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Mainali S, Nepal G, Webb A, Fadda P, Mirebrahimi D, Nana-Sinkam P, Worrall B, Woo D, Johnson N, Hamed M. MicroRNA Expression Profile in Acute Ischemic Stroke. RESEARCH SQUARE 2024:rs.3.rs-3754883. [PMID: 38260305 PMCID: PMC10802726 DOI: 10.21203/rs.3.rs-3754883/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Introduction Acute ischemic stroke with large vessel occlusion (LVO) continues to present a considerable challenge to global health, marked by substantial morbidity and mortality rates. Although definitive diagnostic markers exist in the form of neuroimaging, their expense, limited availability, and potential for diagnostic delay can often result in missed opportunities for life-saving interventions. Despite several past attempts, research efforts to date have been fraught with challenges likely due to multiple factors such as inclusion of diverse stroke types, variable onset intervals, differing pathobiologies, and a range of infarct sizes, all contributing to inconsistent circulating biomarker levels. In this context, microRNAs (miRNAs) have emerged as a promising biomarker, demonstrating potential as biomarkers across various diseases, including cancer, cardiovascular conditions, and neurological disorders. These circulating miRNAs embody a wide spectrum of pathophysiological processes, encompassing cell death, inflammation, angiogenesis, neuroprotection, brain plasticity, and blood-brain barrier integrity. This pilot study explores the utility of circulating exosome-enriched extracellular vesicle (EV) miRNAs as potential biomarkers for anterior circulation LVO (acLVO) stroke. Methods In our longitudinal prospective cohort study, we collected data from acute large vessel occlusion (acLVO) stroke patients at four critical time intervals post-symptom onset: 0-6 hours, 6-12 hours, 12-24 hours, and 5-7 days. For comparative analysis, healthy individuals were included as control subjects. In this study, extracellular vesicles (EVs) were isolated from the plasma of participants, and the miRNAs within these EVs were profiled utilizing the NanoString nCounter system. Complementing this, a scoping review was conducted to examine the roles of specific miRNAs such as miR-140-5p, miR-210-3p, and miR-7-5p in acute ischemic stroke (AIS). This review involved a targeted PubMed search to assess their influence on crucial pathophysiological pathways in AIS, and their potential applications in diagnosis, treatment, and prognosis. The review also included an assessment of additional miRNAs linked to stroke. Results Within the first 6 hours of symptom onset, three specific miRNAs (miR-7-5p, miR-140-5p, and miR-210-3p) exhibited significant differential expression compared to other time points and healthy controls. These miRNAs have previously been associated with neuroprotection, cellular stress responses, and tissue damage, suggesting their potential as early markers of acute ischemic stroke. Conclusion This study highlights the potential of circulating miRNAs as blood-based biomarkers for hyperacute acLVO ischemic stroke. However, further validation in a larger, risk-matched cohort is required. Additionally, investigations are needed to assess the prognostic relevance of these miRNAs by linking their expression profiles with radiological and functional outcomes.
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Affiliation(s)
| | | | | | | | | | | | | | - Daniel Woo
- University of Cincinnati College of Medicine
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Occhipinti C, La Russa R, Iacoponi N, Lazzari J, Costantino A, Di Fazio N, Del Duca F, Maiese A, Fineschi V. miRNAs and Substances Abuse: Clinical and Forensic Pathological Implications: A Systematic Review. Int J Mol Sci 2023; 24:17122. [PMID: 38069445 PMCID: PMC10707252 DOI: 10.3390/ijms242317122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/17/2023] [Accepted: 11/28/2023] [Indexed: 12/18/2023] Open
Abstract
Substance addiction is a chronic and relapsing brain disorder characterized by compulsive seeking and continued substance use, despite adverse consequences. The high prevalence and social burden of addiction are indisputable; however, the available intervention is insufficient. The modulation of gene expression and aberrant adaptation of neural networks are attributed to the changes in brain functions under repeated exposure to addictive substances. Considerable studies have demonstrated that miRNAs are strong modulators of post-transcriptional gene expression in substance addiction. The emerging role of microRNA (miRNA) provides new insights into many biological and pathological processes in the central nervous system: their variable expression in different regions of the brain and tissues may play a key role in regulating the pathophysiological events of addiction. This work provides an overview of the current literature on miRNAs involved in addiction, evaluating their impaired expression and regulatory role in neuroadaptation and synaptic plasticity. Clinical implications of such modulatory capacities will be estimated. Specifically, it will evaluate the potential diagnostic role of miRNAs in the various stages of drug and substance addiction. Future perspectives about miRNAs as potential novel therapeutic targets for substance addiction and abuse will also be provided.
