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Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence
BACKGROUND: Heroin dependence is a complex disease with multiple phenotypes. Classification of heroin users into more homogeneous subgroups on the basis of these phenotypes could help to identify the involved genetic factors and precise treatments. This study aimed to identify the association betwee...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393710/ https://www.ncbi.nlm.nih.gov/pubmed/32736537 http://dx.doi.org/10.1186/s12881-020-01092-0 |
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author | Li, Yunxiao Zhu, Yongsheng Lai, Jianghua Shi, Xugang Chen, Yuanyuan Zhang, Jinyu Wei, Shuguang |
author_facet | Li, Yunxiao Zhu, Yongsheng Lai, Jianghua Shi, Xugang Chen, Yuanyuan Zhang, Jinyu Wei, Shuguang |
author_sort | Li, Yunxiao |
collection | PubMed |
description | BACKGROUND: Heroin dependence is a complex disease with multiple phenotypes. Classification of heroin users into more homogeneous subgroups on the basis of these phenotypes could help to identify the involved genetic factors and precise treatments. This study aimed to identify the association between genetic polymorphisms of DA synthesis and metabolism genes, including tyrosine hydroxylase (TH), DOPA decarboxylase (DDC), solute carrier family 6 member 3 (SLC6A3) and DA beta-hydroxylase (DBH), with six important phenotypes of heroin dependence. METHODS: A total of 801 heroin dependent patients were recruited and fourteen potential functional single nucleotide polymorphisms (SNPs) were genotyped by SNaPshot. Associations between SNPs with six phenotypes were mainly assessed by binary logistic regression. Generalized multifactor dimensionality reduction was used to analyze the gene-by-gene and gene-by-environment interactions. RESULTS: We found that DBH rs1611114 TT genotype had a protective effect on memory impairment after heroin dependence (P = 0.002, OR = 0.610). We also found that the income-rs12666409-rs129915-rs1611114 interaction yielded the highest testing balance accuracy and cross-validation consistency for memory change after heroin dependence. CONCLUSIONS: Our results suggest that the memory change after heroin dependence was a result of a combination of genetics and environment. This finding could lead to a better understanding of heroin dependence and further improve personalized treatment. |
format | Online Article Text |
id | pubmed-7393710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-73937102020-08-04 Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence Li, Yunxiao Zhu, Yongsheng Lai, Jianghua Shi, Xugang Chen, Yuanyuan Zhang, Jinyu Wei, Shuguang BMC Med Genet Research Article BACKGROUND: Heroin dependence is a complex disease with multiple phenotypes. Classification of heroin users into more homogeneous subgroups on the basis of these phenotypes could help to identify the involved genetic factors and precise treatments. This study aimed to identify the association between genetic polymorphisms of DA synthesis and metabolism genes, including tyrosine hydroxylase (TH), DOPA decarboxylase (DDC), solute carrier family 6 member 3 (SLC6A3) and DA beta-hydroxylase (DBH), with six important phenotypes of heroin dependence. METHODS: A total of 801 heroin dependent patients were recruited and fourteen potential functional single nucleotide polymorphisms (SNPs) were genotyped by SNaPshot. Associations between SNPs with six phenotypes were mainly assessed by binary logistic regression. Generalized multifactor dimensionality reduction was used to analyze the gene-by-gene and gene-by-environment interactions. RESULTS: We found that DBH rs1611114 TT genotype had a protective effect on memory impairment after heroin dependence (P = 0.002, OR = 0.610). We also found that the income-rs12666409-rs129915-rs1611114 interaction yielded the highest testing balance accuracy and cross-validation consistency for memory change after heroin dependence. CONCLUSIONS: Our results suggest that the memory change after heroin dependence was a result of a combination of genetics and environment. This finding could lead to a better understanding of heroin dependence and further improve personalized treatment. BioMed Central 2020-07-31 /pmc/articles/PMC7393710/ /pubmed/32736537 http://dx.doi.org/10.1186/s12881-020-01092-0 Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Li, Yunxiao Zhu, Yongsheng Lai, Jianghua Shi, Xugang Chen, Yuanyuan Zhang, Jinyu Wei, Shuguang Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title | Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title_full | Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title_fullStr | Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title_full_unstemmed | Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title_short | Association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
title_sort | association studies of dopamine synthesis and metabolism genes with multiple phenotypes of heroin dependence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393710/ https://www.ncbi.nlm.nih.gov/pubmed/32736537 http://dx.doi.org/10.1186/s12881-020-01092-0 |
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