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Soyka M, Rösner S. Modern pharmacotherapy guidance for treating alcohol use disorders. Expert Opin Pharmacother 2025; 26:147-156. [PMID: 39702947 DOI: 10.1080/14656566.2024.2445734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 12/18/2024] [Accepted: 12/18/2024] [Indexed: 12/21/2024]
Abstract
INTRODUCTION Alcohol use disorder (AUD) is prevalent and recognized as a chronic, relapsing disorder. Even though effective treatment options are available, AUD is strongly undertreated. As adjuvant treatment strategies accompanying psychosocial treatments, pharmacological strategies can increase the efficacy of AUD treatment options. AREAS COVERED After giving a brief update of epidemiology, neurobiology and treatment rationales for AUD, the review outlines pharmacological interventions against the background of current evidence. These include approved substances like naltrexone, nalmefene, acamprosate and disulfiram, second line medications like topiramate, baclofen and varenicline and novel approaches like hallucinogens. The review refers to the primary database on pharmacotherapies for AUD and to findings from pairwise and network meta-analyses. It illustrates effects of pharmacotherapies for AUD on different outcomes and assesses risks and benefits of treatment strategies. Search has been conducted in PubMed using the substance name or related categories (such as anti-craving or relapse prevention) as key words. EXPERT OPINION Improved understanding of AUDs neurocircuitry expands the range of available pharmacotherapeutic strategies for supporting abstinence and drinking reduction. Pharmacotherapies for AUD can be improved by understanding differences in treatment response. Matching different treatment approaches to individual needs can challenge the view of alcohol dependence as a lifelong disorder.
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Affiliation(s)
- Michael Soyka
- Psychiatric Hospital, Ludwig-Maximilian University Munich, Munich, Germany
| | - Susanne Rösner
- Forel Clinic, Addiction Treatment Center, Ellikon, Switzerland
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Yun M, Jo HE, Kim N, Park HK, Jang YS, Choi GH, Jo HE, Seo JH, Mok JY, Park SM, Choi HJ. Oral Administration of Alcohol-Tolerant Lactic Acid Bacteria Alleviates Blood Alcohol Concentration and Ethanol-Induced Liver Damage in Rodents. J Microbiol Biotechnol 2024; 34:838-845. [PMID: 38247212 PMCID: PMC11102817 DOI: 10.4014/jmb.2312.12040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Accepted: 01/03/2024] [Indexed: 01/23/2024]
Abstract
Excessive alcohol consumption can have serious negative consequences on health, including addiction, liver damage, and other long-term effects. The causes of hangovers include dehydration, alcohol and alcohol metabolite toxicity, and nutrient deficiency due to absorption disorders. Additionally, alcohol consumption can slow reaction times, making it more difficult to rapidly respond to situations that require quick thinking. Exposure to a large amount of ethanol can also negatively affect a person's righting reflex and balance. In this study, we evaluated the potential of lactic acid bacteria (LAB) to alleviate alcohol-induced effects and behavioral responses. Two LAB strains isolated from kimchi, Levilactobacillus brevis WiKim0168 and Leuconostoc mesenteroides WiKim0172, were selected for their ethanol tolerance and potential to alleviate hangover symptoms. Enzyme activity assays for alcohol dehydrogenase (ADH) and acetaldehyde dehydrogenase (ALDH) were then conducted to evaluate the role of these bacteria in alcohol metabolism. Through in vitro and in vivo studies, these strains were assessed for their ability to reduce blood alcohol concentrations and protect against alcohol-induced liver damage. The results indicated that these LAB strains possess significant ethanol tolerance and elevate ADH and ALDH activities. LAB administration remarkably reduced blood alcohol levels in rats after excessive alcohol consumption. Moreover, the LAB strains showed hepatoprotective effects and enhanced behavioral outcomes, highlighting their potential as probiotics for counteracting the adverse effects of alcohol consumption. These findings support the development of functional foods incorporating LAB strains that can mediate behavioral improvements following alcohol intake.