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Affiliation(s)
- Carla Occhipinti
- Department of Surgical Pathology, Medical, Molecular and Critical Area, Institute of Legal Medicine, University of Pisa, 56126 Pisa, Italy; (C.O.); (N.I.); (J.L.); (A.C.)
| | - Raffaele La Russa
- Department of Clinical Medicine, Public Health, Life Sciences, and Environmental Sciences, University of L’Aquila, 67100 L’Aquila, Italy;
| | - Naomi Iacoponi
- Department of Surgical Pathology, Medical, Molecular and Critical Area, Institute of Legal Medicine, University of Pisa, 56126 Pisa, Italy; (C.O.); (N.I.); (J.L.); (A.C.)
| | - Julia Lazzari
- Department of Surgical Pathology, Medical, Molecular and Critical Area, Institute of Legal Medicine, University of Pisa, 56126 Pisa, Italy; (C.O.); (N.I.); (J.L.); (A.C.)
| | - Andrea Costantino
- Department of Surgical Pathology, Medical, Molecular and Critical Area, Institute of Legal Medicine, University of Pisa, 56126 Pisa, Italy; (C.O.); (N.I.); (J.L.); (A.C.)
| | - Nicola Di Fazio
- Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, Viale Regina Elena 336, 00161 Rome, Italy; (N.D.F.); (F.D.D.); (V.F.)
| | - Fabio Del Duca
- Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, Viale Regina Elena 336, 00161 Rome, Italy; (N.D.F.); (F.D.D.); (V.F.)
| | - Aniello Maiese
- Department of Surgical Pathology, Medical, Molecular and Critical Area, Institute of Legal Medicine, University of Pisa, 56126 Pisa, Italy; (C.O.); (N.I.); (J.L.); (A.C.)
| | - Vittorio Fineschi
- Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, Viale Regina Elena 336, 00161 Rome, Italy; (N.D.F.); (F.D.D.); (V.F.)
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Rezayof A, Ghasemzadeh Z, Sahafi OH. Addictive drugs modify neurogenesis, synaptogenesis and synaptic plasticity to impair memory formation through neurotransmitter imbalances and signaling dysfunction. Neurochem Int 2023; 169:105572. [PMID: 37423274 DOI: 10.1016/j.neuint.2023.105572] [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: 04/19/2023] [Revised: 07/01/2023] [Accepted: 07/05/2023] [Indexed: 07/11/2023]
Abstract
Drug abuse changes neurophysiological functions at multiple cellular and molecular levels in the addicted brain. Well-supported scientific evidence suggests that drugs negatively affect memory formation, decision-making and inhibition, and emotional and cognitive behaviors. The mesocorticolimbic brain regions are involved in reward-related learning and habitual drug-seeking/taking behaviors to develop physiological and psychological dependence on the drugs. This review highlights the importance of specific drug-induced chemical imbalances resulting in memory impairment through various neurotransmitter receptor-mediated signaling pathways. The mesocorticolimbic modifications in the expression levels of brain-derived neurotrophic factor (BDNF) and the cAMP-response element binding protein (CREB) impair reward-related memory formation following drug abuse. The contributions of protein kinases and microRNAs (miRNAs), along with the transcriptional and epigenetic regulation have also been considered in memory impairment underlying drug addiction. Overall, we integrate the research on various types of drug-induced memory impairment in distinguished brain regions and provide a comprehensive review with clinical implications addressing the upcoming studies.
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Affiliation(s)
- Ameneh Rezayof
- Department of Animal Biology, School of Biology, College of Science, University of Tehran, Tehran, Iran.
| | - Zahra Ghasemzadeh
- Department of Animal Biology, School of Biology, College of Science, University of Tehran, Tehran, Iran
| | - Oveis Hosseinzadeh Sahafi
- Department of Neurophysiology, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-0033, Japan
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Nahvi RJ, Tanelian A, Nwokafor C, Godino A, Parise E, Estill M, Shen L, Nestler EJ, Sabban EL. Transcriptome profiles associated with resilience and susceptibility to single prolonged stress in the locus coeruleus and nucleus accumbens in male sprague-dawley rats. Behav Brain Res 2023; 439:114162. [PMID: 36257560 PMCID: PMC9812303 DOI: 10.1016/j.bbr.2022.114162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/12/2022] [Accepted: 10/12/2022] [Indexed: 01/07/2023]
Abstract
Although most people are subjected to traumatic stress at least once in their lifetime, only a subset develop long-lasting, stress-triggered neuropsychiatric disorders, such as PTSD. Here we examined different transcriptome profiles within the locus coeruleus (LC) and nucleus accumbens (NAc) that may contribute to stress susceptibility. Sprague Dawley male rats were exposed to the single prolonged stress (SPS) model for PTSD. Two weeks later they were tested for their anxiety/avoidance behavior on the Elevated Plus Maze (EPM) and were divided into high and low anxiety-like subgroups. RNA (n = 5 per group) was subsequently isolated from LC and NAc and subjected to RNAseq. Transcriptome analysis was used to identify differentially-expressed genes (DEGs) which differed by at least 50 % with significance of 0.01. The LC had more than six times the number of DEGs than the NAc. Only one DEG was regulated similarly in both locations. Many of the DEGs in the LC were associated with morphological changes, including regulation of actin cytoskeleton, growth factor activity, regulation of cell size, brain development and memory, with KEGG pathway of regulation of actin cytoskeleton. The DEGs in the NAc were primarily related to DNA repair and synthesis, and differential regulation of cytokine production. The analysis identified MTPN (myotrophin) and NR3C1 (glucocorticoid receptor) as important upstream regulators of stress susceptibility in the LC. Overall the study provides new insight into molecular pathways in the LC and NAc that are associated with anxiety-like behavior triggered by stress susceptibility or resilience.
