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Yuferov V, Butelman ER, Randesi M, van den Brink W, Blanken P, van Ree JM, Kreek MJ. Association of Serotonin Transporter (SERT) Polymorphisms with Opioid Dependence and Dimensional Aspects of Cocaine Use in a Caucasian Cohort of Opioid Users. Neuropsychiatr Dis Treat 2021; 17:659-670. [PMID: 33658787 PMCID: PMC7920580 DOI: 10.2147/ndt.s286536] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Accepted: 12/25/2020] [Indexed: 01/06/2023] Open
Abstract
INTRODUCTION A functional tandem repeat polymorphism in the promoter of the serotonin transporter (SERT) gene (SLC6A4) has been studied for association to neuropsychiatric conditions, including substance use disorders. Short (S) forms of this repeat result in reduced transcription, and presumably greater synaptic levels of serotonin, which are involved in opioid and cocaine-induced reward. Dual exposure to heroin and cocaine is a common pattern of poly-drug use and is associated with considerable morbidity. We hypothesize that SLC6A4 variants are associated with cocaine exposure in subjects with an opioid dependence diagnosis (OD), and also in non-dependent opioid users (NOD). Other single nucleotide polymorphisms (SNPs) of SLC6A4 may also be likewise associated. MATERIALS AND METHODS This study determined whether variants of the SLC6A4 promoter repeats and two intronic SNPs, rs16965628 and rs2066713, are associated with categorical diagnoses of opioid dependence (DSM-IV criteria) and with dimensional aspects of cocaine use, in a Caucasian cohort (n=591). Three groups of subjects were examined: (1) 276 subjects with opioid dependence diagnosis (OD); (2) 163 subjects who had used opioids for non-medical reasons but never had an opioid dependence diagnosis (NOD); (3) 152 healthy controls (HC). RESULTS Aside from high exposure to heroin in the OD group, relatively high exposure to cocaine was detected in both OD and NOD groups. The SERT repeat genotype (classified as "long-long" [LL] versus "short-long" plus "short-short" [SL+SS]) was not associated with categorical opioid dependence diagnoses. A nominally significant association was identified with the [SL+SS] genotype of SLC6A4 and cocaine KMSK scores ≥"cutpoint" for a cocaine dependence diagnosis (p=0.026). The [SL+SS] genotype was associated with more rapid cocaine escalation than the LL genotype. No significant associations of rs16965628 and rs2066713 SNPs were found overall. CONCLUSION The functional SERT promoter tandem repeat genotype may be associated to heavy cocaine exposure and more rapid escalation of cocaine use, in persons with and without opioid dependence diagnosis.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, 10065, USA
| | - Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, 10065, USA
| | - Matthew Randesi
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, 10065, USA
| | - Wim van den Brink
- Amsterdam University Medical Centers, Location Academic Medical Center, Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands
| | - Peter Blanken
- Parnassia Addiction Research Centre, The Hague, The Netherlands
| | - Jan M van Ree
- Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, 10065, USA
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Yuferov V, Randesi M, Butelman ER, van den Brink W, Blanken P, van Ree JM, Ott J, Kreek MJ. Association of variants of prodynorphin promoter 68-bp repeats in caucasians with opioid dependence diagnosis: Effect on age trajectory of heroin use. Neurosci Lett 2019; 704:100-105. [PMID: 30936032 DOI: 10.1016/j.neulet.2019.03.038] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 03/19/2019] [Accepted: 03/22/2019] [Indexed: 10/27/2022]
Abstract
The dynorphin/kappa opioid receptor (Dyn/KOR) system is involved in reward processing and dysphoria/anhedonia. Exposure to mu-opioid receptor agonists such as heroin increases expression of the prodynorphin gene (PDYN) in the brain. In this study in a Caucasian cohort, we examined the association of the functional PDYN 68-bp repeat polymorphism with opioid use disorders. In this case-control study, 554 subjects with Caucasian ancestry (142 healthy controls, 153 opioid-exposed, but never opioid dependent, NOD, and 259 with an opioid dependence diagnosis, OD) were examined for association of the PDYN 68-bp repeats with the diagnosis of opioid dependence (DSM-IV criteria), with a dimensional measure of heroin exposure (KMSK scale), and age trajectory parameters of heroin use (age of heroin first use, and age of onset of heaviest use). The PDYN 68-bp repeat genotype (classified as: "short-short" [SS], "long-long" [LL], and "short-long" [SL], based on the number of repeats) was not associated with categorical opioid dependence diagnoses. However, the LL genotype was associated with later age of first heroin use than the SS + SL genotype (19 versus 18 years; p < 0.01). This was also confirmed by a significant positive correlation between the number of repeats and the age of first use of heroin, in volunteers with OD (Spearman r = 0.16; p = 0.01). This suggests that the functional PDYN 68-bp repeat genotype is associated with the age of first use of heroin in Caucasians diagnosed with opioid dependence.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY, 10065, USA.
| | - Matthew Randesi
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY, 10065, USA
| | - Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY, 10065, USA
| | - Wim van den Brink
- Amsterdam Institute for Addiction Research, Department of Psychiatry, University of Amsterdam, PO Box 22660, Amsterdam, the Netherlands
| | - Peter Blanken
- Parnassia Addiction Research Centre, the Hague, the Netherlands
| | - Jan M van Ree
- Brain Center Rudolf Magnus, University Medical Center Utrecht, the Netherlands
| | - Jürg Ott
- Laboratory of Statistical Genetics, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY, 10065, USA
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Yuferov V, Butelman ER, Kreek MJ. Gender-specific association of functional prodynorphin 68 bp repeats with cannabis exposure in an African American cohort. Neuropsychiatr Dis Treat 2018; 14:1025-1034. [PMID: 29713172 PMCID: PMC5909790 DOI: 10.2147/ndt.s159954] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Cannabis use disorders (CUDs) cause substantial neuropsychiatric morbidity and comorbidity. There is evidence for gender-based differences in CUDs, for instance, a greater prevalence in males than in females. The main active component of cannabis is delta 9-tetrahydrocannabinol (delta 9-THC), a partial agonist of the cannabinoid type 1 receptor. Preclinical studies show that genetic or pharmacological manipulation of the kappa opioid receptor/dynorphin system modulates the effects of delta 9-THC. METHODS In this case-control study of adult African Americans (n=476; 206 females, 270 males), we examined the association of the functional prodynorphin 68 bp (PDYN 68 bp) promoter repeats with categorical diagnoses of cannabis dependence (Diagnostic and Statistical Manual of Mental Disorders-IV criteria), as well as with a rapid dimensional measure of maximum lifetime cannabis exposure (the Kreek-McHugh-Schluger-Kellogg cannabis scale). RESULTS The PDYN 68 bp genotype (examined as short-short [SS], short-long [SL], or long-long [LL], based on the number of repeats) was not significantly associated with categorical cannabis-dependence diagnoses, either in males or in females. However, in males, the PDYN 68 bp SS+SL genotype was associated with both greater odds of any use of cannabis (p<0.05) and earlier age of first cannabis use, compared to the LL genotype (ie, 15 versus 16.5 years of age; p<0.045). Males in the SS+SL group also had greater odds of high lifetime exposure to cannabis, compared to the LL group (p<0.045). Of interest, none of the aforementioned genetic associations were significant in females. CONCLUSION This study provides the first data on how the PDYN 68 bp genotype is associated with gender-specific patterns of exposure to cannabis. Overall, this study shows that PDYN 68 bp polymorphisms affect behaviors involved in early stages of nonmedical cannabis use and potentially lead to increasing self-exposure. These data may eventually lead to improvements in personalized medicine for the prevention and treatment of highly prevalent CUDs and neuropsychiatric comorbidities.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
| | - Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
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Yuferov V, Zhang Y, Liang Y, Zhao C, Randesi M, Kreek MJ. Oxycodone Self-Administration Induces Alterations in Expression of Integrin, Semaphorin and Ephrin Genes in the Mouse Striatum. Front Psychiatry 2018; 9:257. [PMID: 29946272 PMCID: PMC6005861 DOI: 10.3389/fpsyt.2018.00257] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 05/24/2018] [Indexed: 11/28/2022] Open
Abstract
Oxycodone is one a commonly used medication for pain, and is also a widely abused prescription opioid, like other short-acting MOPr agonists. Neurochemical and structural adaptations in brain following chronic MOPr-agonist administration are thought to underlie pathogenesis and persistence of opiate addiction. Many axon guidance molecules, such as integrins, semaphorins, and ephrins may contribute to oxycodone-induced neuroadaptations through alterations in axon-target connections and synaptogenesis, that may be implicated in the behaviors associated with opiate addiction. However, little is known about this important area. The aim of this study is to investigate alterations in expression of selected integrin, semaphorin, ephrins, netrin, and slit genes in the nucleus accumbens (NAc) and caudate putamen (CPu) of mice following extended 14-day oxycodone self-administration (SA), using RNAseq. Methods: Total RNA from the NAc and CPu were isolated from adult male C57BL/6J mice within 1 h after the last session of oxycodone in a 14-day self-administration paradigm (4h/day, 0.25 mg/kg/infusion, FR1) or from yoked saline controls. Gene expressions were examined using RNA sequencing (RNA-Seq) technology. RNA-Seq libraries were prepared using Illumina's TruSeq® Stranded Total RNA LT kit. The reads were aligned to the mouse reference genome (version mm10) using STAR. DESeq2 was applied to the counts of protein coding genes to estimate the fold change between the treatment groups. False Discovery Rate (FDR) q < 0.1 were used to select genes that have a significant expression change. For selection of a subset of genes related to axon guidance pathway, REACTOME was used. Results: Among 38 known genes of the integrin, semaphorin, and ephrin gene families, RNA-seq data revealed up-regulation of six genes in the NAc: heterodimer receptor, integrins Itgal, Itgb2, and Itgam, and its ligand semaphorin Sema7a, two semaphorin receptors, plexins Plxnd1 and Plxdc1. There was down-regulation of eight genes in this region: two integrin genes Itga3 and Itgb8, semaphorins Sema3c, Sema4g, Sema6a, Sema6d, semaphorin receptor neuropilin Nrp2, and ephrin receptor Epha3. In the CPu, there were five differentially expressed axon guidance genes: up-regulation of three integrin genes, Itgal, Itgb2, Itga1, and down-regulation of Itga9 and ephrin Efna3 were thus observed. No significant alterations in expression of Netrin-1 or Slit were observed. Conclusion: We provide evidence for alterations in the expression of selective axon guidance genes in adult mouse brain following chronic self-administration of oxycodone. Further examination of oxycodone-induced changes in the expression of these specific axon guidance molecules and integrin genes in relation to behavior may provide new insights into development of addiction to oxycodone.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, United States
| | - Yong Zhang
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, United States
| | - Yupu Liang
- Research Bioinformatics, Clinical and Translational Science Award, The Rockefeller University, New York, NY, United States
| | - Connie Zhao
- Genomic Resource Center, The Rockefeller University, New York, NY, United States
| | - Matthew Randesi
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, United States
| | - Mary J Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, United States
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Randesi M, van den Brink W, Levran O, Yuferov V, Blanken P, van Ree JM, Ott J, Kreek MJ. Dopamine gene variants in opioid addiction: comparison of dependent patients, nondependent users and healthy controls. Pharmacogenomics 2017; 19:95-104. [PMID: 29210332 DOI: 10.2217/pgs-2017-0134] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
AIM To determine whether specific dopaminergic system gene variants are associated with opioid dependence. PATIENTS & METHODS Subjects included 153 healthy controls, 163 opioid exposed, but not dependent and 281 opioid dependent. Genotypes of 90 variants in 13 genes were examined. RESULTS The most significant results were obtained for DA β-hydroxylase variants, rs2073837 and rs1611131, which were associated with protection from addiction (q = 0.0172, 0.0415, respectively) and the functional TH variant, rs2070762, was associated with more risk (q = 0.0387). The three variants also showed a combined effect that remained significant after correction for multiple testing (pfinal = 0.0039). CONCLUSION These data offer support that dopaminergic gene variants have a role in opioid dependence and warrant further study.
