Trait: household income

Experimental Factor Ontology (EFO) Information
Identifier EFO_0009695
Description A demographic parameter indicating the amount of earning made by a family.
Trait category
Other trait
Mapped term NCIt:C70811

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
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)
PGS001931
(portability-PLR_income)
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Average total household income before tax household income 41,836
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001931/ScoringFiles/PGS001931.txt.gz
PGS002148
(portability-ldpred2_income)
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Average total household income before tax household income 932,197
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS002148/ScoringFiles/PGS002148.txt.gz
PGS003516
(cont-decay-income)
 PGP000457 |
Ding Y et al. Nature (2023)
 Average total household income before tax household income 979,739
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS003516/ScoringFiles/PGS003516.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
PPM010323 PGS001931
(portability-PLR_income)
 PSS009418|
European Ancestry|
17,147 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1409 [0.1262, 0.1556] sex, age, birth date, deprivation index, 16 PCs —
PPM010325 PGS001931
(portability-PLR_income)
 PSS008746|
European Ancestry|
5,619 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1334 [0.1076, 0.159] sex, age, birth date, deprivation index, 16 PCs —
PPM010326 PGS001931
(portability-PLR_income)
 PSS008520|
Greater Middle Eastern Ancestry|
809 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0857 [0.016, 0.1546] sex, age, birth date, deprivation index, 16 PCs —
PPM010327 PGS001931
(portability-PLR_income)
 PSS008298|
South Asian Ancestry|
4,548 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0826 [0.0536, 0.1114] sex, age, birth date, deprivation index, 16 PCs —
PPM010328 PGS001931
(portability-PLR_income)
 PSS008075|
East Asian Ancestry|
1,404 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0367 [-0.016, 0.0892] sex, age, birth date, deprivation index, 16 PCs —
PPM010329 PGS001931
(portability-PLR_income)
 PSS007862|
African Ancestry|
1,874 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): -0.0034 [-0.0489, 0.0422] sex, age, birth date, deprivation index, 16 PCs —
PPM010330 PGS001931
(portability-PLR_income)
 PSS008966|
African Ancestry|
2,881 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0395 [0.0028, 0.076] sex, age, birth date, deprivation index, 16 PCs —
PPM010324 PGS001931
(portability-PLR_income)
 PSS009192|
European Ancestry|
3,467 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0935 [0.0603, 0.1265] sex, age, birth date, deprivation index, 16 PCs —
PPM012031 PGS002148
(portability-ldpred2_income)
 PSS009418|
European Ancestry|
17,147 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1679 [0.1533, 0.1824] sex, age, birth date, deprivation index, 16 PCs —
PPM012038 PGS002148
(portability-ldpred2_income)
 PSS008966|
African Ancestry|
2,881 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.067 [0.0304, 0.1033] sex, age, birth date, deprivation index, 16 PCs —
PPM012032 PGS002148
(portability-ldpred2_income)
 PSS009192|
European Ancestry|
3,467 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1185 [0.0855, 0.1513] sex, age, birth date, deprivation index, 16 PCs —
PPM012033 PGS002148
(portability-ldpred2_income)
 PSS008746|
European Ancestry|
5,619 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1531 [0.1274, 0.1786] sex, age, birth date, deprivation index, 16 PCs —
PPM012034 PGS002148
(portability-ldpred2_income)
 PSS008520|
Greater Middle Eastern Ancestry|
809 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0961 [0.0265, 0.1648] sex, age, birth date, deprivation index, 16 PCs —
PPM012035 PGS002148
(portability-ldpred2_income)
 PSS008298|
South Asian Ancestry|
4,548 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.1012 [0.0723, 0.1299] sex, age, birth date, deprivation index, 16 PCs —
PPM012036 PGS002148
(portability-ldpred2_income)
 PSS008075|
East Asian Ancestry|
1,404 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0189 [-0.0338, 0.0716] sex, age, birth date, deprivation index, 16 PCs —
PPM012037 PGS002148
(portability-ldpred2_income)
 PSS007862|
African Ancestry|
1,874 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Average total household income before tax — — Partial Correlation (partial-r): 0.0188 [-0.0267, 0.0643] sex, age, birth date, deprivation index, 16 PCs —
PPM017612 PGS003516
(cont-decay-income)
 PSS010626|
European Ancestry|
5,489 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.02 sex, age, deprivation index, PC1-16 —
PPM017780 PGS003516
(cont-decay-income)
 PSS010206|
European Ancestry|
1,950 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.01 sex, age, deprivation index, PC1-16 —
PPM017948 PGS003516
(cont-decay-income)
 PSS010374|
East Asian Ancestry|
1,406 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.0 sex, age, deprivation index, PC1-16 —
PPM018032 PGS003516
(cont-decay-income)
 PSS010290|
African Ancestry|
1,874 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.0 sex, age, deprivation index, PC1-16 —
PPM018116 PGS003516
(cont-decay-income)
 PSS010710|
African Ancestry|
2,881 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.01 sex, age, deprivation index, PC1-16 —
PPM017444 PGS003516
(cont-decay-income)
 PSS010878|
European Ancestry|
17,153 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.03 sex, age, deprivation index, PC1-16 —
PPM017528 PGS003516
(cont-decay-income)
 PSS010794|
European Ancestry|
3,468 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.01 sex, age, deprivation index, PC1-16 —
PPM017696 PGS003516
(cont-decay-income)
 PSS010542|
Greater Middle Eastern Ancestry|
809 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.01 sex, age, deprivation index, PC1-16 —
PPM017864 PGS003516
(cont-decay-income)
 PSS010458|
South Asian Ancestry|
4,548 individuals
 PGP000457 |
Ding Y et al. Nature (2023)
 Reported Trait: Average total household income before tax — — partial-R2: 0.01 sex, age, deprivation index, PC1-16 —