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Affiliation(s)
- Roxanna J Nahvi
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, United States
| | - Arax Tanelian
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, United States
| | - Chiso Nwokafor
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, United States
| | - Arthur Godino
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Eric Parise
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Molly Estill
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Li Shen
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Eric J Nestler
- Nash Family Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States
| | - Esther L Sabban
- Department of Biochemistry and Molecular Biology, New York Medical College, Valhalla, NY 10595, United States.
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The Effects of Transcranial Focused Ultrasound Stimulation of Nucleus Accumbens on Neuronal Gene Expression and Brain Tissue in High Alcohol-Preferring Rats. Mol Neurobiol 2023; 60:1099-1116. [PMID: 36417101 DOI: 10.1007/s12035-022-03130-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 11/09/2022] [Indexed: 11/24/2022]
Abstract
We investigated the effect of low-intensity focused ultrasound (LIFU) on gene expression related to alcohol dependence and histological effects on brain tissue. We also aimed at determining the miRNA-mRNA relationship and their pathways in alcohol dependence-induced expression changes after focused ultrasound therapy. We designed a case-control study for 100 days of observation to investigate differences in gene expression in the short-term stimulation group (STS) and long-term stimulation group (LTS) compared with the control sham group (SG). The study was performed in our Experimental Research Laboratory. 24 male high alcohol-preferring rats 63 to 79 days old, weighing 270 to 300 g, were included in the experiment. LTS received 50-day LIFU and STS received 10-day LIFU and 40-day sham stimulation, while the SG received 50-day sham stimulation. In miRNA expression analysis, it was found that LIFU caused gene expression differences in NAc. Significant differences were found between the groups for gene expression. Compared to the SG, the expression of 454 genes in the NAc region was changed in the STS while the expression of 382 genes was changed in the LTS. In the LTS, the expression of 32 genes was changed in total compared to STS. Our data suggest that LIFU targeted on NAc may assist in the treatment of alcohol dependence, especially in the long term possibly through altering gene expression. Our immunohistochemical studies verified that LIFU does not cause any tissue damage. These findings may lead to new studies in investigating the efficacy of LIFU for the treatment of alcohol dependence and also for other psychiatric disorders.
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Seyednejad SA, Sartor GC. Noncoding RNA therapeutics for substance use disorder. ADVANCES IN DRUG AND ALCOHOL RESEARCH 2022; 2:10807. [PMID: 36601439 PMCID: PMC9808746 DOI: 10.3389/adar.2022.10807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Although noncoding RNAs (ncRNAs) have been shown to regulate maladaptive neuroadaptations that drive compulsive drug use, ncRNA-targeting therapeutics for substance use disorder (SUD) have yet to be clinically tested. Recent advances in RNA-based drugs have improved many therapeutic issues related to immune response, specificity, and delivery, leading to multiple successful clinical trials for other diseases. As the need for safe and effective treatments for SUD continues to grow, novel nucleic acid-based therapeutics represent an appealing approach to target ncRNA mechanisms in SUD. Here, we review ncRNA processes implicated in SUD, discuss recent therapeutic approaches for targeting ncRNAs, and highlight potential opportunities and challenges of ncRNA-targeting therapeutics for SUD.
