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Polygenic risk for triglyceride levels in the presence of a high impact rare variant
BACKGROUND: Elevated triglyceride (TG) levels are a heritable and modifiable risk factor for cardiovascular disease and have well-established associations with common genetic variation captured in a polygenic risk score (PRS). In young adulthood, the 22q11.2 microdeletion conveys a 2-fold increased...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634078/ https://www.ncbi.nlm.nih.gov/pubmed/37940981 http://dx.doi.org/10.1186/s12920-023-01717-2 |
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author | Ying, Shengjie Heung, Tracy Thiruvahindrapuram, Bhooma Engchuan, Worrawat Yin, Yue Blagojevic, Christina Zhang, Zhaolei Hegele, Robert A. Yuen, Ryan K. C. Bassett, Anne S. |
author_facet | Ying, Shengjie Heung, Tracy Thiruvahindrapuram, Bhooma Engchuan, Worrawat Yin, Yue Blagojevic, Christina Zhang, Zhaolei Hegele, Robert A. Yuen, Ryan K. C. Bassett, Anne S. |
author_sort | Ying, Shengjie |
collection | PubMed |
description | BACKGROUND: Elevated triglyceride (TG) levels are a heritable and modifiable risk factor for cardiovascular disease and have well-established associations with common genetic variation captured in a polygenic risk score (PRS). In young adulthood, the 22q11.2 microdeletion conveys a 2-fold increased risk for mild-moderate hypertriglyceridemia. This study aimed to assess the role of the TG-PRS in individuals with this elevated baseline risk for mild-moderate hypertriglyceridemia. METHODS: We studied a deeply phenotyped cohort of adults (n = 157, median age 34 years) with a 22q11.2 microdeletion and available genome sequencing, lipid level, and other clinical data. The association between a previously developed TG-PRS and TG levels was assessed using a multivariable regression model adjusting for effects of sex, BMI, and other covariates. We also constructed receiver operating characteristic (ROC) curves using logistic regression models to assess the ability of TG-PRS and significant clinical variables to predict mild-moderate hypertriglyceridemia status. RESULTS: The TG-PRS was a significant predictor of TG-levels (p = 1.52E-04), along with male sex and BMI, in a multivariable model (p(model) = 7.26E-05). The effect of TG-PRS appeared to be slightly stronger in individuals with obesity (BMI ≥ 30) (beta = 0.4617) than without (beta = 0.1778), in a model unadjusted for other covariates (p-interaction = 0.045). Among ROC curves constructed, the inclusion of TG-PRS, sex, and BMI as predictor variables produced the greatest area under the curve (0.749) for classifying those with mild-moderate hypertriglyceridemia, achieving an optimal sensitivity and specificity of 0.746 and 0.707, respectively. CONCLUSIONS: These results demonstrate that in addition to significant effects of sex and BMI, genome-wide common variation captured in a PRS also contributes to the variable expression of the 22q11.2 microdeletion with respect to elevated TG levels. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01717-2. |
format | Online Article Text |
id | pubmed-10634078 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106340782023-11-10 Polygenic risk for triglyceride levels in the presence of a high impact rare variant Ying, Shengjie Heung, Tracy Thiruvahindrapuram, Bhooma Engchuan, Worrawat Yin, Yue Blagojevic, Christina Zhang, Zhaolei Hegele, Robert A. Yuen, Ryan K. C. Bassett, Anne S. BMC Med Genomics Research BACKGROUND: Elevated triglyceride (TG) levels are a heritable and modifiable risk factor for cardiovascular disease and have well-established associations with common genetic variation captured in a polygenic risk score (PRS). In young adulthood, the 22q11.2 microdeletion conveys a 2-fold increased risk for mild-moderate hypertriglyceridemia. This study aimed to assess the role of the TG-PRS in individuals with this elevated baseline risk for mild-moderate hypertriglyceridemia. METHODS: We studied a deeply phenotyped cohort of adults (n = 157, median age 34 years) with a 22q11.2 microdeletion and available genome sequencing, lipid level, and other clinical data. The association between a previously developed TG-PRS and TG levels was assessed using a multivariable regression model adjusting for effects of sex, BMI, and other covariates. We also constructed receiver operating characteristic (ROC) curves using logistic regression models to assess the ability of TG-PRS and significant clinical variables to predict mild-moderate hypertriglyceridemia status. RESULTS: The TG-PRS was a significant predictor of TG-levels (p = 1.52E-04), along with male sex and BMI, in a multivariable model (p(model) = 7.26E-05). The effect of TG-PRS appeared to be slightly stronger in individuals with obesity (BMI ≥ 30) (beta = 0.4617) than without (beta = 0.1778), in a model unadjusted for other covariates (p-interaction = 0.045). Among ROC curves constructed, the inclusion of TG-PRS, sex, and BMI as predictor variables produced the greatest area under the curve (0.749) for classifying those with mild-moderate hypertriglyceridemia, achieving an optimal sensitivity and specificity of 0.746 and 0.707, respectively. CONCLUSIONS: These results demonstrate that in addition to significant effects of sex and BMI, genome-wide common variation captured in a PRS also contributes to the variable expression of the 22q11.2 microdeletion with respect to elevated TG levels. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-023-01717-2. BioMed Central 2023-11-08 /pmc/articles/PMC10634078/ /pubmed/37940981 http://dx.doi.org/10.1186/s12920-023-01717-2 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ying, Shengjie Heung, Tracy Thiruvahindrapuram, Bhooma Engchuan, Worrawat Yin, Yue Blagojevic, Christina Zhang, Zhaolei Hegele, Robert A. Yuen, Ryan K. C. Bassett, Anne S. Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title | Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title_full | Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title_fullStr | Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title_full_unstemmed | Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title_short | Polygenic risk for triglyceride levels in the presence of a high impact rare variant |
title_sort | polygenic risk for triglyceride levels in the presence of a high impact rare variant |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10634078/ https://www.ncbi.nlm.nih.gov/pubmed/37940981 http://dx.doi.org/10.1186/s12920-023-01717-2 |
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