Abstract
Delta opioid receptor (DOR) is well known to be involved in heroin dependence. This study tested the hypothesis that single nucleotide polymorphisms (SNPs) in the opioid receptor delta 1 (OPRD1) gene coding region are associated with treatment responses in a methadone maintenance therapy (MMT) cohort in Taiwan. Three hundred forty-four MMT patients were recruited. Diastolic/systolic blood pressure, heart rate, methadone dosage, and plasma concentrations of methadone were recorded. Twenty-five SNPs located within the OPRD1 genetic region were selected and genotyped from the genomic DNA of all 344 participants. After pairwise tagger analyses, tagger SNP rs204047 showed a significant association with methadone dosage (Pā=ā0.0019), and tagger SNPs rs204047 and rs797397 were significantly associated with plasma R, S-methadone concentrations (Pā<ā0.0006) in patients tested negative in the urine morphine test, which indicated patients with a better response to MMT. The major genotype carriers showed a higher methadone dosage and higher plasma concentrations of R, S-methadone than the minor genotype carriers. The results indicated that OPRD1 genetic variants were associated with methadone dosage and methadone plasma concentration in MMT patients with a negative morphine test result.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Inturrisi CE. Clinical pharmacology of opioids for pain. Clin J Pain. 2002;18:S3ā13.
Chen HJ, Xie WY, Hu F, Zhang Y, Wang J, Wang Y. Disruption of delta-opioid receptor phosphorylation at Threonine 161 attenuates morphine tolerance in rats with CFA-induced inflammatory hypersensitivity. Neurosci Bull 2012;28:182ā92.
van Rijn RM, Brissett DI, Whistler JL. Dual efficacy of delta opioid receptor-selective ligands for ethanol drinking and anxiety. J Pharm Exp Ther. 2010;335:133ā9.
Feng Y, He X, Yang Y, Chao D, Lazarus LH, Xia Y. Current research on opioid receptor function. Curr Drug Targets. 2012;13:230ā46.
Gross ER, Hsu AK, Gross GJ. Acute methadone treatment reduces myocardial infarct size via the delta-opioid receptor in rats during reperfusion. Anesth Analg 2009;109:1395ā402.
Nguyen VT, Wu Y, Guillory AN, McConnell BK, Fujise K, Huang MH. Delta-opioid augments cardiac contraction through beta-adrenergic and CGRP-receptor co-signaling. Peptides 2012;33:77ā82.
Smith JS, Zubieta JK, Price JC, Flesher JE, Madar I, Lever JR, et al. Quantification of delta-opioid receptors in human brain with N1'-([11C]methyl) naltrindole and positron emission tomography. J Cereb Blood Flow Metab. 1999;19:956ā66.
Maurer R, Cortes R, Probst A, Palacios JM. Multiple opiate receptor in human brain: an autoradiographic investigation. Life Sci. 1983;33Suppl 1:231ā4.
Simonin F, Befort K, Gaveriaux-Ruff C, Matthes H, Nappey V, Lannes B, et al. The human delta-opioid receptor: genomic organization, cDNA cloning, functional expression, and distribution in human brain. Mol Pharmacol. 1994;46:1015ā21.
Peng J, Sarkar S, Chang SL. Opioid receptor expression in human brain and peripheral tissues using absolute quantitative real-time RT-PCR. Drug Alcohol Depend. 2012;124:223ā8.
Mattick R, Breen C, Kimber J, Davoli M. Methadone maintenance therapy versus no opioid replacement therapy for opioid dependence. Cochrane Database Syst Rev. 2009;3:1ā34.
Martin TJ, Kahn WR, Xiao R, Childers SR. Differential regional effects of methadone maintenance compared to heroin dependence on mu-opioid receptor desensitization in rat brain. Synapse. 2007;61:176ā84.