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Affiliation(s)
- Seyed Afshin Seyednejad
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, United States
- Connecticut Institute for the Brain and Cognitive Sciences (CT IBACS), Storrs, CT, United States
| | - Gregory C. Sartor
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, CT, United States
- Connecticut Institute for the Brain and Cognitive Sciences (CT IBACS), Storrs, CT, United States
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Periyasamy P, Thangaraj A, Kannan M, Oladapo A, Buch S. The Epigenetic Role of miR-124 in HIV-1 Tat- and Cocaine-Mediated Microglial Activation. Int J Mol Sci 2022; 23:ijms232315017. [PMID: 36499350 PMCID: PMC9738975 DOI: 10.3390/ijms232315017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022] Open
Abstract
HIV-1 and drug abuse have been indissolubly allied as entwined epidemics. It is well-known that drug abuse can hasten the progression of HIV-1 and its consequences, especially in the brain, causing neuroinflammation. This study reports the combined effects of HIV-1 Transactivator of Transcription (Tat) protein and cocaine on miR-124 promoter DNA methylation and its role in microglial activation and neuroinflammation. The exposure of mouse primary microglial cells to HIV-1 Tat (25 ng/mL) and/or cocaine (10 μM) resulted in the significantly decreased expression of primary (pri)-miR-124-1, pri-miR-124-2, and mature miR-124 with a concomitant upregulation in DNMT1 expression as well as global DNA methylation. Our bisulfite-converted genomic DNA sequencing also revealed significant promoter DNA methylation in the pri-miR-124-1 and pri-miR-124-2 in HIV-1 Tat- and cocaine-exposed mouse primary microglial cells. We also found the increased expression of proinflammatory cytokines such as IL1β, IL6 and TNF in the mouse primary microglia exposed to HIV-1 Tat and cocaine correlated with microglial activation. Overall, our findings demonstrate that the exposure of mouse primary microglia to both HIV-1 Tat and cocaine could result in intensified microglial activation via the promoter DNA hypermethylation of miR-124, leading to the exacerbated release of proinflammatory cytokines, ultimately culminating in neuroinflammation.
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Song SH, Jang WJ, Jang EY, Kim OH, Kim H, Son T, Choi DY, Lee S, Jeong CH. Striatal miR-183-5p inhibits methamphetamine-induced locomotion by regulating glucocorticoid receptor signaling. Front Pharmacol 2022; 13:997701. [PMID: 36225577 PMCID: PMC9549132 DOI: 10.3389/fphar.2022.997701] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022] Open
Abstract
MicroRNA (miRNA)-mediated striatal gene regulation may play an important role in methamphetamine (METH) addiction. This study aimed to identify changes in novel miRNAs and their target genes during METH self-administration and investigate their roles in METH-induced locomotion. RNA sequencing analysis revealed that mir-183-5p was upregulated in the striatum of METH self-administered rats, and target gene prediction revealed that the glucocorticoid receptor (GR) gene, Nr3c1, was a potential target gene for mir-183-5p. We confirmed that single and repeated METH administrations increased METH-induced locomotion and plasma corticosterone levels in rats. Additionally, increased miR-185-5p expression and decreased GR gene expression were observed only in the repeated-METH-injection group but not in the single-injection group. We then investigated the effects of miR-183-5p on METH-induced locomotion using a miR-183-5p mimic and inhibitor. Injection of a mir-183-5p mimic in the striatum of rats attenuated METH-induced locomotion, whereas injection of a miR-183-5p inhibitor enhanced the locomotor activity in METH-administered rats. Furthermore, the miR-183-5p mimic reduced the phosphorylation of tyrosine hydroxylase (TH) whereas the inhibitor increased it. Taken together, these results indicate that repeated METH injections increase striatal miR-183-5p expression and regulate METH-induced locomotion by regulating GR expression in rats, thereby suggesting a potential role of miR-183-5p as a novel regulator of METH-induced locomotion.
