An analysis of the effect of mu-opioid receptor gene (OPRM1) promoter region DNA methylation on the response of naltrexone treatment of alcohol dependence
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作者:
Lin, Yufei
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Boston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USABoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Lin, Yufei
[1
]
Kranzler, Henry R.
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机构:
Univ Penn, Perelman Sch Med, Dept Psychiat, Philadelphia, PA 19104 USA
Crescenz VAMC, VISN4 MIRECC, Philadelphia, PA USABoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Kranzler, Henry R.
[2
,3
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Farrer, Lindsay A.
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机构:
Boston Univ, Sch Med, Dept Med Biomed Genet, Boston, MA 02118 USABoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Farrer, Lindsay A.
[4
]
Xu, Hongqin
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机构:
Jilin Univ, First Hosp Jilin Univ, Dept Hepatol, Changchun, Peoples R ChinaBoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Xu, Hongqin
[5
]
Henderson, David C.
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Boston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USABoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Henderson, David C.
[1
]
Zhang, Huiping
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Boston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Boston Univ, Sch Med, Dept Med Biomed Genet, Boston, MA 02118 USABoston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
Zhang, Huiping
[1
,4
]
机构:
[1] Boston Univ, Sch Med, Dept Psychiat, Boston, MA 02118 USA
[2] Univ Penn, Perelman Sch Med, Dept Psychiat, Philadelphia, PA 19104 USA
[3] Crescenz VAMC, VISN4 MIRECC, Philadelphia, PA USA
[4] Boston Univ, Sch Med, Dept Med Biomed Genet, Boston, MA 02118 USA
[5] Jilin Univ, First Hosp Jilin Univ, Dept Hepatol, Changchun, Peoples R China
This study explored the effect of OPRM1 promoter region DNA methylation on the outcome of treatment with the opioid antagonist naltrexone (NTX) for alcohol dependence (AD). Ninety-three patients with DSM-IV AD [41 African Americans (AAs) and 52 European Americans (EAs)] received double-blind treatment with NTX or placebo for at least three months. Relapse to heavy drinking was assessed during the first 13 weeks of the trial. Peripheral blood methylation levels of 33 CpG units in the OPRM1 promoter region were quantified using Sequenom EpiTYPER technology. Bayesian logistic regression was used to analyze the effects of NTX treatment, CpG methylation, CpG methylation x NTX treatment, and age on AD relapse. The Random Forest machine learning algorithm was applied to select AD relapse predictors. No significant effect of individual OPRM1 promoter CpG units on AD relapse was observed in either AAs or EAs. Age was significantly associated with AD relapse in EAs, among whom older subjects had a lower relapse rate. Random forest analyses revealed that the prediction rate for AD relapse reached 66.0% with five top variables (age and four CpG units; ranked by their importance to AD relapse) in the prediction model. These findings suggest that methylation levels of individual OPRM1 promoter CpG units do not contribute significantly to inter-individual variation in NTX response. However, the age of subjects in combination with a cluster of specific OPRM1 promoter CpG units may affect NTX treatment outcome. Additional studies of OPRM1 DNA methylation changes during and after NTX treatment of AD are needed.
机构:
Med Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
Anton, Raymond F.
Oroszi, Gabor
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机构:
NIAAA, Natl Inst Hlth, Neurogenet Lab, Rockville, MD USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
Oroszi, Gabor
O'Malley, Stephanie
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机构:
Yale Univ, Sch Med, Substance Abuse Treatment Unit, New Haven, CT USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
O'Malley, Stephanie
Couper, David
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机构:
Univ N Carolina, Collaborat Studies Coordinating Ctr, Chapel Hill, NC USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
Couper, David
Swift, Robert
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机构:
Brown Univ, Roger Williams Med Ctr, Providence, RI 02912 USA
Brown Univ, Providence Vet Affairs Med Ctr, Providence, RI 02912 USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
Swift, Robert
Pettinati, Helen
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机构:
Univ Penn, Sch Med, Treatment Res Ctr, Philadelphia, PA 19104 USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
Pettinati, Helen
Goldman, David
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机构:
NIAAA, Natl Inst Hlth, Neurogenet Lab, Rockville, MD USAMed Univ S Carolina, Ctr Drug & Alcohol Programs, Charleston, SC 29425 USA
机构:
Mental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Univ Penn, Perelman Sch Med, Dept Psychiat, Ctr Studies Addict, Philadelphia, PA USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Hartwell, Emily E.
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Feinn, Richard
Morris, Paige E.
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Univ Penn, Perelman Sch Med, Dept Psychiat, Ctr Studies Addict, Philadelphia, PA USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Morris, Paige E.
Gelernter, Joel
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机构:
Yale Univ, Sch Med, Dept Psychiat, West Haven, CT 06516 USA
Yale Univ, Sch Med, Dept Genet, West Haven, CT 06516 USA
Yale Univ, Sch Med, Dept Neurosci, West Haven, CT 06516 USA
VA Connecticut Healthcare, West Haven, CT USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Gelernter, Joel
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Krystal, John
Arias, Albert J.
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Virginia Commonwealth Univ, Dept Psychiat, Sch Med, Richmond, VA USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Arias, Albert J.
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Hoffman, Michaela
Petrakis, Ismene
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机构:
Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Petrakis, Ismene
Gueorguieva, Ralitza
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Yale Univ, Sch Med, Dept Psychiat, New Haven, CT USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Gueorguieva, Ralitza
Schacht, Joseph P.
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机构:
Med Univ South Carolina, Dept Psychiat & Behav Sci, Charleston, SC 29425 USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Schacht, Joseph P.
Oslin, David
论文数: 0引用数: 0
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机构:
Mental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Univ Penn, Perelman Sch Med, Dept Psychiat, Ctr Studies Addict, Philadelphia, PA USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Oslin, David
Anton, Raymond F.
论文数: 0引用数: 0
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机构:
Med Univ South Carolina, Dept Psychiat & Behav Sci, Charleston, SC 29425 USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Anton, Raymond F.
Kranzler, Henry R.
论文数: 0引用数: 0
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机构:
Mental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
Univ Penn, Perelman Sch Med, Dept Psychiat, Ctr Studies Addict, Philadelphia, PA USAMental Illness Res Educ & Clin Ctr, Philadelphia, PA USA
机构:
Univ Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
Ray, Lara A.
Bujarski, Spencer
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Univ Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
Bujarski, Spencer
MacKillop, James
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机构:
Univ Georgia, Dept Psychol, Athens, GA 30602 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
MacKillop, James
Courtney, Kelly E.
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机构:
Univ Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
Courtney, Kelly E.
Monti, Peter M.
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机构:
Brown Univ, Ctr Alcohol & Addict Studies, Providence, RI 02912 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
Monti, Peter M.
Miotto, Karen
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机构:
Univ Calif Los Angeles, Dept Psychiat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA