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Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index

BACKGROUND: Genetic polymorphisms in the gene encoding the β-adrenergic receptors (β-AR) have a pivotal role in the functions of the autonomic nervous system. Using heart rate variability (HRV) as an indicator of autonomic function, we present a bottom-up genotype–phenotype analysis to investigate t...

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Autores principales: Yang, Albert C., Tsai, Shih-Jen, Hong, Chen-Jee, Wang, Cynthia, Chen, Tai-Jui, Liou, Ying-Jay, Peng, Chung-Kang
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3087751/
https://www.ncbi.nlm.nih.gov/pubmed/21573230
http://dx.doi.org/10.1371/journal.pone.0019232
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author Yang, Albert C.
Tsai, Shih-Jen
Hong, Chen-Jee
Wang, Cynthia
Chen, Tai-Jui
Liou, Ying-Jay
Peng, Chung-Kang
author_facet Yang, Albert C.
Tsai, Shih-Jen
Hong, Chen-Jee
Wang, Cynthia
Chen, Tai-Jui
Liou, Ying-Jay
Peng, Chung-Kang
author_sort Yang, Albert C.
collection PubMed
description BACKGROUND: Genetic polymorphisms in the gene encoding the β-adrenergic receptors (β-AR) have a pivotal role in the functions of the autonomic nervous system. Using heart rate variability (HRV) as an indicator of autonomic function, we present a bottom-up genotype–phenotype analysis to investigate the association between β-AR gene polymorphisms and heart rate dynamics. METHODS: A total of 221 healthy Han Chinese adults (59 males and 162 females, aged 33.6±10.8 years, range 19 to 63 years) were recruited and genotyped for three common β-AR polymorphisms: β(1)-AR Ser49Gly, β(2)-AR Arg16Gly and β(2)-AR Gln27Glu. Each subject underwent two hours of electrocardiogram monitoring at rest. We applied an information-based similarity (IBS) index to measure the pairwise dissimilarity of heart rate dynamics among study subjects. RESULTS: With the aid of agglomerative hierarchical cluster analysis, we categorized subjects into major clusters, which were found to have significantly different distributions of β(2)-AR Arg16Gly genotype. Furthermore, the non-randomness index, a nonlinear HRV measure derived from the IBS method, was significantly lower in Arg16 homozygotes than in Gly16 carriers. The non-randomness index was negatively correlated with parasympathetic-related HRV variables and positively correlated with those HRV indices reflecting a sympathovagal shift toward sympathetic activity. CONCLUSIONS: We demonstrate a bottom-up categorization approach combining the IBS method and hierarchical cluster analysis to detect subgroups of subjects with HRV phenotypes associated with β-AR polymorphisms. Our results provide evidence that β(2)-AR polymorphisms are significantly associated with the acceleration/deceleration pattern of heart rate oscillation, reflecting the underlying mode of autonomic nervous system control.
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spelling pubmed-30877512011-05-13 Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index Yang, Albert C. Tsai, Shih-Jen Hong, Chen-Jee Wang, Cynthia Chen, Tai-Jui Liou, Ying-Jay Peng, Chung-Kang PLoS One Research Article BACKGROUND: Genetic polymorphisms in the gene encoding the β-adrenergic receptors (β-AR) have a pivotal role in the functions of the autonomic nervous system. Using heart rate variability (HRV) as an indicator of autonomic function, we present a bottom-up genotype–phenotype analysis to investigate the association between β-AR gene polymorphisms and heart rate dynamics. METHODS: A total of 221 healthy Han Chinese adults (59 males and 162 females, aged 33.6±10.8 years, range 19 to 63 years) were recruited and genotyped for three common β-AR polymorphisms: β(1)-AR Ser49Gly, β(2)-AR Arg16Gly and β(2)-AR Gln27Glu. Each subject underwent two hours of electrocardiogram monitoring at rest. We applied an information-based similarity (IBS) index to measure the pairwise dissimilarity of heart rate dynamics among study subjects. RESULTS: With the aid of agglomerative hierarchical cluster analysis, we categorized subjects into major clusters, which were found to have significantly different distributions of β(2)-AR Arg16Gly genotype. Furthermore, the non-randomness index, a nonlinear HRV measure derived from the IBS method, was significantly lower in Arg16 homozygotes than in Gly16 carriers. The non-randomness index was negatively correlated with parasympathetic-related HRV variables and positively correlated with those HRV indices reflecting a sympathovagal shift toward sympathetic activity. CONCLUSIONS: We demonstrate a bottom-up categorization approach combining the IBS method and hierarchical cluster analysis to detect subgroups of subjects with HRV phenotypes associated with β-AR polymorphisms. Our results provide evidence that β(2)-AR polymorphisms are significantly associated with the acceleration/deceleration pattern of heart rate oscillation, reflecting the underlying mode of autonomic nervous system control. Public Library of Science 2011-05-04 /pmc/articles/PMC3087751/ /pubmed/21573230 http://dx.doi.org/10.1371/journal.pone.0019232 Text en Yang et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Yang, Albert C.
Tsai, Shih-Jen
Hong, Chen-Jee
Wang, Cynthia
Chen, Tai-Jui
Liou, Ying-Jay
Peng, Chung-Kang
Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title_full Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title_fullStr Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title_full_unstemmed Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title_short Clustering Heart Rate Dynamics Is Associated with β-Adrenergic Receptor Polymorphisms: Analysis by Information-Based Similarity Index
title_sort clustering heart rate dynamics is associated with β-adrenergic receptor polymorphisms: analysis by information-based similarity index
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3087751/
https://www.ncbi.nlm.nih.gov/pubmed/21573230
http://dx.doi.org/10.1371/journal.pone.0019232
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