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Affiliation(s)
- Sang-Hoon Song
- College of Pharmacy, Keimyung University, Daegu, South Korea
| | - Won-Jun Jang
- College of Pharmacy, Keimyung University, Daegu, South Korea
| | - Eun Young Jang
- Pharmacology and Drug Abuse Research Group, Korea Institute of Toxicology, Daejeon, South Korea
| | - Oc-Hee Kim
- Pharmacology and Drug Abuse Research Group, Korea Institute of Toxicology, Daejeon, South Korea
| | - Haesoo Kim
- College of Pharmacy, Keimyung University, Daegu, South Korea
| | - Taekwon Son
- Korea Brain Bank, Korea Brain Research Institute, Daegu, South Korea
| | - Dong-Young Choi
- College of Pharmacy, Yeungnam University, Gyeongsan, South Korea
| | - Sooyeun Lee
- College of Pharmacy, Keimyung University, Daegu, South Korea
- *Correspondence: Sooyeun Lee, ; Chul-Ho Jeong,
| | - Chul-Ho Jeong
- College of Pharmacy, Keimyung University, Daegu, South Korea
- *Correspondence: Sooyeun Lee, ; Chul-Ho Jeong,
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Shang Q, Wang J, Xi Z, Gao B, Qian H, An R, Shao G, Liu H, Li T, Liu X. Mechanisms underlying microRNA-222-3p modulation of methamphetamine-induced conditioned place preference in the nucleus accumbens in mice. Psychopharmacology (Berl) 2022; 239:2997-3008. [PMID: 35881147 DOI: 10.1007/s00213-022-06183-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 06/20/2022] [Indexed: 11/24/2022]
Abstract
RATIONALE MicroRNA (miRNA) control of post-transcription gene expression in the nucleus accumbens (NAc) has been implicated in methamphetamine (METH) dependence. Conditioned place preference (CPP) is a classical animal procedure that reflects the rewarding effects of addictive drugs. miR-222-3p has been reported to play a key role in various neurological diseases and is strongly associated with alcohol dependence. Nevertheless, the role of miR-222-3p in METH dependence remains unclear. OBJECTIVE To explore the molecular mechanisms underlying the role of miR-222-3p in the NAc in METH-induced CPP. METHODS miR-222-3p expression in the NAc of METH-induced CPP mice was detected by quantitative real-time (qPCR). Following adeno-associated virus (AAV)-mediated overexpression or knockdown of miR-222-3p in the NAc, mice were subjected to CPP to investigate the effects of miR-222-3p on METH-induced CPP. Target genes of mir-222-3p were predicted using bioinformatics analysis. Candidate target genes for METH-induced CPP were validated by qPCR. RESULTS miR-222-3p expression in the NAc was decreased in CPP mice. Overexpression of miR-222-3p in the NAc blunted METH-induced CPP. Ppp3r1, Cdkn1c, Fmr1, and PPARGC1A were identified as target gene transcripts potentially mediating the effects of miR-222-3p on METH-induced CPP. CONCLUSION Our results highlight miR-222-3p as a key epigenetic regulator in METH-induced CPP and suggest a potential role for miR-222-3p in the regulation of METH-induced reward-related changes in the brain.
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Affiliation(s)
- Qing Shang
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Jing Wang
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Zhijia Xi
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Baoyao Gao
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Hongyan Qian
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Ran An
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Gaojie Shao
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China.,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China
| | - Hua Liu
- Key Laboratory of Forensic Toxicology, Ministry of Public Security, Beijing, People's Republic of China
| | - Tao Li
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China. .,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China.
| | - Xinshe Liu
- Institute of Forensic Injury, Institute of Forensic Bio-Evidence, Western China Science and Technology Innovation Harbor, Xi'an Jiaotong University, Xi'an, People's Republic of China. .,College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Yanta Road W.76, Xi'an, 710061, Shaanxi, People's Republic of China.
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Zhao Y, Qin F, Han S, Li S, Zhao Y, Wang H, Tian J, Cen X. MicroRNAs in drug addiction: Current status and future perspectives. Pharmacol Ther 2022; 236:108215. [DOI: 10.1016/j.pharmthera.2022.108215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 05/11/2022] [Accepted: 05/16/2022] [Indexed: 12/21/2022]
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Deng B, Zhang Z, Zhou H, Zhang X, Niu S, Yan X, Yan J. MicroRNAs in Methamphetamine-Induced Neurotoxicity and Addiction. Front Pharmacol 2022; 13:875666. [PMID: 35496314 PMCID: PMC9046672 DOI: 10.3389/fphar.2022.875666] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/31/2022] [Indexed: 12/21/2022] Open
Abstract
Methamphetamine (METH) abuse remains a significant public health concern globally owing to its strong addictive properties. Prolonged abuse of the drug causes irreversible damage to the central nervous system. To date, no efficient pharmacological interventions are available, primarily due to the unclear mechanisms underlying METH action in the brain. Recently, microRNAs (miRNAs) have been identified to play critical roles in various cellular processes. The expression levels of some miRNAs are altered after METH administration, which may influence the transcription of target genes to regulate METH toxicity or addiction. This review summarizes the miRNAs in the context of METH use, discussing their role in the reward effect and neurotoxic sequelae. Better understanding of the molecular mechanisms involved in METH would be helpful for the development of new therapeutic strategies in reducing the harm of the drug.