Bond C, LaForge KS, Tian M, Melia D, Zhang S, Borg L, et al. Single-nucleotide polymorphism in the human mu opioid receptor gene alters beta-endorphin binding and activity: possible implications for opiate addiction. Proc Natl Acad Sci USA. 1998;95:9608ā13.
Donny EC, Brasser SM, Bigelow GE, Stitzer ML, Walsh SL. Methadone doses of 100 mg or greater are more effective than lower doses at suppressing heroin self-administration in opioid-dependent volunteers. Addiction. 2005;100:1496ā509.
Athanasos P, Smith CS, White JM, Somogyi AA, Bochner F, Ling W. Methadone maintenance patients are cross-tolerant to the antinociceptive effects of very high plasma morphine concentrations. Pain. 2006;120:267ā75.
Wolff K, Sanderson M, Hay AW, Raistrick D. Methadone concentrations in plasma and their relationship to drug dosage. Clin Chem. 1991;37:205ā9.
Kristensen K, Christensen CB, Christrup LL. The mu1, mu2, delta, kappa opioid receptor binding profiles of methadone stereoisomers and morphine. Life Sci. 1995;56:PL45ā50.
Zhang H, Kranzler HR, Yang BZ, Luo X, Gelernter J. The OPRD1 and OPRK1 loci in alcohol or drug dependence: OPRD1 variation modulates substance dependence risk. Mol Psychiatry. 2008;13:531ā43.
Gelernter J, Gueorguieva R, Kranzler HR, Zhang H, Cramer J, Rosenheck R, et al. Opioid receptor gene (OPRM1, OPRK1, and OPRD1) variants and response to naltrexone treatment for alcohol dependence: results from the VA cooperative study. Alcohol Clin Exp Res. 2007;31:555ā63.
Luo X, Zuo L, Kranzler H, Zhang H, Wang S, Gelernter J. Multiple OPR genes influence personality traits in substance dependent and healthy subjects in two American populations. Am J Med Genet B Neuropsychiatr Genet. 2008;147B:1028ā39.
Levran O, Londono D, O'Hara K, Nielsen DA, Peles E, Rotrosen J, et al. Genetic susceptibility to heroin addiction: a candidate gene association study. Genes Brain Behav. 2008;7:720ā9.
Kobayashi H, Hata H, Ujike H, Harano M, Inada T, Komiyama T, et al. Association analysis of delta-opioid receptor gene polymorphisms in methamphetamine dependence/psychosis. Am J Med Genet B Neuropsychiatr Genet. 2006;141B:482ā6.
Wang SC, Tsou HH, Ho IK, Lin KM, Liu YL. Pharmacogenomics study in a Taiwan methadone maintenance cohort. J food drug Anal. 2013;21:S62ās68.
Wang SC, Tsou HH, Chen CH, Chen YT, Ho IK, Hsiao CF, et al. Genetic polymorphisms in the opioid receptor mu1 gene are associated with changes in libido and insomnia in methadone maintenance patients. Eur Neuropsychopharmacol. 2012;22:695ā703.
Yang HC, Chu SK, Huang CL, Kuo HW, Wang SC, Liu SW, et al. Genome-wide pharmacogenomic study on methadone maintenance treatment identifies SNP rs17180299 and multiple haplotypes on CYP2B6, SPON1, and GSG1L associated with plasma concentrations of methadone R- and S-enantiomers in heroin-dependent patients. PLoS Genet. 2016;12:e1005910.
Tian JN, Ho IK, Tsou HH, Fang CP, Hsiao CF, Chen CH, et al. UGT2B7 genetic polymorphisms are associated with the withdrawal symptoms in methadone maintenance patients. Pharmacogenomics. 2012;13:879ā88.
Chen CH, Wang SC, Tsou HH, Ho IK, Tian JN, Yu CJ, et al. Genetic polymorphisms in CYP3A4 are associated with withdrawal symptoms and adverse reactions in methadone maintenance patients. Pharmacogenomics. 2011;12:1397ā406.