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Affiliation(s)
- Matthew Randesi
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
| | - Wim van den Brink
- Central Committee on the Treatment of Heroin Addicts (CCBH), Universiteitsweg 100, 3584 CG Utrecht, The Netherlands.,Amsterdam Institute for Addiction Research, Department of Psychiatry, Academic Medical Center, University of Amsterdam, PO Box 22660, 1100 DD Amsterdam, The Netherlands
| | - Orna Levran
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
| | - Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
| | - Peter Blanken
- Central Committee on the Treatment of Heroin Addicts (CCBH), Universiteitsweg 100, 3584 CG Utrecht, The Netherlands.,Parnassia Addiction Research Centre (PARC, Brijder Addiction Treatment) PO Box 53002, 2505 AA The Hague, The Netherlands
| | - Jan M van Ree
- Central Committee on the Treatment of Heroin Addicts (CCBH), Universiteitsweg 100, 3584 CG Utrecht, The Netherlands.,Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | - Jurg Ott
- Laboratory of Statistical Genetics, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Ave, New York, NY 10065, USA
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Zhang Y, Liang Y, Levran O, Randesi M, Yuferov V, Zhao C, Kreek MJ. Alterations of expression of inflammation/immune-related genes in the dorsal and ventral striatum of adult C57BL/6J mice following chronic oxycodone self-administration: a RNA sequencing study. Psychopharmacology (Berl) 2017; 234:2259-2275. [PMID: 28653080 PMCID: PMC5826641 DOI: 10.1007/s00213-017-4657-y] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Accepted: 05/25/2017] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Non-medical use of prescription opioids such as the mu opioid receptor (MOP-r) agonist oxycodone is a growing problem in the USA and elsewhere. There is limited information about oxycodone's impact on diverse gene systems in the brain. OBJECTIVES The current study was designed to examine how chronic oxycodone self-administration (SA) affects gene expression in the terminal areas of the nigrostriatal and mesolimbic dopaminergic pathways in mice. METHOD Adult male C57BL/6J mice underwent a 14-day oxycodone self-administration procedure (4 h/day, 0.25 mg/kg/infusion, FR1) and were euthanized 1 h after the last session. The dorsal and ventral striata were dissected, and total RNAs were extracted. Gene expressions were examined using RNA sequencing. RESULT We found that oxycodone self-administration exposure led to alterations of expression in numerous genes related to inflammation/immune functions in the dorsal striatum (54 upregulated genes and 1 downregulated gene) and ventral striatum (126 upregulated genes and 15 downregulated genes), with 38 upregulated genes identified in both brain regions. CONCLUSION This study reveals novel neurobiological mechanisms underlying some of the effects of a commonly abused prescription opioid. We propose that inflammation/immune gene systems may undergo a major change during chronic self-administration of oxycodone.
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Affiliation(s)
- Yong Zhang
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, Box 171, New York, NY, 10065, USA.
| | - Yupu Liang
- Research Bioinformatics, CCTS, The Rockefeller University, New York, NY 10065
| | - Orna Levran
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065
| | - Matthew Randesi
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065
| | - Vadim Yuferov
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065
| | - Connie Zhao
- Genomics Resource Center, The Rockefeller University, New York, NY, 10065
| | - Mary Jeanne Kreek
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065
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Valenza M, Picetti R, Yuferov V, Butelman ER, Kreek MJ. Strain and cocaine-induced differential opioid gene expression may predispose Lewis but not Fischer rats to escalate cocaine self-administration. Neuropharmacology 2016; 105:639-650. [PMID: 26777278 DOI: 10.1016/j.neuropharm.2016.01.004] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Revised: 12/11/2015] [Accepted: 01/03/2016] [Indexed: 11/24/2022]
Abstract
The aim of the present study was to investigate alterations in gene expression of opioid system components induced by extended access (18 h) cocaine self-administration and to determine the impact of genetic background in the vulnerability to escalate cocaine intake. Comparing two inbred rat strains, we previously reported that Lewis rats progressively escalated cocaine consumption compared to Fischer rats, in a new translational model of intravenous cocaine self-administration, which included 14 sessions of 18-h operant sessions in which rats were allowed to select the cocaine unit dose to self-administer. We compare here Fischer and Lewis rats in the gene expression of endogenous opioid peptides (Pomc, Penk, Pdyn) and cognate receptors (Oprm, Oprk and Oprd) in reward-related brain regions, after exposure to either cocaine self-administration or yoked-saline, in the aforementioned translational paradigm. We performed a correlation analysis between the mRNA level, found in the Dorsal Striatum (DS), Nucleus accumbens (NAcc) shell and core respectively, and individual cocaine intake. Our findings show that the gene expression of all the aforementioned opioid genes exhibit strain-dependent differences in the DS, in absence of cocaine exposure. Also, different strain-specific cocaine-induced mRNA expression of Oprm and Oprk was found in DS. Only few differences were found in the ventral parts of the striatum. Moreover, gene expression level of Pdyn, Penk, Oprk, and Oprm in the DS was significantly correlated with cocaine intake only in Fischer rats. Overall, these data shed light on potential genetic differences which may predispose of subjects to initiate and escalate cocaine consumption.
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Affiliation(s)
- Marta Valenza
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA.
| | - Roberto Picetti
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA; Department of Social and Environmental Health Research, London School of Hygiene and Tropical Medicine, London, UK
| | - Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
| | - Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA
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Abstract
Addiction to MOP-r agonists such as heroin (and also addiction to prescription opioids) has reemerged as an epidemic in the twenty first century, causing massive morbidity. Understanding the genetics contributing to susceptibility to this disease is crucial for the identification of novel therapeutic targets, and also for discovery of genetic markers which would indicate relative protection or vulnerability from addiction, and relative responsiveness to pharmacotherapy. This information could thus eventually inform clinical practice. In this review, we focus primarily on association studies of heroin and opiate addiction, and further describe the studies which have been replicated in this field, and are thus more likely to be useful for translational efforts.
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Affiliation(s)
- Brian Reed
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY, 10065, USA
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Picetti R, Schlussman SD, Zhou Y, Ray B, Ducat E, Yuferov V, Kreek MJ. Addictions and stress: clues for cocaine pharmacotherapies. Curr Pharm Des 2014; 19:7065-80. [PMID: 23574443 DOI: 10.2174/13816128113199990610] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Accepted: 04/04/2013] [Indexed: 11/22/2022]
Abstract
Addictions are chronic relapsing brain diseases, with behavioral manifestations. Three main factors contribute to the development of an addiction: environment, including stress, the reinforcing effects of the drug, and genetics. In this review we will discuss the involvement of the dysregulation of the stress responsive hypothalamic-pituitary-adrenal (HPA) axis in the acquisition of, and persistence to drug addiction (Section B). Addictions to specific drugs such as cocaine/psychostimulants, alcohol, and mu-opioid receptor agonists (e.g., heroin) have some common direct or downstream effects, including modulation of dopaminergic systems. Through its action on the dopaminergic signaling pathways, cocaine affects the HPA axis, and brain nuclei responsible for movements, and rewarding effects. Several neurobiological systems have been implicated with cocaine addiction, including dopamine, serotonin and glutamate systems, opioid receptor and opioid neuropeptide gene systems, stress-responsive systems including CRF, vasopressin and orexin. The use of animal models (Sections C and D) has been essential for studying the individual vulnerabilities to the effects of drugs of abuse and the neural pathways and neurotransmitters affected by these drugs. Basic clinical research has revealed important relationship between cocaine use, HPA axis responsiveness, and gender (Section E). Finally, we will discuss gene polymorphisms that are associated with drug use (Section F). Results from animal models and basic clinical research have shown important interactions between the dopaminergic and the opioid systems. Hence, compounds modulating the opioid system may be beneficial in treating cocaine addiction.
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Affiliation(s)
- R Picetti
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, Senior Physician, The Rockefeller University Hospital, 1230 York Avenue - Box 171, New York, NY 10065.