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Affiliation(s)
- Bi Deng
- Department of Forensic Science, School of Basic Medical Science, Central South University, Changsha, China
- Xiangya School of Medicine, Central South University, Changsha, China
| | - Zhirui Zhang
- Department of Forensic Science, School of Basic Medical Science, Central South University, Changsha, China
| | - Huixuan Zhou
- Department of Forensic Science, School of Basic Medical Science, Central South University, Changsha, China
- Xiangya School of Medicine, Central South University, Changsha, China
| | - Xinran Zhang
- Department of Forensic Science, School of Basic Medical Science, Central South University, Changsha, China
| | - Shuliang Niu
- School of Basic Medical Science, Xinjiang Medical University, Urumqi, China
| | - Xisheng Yan
- Department of Cardiovascular Medicine, Wuhan Third Hospital and Tongren Hospital of Wuhan University, Wuhan, China
| | - Jie Yan
- Department of Forensic Science, School of Basic Medical Science, Central South University, Changsha, China
- School of Basic Medical Science, Xinjiang Medical University, Urumqi, China
- *Correspondence: Jie Yan,
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Epigenetic Regulatory Dynamics in Models of Methamphetamine-Use Disorder. Genes (Basel) 2021; 12:genes12101614. [PMID: 34681009 PMCID: PMC8535492 DOI: 10.3390/genes12101614] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 02/07/2023] Open
Abstract
Methamphetamine (METH)-use disorder (MUD) is a very serious, potentially lethal, biopsychosocial disease. Exposure to METH causes long-term changes to brain regions involved in reward processing and motivation, leading vulnerable individuals to engage in pathological drug-seeking and drug-taking behavior that can remain a lifelong struggle. It is crucial to elucidate underlying mechanisms by which exposure to METH leads to molecular neuroadaptive changes at transcriptional and translational levels. Changes in gene expression are controlled by post-translational modifications via chromatin remodeling. This review article focuses on the brain-region specific combinatorial or distinct epigenetic modifications that lead to METH-induced changes in gene expression.
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13
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Limanaqi F, Busceti CL, Celli R, Biagioni F, Fornai F. Autophagy as a gateway for the effects of methamphetamine: From neurotransmitter release and synaptic plasticity to psychiatric and neurodegenerative disorders. Prog Neurobiol 2021; 204:102112. [PMID: 34171442 DOI: 10.1016/j.pneurobio.2021.102112] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/27/2021] [Accepted: 06/18/2021] [Indexed: 02/07/2023]
Abstract
As a major eukaryotic cell clearing machinery, autophagy grants cell proteostasis, which is key for neurotransmitter release, synaptic plasticity, and neuronal survival. In line with this, besides neuropathological events, autophagy dysfunctions are bound to synaptic alterations that occur in mental disorders, and early on, in neurodegenerative diseases. This is also the case of methamphetamine (METH) abuse, which leads to psychiatric disturbances and neurotoxicity. While consistently altering the autophagy machinery, METH produces behavioral and neurotoxic effects through molecular and biochemical events that can be recapitulated by autophagy blockade. These consist of altered physiological dopamine (DA) release, abnormal stimulation of DA and glutamate receptors, as well as oxidative, excitotoxic, and neuroinflammatory events. Recent molecular insights suggest that METH early impairs the autophagy machinery, though its functional significance remains to be investigated. Here we discuss evidence suggesting that alterations of DA transmission and autophagy are intermingled within a chain of events underlying behavioral alterations and neurodegenerative phenomena produced by METH. Understanding how METH alters the autophagy machinery is expected to provide novel insights into the neurobiology of METH addiction sharing some features with psychiatric disorders and parkinsonism.
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Affiliation(s)
- Fiona Limanaqi
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Via Roma, 55, 56126, Pisa, PI, Italy
| | | | - Roberta Celli
- IRCCS Neuromed, Via Atinense 18, 86077 Pozzilli, IS, Italy
| | | | - Francesco Fornai
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Via Roma, 55, 56126, Pisa, PI, Italy; IRCCS Neuromed, Via Atinense 18, 86077 Pozzilli, IS, Italy.
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14
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Gowen AM, Odegaard KE, Hernandez J, Chand S, Koul S, Pendyala G, Yelamanchili SV. Role of microRNAs in the pathophysiology of addiction. WILEY INTERDISCIPLINARY REVIEWS. RNA 2021; 12:e1637. [PMID: 33336550 PMCID: PMC8026578 DOI: 10.1002/wrna.1637] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 11/12/2020] [Accepted: 11/19/2020] [Indexed: 02/06/2023]
Abstract
Addiction is a chronic and relapsing brain disorder characterized by compulsive seeking despite adverse consequences. There are both heritable and epigenetic mechanisms underlying drug addiction. Emerging evidence suggests that non-coding RNAs (ncRNAs) such as microRNAs (miRNAs), long non-coding RNAs, and circular RNAs regulate synaptic plasticity and related behaviors caused by substances of abuse. These ncRNAs modify gene expression and may contribute to the behavioral phenotypes of addiction. Among the ncRNAs, the most widely researched and impactful are miRNAs. The goal in this systematic review is to provide a detailed account of recent research involving the role of miRNAs in addiction. This article is categorized under: RNA Interactions with Proteins and Other Molecules > Small Molecule-RNA Interactions RNA in Disease and Development > RNA in Disease.
