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Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population
The prediction utility of Framingham Risk Score in populations with low conventional cardiovascular risk burden is limited, particularly among women. Gender-specific markers to predict cardiovascular risk in overtly healthy people are lacking. In this study we hypothesize that postprandial responses...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546939/ https://www.ncbi.nlm.nih.gov/pubmed/36207366 http://dx.doi.org/10.1038/s41598-022-20714-6 |
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author | Loh, Xinpeng Sun, Lijuan Allen, John Carson Goh, Hui Jen Kong, Siew Ching Huang, Weiting Ding, Cherlyn Bosco, Nabil Egli, Leonie Actis-Goretta, Lucas Magkos, Faidon Arigoni, Fabrizio Yeo, Khung Keong Leow, Melvin Khee-Shing |
author_facet | Loh, Xinpeng Sun, Lijuan Allen, John Carson Goh, Hui Jen Kong, Siew Ching Huang, Weiting Ding, Cherlyn Bosco, Nabil Egli, Leonie Actis-Goretta, Lucas Magkos, Faidon Arigoni, Fabrizio Yeo, Khung Keong Leow, Melvin Khee-Shing |
author_sort | Loh, Xinpeng |
collection | PubMed |
description | The prediction utility of Framingham Risk Score in populations with low conventional cardiovascular risk burden is limited, particularly among women. Gender-specific markers to predict cardiovascular risk in overtly healthy people are lacking. In this study we hypothesize that postprandial responses triggered by a high-calorie meal test differ by gender in their ability to triage asymptomatic subjects into those with and without subclinical atherosclerosis. A total of 101 healthy Chinese subjects (46 females, 55 males) at low risk of coronary heart disease completed the study. Subjects underwent cardiovascular imaging and postprandial blood phenotyping after consuming a standardized macronutrient meal. Prediction models were developed using logistic regression and subsequently subjected to cross-validation to obtain a de-optimized receiver operating characteristic (ROC) curve. Distinctive gender differences in postprandial trajectories of glucose, lipids and inflammatory markers were observed. We used gender-specific association with different combinations of postprandial predictors to develop 2 models for predicting risk of subclinical atherosclerosis in males (ROC AUC = 0.7867, 95% CI 0.6567, 0.9166) and females (ROC AUC = 0.9161, 95% CI 0.8340, 0.9982) respectively. We report novel postprandial models for predicting subclinical atherosclerosis in apparently healthy Asian subjects using a gender-specific approach, complementing the conventional Framingham Risk Score. Clinical Trial Registration: The trial was registered at clinicaltrials.gov as NCT03531879. |
format | Online Article Text |
id | pubmed-9546939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95469392022-10-09 Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population Loh, Xinpeng Sun, Lijuan Allen, John Carson Goh, Hui Jen Kong, Siew Ching Huang, Weiting Ding, Cherlyn Bosco, Nabil Egli, Leonie Actis-Goretta, Lucas Magkos, Faidon Arigoni, Fabrizio Yeo, Khung Keong Leow, Melvin Khee-Shing Sci Rep Article The prediction utility of Framingham Risk Score in populations with low conventional cardiovascular risk burden is limited, particularly among women. Gender-specific markers to predict cardiovascular risk in overtly healthy people are lacking. In this study we hypothesize that postprandial responses triggered by a high-calorie meal test differ by gender in their ability to triage asymptomatic subjects into those with and without subclinical atherosclerosis. A total of 101 healthy Chinese subjects (46 females, 55 males) at low risk of coronary heart disease completed the study. Subjects underwent cardiovascular imaging and postprandial blood phenotyping after consuming a standardized macronutrient meal. Prediction models were developed using logistic regression and subsequently subjected to cross-validation to obtain a de-optimized receiver operating characteristic (ROC) curve. Distinctive gender differences in postprandial trajectories of glucose, lipids and inflammatory markers were observed. We used gender-specific association with different combinations of postprandial predictors to develop 2 models for predicting risk of subclinical atherosclerosis in males (ROC AUC = 0.7867, 95% CI 0.6567, 0.9166) and females (ROC AUC = 0.9161, 95% CI 0.8340, 0.9982) respectively. We report novel postprandial models for predicting subclinical atherosclerosis in apparently healthy Asian subjects using a gender-specific approach, complementing the conventional Framingham Risk Score. Clinical Trial Registration: The trial was registered at clinicaltrials.gov as NCT03531879. Nature Publishing Group UK 2022-10-07 /pmc/articles/PMC9546939/ /pubmed/36207366 http://dx.doi.org/10.1038/s41598-022-20714-6 Text en © The Author(s) 2022 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/) . |
spellingShingle | Article Loh, Xinpeng Sun, Lijuan Allen, John Carson Goh, Hui Jen Kong, Siew Ching Huang, Weiting Ding, Cherlyn Bosco, Nabil Egli, Leonie Actis-Goretta, Lucas Magkos, Faidon Arigoni, Fabrizio Yeo, Khung Keong Leow, Melvin Khee-Shing Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title | Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title_full | Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title_fullStr | Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title_full_unstemmed | Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title_short | Gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic Chinese population |
title_sort | gender differences in fasting and postprandial metabolic traits predictive of subclinical atherosclerosis in an asymptomatic chinese population |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546939/ https://www.ncbi.nlm.nih.gov/pubmed/36207366 http://dx.doi.org/10.1038/s41598-022-20714-6 |
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