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Yuferov V, Butelman ER, Ho A, Morgello S, Kreek MJ. Neurocognitive and neuroinflammatory correlates of PDYN and OPRK1 mRNA expression in the anterior cingulate in postmortem brain of HIV-infected subjects. J Neuroinflammation 2014; 11:5. [PMID: 24405578 PMCID: PMC3896676 DOI: 10.1186/1742-2094-11-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Accepted: 12/21/2013] [Indexed: 01/22/2023] Open
Abstract
Chronic inflammation may contribute to neuropsychological impairments in individuals with HIV, and modulation of this inflammatory response by opiate receptor ligands is important in light of the prevalence of drug use in HIV populations. Exogenous MOR and KOR agonists have differential effects on central nervous system (CNS) immunity and, while some data suggest KOR agonists are immunosuppressive, the KOR agonist dynorphin has been shown to stimulate human monocyte chemotaxis. In this study, we examined mRNA levels of endogenous opioid receptors OPRK1 and OPRM1, prodynorphin (PDYN), macrophage scavenger receptor CD163, and microglia/macrophage marker CD68 in the caudate and anterior cingulate of postmortem brains from HIV-positive and HIV-negative subjects. Brain tissues of HIV-infected (n = 24) and control subjects (n = 15) were obtained from the Manhattan HIV Brain Bank. Quantification of the gene mRNA was performed using SYBR Green RT-PCR. CD68 and CD163 were increased in HIV-positive (HIV+) compared to HIV-negative (HIV-) individuals in both brain regions. There were higher OPRK1 (P <0.005), and lower PDYN mRNA (P <0.005) levels in the anterior cingulate of HIV+ compared to HIV- subjects. This difference between the clinical groups was not found in the caudate. There was no difference in the levels of OPRM1 mRNA between HIV+ and HIV- subjects. Using linear regression analysis, we examined the relationship of OPRK1 and PDYN mRNA levels in the HIV+ subjects with seven cognitive domain T scores of a neuropsychological test battery. Within the HIV+ subjects, there was a positive correlation between anterior cingulate PDYN mRNA levels and better T-scores in the motor domain. Within the HIV+ subjects there were also positive correlations of both OPRK1 and PDYN mRNA levels with the anti-inflammatory marker CD163, but not with proinflammatory CD68 levels. In this setting, decreased PDYN mRNA may reflect a homeostatic mechanism to reduce monocyte migration, accompanied by compensatory increases in the cognate receptor (KOR) to dampen pro-inflammatory responses. It is possible that enhanced neuroprotection and better motor performance are associated with higher levels of dynorphin and the recruitment of neuroprotective CD163-positive macrophages. Further studies are needed to test this hypothesis.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA.
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Lawhorn C, Yuferov V, Randesi M, Ho A, Morgello S, Kreek MJ, Levran O. Genetic diversity and linkage disequilibrium in the chemokine receptor CCR2-CCR5 region among individuals and populations. Cytokine 2013; 64:571-6. [PMID: 24011637 DOI: 10.1016/j.cyto.2013.08.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2013] [Revised: 07/16/2013] [Accepted: 08/12/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND Chemokine receptors CCR2 and CCR5 play a key role in immune and inflammatory responses and have been associated with several diseases, including AIDS. In order to comprehend health disparities it is important to understand the nature of genetic variation in specific genes of interest in different populations. Current studies of the CCR2 and CCR5 receptor genes are primarily focused on the CCR5-Δ32, and CCR2-V64I SNPs. METHODS Sanger sequencing was used to sequence the regions containing 16 SNPs in the adjacent CCR2 and CCR5 genes (including CCR5-Δ32, and CCR2-V64I) in 249 subjects of African, European and Hispanic ancestry. Linkage disequilibrium (LD) and haplotypes were determined using Haploview. RESULTS The data revealed large differences in allele frequencies of several SNPs and LD patterns among the ethnic groups, including SNPs that were restricted to Africans or Europeans. Seven known CCR5 haplotypes and six novel CCR2 haplotypes were identified. A rare case of an HIV+ subject with the CCR5-Δ32/Δ32 was identified. CONCLUSIONS These data demonstrate a LD between CCR2 and CCR5 at several loci and provide new information about CCR2 that contributes to our understanding of its population-specific genetic variability. The data indicate that in addition to CCR5-Δ32 and CCR2-V64I, other SNPs and haplotypes may be important genetic determinants of disease and should be investigated.
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Affiliation(s)
- Collene Lawhorn
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA.
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12
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Yuferov V, Ho A, Morgello S, Yang Y, Ott J, Kreek MJ. Expression of ephrin receptors and ligands in postmortem brains of HIV-infected subjects with and without cognitive impairment. J Neuroimmune Pharmacol 2013; 8:333-44. [PMID: 23314923 DOI: 10.1007/s11481-012-9429-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Accepted: 12/09/2012] [Indexed: 12/24/2022]
Abstract
Despite the successes of combination antiretroviral therapy, HIV-associated neurocognitive disorders persist in many infected individuals. Earlier studies showed that neurocognitive impairment was associated with glutamate toxicity and synaptodendritic damage. We examined alterations in expression of four ephrin genes that are involved in synapse formation and recruitment of glutamate receptors to synapses, in the caudate and anterior cingulate in postmortem brain of cognitively characterized HIV-infected subjects, along with expression of neuronal and astroglial/macroglial markers. Postmortem tissues of HIV-infected and control subjects were obtained from the Manhattan HIV Brain Bank. HIV-infected subjects underwent neurocognitive assessment prior to death. Quantification of mRNA of genes of chemokine receptors and chemokines (CCR5, CXCR4, CCL2), astroglial/microglial markers (GFAP, CD163, CD68), the neuronal marker SNAP25, ephrin receptors EPHA4 and EPHB2, and ephrin ligands EFNB1 and EFNB2 was performed using SYBR Green RT-PCR. Proinflammatory chemokine and glial/macrophage mRNA levels in both regions were significantly greater in HIV+ than in HIV- subjects. Levels of EPHA4 and EFNB2 mRNA in the caudate, and EPHB2 mRNA in anterior cingulate were significantly lower in HIV+ subjects (p < 0.002, p < 0.02, p < 0.05, respectively). These transcripts also showed correlations with immune status and cognitive function within the HIV-infected group. Decreased levels of EFNB2 mRNA in the caudate correlated with lower CD4 counts (P < 0.05). Cognitive associations were limited to the cingulate, where decreased levels of EPHB2 mRNA were associated with better global cognitive status. Decreased cingulate expression of EPHB2 may represent a compensatory mechanism minimizing excitotoxic injury in the face of chronic inflammation.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA.
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13
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Butelman ER, Yuferov V, Kreek MJ. κ-opioid receptor/dynorphin system: genetic and pharmacotherapeutic implications for addiction. Trends Neurosci 2012; 35:587-96. [PMID: 22709632 DOI: 10.1016/j.tins.2012.05.005] [Citation(s) in RCA: 140] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2011] [Revised: 04/27/2012] [Accepted: 05/17/2012] [Indexed: 11/17/2022]
Abstract
Addictions to cocaine or heroin/prescription opioids [short-acting μ-opioid receptor (MOPr) agonists] involve relapsing cycles, with experimentation/escalating use, withdrawal/abstinence, and relapse/re-escalation. κ-Opioid receptors (KOPr; encoded by OPRK1), and their endogenous agonists, the dynorphins (encoded by PDYN), have counter-modulatory effects on reward caused by cocaine or MOPr agonist exposure, and exhibit plasticity in addictive-like states. KOPr/dynorphin activation is implicated in depression/anxiety, often comorbid with addictions. In this opinion article we propose that particular stages of the addiction cycle are differentially affected by KOPr/dynorphin systems. Vulnerability and resilience can be due to pre-existing (e.g., genetic) factors, or epigenetic modifications of the OPRK1 or PDYN genes during the addiction cycle. Pharmacotherapeutic approaches limiting changes in KOPr/dynorphin tone, especially with KOPr partial agonists, may hold potential for the treatment of specific drug addictions and psychiatric comorbidity.
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MESH Headings
- Adaptation, Biological/genetics
- Adaptation, Biological/physiology
- Animals
- Behavior, Addictive/drug therapy
- Behavior, Addictive/genetics
- Behavior, Addictive/physiopathology
- Disease Models, Animal
- Drug Discovery/methods
- Dynorphins/physiology
- Enkephalins/genetics
- Genetic Predisposition to Disease/genetics
- Humans
- Illicit Drugs/pharmacology
- Narcotic Antagonists/pharmacology
- Narcotic Antagonists/therapeutic use
- Polymorphism, Genetic
- Protein Precursors/genetics
- Receptors, Opioid, kappa/agonists
- Receptors, Opioid, kappa/antagonists & inhibitors
- Receptors, Opioid, kappa/physiology
- Recurrence
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Affiliation(s)
- Eduardo R Butelman
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA
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14
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Reed B, Fang N, Mayer-Blackwell B, Chen S, Yuferov V, Zhou Y, Kreek MJ. Chromatin alterations in response to forced swimming underlie increased prodynorphin transcription. Neuroscience 2012; 220:109-18. [PMID: 22698692 DOI: 10.1016/j.neuroscience.2012.06.006] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2012] [Revised: 06/01/2012] [Accepted: 06/04/2012] [Indexed: 12/11/2022]
Abstract
Antagonism of the kappa opioid receptor (KOR) has been reported to have anti-depressant-like properties. The dynorphin/KOR system is a crucial neurochemical substrate underlying the pathologies of addictive diseases, affective disorders and other disease states. However, the molecular underpinnings and neuroanatomical localization of the dysregulation of this system have not yet been fully elucidated. Utilizing the Porsolt Forced Swim Test (FST), an acute stressor commonly used as in rodent models measuring antidepressant efficacy, male Sprague-Dawley rats were subject to forced swimming for 15 min, treated 1h with vehicle or norbinaltorphimine (nor-BNI) (5 or 10mg/kg), and then 1 day later subject to FST for 5 min. In accordance with previous findings, nor-BNI dose dependently increased climbing time and reduced immobility. In comparison to control animals not exposed to FST, we observed a significant elevation in prodynorphin (pDyn) mRNA levels following FST using real-time optical polymerase chain reaction (PCR) in the caudate putamen but not in the nucleus accumbens, hypothalamus, amygdala, frontal cortex, or hippocampus. nor-BNI treatment did not affect pDyn mRNA levels in comparison to animals that received vehicle. The corresponding brain regions from the opposite hemisphere were analyzed for underlying chromatin modifications of the prodynorphin gene promoter region using chromatin immunoprecipitation with antibodies against specifically methylated histones H3K27Me2, H3K27Me3, H3K4Me2, and H3K4Me3, as well as CREB-1 and MeCP2. Significant alterations in proteins bound to DNA in the Cre-3, Cre-4, and Sp1 regions of the prodynorphin promoter were found in the caudate putamen of the FST saline-treated animals compared to control animals, with no changes observed in the hippocampus. Epigenetic changes resulting in elevated dynorphin levels specifically in the caudate putamen may in part underlie the enduring effects of stress.
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Affiliation(s)
- B Reed
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA.
