipid metabolism
  • dyslipidaemia
  • dyslipidemia
  • lipid metabolism disorder
Child trait(s) familial lipoprotein lipase deficiency

Associated Polygenic Score(s)

Filter PGS by Participant Ancestry
Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
Display options:
Ancestry legend
Multi-ancestry (including European)
Multi-ancestry (excluding European)
African
East Asian
South Asian
Additional Asian Ancestries
European
Greater Middle Eastern
Hispanic or Latin American
Additional Diverse Ancestries
Not Reported
Note: This table shows all PGS for "inherited lipid metabolism disorder" and any child terms of this trait in the EFO hierarchy by default.
Polygenic Score ID & Name PGS Publication ID (PGP) Reported Trait Mapped Trait(s) (Ontology) Number of Variants Ancestry distribution
GWAS
Dev
Eval
 Scoring File (FTP Link)
PGS018796
(TPMI_272.9_Lassosum2)
 PGP000835 |
Chen HH et al. Nature (2025)
 Unspecified disorder of lipoid metabolism inherited lipid metabolism disorder 3,795
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018796/ScoringFiles/PGS018796.txt.gz
PGS018797
(TPMI_272.9_LDpred2)
 PGP000835 |
Chen HH et al. Nature (2025)
 Unspecified disorder of lipoid metabolism inherited lipid metabolism disorder 939,861
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018797/ScoringFiles/PGS018797.txt.gz
PGS018798
(TPMI_272.9_MegaPRS)
 PGP000835 |
Chen HH et al. Nature (2025)
 Unspecified disorder of lipoid metabolism inherited lipid metabolism disorder 424,842
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018798/ScoringFiles/PGS018798.txt.gz
PGS018799
(TPMI_272.9_PRS-CS)
 PGP000835 |
Chen HH et al. Nature (2025)
 Unspecified disorder of lipoid metabolism inherited lipid metabolism disorder 983,798
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018799/ScoringFiles/PGS018799.txt.gz
PGS018800
(TPMI_272.9_SBayesR)
 PGP000835 |
Chen HH et al. Nature (2025)
 Unspecified disorder of lipoid metabolism inherited lipid metabolism disorder 32,732
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018800/ScoringFiles/PGS018800.txt.gz
PGS018806
(TPMI_272.12_Lassosum2)
 PGP000835 |
Chen HH et al. Nature (2025)
 Hyperglyceridemia familial lipoprotein lipase deficiency 26
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018806/ScoringFiles/PGS018806.txt.gz
PGS018807
(TPMI_272.12_LDpred2)
 PGP000835 |
Chen HH et al. Nature (2025)
 Hyperglyceridemia familial lipoprotein lipase deficiency 939,771
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018807/ScoringFiles/PGS018807.txt.gz
PGS018808
(TPMI_272.12_MegaPRS)
 PGP000835 |
Chen HH et al. Nature (2025)
 Hyperglyceridemia familial lipoprotein lipase deficiency 509,844
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018808/ScoringFiles/PGS018808.txt.gz
PGS018809
(TPMI_272.12_PRS-CS)
 PGP000835 |
Chen HH et al. Nature (2025)
 Hyperglyceridemia familial lipoprotein lipase deficiency 983,736
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018809/ScoringFiles/PGS018809.txt.gz
PGS018810
(TPMI_272.12_SBayesR)
 PGP000835 |
Chen HH et al. Nature (2025)
 Hyperglyceridemia familial lipoprotein lipase deficiency 26,876
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018810/ScoringFiles/PGS018810.txt.gz

Performance Metrics

Disclaimer: The performance metrics are displayed as reported by the source studies. It is important to note that metrics are not necessarily comparable with each other. For example, metrics depend on the sample characteristics (described by the PGS Catalog Sample Set [PSS] ID), phenotyping, and statistical modelling. Please refer to the source publication for additional guidance on performance.