Wang SC, Ho IK, Tsou HH, Tian JN, Hsiao CF, Chen CH, et al. CYP2B6 polymorphisms influence the plasma concentration and clearance of the methadone S-enantiomer. J Clin Psychopharmacol. 2011;31:463ā9.
Wang SC, Ho IK, Tsou HH, Liu SW, Hsiao CF, Chen CH, et al. Functional genetic polymorphisms in CYP2C19 gene in relation to cardiac side effects and treatment dose in a methadone maintenance cohort. OMICS. 2013;17:519ā26.
Xuei X, Flury-Wetherill L, Bierut L, Dick D, Nurnberger J Jr, Foroud T, et al. The opioid system in alcohol and drug dependence: family-based association study. Am J Med Genet B Neuropsychiatr Genet. 2007;144B:877ā84.
Xu K, Liu XH, Nagarajan S, Gu XY, Goldman D. Relationship of the delta-opioid receptor gene to heroin abuse in a large Chinese case/control sample. Am J Med Genet. 2002;110:45ā50.
Yuan HY, Chiou JJ, Tseng WH, Liu CH, Liu CK, Lin YJ, et al. FASTSNP: an always up-to-date and extendable service for SNP function analysis and prioritization. Nucleic Acids Res. 2006;34:W635ā41.
Rodi C, Darnhofer-Patel B, Stanssens P, Zabeau M, van den Boom D. A strategy for the rapid discovery of disease markers using the MassARRAY system. Biotechniques. 2002;32:S62āS69.
Tost J, Gut IG. Genotyping single nucleotide polymorphisms by MALDI mass spectrometry in clinical applications. Clin Biochem. 2005;38:335ā50.
Barrett J, Fry B, Maller J, Daly M. Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics. 2005;21:263ā65.
Wang SC, Chung RH, Kuo HW, Liu TH, Fang CP, Liu SC, et al. GRK5 is associated with the regulation of methadone dosage in heroin dependence. Int J Neuropsychopharmacol. 2018;21:910ā17.
Nelson EC, Lynskey MT, Heath AC, Wray N, Agrawal A, Shand FL, et al. Association of OPRD1 polymorphisms with heroin dependence in a large case-control series. Addict Biol. 2014;19:111ā21.
Lotsch J, Geisslinger G. Pharmacogenetics of new analgesics. Br J Pharm. 2011;163:447ā60.
Gao X, Wang Y, Lang M, Yuan L, Reece AS, Wang W. Contribution of genetic polymorphisms and haplotypes in DRD2, BDNF, and opioid receptors to heroin dependence and endophenotypes among the Han Chinese. OMICS. 2017;21:404ā12.
Huang CC, Kuo SC, Yeh TC, Yeh YW, Chen CY, Liang CS, et al. OPRD1 gene affects disease vulnerability and environmental stress in patients with heroin dependence in Han Chinese. Prog Neuropsychopharmacol Biol Psychiatry. 2019;89:109ā16.
Luo R, Li X, Qin S, Luo Z, Luo X, Hu P, et al. Impact of SNP-SNP interaction among ABCB1, ARRB2, DRD1 and OPRD1 on methadone dosage requirement in Han Chinese patients. Pharmacogenomics. 2017;18:1659ā70.
Cavun S, Resch GE, Evec AD, Rapacon-Baker MM, Millington WR. Blockade of delta opioid receptors in the ventrolateral periaqueductal gray region inhibits the fall in arterial pressure evoked by hemorrhage. J Pharm Exp Ther. 2001;297:612ā9.
Henderson LA, Keay KA, Bandler R. Delta- and kappa-opioid receptors in the caudal midline medulla mediate haemorrhage-evoked hypotension. Neuroreport. 2002;13:729ā33.
degli Uberti EC, Ambrosio MR, Vergnani L, Portaluppi F, Bondanelli M, Trasforini G, et al. Stress-induced activation of sympathetic nervous system is attenuated by the delta-opioid receptor agonist deltorphin in healthy man. J Clin Endocrinol Metab. 1993;77:1490ā4.