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15
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Abstract
A polymorphic 68-bp tandem repeat has been identified within the promoter of the human prodynorphin (PDYN) gene. We found that this 68-bp repeat in the PDYN promoter occurs naturally up to five times. We studied the effect of the number of 68-bp repeats, and of a SNP (rs61761346) found within the repeat on PDYN gene promoter activity. Thirteen promoter forms, different naturally occurring combinations of repeats and the internal SNP, were cloned upstream of the luciferase reporter gene, transfected into human SK-N-SH, H69, or HEK293 cells. Cells were then stimulated with TPA or caffeine. We found cell-specific effects of the number of 68-bp repeats on the transcriptional activity of the PDYN promoter. In SK-N-SH and H69 cells, three or four repeats led to lower expression of luciferase than did one or two repeats. The opposite effect was found in HEK293 cells. The SNP also had an effect on PDYN gene expression in both SK-N-SH and H69 cells; promoter forms with the A allele had significantly higher expression than promoter forms with the G allele. These results further our understanding of the complex transcriptional regulation of the PDYN gene promoter.
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Affiliation(s)
- Morgane Rouault
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, USA
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16
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Yuferov V, Levran O, Proudnikov D, Nielsen DA, Kreek MJ. Search for genetic markers and functional variants involved in the development of opiate and cocaine addiction and treatment. Ann N Y Acad Sci 2010; 1187:184-207. [PMID: 20201854 DOI: 10.1111/j.1749-6632.2009.05275.x] [Citation(s) in RCA: 73] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Addiction to opiates and illicit use of psychostimulants is a chronic, relapsing brain disease that, if left untreated, can cause major medical, social, and economic problems. This article reviews recent progress in studies of association of gene variants with vulnerability to develop opiate and cocaine addictions, focusing primarily on genes of the opioid and monoaminergic systems. In addition, we provide the first evidence of a cis-acting polymorphism and a functional haplotype in the PDYN gene, of significantly higher DNA methylation rate of the OPRM1 gene in the lymphocytes of heroin addicts, and significant differences in genotype frequencies of three single-nucleotide polymorphisms of the P-glycoprotein gene (ABCB1) between "higher" and "lower" methadone doses in methadone-maintained patients. In genomewide and multigene association studies, we found association of several new genes and new variants of known genes with heroin addiction. Finally, we describe the development and application of a novel technique: molecular haplotyping for studies in genetics of drug addiction.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, Rockefeller University, New York, New York 10065, USA
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17
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Nielsen DA, Hamon S, Yuferov V, Jackson C, Ho A, Ott J, Kreek MJ. Ethnic diversity of DNA methylation in the OPRM1 promoter region in lymphocytes of heroin addicts. Hum Genet 2010; 127:639-49. [PMID: 20237803 DOI: 10.1007/s00439-010-0807-6] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 02/19/2010] [Indexed: 12/21/2022]
Abstract
The mu-opioid receptor is the site of action of many endogenous opioids as well as opiates. We hypothesize that differences in DNA methylation of specific CpG dinucleotides between former severe heroin addicts in methadone maintenance treatment and control subjects will depend, in part, upon ethnicity. DNA methylation analysis of the mu-opioid receptor gene (OPRM1) promoter region was performed on African-Americans (118 cases, 80 controls) and Hispanics (142 cases, 61 controls) and these were compared with a similar Caucasian cohort from our earlier study. In controls, a higher methylation level was found in the African-Americans compared with the Hispanics or Caucasians. Significant experiment-wise differences in methylation levels were found at the -25 and +12 CpG sites in the controls among the three ethnicities. The overall methylation level of the CpG sites were significantly higher in the former heroin addicts when compared with the controls (point-wise P = 0.0457). However, in the African-Americans, the degree of methylation was significantly decreased experiment-wise in the former heroin addicts at the +12 CpG site (P = 0.0032, Bonferroni corrected general estimating equations). In Hispanics, the degree of methylation was increased in the former heroin addicts at the -25 (P < 0.001, experiment-wise), -14 (P = 0.001, experiment-wise), and +27 (P < 0.001, experiment-wise) CpG sites. These changes in methylation of the OPRM1 promoter region may lead to altered expression of the mu-opioid receptor gene in the lymphocytes of former heroin addicts who are stabilized in methadone maintenance treatment.
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Affiliation(s)
- David A Nielsen
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, Box 171, 1230 York Avenue, New York 10065, USA
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18
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Yuferov V, Ji F, Nielsen DA, Levran O, Ho A, Morgello S, Shi R, Ott J, Kreek MJ. A functional haplotype implicated in vulnerability to develop cocaine dependence is associated with reduced PDYN expression in human brain. Neuropsychopharmacology 2009; 34:1185-97. [PMID: 18923396 PMCID: PMC2778041 DOI: 10.1038/npp.2008.187] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Dynorphin peptides and the kappa-opioid receptor are important in the rewarding properties of cocaine, heroin, and alcohol. We tested polymorphisms of the prodynorphin gene (PDYN) for association with cocaine dependence and cocaine/alcohol codependence. We genotyped six single nucleotide polymorphisms (SNPs), located in the promoter region, exon 4 coding, and 3' untranslated region, in 106 Caucasians and 204 African Americans who were cocaine dependent, cocaine/alcohol codependent, or controls. In Caucasians, we found point-wise significant associations of 3'UTR SNPs (rs910080, rs910079, and rs2235749) with cocaine dependence and cocaine/alcohol codependence. These SNPs are in high linkage disequilibrium, comprising a haplotype block. The haplotype CCT was significantly experiment-wise associated with cocaine dependence and with combined cocaine dependence and cocaine/alcohol codependence (false discovery rate, q=0.04 and 0.03, respectively). We investigated allele-specific gene expression of PDYN, using SNP rs910079 as a reporter, in postmortem human brains from eight heterozygous subjects, using SNaPshot assay. There was significantly lower expression for C allele (rs910079), with ratios ranging from 0.48 to 0.78, indicating lower expression of the CCT haplotype of PDYN in both the caudate and nucleus accumbens. Analysis of total PDYN expression in 43 postmortem brains also showed significantly lower levels of preprodynorphin mRNA in subjects having the risk CCT haplotype. This study provides evidence that a 3'UTR PDYN haplotype, implicated in vulnerability to develop cocaine addiction and/or cocaine/alcohol codependence, is related to lower mRNA expression of the PDYN gene in human dorsal and ventral striatum.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA.
| | - Fei Ji
- Laboratory of Statistical Genetics, The Rockefeller University, New York, NY 10065, USA
| | - David A. Nielsen
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Orna Levran
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Ann Ho
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | | | - Ruijin Shi
- Mount Sinai Medical Center, New York, NY 10029, USA
| | - Jurg Ott
- Laboratory of Statistical Genetics, The Rockefeller University, New York, NY 10065, USA, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China
| | - Mary Jeanne Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
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19
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Nielsen DA, Yuferov V, Hamon S, Jackson C, Ho A, Ott J, Kreek MJ. Increased OPRM1 DNA methylation in lymphocytes of methadone-maintained former heroin addicts. Neuropsychopharmacology 2009; 34:867-73. [PMID: 18650805 PMCID: PMC2778040 DOI: 10.1038/npp.2008.108] [Citation(s) in RCA: 128] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The mu-opioid receptor is the site of action of opiates and opioids. We examined whether there are differences in cytosine:guanine (CpG) dinucleotide methylation in the OPRM1 promoter between former heroin addicts and controls. We analyzed methylation at 16 CpG dinucleotides in DNA obtained from lymphocytes of 194 Caucasian former severe heroin addicts stabilized in methadone maintenance treatment and 135 Caucasian control subjects. Direct sequencing of bisulfite-treated DNA showed that the percent methylation at two CpG sites was significantly associated with heroin addiction. The level of methylation at the -18 CpG site was 25.4% in the stabilized methadone-maintained former heroin addicts and 21.4% in controls (p=0.0035, generalized estimating equations (GEE); p=0.0077, t-test; false discovery rate (FDR)=0.048), and the level of methylation at the +84 CpG dinucleotide site was 7.4% in cases and 5.6% in controls (p=0.0095, GEE; p=0.0067, t-test; FDR=0.080). Both the -18 and the +84 CpG sites are located in potential Sp1 transcription factor-binding sites. Methylation of these CpG sites may lead to reduced OPRM1 expression in the lymphocytes of these former heroin addicts.
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Affiliation(s)
- David A. Nielsen
- Laboratory of the Biology of the Addictive Diseases, The Rockefeller University, New York, NY 10065, USA,Correspondence: David A. Nielsen, Ph.D., Box 171, 1230 York Avenue, The Rockefeller University, New York, NY 10065, USA, Telephone number: (212) 327-8234, Fax number: (212) 327-8574, E-mail:
| | - Vadim Yuferov
- Laboratory of the Biology of the Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Sara Hamon
- Laboratory of Statistical Genetics, The Rockefeller University, New York, NY 10065, USA
| | - Colin Jackson
- Laboratory of the Biology of the Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Ann Ho
- Laboratory of the Biology of the Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
| | - Jurg Ott
- Laboratory of Statistical Genetics, The Rockefeller University, New York, NY 10065, USA, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, China
| | - Mary Jeanne Kreek
- Laboratory of the Biology of the Addictive Diseases, The Rockefeller University, New York, NY 10065, USA
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20
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Zhang Y, Landthaler M, Schlussman SD, Yuferov V, Ho A, Tuschl T, Kreek MJ. Mu opioid receptor knockdown in the substantia nigra/ventral tegmental area by synthetic small interfering RNA blocks the rewarding and locomotor effects of heroin. Neuroscience 2008; 158:474-83. [PMID: 18938225 DOI: 10.1016/j.neuroscience.2008.09.039] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2008] [Revised: 09/19/2008] [Accepted: 10/13/2008] [Indexed: 10/21/2022]
Abstract
Mu opioid receptors (MOP-r) play an important role in the rewarding and locomotor stimulatory effects of heroin. The aim of the current study was to determine whether infusion of small interfering RNAs (siRNA) targeting MOP-r into the midbrain could knock down MOP-r mRNA and affect heroin-induced locomotor activity or heroin-induced conditioned place preference. Ten-week-old male C57BL/6J mice were surgically implanted bilaterally with guide cannulae directed between the substantia nigra and ventral tegmental area. After 4 days' recovery, mice were infused bilaterally with siRNAs that target the MOP-r (2 mMx0.75 microl/side/day for 3 days) or control siRNA. Seven days after the last infusion, a procedure for conditioned place preference was begun with four heroin (3 mg/kg i.p.) administration sessions alternating with four saline sessions. While heroin induced an increase in locomotor activity in all groups, siRNAs targeting specific regions of MOP-r significantly attenuated this effect. Of particular interest, mice infused with specific siRNAs targeting the MOP-r failed to develop and express conditioned place preference to heroin, or showed a significantly attenuated preference. These alterations in reward-related behaviors are likely due to the reduction in MOP-r mRNA and protein, shown in separate studies by in situ hybridization and autoradiography using the same MOP-r- siRNA infusions. Taken together, these studies demonstrate the utility of siRNA in the neurobiological study of specific components of the reward system and should contribute to the study of other complex behaviors.