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Affiliation(s)
- Misun Yun
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
| | - Hee Eun Jo
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
- Department of Biomedical Sciences, Chonnam National University Medical School, Gwangju 61469, Republic of Korea
| | - Namhee Kim
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
| | - Hyo Kyeong Park
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
| | - Young Seo Jang
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
- Department of Biotechnology, Graduate School, Korea University, Seoul 02841, Republic of Korea
| | - Ga Hee Choi
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
- Division of Animal Science, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Ha Eun Jo
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
- Division of Animal Science, Chonnam National University, Gwangju 61186, Republic of Korea
| | | | - Ji Ye Mok
- Pharmsville Co., Ltd., Seoul 07793, Republic of Korea
| | - Sang Min Park
- Pharmsville Co., Ltd., Seoul 07793, Republic of Korea
| | - Hak-Jong Choi
- Technology Innovation Research Division, World Institute of Kimchi, Gwangju 61755, Republic of Korea
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Miranda O, Fan P, Qi X, Wang H, Brannock MD, Kosten TR, Ryan ND, Kirisci L, Wang L. DeepBiomarker2: Prediction of Alcohol and Substance Use Disorder Risk in Post-Traumatic Stress Disorder Patients Using Electronic Medical Records and Multiple Social Determinants of Health. J Pers Med 2024; 14:94. [PMID: 38248795 PMCID: PMC10817272 DOI: 10.3390/jpm14010094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 01/03/2024] [Accepted: 01/10/2024] [Indexed: 01/23/2024] Open
Abstract
Prediction of high-risk events amongst patients with mental disorders is critical for personalized interventions. We developed DeepBiomarker2 by leveraging deep learning and natural language processing to analyze lab tests, medication use, diagnosis, social determinants of health (SDoH) parameters, and psychotherapy for outcome prediction. To increase the model's interpretability, we further refined our contribution analysis to identify key features by scaling with a factor from a reference feature. We applied DeepBiomarker2 to analyze the EMR data of 38,807 patients from the University of Pittsburgh Medical Center diagnosed with post-traumatic stress disorder (PTSD) to determine their risk of developing alcohol and substance use disorder (ASUD). DeepBiomarker2 predicted whether a PTSD patient would have a diagnosis of ASUD within the following 3 months with an average c-statistic (receiver operating characteristic AUC) of 0.93 and average F1 score, precision, and recall of 0.880, 0.895, and 0.866 in the test sets, respectively. Our study found that the medications clindamycin, enalapril, penicillin, valacyclovir, Xarelto/rivaroxaban, moxifloxacin, and atropine and the SDoH parameters access to psychotherapy, living in zip codes with a high normalized vegetative index, Gini index, and low-income segregation may have potential to reduce the risk of ASUDs in PTSD. In conclusion, the integration of SDoH information, coupled with the refined feature contribution analysis, empowers DeepBiomarker2 to accurately predict ASUD risk. Moreover, the model can further identify potential indicators of increased risk along with medications with beneficial effects.
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Affiliation(s)
- Oshin Miranda
- Computational Chemical Genomics Screening Center, Department of Pharmaceutical Sciences/School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15213, USA; (O.M.); (P.F.); (X.Q.)
| | - Peihao Fan
- Computational Chemical Genomics Screening Center, Department of Pharmaceutical Sciences/School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15213, USA; (O.M.); (P.F.); (X.Q.)
| | - Xiguang Qi
- Computational Chemical Genomics Screening Center, Department of Pharmaceutical Sciences/School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15213, USA; (O.M.); (P.F.); (X.Q.)
| | - Haohan Wang
- School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, IL 61820, USA;
| | | | - Thomas R. Kosten
- Menninger Department of Psychiatry, Baylor College of Medicine, Houston, TX 77030, USA;
| | - Neal David Ryan
- Department of Psychiatry, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA;
| | - Levent Kirisci
- Center for Education and Drug Abuse Research, Department of Pharmaceutical Sciences/School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15213, USA;
| | - Lirong Wang
- Computational Chemical Genomics Screening Center, Department of Pharmaceutical Sciences/School of Pharmacy, University of Pittsburgh, Pittsburgh, PA 15213, USA; (O.M.); (P.F.); (X.Q.)
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Liu Y, Xu Y, Wang Y, Pang L, Zhang X. Relationship between serum vitamin D and thyroid hormone profiles in male patients with alcohol dependence. BMC Psychiatry 2023; 23:775. [PMID: 37875902 PMCID: PMC10594724 DOI: 10.1186/s12888-023-05274-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 10/12/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Alcohol dependence (AD) results in several medical problems including vitamin D deficiency and thyroid dysfunction. However, the relationship between these two complications remains unclear. The aim of the present study was to explore the relationship between serum vitamin D and thyroid hormone profiles in male patients with AD. METHODS A total of 117 male patients with AD were enrolled. Vitamin D deficiency was defined as serum concentrations of the main circulating vitamin D, 25-hydroxy vitamin D [25(OH)D], below 50 nmol/L. The AD patients were divided into two groups accordingly: 46 patients with normal vitamin D levels (normal group) and 71 patients with vitamin D deficiency (deficiency group). The levels of thyroid hormone profiles including total triiodothyronine 3 (TT3), total thyroxine 4 (TT4), thyroid stimulating hormone (TSH), free triiodothyronine (fT3), and free thyroxine (fT4) between the two groups were compared. Correlation between the serum levels of 25(OH)D and thyroid hormone profiles was evaluated using simple correlation (Pearson's correlation) and multivariable analysis using linear regression models. RESULTS The prevalence of vitamin D deficiency in male patients with AD is 60.7% (71/117; 95% confidence interval: 51.6-69.1%). Moreover, the serum levels of TT3 (t = -2.682, p = 0.009), TT4 (t = -2.033, p = 0.044), fT3 (t = -2.986, p = 0.003), and fT4 (t = -2.558, p = 0.012) in deficiency group were significantly higher than those in normal group. Post hoc power analyses showed that the power for fT3 was sufficient (power > 0.80). Furthermore, univariate analysis showed that the serum vitamin D levels were negatively correlated with the TT3 (r = -0.189, p = 0.044), fT3 (r = -0.350, p < 0.001), and fT4 (r = -0.198, p = 0.033) levels, while multivariate analysis indicated that only fT3 was independently related to the serum levels of vitamin D in male patients with AD. CONCLUSIONS These results suggested that the serum vitamin D levels may be associated with fT3 in male patients with AD.
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Affiliation(s)
- Yu Liu
- Department of Material Dependence, Affiliated Psychological Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Clinical Research Center for Mental Disorders, Anhui Mental Health Center, Hefei, 230022, China
- Department of Material Dependence, Hefei Fourth People's Hospital, Hefei, 230022, China
| | - Yayun Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, 230032, China
| | - Yongmei Wang
- Department of Material Dependence, Affiliated Psychological Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Clinical Research Center for Mental Disorders, Anhui Mental Health Center, Hefei, 230022, China
- Department of Nursing, Hefei Fourth People's Hospital, Hefei, 230022, China
| | - Liangjun Pang
- Department of Material Dependence, Affiliated Psychological Hospital of Anhui Medical University, Hefei, 230022, China
- Anhui Clinical Research Center for Mental Disorders, Anhui Mental Health Center, Hefei, 230022, China
- Department of Material Dependence, Hefei Fourth People's Hospital, Hefei, 230022, China
| | - Xulai Zhang
- Department of Geriatric Psychology, Hefei Fourth People's Hospital, Affiliated Psychological Hospital of Anhui Medical University, No. 316 Huangshan Road, Hefei, 230022, China.
- Department of Geriatric Psychology, Anhui Mental Health Center, Hefei, 230022, China.
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