McBride SM, Smith-Sonneborn J, Oeltgen P, Flynn FW. Delta2 opioid receptor agonist facilitates mean arterial pressure recovery after hemorrhage in conscious rats. Shock. 2005;23:264ā8.
Rutten M, Govindaswami M, Oeltgen P, Sonneborn JS. Post-treatment with the novel deltorphin E, a delta2-opioid receptor agonist, increases recovery and survival after severe hemorrhagic shock in behaving rats. Shock. 2008;29:42ā8.
Zeng X, Zhao X, Yang Y, Kuai J, Gao C, Yu D, et al. Opioid delta(1) and delta(2) receptor agonist attenuate myocardial injury via mPTP in rats with acute hemorrhagic shock. J Surg Res. 2011;169:267ā76.
Messeguer X, Escudero R, Farre D, Nunez O, Martinez J, Alba MM. PROMO: detection of known transcription regulatory elements using species-tailored searches. Bioinformatics. 2002;18:333ā4.
Farre D, Roset R, Huerta M, Adsuara JE, Rosello L, Alba MM, et al. Identification of patterns in biological sequences at the ALGGEN server: PROMO and MALGEN. Nucleic Acids Res. 2003;31:3651ā3.
Badal S, Turfus S, Rajnarayanan R, Wilson-Clarke C, Sandiford SL. Analysis of natural product regulation of opioid receptors in the treatment of human disease. Pharm Ther. 2018;184:51ā80.
Guo J, Wu Y, Zhang W, Zhao J, Devi LA, Pei G, et al. Identification of G protein-coupled receptor kinase 2 phosphorylation sites responsible for agonist-stimulated delta-opioid receptor phosphorylation. Mol Pharmacol. 2000;58:1050ā6.
Wang SC, Tsou HH, Chung RH, Chang YS, Fang CP, Chen CH, et al. The association of genetic polymorphisms in the kappa-opioid receptor 1 gene with body weight, alcohol use, and withdrawal symptoms in patients with methadone maintenance. J Clin Psychopharmacol. 2014;34:205ā11.
Acknowledgements
We thank Ming-Chu Tseng, Pei-Fang Li, Shu-Chuan Ting, Yu-Ching Lin, Miao-Fang Lee, Chi-Yun Huang, and Yu-Hun Tsai of the nursing staff from the six participating hospitals for interviewing the patients. We also thank the Clinical Trial Information Management System (CTIMeS) at NHRI for the data collection. We thank the National Center for Genome Medicine at Academia Sinica, Taiwan, for genotyping/technical support. This Center was supported by grants from the National Core Facility Program for Biotechnology of National Science Council, Taiwan. We also acknowledge the significant contributions of the Tao-yuan Mental Hospital, En-Chu-Kong Hospital, Far-Eastern Memorial Hospital, Taipei City Hospital Song-De, and Yang-Ming Branches, China Medical University Hospital, and Wei Gong Memorial Hospital. This study was supported by grants from the National Research Program for Genomic Medicine (NSC 98-3112-B-400-011, NSC 99-3112-B-400-003, and NSC 100-3112-B-400-015), the National Science Council (NSC 97-2314-B-400-001-MY3, and NSC 100-2314-B-400-002-MY3), Ministry of Science and Technology (MOST 106-2320-B-400-012), and National Health Research Institutes, Taiwan (NP-107-PP-06, NP-108-PP-06, NP-107-SP-04, and NP-108-SP-04).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisherās note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
About this article
Cite this article
Fang, CP., Wang, SC., Tsou, HH. et al. Genetic polymorphisms in the opioid receptor delta 1 (OPRD1) gene are associated with methadone dose in methadone maintenance treatment for heroin dependence. J Hum Genet 65, 381ā386 (2020). https://doi.org/10.1038/s10038-019-0718-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s10038-019-0718-x