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Affiliation(s)
- Y Zhang
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, Box 171, New York, NY 10065, USA.
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21
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Nielsen DA, Ji F, Yuferov V, Ho A, Chen A, Levran O, Ott J, Kreek MJ. Genotype patterns that contribute to increased risk for or protection from developing heroin addiction. Mol Psychiatry 2008; 13:417-28. [PMID: 18195715 PMCID: PMC3810149 DOI: 10.1038/sj.mp.4002147] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
A genome-wide association study was conducted using microarray technology to identify genes that may be associated with the vulnerability to develop heroin addiction, using DNA from 104 individual former severe heroin addicts (meeting Federal criteria for methadone maintenance) and 101 individual control subjects, all Caucasian. Using separate analyses for autosomal and X chromosomal variants, we found that the strongest associations of allele frequency with heroin addiction were with the autosomal variants rs965972, located in the Unigene cluster Hs.147755 (experiment-wise q=0.053), and rs1986513 (q=0.187). The three variants exhibiting the strongest association with heroin addiction by genotype frequency were rs1714984, located in an intron of the gene for the transcription factor myocardin (P=0.000022), rs965972 (P=0.000080) and rs1867898 (P=0.000284). One genotype pattern (AG-TT-GG) was found to be significantly associated with developing heroin addiction (odds ratio (OR)=6.25) and explained 27% of the population attributable risk for heroin addiction in this cohort. Another genotype pattern (GG-CT-GG) of these variants was found to be significantly associated with protection from developing heroin addiction (OR=0.13), and lacking this genotype pattern explained 83% of the population attributable risk for developing heroin addiction. Evidence was found for involvement of five genes in heroin addiction, the genes coding for the mu opioid receptor, the metabotropic receptors mGluR6 and mGluR8, nuclear receptor NR4A2 and cryptochrome 1 (photolyase-like). This approach has identified several new genes potentially associated with heroin addiction and has confirmed the role of OPRM1 in this disease.
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Affiliation(s)
- DA Nielsen
- Laboratory of the Biology of Addictive Diseases, The Rockefeller
University, New York, NY, USA
| | - F Ji
- Laboratory of Statistical Genetics, The Rockefeller University, New
York, NY, USA
| | - V Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller
University, New York, NY, USA
| | - A Ho
- Laboratory of the Biology of Addictive Diseases, The Rockefeller
University, New York, NY, USA
| | - A Chen
- Laboratory of Statistical Genetics, The Rockefeller University, New
York, NY, USA
| | - O Levran
- Laboratory of the Biology of Addictive Diseases, The Rockefeller
University, New York, NY, USA
| | - J Ott
- Laboratory of Statistical Genetics, The Rockefeller University, New
York, NY, USA,Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing,
China
| | - MJ Kreek
- Laboratory of the Biology of Addictive Diseases, The Rockefeller
University, New York, NY, USA
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22
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Butelman ER, Reed B, Chait BT, Mandau M, Yuferov V, Kreek MJ. Limited effects of beta-endorphin compared to loperamide or fentanyl in a neuroendocrine biomarker assay in non-human primates. Psychoneuroendocrinology 2008; 33:292-304. [PMID: 18171605 PMCID: PMC2275163 DOI: 10.1016/j.psyneuen.2007.11.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2007] [Revised: 10/04/2007] [Accepted: 11/20/2007] [Indexed: 11/18/2022]
Abstract
The in vivo pharmacodynamics of the opioid neuropeptide beta-endorphin (a major endogenous agonist at the mu-opioid receptor) is difficult to determine in non-human primate models with translational value, or in humans. The present studies therefore employed a neuroendocrine biomarker assay, prolactin release, to systematically compare the in vivo profile of i.v. beta-endorphin (0.01-0.32 mg/kg; i.v.) in gonadally intact male rhesus monkeys (n=4) to that of the peripherally selective mu-agonist loperamide (0.01-0.32 mg/kg; i.v.) and the centrally penetrating mu-agonist fentanyl (0.0056-0.018 mg/kg; i.v.). Studies utilized a standardized time course design (measuring prolactin levels 5-120 min after agonist administration). Beta-endorphin displayed only limited effectiveness in causing prolactin release when tested over this 30-fold dose range, compared to loperamide or fentanyl. Furthermore, two of the four subjects were only minimally responsive to beta-endorphin. This differential responsiveness was not due to the presence of a previously described single nucleotide polymorphism at the OPRM1 gene (C77G), known to affect beta-endorphin pharmacodynamics in vitro. In vivo biotransformation studies with MALDI-mass spectrometry determined that full-length beta-endorphin was detectable in all subjects up to at least 5 min after i.v. administration. Thus, the relative ineffectiveness of i.v. beta-endorphin in this assay does not appear to be principally due to rapid generation of non-opioid fragments of this neuropeptide.
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MESH Headings
- Analgesics, Opioid/pharmacology
- Animals
- Antidiarrheals/pharmacology
- Biomarkers
- Biotransformation
- Dose-Response Relationship, Drug
- Fentanyl/pharmacology
- Injections, Intravenous
- Loperamide/pharmacology
- Macaca mulatta
- Male
- Naltrexone/pharmacology
- Narcotic Antagonists/pharmacology
- Neurosecretory Systems/drug effects
- Polymorphism, Single Nucleotide
- Receptors, Opioid, mu/agonists
- Receptors, Opioid, mu/genetics
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
- beta-Endorphin/pharmacokinetics
- beta-Endorphin/pharmacology
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Affiliation(s)
- Eduardo R Butelman
- Laboratory on the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY 10065, USA.
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Butelman ER, Mandau M, Tidgewell K, Prisinzano TE, Yuferov V, Kreek MJ. Effects of salvinorin A, a kappa-opioid hallucinogen, on a neuroendocrine biomarker assay in nonhuman primates with high kappa-receptor homology to humans. J Pharmacol Exp Ther 2006; 320:300-6. [PMID: 17060493 DOI: 10.1124/jpet.106.112417] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This study focused on the in vivo effects of the kappa-opioid hallucinogen salvinorin A, derived from the plant Salvia divinorum. The effects of salvinorin A (0.0032-0.056 mg/kg i.v.) were studied in a neuroendocrine biomarker assay of the anterior pituitary hormone prolactin in gonadally intact, adult male and female rhesus monkeys (n = 4 each). Salvinorin A produced dose- and time-dependent neuroendocrine effects, similar to the synthetic high-efficacy kappa-agonist U69,593 ((+)-(5alpha,7 alpha,8beta)-N-methyl-N-[7-(1-pyrrolidiniyl)-1-oxaspiro[4.5]dec-8yl]-benzeneacetamide), but of shorter duration than the latter. Salvinorin A was approximately equipotent to U69,593 in this endpoint (salvinorin A ED50, 0.015 mg/kg; U69,593 ED(50), 0.0098 mg/kg). The effects of i.v. salvinorin A were not prevented by a small dose of the opioid antagonist nalmefene (0.01 mg/kg s.c.) but were prevented by a larger dose of nalmefene (0.1 mg/kg); the latter nalmefene dose is sufficient to produce kappa-antagonist effects in this species. In contrast, the 5HT2 receptor antagonist ketanserin (0.1 mg/kg i.m.) did not prevent the effects of salvinorin A. As expected, the neuroendocrine effects of salvinorin A (0.0032 mg/kg i.v.) were more robust in female than in male subjects. Related studies focused on full-length cloning of the coding region of the rhesus monkey kappa-opioid receptor (OPRK1) gene and revealed a high homology of the nonhuman primate OPRK1 gene compared with the human OPRK1 gene, including particular C-terminal residues thought to be involved in receptor desensitization and internalization. The present studies indicate that the hallucinogen salvinorin A acts as a high-efficacy kappa-agonist in nonhuman primates in a translationally viable neuroendocrine biomarker assay.
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Affiliation(s)
- Eduardo R Butelman
- Laboratory on the Biology of Addictive Diseases, The Rockefeller University, Box 171, 1230 York Avenue, New York NY 10021, USA.
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Zhou Y, Adomako-Mensah J, Yuferov V, Ho A, Zhang J, Xu M, Kreek MJ. Effects of acute “binge” cocaine on mRNA levels of μ opioid receptor and neuropeptides in dopamine D1 or D3 receptor knockout mice. Synapse 2006; 61:50-9. [PMID: 17068774 DOI: 10.1002/syn.20340] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
In humans, elevations of mu opioid receptor (MOP-r) binding potential (BP) in the frontal cortex (FC) are associated with cocaine craving during early abstinence. In rats, decreases in dopaminergic (DAergic) transmission in the medial FC are associated with increased cocaine-seeking behavior. DA D1 or D3 receptor homozygous knockout (D1-/- or D3-/-) mice offer the opportunity to test the roles of these specific receptors in regulating MOP-r gene expression in response to cocaine. In the present studies, we found an increase in basal MOP-r mRNA levels in the FC of both D1-/- and D3-/- mice compared to wild type controls, with no change in the nucleus accumbens (NAc) core or caudate-putamen (CPu). Acute "binge" cocaine (3 x 15 mg/kg for 2.5 h) returned FC MOP-r mRNA levels in D1-/- or D3-/- mice to those in wild type controls. In the NAc core, the MOP-r mRNA levels after acute "binge" cocaine were decreased in D1-/- mice while increased in D3-/- mice. In the CPu, however, the MOP-r mRNA levels after acute "binge" cocaine were increased in D1-/- mice while decreased in D3-/- mice. We also found a decrease in basal orexin mRNA levels in the lateral hypothalamus of the D3-/- mice, which was unaltered by acute "binge" cocaine. Together, our findings suggest that: (1) both D1 and D3 receptors are involved in FC MOP-r gene regulation; and (2) D1 and D3 receptors play opposite roles in the effects of cocaine on MOP-r gene regulation differentially in the NAc core or CPu.
