PGS Publication: PGP000539

Publication Information (EuropePMC)
Title Validation of lung cancer polygenic risk scores in a high-risk case-control cohort.
PubMed ID 37154150(Europe PMC)
doi 10.1016/j.gim.2023.100882
Publication Date May 5, 2023
Journal Genet Med
Author(s) Lebrett MB, Smith MJ, Crosbie EJ, Bowes J, Byers HJ, Evans DG, Crosbie PAJ.
Released in PGS Catalog: Dec. 15, 2023

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

External PGS Evaluated By This Publication

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)
PGS000740
(PRS128_LC)
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Lung cancer lung carcinoma 128
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000740/ScoringFiles/PGS000740.txt.gz
PGS000070
(PRS_LC_C)
PGP000049 |
Dai J et al. Lancet Respir Med (2019)
Lung cancer lung adenocarcinoma 19
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000070/ScoringFiles/PGS000070.txt.gz
PGS000391
(PRSWEB_PHECODE165.1_GWAS-Catalog-r2019-05-03-X165.1_PT_MGI_20200608)
PGP000118 |
Fritsche LG et al. Am J Hum Genet (2020)
Lung and bronchus cancer bronchus cancer,
lung cancer,
tracheal cancer
14
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000391/ScoringFiles/PGS000391.txt.gz
PGS000392
(PRSWEB_PHECODE165.1_GWAS-Catalog-r2019-05-03-X165.1_PT_UKB_20200608)
PGP000118 |
Fritsche LG et al. Am J Hum Genet (2020)
Lung and bronchus cancer bronchus cancer,
lung cancer,
tracheal cancer
19
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000392/ScoringFiles/PGS000392.txt.gz
PGS000078
(CC_Lung)
PGP000050 |
Graff RE et al. Nat Commun (2021)
Lung cancer lung carcinoma 109
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000078/ScoringFiles/PGS000078.txt.gz
PGS000721
(PRS_Lung)
PGP000135 |
Jia G et al. JNCI Cancer Spectr (2020)
Lung cancer lung carcinoma 19
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000721/ScoringFiles/PGS000721.txt.gz
PGS000156
(cGRS_Lung)
PGP000075 |
Shi Z et al. Cancer Med (2019)
Lung cancer lung carcinoma 6
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000156/ScoringFiles/PGS000156.txt.gz
PGS002270
(PRS33_LC)
PGP000300 |
Zhang P et al. Br J Cancer (2022)
Lung cancer lung carcinoma 33
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS002270/ScoringFiles/PGS002270.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
PPM020283 PGS000070
(PRS_LC_C)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.726 [0.698, 0.754] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020284 PGS000156
(cGRS_Lung)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.732 [0.704, 0.76] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020285 PGS000078
(CC_Lung)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.728 [0.7, 0.756] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020286 PGS000721
(PRS_Lung)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.738 [0.71, 0.766] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020287 PGS000391
(PRSWEB_PHECODE165.1_GWAS-Catalog-r2019-05-03-X165.1_PT_MGI_20200608)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.731 [0.703, 0.759] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020288 PGS000392
(PRSWEB_PHECODE165.1_GWAS-Catalog-r2019-05-03-X165.1_PT_UKB_20200608)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.733 [0.705, 0.761] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020289 PGS000740
(PRS128_LC)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.73 [0.702, 0.758] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio
PPM020290 PGS002270
(PRS33_LC)
PSS011324|
European Ancestry|
1,202 individuals
PGP000539 |
Lebrett MB et al. Genet Med (2023)
|Ext.
Reported Trait: Lung cancer AUROC: 0.725 [0.697, 0.754] Age, sex, current smoking status, BMI, forced expiratory volume in 1 second/forced vital capacity ratio

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
PSS011324
[
  • 652 cases
  • , 550 controls
]
,
47.0 % Male samples
Median = 65.0 years European MCRC