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Affiliation(s)
- Austin M Gowen
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Katherine E Odegaard
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Jordan Hernandez
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Subhash Chand
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Sneh Koul
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Gurudutt Pendyala
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Sowmya V Yelamanchili
- Department of Anesthesiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
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15
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Non-coding RNA: insights into the mechanism of methamphetamine neurotoxicity. Mol Cell Biochem 2021; 476:3319-3328. [PMID: 33895910 DOI: 10.1007/s11010-021-04160-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Accepted: 04/15/2021] [Indexed: 10/21/2022]
Abstract
Chronic exposure of the methamphetamine has been shown to lead to neurotoxicity in rodents and humans. The manifestations of methamphetamine neurotoxicity include methamphetamine use disorder, methamphetamine abuse, methamphetamine addiction and methamphetamine behavioral sensitization. Repeated use of methamphetamine can cause methamphetamine use disorder. The abuse and addiction of methamphetamine are growing epidemic worldwide. Repeated intermittent exposure to methamphetamine can cause behavioral sensitization. In addition, many studies have shown that changes in the expression of non-coding RNA in the ventral tegmental area and nucleus accumbens will affect the behavioral effects of methamphetamine. Non-coding RNA plays an important role in the behavioral effects of methamphetamine. Therefore, it is important to study the relationship between methamphetamine and non-coding RNA. The purpose of this review is to study the non-coding RNA associated with methamphetamine neurotoxicity to search for the possible therapeutic target of the methamphetamine neurotoxicity.
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16
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Li J, Zhu L, Su H, Liu D, Yan Z, Ni T, Wei H, Goh EL, Chen T. Regulation of miR-128 in the nucleus accumbens affects methamphetamine-induced behavioral sensitization by modulating proteins involved in neuroplasticity. Addict Biol 2021; 26:e12881. [PMID: 32058631 DOI: 10.1111/adb.12881] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2019] [Revised: 12/12/2019] [Accepted: 01/17/2020] [Indexed: 01/09/2023]
Abstract
Methamphetamine (METH) -induced behavioral sensitization depends on long-term neuroplasticity in the mesolimbic dopamine system, especially in the nucleus accumbens (NAc). miR-128, a brain enriched miRNA, was found to have abilities in regulating neuronal excitability and formation of fear-extinction memory. Here, we aim to identify the role of miR-128 on METH-induced locomotor sensitization of male mice. We identified a significant increase of miR-128 in the NAc of mice upon repeated-intermittent METH exposure but not acute METH administration. Microinjection of adeno-associated virus (AAV)-miR-128 over-expression and inhibition constructs into the NAc of mice resulted in enhanced METH-induced locomotor sensitization and attenuated effects of METH respectively. Isobaric tags for relative and absolute quantification (iTRAQ) technology and ingenuity pathway analysis (IPA) were carried out to uncover the potential molecular mechanisms underlying miR-128-regulated METH sensitization. Differentially expressed proteins, including 25 potential targets for miR-128 were annotated in regulatory pathways that modulate dendritic spines, synaptic transmission and neuritogenesis. Of which, Arf6, Cpeb3 and Nlgn1, were found to be participating in miR-128-regulated METH sensitization. Consistently, METH-induced abnormal changes of Arf6, Cpeb3 and Nlgn1 in the NAc of mice were also detected by qPCR and validated by western blot analysis. Thus, miR-128 may contribute to METH sensitization through controlling neuroplasticity. Our study suggested miR-128 was an important regulator of METH- induced sensitization and also provided the potential molecular networks of miR-128 in regulating METH-induced sensitization.