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Affiliation(s)
- Yan Zhou
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York 10021, USA.
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Zhou Y, Bendor JT, Yuferov V, Schlussman SD, Ho A, Kreek MJ. Amygdalar vasopressin mRNA increases in acute cocaine withdrawal: evidence for opioid receptor modulation. Neuroscience 2005; 134:1391-7. [PMID: 16039786 DOI: 10.1016/j.neuroscience.2005.05.032] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2005] [Revised: 04/29/2005] [Accepted: 05/16/2005] [Indexed: 11/16/2022]
Abstract
In humans, stress is recognized as a major factor contributing to relapse to drug abuse in abstinent individuals; drugs of abuse themselves or withdrawal from such drugs act as stressors. In the animals, evidence suggests that centrally released arginine vasopressin in both amygdala and hypothalamus plays an important role in stress-related anxiogenic behaviors. The stress responsive hypothalamic-pituitary-adrenal axis is under tonic inhibition via endogenous opioids, and cocaine withdrawal stimulates hypothalamic-pituitary-adrenal activity. The present studies were undertaken to determine whether: (1) 14-day (chronic) "binge" pattern cocaine administration (45 mg/kg/day) or its withdrawal for 3 h (acute), 1 day (subacute) or 10 days (chronic) alters arginine vasopressin mRNA levels in amygdala or hypothalamus; (2) the opioid receptor antagonist naloxone (1mg/kg) alters arginine vasopressin mRNA or hypothalamic-pituitary-adrenal hormonal responses in acute cocaine withdrawal; and (3) there are associated changes of mu opioid receptor or proopiomelanocortin mRNA levels. In amygdala, arginine vasopressin mRNA levels were unchanged after chronic "binge" cocaine, but were increased during acute cocaine withdrawal. Naloxone completely blocked this increase. Neither chronic cocaine nor its acute withdrawal altered amygdalar mu opioid receptor mRNA levels. The increase in amygdalar arginine vasopressin mRNA levels was still observed after subacute withdrawal, but not after chronic withdrawal. Although hypothalamic-pituitary-adrenal tolerance developed with chronic "binge" cocaine, there were modestly elevated plasma adrenocorticotropin hormone levels during acute withdrawal. While naloxone produced modest adrenocorticotropin hormone elevations in cocaine-naïve rats, naloxone failed to elicit an adrenocorticotropin hormone response in cocaine-withdrawn rats. In hypothalamus, neither chronic cocaine nor acute withdrawal altered arginine vasopressin, proopiomelanocortin or mu opioid receptor mRNA levels. These results show that: (1) opioid receptors mediate increased amygdalar arginine vasopressin gene expression during acute cocaine withdrawal, and (2) cocaine withdrawal renders the hypothalamic-pituitary-adrenal axis insensitive to naloxone. Our findings suggest a potential role for amygdalar arginine vasopressin in the aversive consequences of early cocaine withdrawal.
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Affiliation(s)
- Y Zhou
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Bailey A, Yuferov V, Bendor J, Schlussman SD, Zhou Y, Ho A, Kreek MJ. Immediate withdrawal from chronic "binge" cocaine administration increases mu-opioid receptor mRNA levels in rat frontal cortex. ACTA ACUST UNITED AC 2005; 137:258-62. [PMID: 15950784 DOI: 10.1016/j.molbrainres.2005.02.017] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2004] [Revised: 01/27/2005] [Accepted: 02/13/2005] [Indexed: 10/25/2022]
Abstract
An increase in preprodynorphin (ppdyn) mRNA was detected in the caudate putamen of chronically cocaine-treated and 3-h withdrawn rats. An increase in mu-opioid receptor (MOP) mRNA levels was observed in the frontal cortex of 3-h withdrawn rats. Naloxone had no effect on the increase of MOP or ppdyn mRNA levels. The results indicate that the opioid system is altered during early withdrawal from chronic cocaine administration.
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Affiliation(s)
- Alexis Bailey
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Yuferov V, Fussell D, LaForge KS, Nielsen DA, Gordon D, Ho A, Leal SM, Ott J, Kreek MJ. Redefinition of the human kappa opioid receptor gene (OPRK1) structure and association of haplotypes with opiate addiction. ACTA ACUST UNITED AC 2005; 14:793-804. [PMID: 15608558 PMCID: PMC6141019 DOI: 10.1097/00008571-200412000-00002] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
The kappa opioid receptor (KOR) plays a role in stress responsivity, opiate withdrawal and responses to cocaine. KOR activation by its endogenous ligand dynorphin A(1-17) decreases basal and drug-induced striatal levels of dopamine. The complete structure of the human KOR gene (hOPRK1) has not been previously determined. This study: (i) characterized the genomic structure of the hOPRK1 gene; (ii) identified single nucleotide polymorphisms (SNPs) in the hOPRK1 gene; and (iii) investigated possible associations of these variants with vulnerability to develop heroin addiction. Analysis of 5'-RACE cDNA clones revealed the presence of a novel exon 1 ranging in length from 167 to 251 nucleotides in the 5' 5'-untranslated region of the hOPRK1 mRNA. We found that the hOPRK1 gene has four major exons and three introns, similar to rodent OPRK1 genes. Direct sequencing of amplified DNA containing all four exons and intron 1 of the hOPRK1 gene were evaluated for polymorphisms in 291 subjects (145 former heroin addicts and 146 controls). Twelve SNPs were identified, nine novel variants and three previously reported SNPs. Using logistic regression with opioid dependence as the dependent variable, the 36G>T SNP exhibited a point-wise significant association (P = 0.016) with disease status. The number of haplotypes seen in the three ethnic groups were nine, six and five for African-Americans, Caucasians, and Hispanics, respectively, with corresponding significance levels for differences in haplotype frequencies between cases and controls of P = 0.0742, 0.1015 and 0.0041. Combining ethnicities by Fisher's method yields an empirical significance level of P = 0.0020.
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Affiliation(s)
- Vadim Yuferov
- aLaboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Abstract
Alterations in the expression of multiple genes in many brain regions are likely to contribute to psychostimulant-induced behaviours. Microarray technology provides a powerful tool for the simultaneous interrogation of gene expression levels of a large number of genes. Several recent experimental studies, reviewed here, demonstrate the power, limitations and progress of microarray technology in the field of psychostimulant addiction. These studies vary in the paradigms of cocaine or amphetamine administration, drug doses, route and also mode of administration, duration of treatment, animal species, brain regions studied and time of tissue collection after final drug administration. The studies also utilize different microarray platforms and statistical techniques for analysis of differentially expressed genes. These variables influence substantially the results of these studies. It is clear that current microarray techniques cannot detect small changes reliably in gene expression of genes with low expression levels, including functionally significant changes in components of major neurotransmission systems such as glutamate, dopamine, opioid and GABA receptors, especially those that may occur after chronic drug administration or drug withdrawal. However, the microarray studies reviewed here showed cocaine- or amphetamine-induced alterations in the expression of numerous genes involved in the modulation of neuronal growth, cytoskeletal structures, synaptogenesis, signal transduction, apoptosis and cell metabolism. Application of laser capture microdissection and single-cell cDNA amplification may greatly enhance microarray studies of gene expression profiling. The combination of rapidly evolving microarray technology with established methods of neuroscience, molecular biology and genetics, as well as appropriate behavioural models of drug reinforcement, may provide a productive approach for delineating the neurobiological underpinnings of drug responses that lead to addiction.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Mantsch JR, Yuferov V, Mathieu-Kia AM, Ho A, Kreek MJ. Effects of extended access to high versus low cocaine doses on self-administration, cocaine-induced reinstatement and brain mRNA levels in rats. Psychopharmacology (Berl) 2004; 175:26-36. [PMID: 15042275 DOI: 10.1007/s00213-004-1778-x] [Citation(s) in RCA: 167] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2003] [Accepted: 12/23/2003] [Indexed: 11/29/2022]
Abstract
RATIONALE The investigation of rodent cocaine self-administration (SA) under conditions that promote escalating patterns of intake may provide insight into the loss of control over drug use that is central to human addiction. OBJECTIVE This study examines the effects of daily long-access (LgA) SA of high or low cocaine doses on drug intake, extinction, reinstatement, and brain mRNA levels. METHODS Three groups of male Sprague-Dawley rats were trained to self-administer cocaine during multiple-dose sessions. Short-access (ShA) rats were tested daily for multi-dose SA then remained in the chambers for 7 h with no cocaine available. LgA rats had access to low (0.5 mg/kg per infusion; LgA-LD) or high (2.0 mg/kg per infusion; LgA-HD) cocaine doses for 7 h after multi-dose SA. After 14 days, responding was extinguished, cocaine-induced reinstatement was determined, and preproenkephalin (ppENK), preprodynorphin (ppDYN), corticotropin releasing factor (CRF) and dopamine D(2) receptor (D(2)R) mRNA levels were measured in various brain regions using a quantitative solution hybridization RNase protection assay. RESULTS Whereas SA was not altered in ShA rats and only increased during the "loading phase" in LgA-LD rats, a general escalation of intake was found in LgA-HD rats. LgA, particularly LgA-HD, rats were more susceptible to reinstatement than ShA rats. Caudate-putamen ppENK and nucleus accumbens D(2)R mRNA levels were elevated in LgA-HD rats. Overall, D(2)R mRNA levels were positively correlated with reinstatement. CONCLUSIONS The escalation of cocaine SA under LgA conditions is dose-dependent and is associated with heightened susceptibility to drug-induced relapse. The characterization of neurobiological alterations that accompany escalated SA should facilitate the identification of mechanisms underlying the onset of human addiction.
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Affiliation(s)
- John R Mantsch
- The Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY, USA.
