PGS Publication: PGP000148

Publication Information (EuropePMC)
Title Assessing Lung Cancer Absolute Risk Trajectory Based on a Polygenic Risk Model.
PubMed ID 33472890(Europe PMC)
doi 10.1158/0008-5472.can-20-1237
Publication Date Jan. 20, 2021
Journal Cancer Res
Author(s) Hung RJ, Warkentin MT, Brhane Y, Chatterjee N, Christiani DC, Landi MT, Caporaso NE, Liu G, Johansso... n M, Albanes D, Marchand LL, Tardon A, Rennert G, Bojesen SE, Chen C, Field JK, Kiemeney LA, Lazarus P, Zienolddiny S, Lam S, Andrew AS, Arnold SM, Aldrich MC, Bickeböller H, Risch A, Schabath MB, McKay JD, Brennan P, Amos CI.Show more
Released in PGS Catalog: March 22, 2021

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:
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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

PGS Developed By This Publication

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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 cancerlung carcinoma128
G
D
E
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000740/ScoringFiles/PGS000740.txt.gz
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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.

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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
PPM001779PGS000740
(PRS128_LC)
PSS000912|
European Ancestry|
335,931 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancerOR: 1.26 [1.2, 1.32]Odds Ratio (OR, top 10% vs low risk): 2.39 [1.92, 3.0]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001780PGS000740
(PRS128_LC)
PSS000921|
European Ancestry|
183,671 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals who have never smokedOR: 1.28 [1.13, 1.46]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001781PGS000740
(PRS128_LC)
PSS000920|
European Ancestry|
118,310 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals who are former smokersOR: 1.25 [1.17, 1.34]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001782PGS000740
(PRS128_LC)
PSS000919|
European Ancestry|
33,950 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals who currently smokeOR: 1.28 [1.19, 1.38]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001783PGS000740
(PRS128_LC)
PSS000918|
European Ancestry|
287,620 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals with a family history of lung cancerOR: 1.16 [1.05, 1.27]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001784PGS000740
(PRS128_LC)
PSS000916|
European Ancestry|
42,540 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals with no family history of lung cancerOR: 1.29 [1.22, 1.36]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001785PGS000740
(PRS128_LC)
PSS000917|
European Ancestry|
330,046 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals with COPDOR: 1.26 [1.09, 1.46]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001786PGS000740
(PRS128_LC)
PSS000915|
European Ancestry|
5,491 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals with no COPD diagnosisOR: 1.26 [1.2, 1.32]Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001787PGS000740
(PRS128_LC)
PSS000913|
European Ancestry|
167,955 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer (absolute risk)β: 0.663Age, sex, PCs(1-5)14/128 were omitted from the analysis (missing in HRC panel)
PPM001788PGS000740
(PRS128_LC)
PSS000914|
European Ancestry|
67,186 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Lung cancer in individuals who have never smokedAUROC: 0.687 [0.628, 0.746]Age, sex, education, body mass index, personal history of cancer, family history of lung cancer, lun... g functionShow more14/128 were omitted from the analysis (missing in HRC panel)
PPM001789PGS000740
(PRS128_LC)
PSS000913|
European Ancestry|
167,955 individuals
PGP000148 |
Hung RJ et al. Cancer Res (2021)
Reported Trait: Early onset lung cancer (< 50 years)AUROC: 0.811 [0.701, 0.922]Age, sex, education, body mass index, personal history of cancer, family history of lung cancer, lun... g functionShow more14/128 were omitted from the analysis (missing in HRC panel)
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Evaluated Samples

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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
PSS000912Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 1,768 cases
  • , 50,772 controls
]
,
46.28 % Male samples
EuropeanUKB
PSS000913167,955 individualsEuropeanUKB
PSS00091467,186 individualsEuropeanUKB
PSS000915Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 180 cases
  • , 5,311 controls
]
EuropeanUKB
PSS000916Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 387 cases
  • , 42,153 controls
]
EuropeanUKB
PSS000917Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 1,581 cases
  • , 328,465 controls
]
EuropeanUKB
PSS000918Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 1,323 cases
  • , 286,297 controls
]
EuropeanUKB
PSS000919Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 724 cases
  • , 33,226 controls
]
EuropeanUKB
PSS000920Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 808 cases
  • , 117,502 controls
]
EuropeanUKB
PSS000921Cases are individuals with a lung cancer diagnosis. Lung cancer diagnosis was obtained through recor... d linkage with death and cancer registries with the follow‐up time up to date of death, lung cancer diagnosis, or March 31, 2016 (in England and Wales) and Oct 31, 2015 (in Scotland) per censor date defined by UKB. To minimize the possibility of including lung cancer metastasis, we excluded lung cancer that occurred within 5 years of different primary cancer.Show more
[
  • 236 cases
  • , 183,435 controls
]
EuropeanUKB
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