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
PSS010206 — — 1,950 individuals,
47.0 % Male samples
 Mean = 57.8 years
Sd = 7.1 years		 European Ashkenazi UKB —
PSS010878 — — 17,153 individuals,
48.0 % Male samples
 Mean = 56.4 years
Sd = 7.9 years		 European white British UKB —
PSS008966 — — 2,881 individuals — African unspecified Nigeria (West Africa) UKB —
PSS008520 — — 809 individuals — Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB —
PSS009192 — — 3,467 individuals — European Poland (NE Europe) UKB —
PSS008746 — — 5,619 individuals — European Italy (South Europe) UKB —
PSS008298 — — 4,548 individuals — South Asian India (South Asia) UKB —
PSS009418 — — 17,147 individuals — European UK (+ Ireland) UKB —
PSS008075 — — 1,404 individuals — East Asian China (East Asia) UKB —
PSS010626 — — 5,489 individuals,
46.0 % Male samples
 Mean = 54.1 years
Sd = 8.3 years		 European Italian UKB —
PSS010374 — — 1,406 individuals,
35.0 % Male samples
 Mean = 52.3 years
Sd = 7.7 years		 East Asian Chinese UKB —
PSS010794 — — 3,468 individuals,
40.0 % Male samples
 Mean = 54.2 years
Sd = 7.5 years		 European Polish UKB —
PSS010542 — — 809 individuals,
61.0 % Male samples
 Mean = 52.7 years
Sd = 7.9 years		 Greater Middle Eastern (Middle Eastern, North African or Persian) Iranian UKB —
PSS007862 — — 1,874 individuals — African American or Afro-Caribbean Carribean UKB —
PSS010290 — — 1,874 individuals,
37.0 % Male samples
 Mean = 51.6 years
Sd = 7.6 years		 African American or Afro-Caribbean Caribbean UKB —
PSS010710 — — 2,881 individuals,
48.0 % Male samples
 Mean = 51.4 years
Sd = 7.7 years		 African unspecified Nigerian UKB —
PSS010458 — — 4,548 individuals,
58.0 % Male samples
 Mean = 52.9 years
Sd = 8.4 years		 South Asian Indian UKB —