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Mantsch JR, Yuferov V, Mathieu-Kia AM, Ho A, Kreek MJ. Neuroendocrine alterations in a high-dose, extended-access rat self-administration model of escalating cocaine use. Psychoneuroendocrinology 2003; 28:836-62. [PMID: 12892653 DOI: 10.1016/s0306-4530(02)00088-4] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
One approach for studying cocaine addiction has been to permit escalating patterns of self-administration (SA) by rats by prolonging daily drug availability. Rats provided long access (LgA) to high cocaine doses, but not rats provided shorter cocaine access (ShA), progressively escalate their cocaine intake and display characteristics of human addiction. The purpose of the present study was to investigate the effects of 14 days of ShA or LgA, high-dose cocaine SA on plasma corticosterone (CORT), prolactin (PRL), and related mRNAs. Acutely, cocaine SA increased plasma CORT and reduced plasma PRL levels. SA training produced circadian increases in CORT that appeared to occur in anticipation of cocaine availability. With repeated LgA, high-dose SA, the daily CORT area under the curve (AUC) progressively decreased, apparently due to tolerance to cocaine's effects on CORT and a reduction in basal CORT levels. In contrast, the daily CORT AUC in ShA rats increased across testing despite constant rates of SA. When measured 12 days after SA testing, pro-opioimelanocortin and glucocorticoid receptor mRNA levels in the anterior pituitary were lower in LgA rats than in ShA rats. The effects of SA on PRL remained constant across SA testing in LgA rats, but increased in duration in ShA rats. Anterior pituitary dopamine D2 receptor mRNA levels were lower in LgA rats than in ShA rats. These findings indicate that the transition to escalating patterns of SA may be associated with altered levels of hormones and gene expression within neuroendocrine systems. Such changes may underlie the onset of human addictive disease.
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Affiliation(s)
- J R Mantsch
- Laboratory of the Biology of Addictive Diseases, Box 171, The Rockefeller University, 1230 York Avenue, New York, NY 10021-6339, USA.
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Yuferov V, Kroslak T, Laforge KS, Zhou Y, Ho A, Kreek MJ. Differential gene expression in the rat caudate putamen after "binge" cocaine administration: advantage of triplicate microarray analysis. Synapse 2003; 48:157-69. [PMID: 12687634 DOI: 10.1002/syn.10198] [Citation(s) in RCA: 129] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Rat genome U34A (Affymetrix) oligonucleotide microarrays were used to analyze changes in gene expression in the caudate putamen (CPu) of Fischer rats induced by 1 and 3 days of "binge" cocaine (or saline) administration. A triplicate array assay of pooled RNA of each treatment group was used to evaluate the technical variability and sensitivity of microarrays. Cocaine-regulated genes were identified using the Affymetrix MAS 5.0 and Data Mining Tool v. 3. Eighty-nine upregulated and eight downregulated genes/ESTs were found after 1 day of "binge" cocaine. Following 3 days of cocaine treatment we identified 21 upregulated and 17 downregulated genes/ESTs. RNase protection assays of selected genes confirmed reliability of changes identified by the microarrays at the level of > or =1.40-fold increase. Many genes upregulated in the CPu by cocaine were immediate early genes for transcription factors and for "effector" proteins (e.g., vesl/Homer1a, Arc, synaptotagmin IV). Acute "binge" cocaine also increased mRNA levels for glutamate receptor GluR2, dopamine receptor D1, and a number of phosphatases. Genes downregulated by cocaine include several genes associated with energy metabolism in mitochondria, as well as the phosphatydylinositol-4 kinase and the regulator of G-protein signaling protein 4 (RGS4). A differential expression of somatostatin receptor SSTR2, not known to be a cocaine-responsive gene, as well as the clock gene Per2, were found by microarrays and confirmed by RNase protection assay. These results demonstrate the potential of microarrays in profiling gene expression with > or =40% increase or > or =14% decrease in mRNA levels for discovery of novel cocaine-responsive genes.
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Affiliation(s)
- Vadim Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Schlussman SD, Zhang Y, Yuferov V, LaForge KS, Ho A, Kreek MJ. Acute 'binge' cocaine administration elevates dynorphin mRNA in the caudate putamen of C57BL/6J but not 129/J mice. Brain Res 2003; 974:249-53. [PMID: 12742644 DOI: 10.1016/s0006-8993(03)02561-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Preprodynorphin mRNA was measured in the nucleus accumbens (NAc) and caudate putamen (CPu) after 3-day 'binge' pattern cocaine administration in C57BL/6J and 129/J mice, strains which differ in behavior and in dopamine increases in the CPu after 'binge' cocaine. In the CPu, there was increased preprodynorphin mRNA in C57BL/6J (P<0.05), but not in 129/J mice, with no differences in the NAc. Thus, 129/J mice are hyporesponsive to the preprodynorphin activating effects of acute 'binge' cocaine in the CPu.
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Affiliation(s)
- Stefan D Schlussman
- The Laboratory on the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA.
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35
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Proudnikov D, Yuferov V, LaForge KS, Ho A, Jeanne Kreek M. Quantification of multiple mRNA levels in rat brain regions using real time optical PCR. Brain Res Mol Brain Res 2003; 112:182-5. [PMID: 12670717 DOI: 10.1016/s0169-328x(03)00056-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
TaqMan is significantly more sensitive than other methods of mRNA quantification and makes possible the simultaneous analysis of numerous genes in small brain regions. This technique was used to quantify levels of mRNAs of 21 genes in tissue extracts from caudate putamen and nucleus accumbens from individual rats after 1 day 'binge' cocaine or saline administration. Expression of glyceraldehyde-3-phosphate-dehydrogenase, cyclophilin and actin mRNAs as well as 18S ribosomal RNA were evaluated for normalization of levels of gene expression.
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Affiliation(s)
- Dmitri Proudnikov
- The Rockefeller University, Laboratory of the Biology of Addictive Diseases, 1230 York Avenue, New York, NY 10021, USA.
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Abstract
TaqMan, a variation of fluorescent PCR, is a powerful tool for gene expression and polymorphism studies. Here we describe the design and evaluation of 27 new TaqMan primer-probe sets for rat genes that play a key role in neural signaling. These newly designed and synthesized probes were tested and then used for quantification of RNA isolated from rat brain. The usual length of common TaqMan probes is 25 bases or less. In these studies we constructed probes with lengths of 25-39 bases to span exon-exon junctions of nucleic acids to avoid the influence of DNA contamination upon the RNA quantification. The specific sequences at these positions required probes of these lengths to optimize hybridization. We found that the relocation of the quencher from the traditional 3' position to an internal one increases the sensitivity of probe up to 30 fold. Substitution of 6-carboxyfluorescein with Alexa Fluor 488 as fluorophore and TAMRA with non-fluorescent quencher dabcyl was also investigated. We also describe the evaluation of part of a newly designed set of 27 TaqMan primer-probes for the measurement of differences in gene expression levels in samples from the caudate putamen region of rat brain after 'binge' paradigm cocaine administration. Cocaine-induced alterations in expression of c-fos and preprodynorphin mRNAs measured by TaqMan were confirmed by ribonuclease protection assay.
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MESH Headings
- Animals
- Caudate Nucleus/chemistry
- Caudate Nucleus/drug effects
- Caudate Nucleus/metabolism
- Cocaine-Related Disorders/genetics
- Cocaine-Related Disorders/metabolism
- DNA Primers
- Fluorescent Dyes
- Gene Expression/drug effects
- Genes, fos/genetics
- Glyceraldehyde-3-Phosphate Dehydrogenases/biosynthesis
- Glyceraldehyde-3-Phosphate Dehydrogenases/genetics
- Male
- Neuropeptides/genetics
- Polymorphism, Genetic
- Putamen/chemistry
- Putamen/drug effects
- Putamen/metabolism
- RNA, Messenger/analysis
- RNA, Messenger/biosynthesis
- RNA, Ribosomal, 18S/analysis
- RNA, Ribosomal, 18S/metabolism
- Rats
- Receptors, Dopamine D2/genetics
- Receptors, Opioid/genetics
- Reference Standards
- Reproducibility of Results
- Reverse Transcriptase Polymerase Chain Reaction/methods
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Affiliation(s)
- Dmitri Proudnikov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA.
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Abstract
Male Hartley guinea pigs were administered i.p. injections of cocaine or saline for 2 or 7 days in a "binge" paradigm. RNA was isolated from dissected brain regions and levels of preproenkephalin mRNA and total RNA were quantified by RNase protection assays. Following 2 days of "binge" cocaine administration, no significant alterations in preproenkephalin mRNA levels were detected in six brain regions. Following 7 days of cocaine administration, however, lower levels of preproenkephalin mRNA were observed in the nucleus accumbens and hypothalamus of cocaine-treated animals and higher levels in the frontal cortex and amygdala. These findings differed from previous studies in the rat, so an additional experiment was performed with animals treated at the 7 day time point. For increased statistical power, data from the two experiments were combined and examined by two-way ANOVAs; in this combined analysis, increases in preproenkephalin mRNA were observed in frontal cortex, amygdala, and hippocampus, decreases were found in the nucleus accumbens and hypothalamus, with no change in thalamus, caudate putamen, or cerebellum. These observed differences between guinea pigs and rats make this species an interesting model for neurobiological studies of cocaine-induced alterations in neuropeptide gene expression in the mammalian brain.
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Affiliation(s)
- K Steven LaForge
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Steven LaForge K, Yuferov V, Kreek MJ. Corrigendum to “Opioid receptor and peptide gene polymorphisms: potential implications for addictions” [Eur. J. Pharmacol. 410 (2001) 249–268]. Eur J Pharmacol 2001. [DOI: 10.1016/s0014-2999(01)01160-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Yuferov V, Zhou Y, LaForge KS, Spangler R, Ho A, Kreek MJ. Elevation of guinea pig brain preprodynorphin mRNA expression and hypothalamic-pituitary-adrenal axis activity by "binge" pattern cocaine administration. Brain Res Bull 2001; 55:65-70. [PMID: 11427339 DOI: 10.1016/s0361-9230(01)00496-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The endogenous opioid system and the hypothalamic-pituitary-adrenal (HPA) axis have been implicated in many of the neurobiological effects of cocaine. Previous studies in our laboratory showed that "binge" pattern cocaine administration increases preprodynorphin (ppDyn) mRNA levels in the caudate putamen and circulating levels of corticosterone in the rat. The present study extended these findings to guinea pigs, a species known to have a kappa opioid receptor profile similar to that of humans. Male guinea pigs were treated with: (a) "binge" pattern cocaine for 7 days (subchronic) (3 x 15 mg/kg/day, hourly, intraperitoneal); (b) "binge" pattern saline for 5 days followed by "binge" pattern cocaine for 2 days (subacute); or (c) "binge" pattern saline for 7 days. Thirty minutes after the final injection, levels of ppDyn mRNA were quantitated in the nucleus accumbens, caudate putamen, frontal cortex, amygdala, hippocampus, and hypothalamus using a solution hybridization RNase protection assay. Regional distribution of ppDyn mRNA levels in the guinea pig brain was similar to that found in rat, with highest levels in the nucleus accumbens and caudate putamen. In the caudate putamen, ppDyn mRNA was significantly increased following either 2 days (38% increase) or 7 days (32% increase) of "binge" pattern cocaine administration as compared to saline-treated controls. No significant changes in ppDyn mRNA levels were found in any other brain region. Both subacute and subchronic "binge" cocaine administration significantly elevated plasma levels of adrenocorticotropin hormone (ACTH) and cortisol. However, the ACTH and cortisol increases were significantly blunted following 7 days of "binge" cocaine administration as compared to 2 days of drug treatment, reflecting the development of HPA tolerance or adaptation to repeated cocaine administration. Thus, the ppDyn mRNA and HPA responses to cocaine in guinea pigs are similar to those observed in rats.