PGS Performance
Metric ID (PPM) 		Evaluated Score PGS Sample Set ID
(PSS) 		Performance Source Trait PGS Effect Sizes
(per SD change) 		Classification Metrics Other Metrics Covariates Included in the Model PGS Performance:
Other Relevant Information
PPM036978 PGS018796
(TPMI_272.9_Lassosum2)
 PSS012709|
East Asian Ancestry|
15,497 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Unspecified disorder of lipoid metabolism — AUROC: 0.60788 R²: 0.0187 sex, age, array, PCs 1-10 —
PPM036979 PGS018797
(TPMI_272.9_LDpred2)
 PSS012708|
East Asian Ancestry|
15,497 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Unspecified disorder of lipoid metabolism — AUROC: 0.60639 R²: 0.01805 sex, age, array, PCs 1-10 —
PPM036980 PGS018798
(TPMI_272.9_MegaPRS)
 PSS012710|
East Asian Ancestry|
15,497 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Unspecified disorder of lipoid metabolism — AUROC: 0.59219 R²: 0.01394 sex, age, array, PCs 1-10 —
PPM036981 PGS018799
(TPMI_272.9_PRS-CS)
 PSS012711|
East Asian Ancestry|
15,497 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Unspecified disorder of lipoid metabolism — AUROC: 0.60496 R²: 0.0178 sex, age, array, PCs 1-10 —
PPM036982 PGS018800
(TPMI_272.9_SBayesR)
 PSS012712|
East Asian Ancestry|
15,497 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Unspecified disorder of lipoid metabolism — AUROC: 0.60156 R²: 0.01667 sex, age, array, PCs 1-10 —
PPM036988 PGS018806
(TPMI_272.12_Lassosum2)
 PSS012694|
East Asian Ancestry|
12,025 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Hyperglyceridemia — AUROC: 0.75986 R²: 0.03891 sex, age, array, PCs 1-10 —
PPM036989 PGS018807
(TPMI_272.12_LDpred2)
 PSS012693|
East Asian Ancestry|
12,025 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Hyperglyceridemia — AUROC: 0.77316 R²: 0.04188 sex, age, array, PCs 1-10 —
PPM036990 PGS018808
(TPMI_272.12_MegaPRS)
 PSS012695|
East Asian Ancestry|
12,025 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Hyperglyceridemia — AUROC: 0.73637 R²: 0.03131 sex, age, array, PCs 1-10 —
PPM036991 PGS018809
(TPMI_272.12_PRS-CS)
 PSS012696|
East Asian Ancestry|
12,025 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Hyperglyceridemia — AUROC: 0.77433 R²: 0.04135 sex, age, array, PCs 1-10 —
PPM036992 PGS018810
(TPMI_272.12_SBayesR)
 PSS012697|
East Asian Ancestry|
12,025 individuals
 PGP000835 |
Chen HH et al. Nature (2025)
 Reported Trait: Hyperglyceridemia — AUROC: 0.76801 R²: 0.04021 sex, age, array, PCs 1-10 —

Evaluated Samples

PGS Sample Set ID
(PSS) 		Phenotype Definitions and Methods Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
PSS012708 272.9,E75.6, E78.70, E78.9 —
[
  • 3,620 cases
  • , 11,877 controls
]
,
44.77 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012709 272.9,E75.6, E78.70, E78.9 —
[
  • 3,620 cases
  • , 11,877 controls
]
,
44.77 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012710 272.9,E75.6, E78.70, E78.9 —
[
  • 3,620 cases
  • , 11,877 controls
]
,
44.77 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012711 272.9,E75.6, E78.70, E78.9 —
[
  • 3,620 cases
  • , 11,877 controls
]
,
44.77 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012712 272.9,E75.6, E78.70, E78.9 —
[
  • 3,620 cases
  • , 11,877 controls
]
,
44.77 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012693 272.1,E78.1 —
[
  • 148 cases
  • , 11,877 controls
]
,
42.51 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012694 272.1,E78.1 —
[
  • 148 cases
  • , 11,877 controls
]
,
42.51 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012695 272.1,E78.1 —
[
  • 148 cases
  • , 11,877 controls
]
,
42.51 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012696 272.1,E78.1 —
[
  • 148 cases
  • , 11,877 controls
]
,
42.51 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —
PSS012697 272.1,E78.1 —
[
  • 148 cases
  • , 11,877 controls
]
,
42.51 % Male samples
 — East Asian
(Han Chinese)		 — TPMI —