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Affiliation(s)
- V Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Abstract
Addictions to drugs of abuse and alcohol have been shown by studies of genetic epidemiology to have both a heritable and an environmental basis, with these factors influencing addiction to different substances to a different extent. In the search for specific alleles of specific genes that may contribute to the development of the addictions, many researchers have focused on the endogenous opioid system, which mediates a diverse array of neurological, physiological, and behavioral functions. The endogenous opioid system is also centrally important in mediating the effects of drugs of abuse and alcohol. Polymorphisms, including single nucleotide polymorphisms, have been identified in genes of the endogenous opioid receptors and peptides. A number of recent genetic association studies and a few studies of potential function provide clues as to which genes and which alleles may have implications for human physiology and pathophysiology, including the addictions.
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Affiliation(s)
- K S LaForge
- Laboratory Biology of Addictive Diseases, The Rockefeller University, Box 171, 1230 York Avenue, New York, NY 10021, USA.
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LaForge KS, Shick V, Spangler R, Proudnikov D, Yuferov V, Lysov Y, Mirzabekov A, Kreek MJ. Detection of single nucleotide polymorphisms of the human mu opioid receptor gene by hybridization or single nucleotide extension on custom oligonucleotide gelpad microchips: potential in studies of addiction. Am J Med Genet 2000; 96:604-15. [PMID: 11054767 DOI: 10.1002/1096-8628(20001009)96:5<604::aid-ajmg5>3.0.co;2-f] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The human mu opioid receptor (MOR) plays a central role in mediating the effects of opioids, both endogenous and exogenous. Epidemiological studies have shown that addiction in general, and especially opiate addiction, has a heritable component. Clinical and laboratory studies suggest that the MOR gene may contribute to the heritable component of vulnerability to develop opiate addiction. Naturally occurring single nucleotide polymorphisms (SNPs) have been identified in the MOR gene by conventional methods. Two coding region SNPs, the A118G and C17T substitutions, occur at high allelic frequencies (10.5% and 6.6%, respectively, in our previous studies). These common SNPs cause amino acid changes in the receptor, and may have implications for differences in individual responses to opioids, as well as decreased or increased vulnerability to opiate addiction. The A118G substitution encodes a variant receptor with binding and signal transduction differences in response to beta-endorphin in cellular assays. Recent innovations in microchip technology offer new potential methods for SNP detection. We report here on the development of two separate approaches using custom oligonucleotide gelpad microarrays for detection of these two common SNPs of the MOR gene in human DNA samples. First, PCR-amplified genomic DNA samples were used to produce target sequences, which were labeled with fluorescent dye and hybridized to custom microchips. Oligonucleotides on these reusable microchips were designed to query nucleotide substitutions at positions 17 and 118 of the MOR gene. Thirty-six human DNA samples were assayed both on these custom microchips and by conventional automated gel sequencing, with highly concordant identification of both heterozygous and homozygous substitutions. A second approach was developed for the C17T SNP utilizing single nucleotide extension on custom microchips. These custom gelpad microchips have potential for the rapid and inexpensive detection of specific SNPs for genetic and genomic studies.
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Affiliation(s)
- K S LaForge
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, New York 10021, USA
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Yuferov V, Zhou Y, Spangler R, Maggos CE, Ho A, Kreek MJ. Acute "binge" cocaine increases mu-opioid receptor mRNA levels in areas of the rat mesolimbic mesocortical dopamine system. Brain Res Bull 1999; 48:109-12. [PMID: 10210176 DOI: 10.1016/s0361-9230(98)00155-5] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Autoradiography studies demonstrated that chronic "binge" cocaine administration increased mu-opioid receptor density in dopaminergically innervated rat brain regions, including the cingulate cortex, the nucleus accumbens, and the basolateral amygdala. The present study investigated the effects of a single day of binge-pattern cocaine administration (3 x 15 mg/kg, intraperitoneally [i.p.] at hourly intervals) on mu-opioid receptor mRNA levels in selected brain regions. Rats were sacrificed 30 min after the third injection and mRNA levels were measured by a quantitative solution hybridization RNase protection assay. Acute binge cocaine administration significantly increased mu-opioid receptor mRNA levels in the frontal cortex, nucleus accumbens, and amygdala, but not in the caudate-putamen, thalamus, hippocampus, and hypothalamus. As has been suggested for other G-protein coupled receptors, the rapid increase of MOR mRNA reported in this study might represent an adaptive response to compensate for a decrease in number of receptors following cocaine-induced opioid peptide release.
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Affiliation(s)
- V Yuferov
- Laboratory of the Biology of Addictive Diseases, The Rockefeller University, New York, NY 10021, USA.
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Spangler R, Ho A, Zhou Y, Maggos CE, Yuferov V, Kreek MJ. Regulation of kappa opioid receptor mRNA in the rat brain by "binge' pattern cocaine administration and correlation with preprodynorphin mRNA. Brain Res Mol Brain Res 1996; 38:71-6. [PMID: 8737669 DOI: 10.1016/0169-328x(95)00319-n] [Citation(s) in RCA: 90] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
We previously reported that 'binge' pattern administration of cocaine elevates preprodynorphin (ppDyn) mRNA in the caudate-putamen of rats. The present study confirms this finding. In addition, we report here that "binge' pattern administration of cocaine leads to a significant decrease in the mean level of kappa opioid receptor (KOR) mRNA in the substantia nigra, with no significant change in the mean level of KOR mRNA in the caudate-putamen. The decrease in KOR mRNA in the substantia nigra after 3 day or 14 day 'binge' administration of cocaine was comparable to the increase in ppDyn mRNA in the caudate-putamen. While there was no significant change in the mean levels of KOR mRNA in the caudate-putamen following cocaine administration, there was a positive within animal correlation between the levels of ppDyn mRNA and KOR mRNA in the caudate-putamen, both in animals administered saline and in animals receiving 'binge' cocaine for 14 days. Finally, mean levels of ppDyn or KOR mRNA in cocaine treated rats were not different from saline treated controls following a 10 day withdrawal from 14 days of 'binge' cocaine administration. The results provide evidence of regulation of KOR mRNA by cocaine in the substantia nigra.
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Affiliation(s)
- R Spangler
- Rockefeller University, Laboratory of the Biology of Addictive Diseases, New York, NY 10021, USA
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Spangler R, Zhou Y, Unterwald E, Yuferov V, Ho A, Kreek M. Kappa opioid receptor mRNA levels in the rat brain: Effects of dopamine antagonists and cocaine. ACTA ACUST UNITED AC 1994. [DOI: 10.1016/0167-0115(94)90500-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Flexner C, Murphy BR, Rooney JF, Wohlenberg C, Yuferov V, Notkins AL, Moss B. Successful vaccination with a polyvalent live vector despite existing immunity to an expressed antigen. Nature 1988; 335:259-62. [PMID: 2842693 DOI: 10.1038/335259a0] [Citation(s) in RCA: 33] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A global vaccination strategy must take into account production and delivery costs as well as efficacy and safety. A heat-stable, polyvalent vaccine that requires only one inoculation and induces a high level of humoral and cellular immunity against several diseases is therefore desirable. A new approach is to use live microorganisms such as mycobacteria, enteric bacteria, adenoviruses, herpesviruses and poxviruses as vaccine vectors. A potential limitation of live polyvalent vaccines, however, is existing immunity within the target population not only to the vector, but to any of the expressed antigens. This could restrict replication of the vector, curtail expression of antigens, and reduce the total immune response to the vaccine. Recently acquired immunity to vaccinia virus can severely limit the efficacy of a live recombinant vaccinia-based vaccine, so a strategy involving closely spaced inoculations with the same vector expressing different antigens may present difficulties. We have constructed a recombinant vaccinia virus that expresses surface proteins from two diverse pathogens, influenza A virus haemagglutinin and herpes simplex virus type 1 (HSV-1) glycoprotein D. Mice that had recently recovered from infection with either HSV-1 or influenza A virus could still be effectively immunized with the double recombinant.
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Affiliation(s)
- C Flexner
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, Bethesda, Maryland 20892
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Yuferov V, Grandgenett DP, Bondurant M, Riggin C, Tigges M. Synthesis of Sindbis virus complementary DNA by avian myeloblastosis virus RNA-directed DNA polymerase. Biochim Biophys Acta 1978; 519:348-55. [PMID: 78725 DOI: 10.1016/0005-2787(78)90087-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Sindbis virus 42 S RNA was efficiently transcribed into complementary DNA (CDNA) by avian myeloblastosis virus alphabeta DNA polymerase using oligo- (dT) or single-stranded calf thymus DNA as primers. Both of the Sindbis virus cDNA products were able to protect 60% of 125I-labeled Sindbis virus RNA, at near equal weight ratios, from RNAase A and T1 digestion. Using hybridization kinetics, the Crt 1/2 value for hybridization of the calf thymus-primed cDNA product with excess Sindbis RNA was determined to be 1.8 9 10-2 mol . s . 1-1. Thes data demonstrate that the Sindbis virus cDNA products are relatively uniform representations of Sindbis virus RNA sequences.
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Roberts GC, Feeney J, Burgen AS, Yuferov V, Dann JG, Bjur R. Nuclear magnetic resonance studies of the binding of substrate analogs and coenzyme to dihydrofolate reductase from Lactobacillus casei. Biochemistry 1974; 13:5351-7. [PMID: 4154775 DOI: 10.1021/bi00723a015] [Citation(s) in RCA: 31] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Burgen AS, Dann J, Feeney J, Roberts GC, Yuferov V. Proceedings: NMR studies of the binding of substrate analogues to L. casei dihydrofolate reductase. Br J Pharmacol 1974; 51:126P-127P. [PMID: 4155328 PMCID: PMC1776808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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