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Affiliation(s)
- Jiaqi Li
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Li Zhu
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Hang Su
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Dan Liu
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Zhilan Yan
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Tong Ni
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Han Wei
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
| | - Eyleen L.K. Goh
- Department of Research National Neuroscience Institute Singapore 308433
- Neuroscience and Mental Health Faculty, Lee Kong China School of Medicine Nanyang Technological University Singapore 308232
| | - Teng Chen
- College of Forensic Medicine Xi'an Jiaotong University Health Science Center Xi'an Shaanxi 710061 China
- The Key Laboratory of Health Ministry for Forensic Medicine, Xi'an Jiaotong University Shaanxi 710061 China
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17
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Statistical Analysis for Identifying Differentially MicroRNA in Serum Exosomes of Lead Workers. JOURNAL OF HEALTHCARE ENGINEERING 2020. [DOI: 10.1155/2020/8841127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Exosomes can transmit central nervous system (CNS) information to the peripheral circulatory system through the brain barrier, and exosomes in the blood can also enter the central nervous system likewise. The components of exosomal contents play a pivotal role in cell signal communication, and thus, the transmission of exosomal content components is considered as a newly discovered method of long-distance communication between cells. The current is aimed to explore the changes of the exosomal microRNA group in the serum of lead-exposed workers, which might be involved in the lead-induced neuroinflammation, especially the activation of microglia and the release of inflammatory factors. We proposed a method combining statistical analysis and experiment according to the different expression of exosomal microRNA. Firstly, we divided workers into two groups, lead-exposed group and control group, and then questionnaires were used to obtain their basic information, and medical testing methods were used to obtain their serum exosomes. Secondly, principal component analysis was used to construct a comprehensive index of neurobehavioral function. Furthermore, volcano map and heatmap were used to display the differential gene distribution and correlation analysis of expression levels, respectively. Finally, two software applications, TargetScan and miRanda, were used to predict the target genes of the significantly different microRNAs, respectively, and the target genes predicted by the two software applications are screened according to the scoring standards of each software. Our results showed that 73 microRNAs were changed in the serum exosomes of lead-exposed worker, among which 48 microRNAs are upregulated and 25 microRNAs are downregulated. Moreover, the miR-124 and miR-506 were identified, and they might be involved in the process of lead-induced neuroinflammation.
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18
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Yang J, Li L, Hong S, Zhang D, Zhou Y. Methamphetamine leads to the alterations of microRNA profiles in the nucleus accumbens of rats. PHARMACEUTICAL BIOLOGY 2020; 58:797-805. [PMID: 32893733 PMCID: PMC8641683 DOI: 10.1080/13880209.2020.1803366] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 07/07/2020] [Accepted: 07/26/2020] [Indexed: 06/11/2023]
Abstract
CONTEXT MicroRNA (miRNA) is an important regulator of gene expression. Methamphetamine (METH) induces a variety of alterations in different systems by affecting gene expression, but the effects of METH on miRNA profiles need to be elucidated. OBJECTIVES This study develops a rat model of METH addiction, and analyzes the expression profile alterations of miRNA in nucleus accumbens (NAc) of the METH-addicted rats. MATERIALS AND METHODS Sprague-Dawley rats were administered 10 mg/kg METH or vehicle twice a day for 4 weeks. The addictive behaviour of rats was estimated by CPP test. The pathological changes of brain tissues were then observed by HE and Glee silver staining. The miRNA profile analysis of the NAc of the rats was performed using an Illumina HiSeq™ 2500 sequencing system. RESULTS CPP test indicated that METH significantly prolonged the residence time of the rats in the drug box (from 307 ± 97 to 592 ± 96 s). The pathological staining showed the distorted axons, and fewer polarized neurons in the METH-treated rats. We further identified 40 differential miRNAs (17 up- and 23 down-regulated) and three novel miRNAs (novel 237, 296 and 501) that responded to METH. The bioinformatic analysis for the potential targets of the differential miRNA suggests that the downstream were concentrated in the Wnt signalling pathway, tuberculosis, toxoplasmosis, spliceosome, lysosome, and axon guidance. DISCUSSION AND CONCLUSIONS A number of miRNAs responding to METH were identified in the NAc of rats. These METH-regulated miRNAs provide a new perspective for revealing the molecular mechanisms of METH addiction.
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Affiliation(s)
- Jing Yang
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Lihua Li
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Shijun Hong
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Dongxian Zhang
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
| | - Yiqing Zhou
- School of Forensic Medicine, Kunming Medical University, Kunming, Yunnan, China
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19
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Chavoshi H, Boroujeni ME, Abdollahifar MA, Amini A, Tehrani AM, Moghaddam MH, Norozian M, Farahani RM, Aliaghaei A. From dysregulated microRNAs to structural alterations in the striatal region of METH-injected rats. J Chem Neuroanat 2020; 109:101854. [DOI: 10.1016/j.jchemneu.2020.101854] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 08/05/2020] [Accepted: 08/09/2020] [Indexed: 02/07/2023]
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20
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Sandau US, Duggan E, Shi X, Smith SJ, Huckans M, Schutzer WE, Loftis JM, Janowsky A, Nolan JP, Saugstad JA. Methamphetamine use alters human plasma extracellular vesicles and their microRNA cargo: An exploratory study. J Extracell Vesicles 2020; 10:e12028. [PMID: 33613872 PMCID: PMC7890470 DOI: 10.1002/jev2.12028] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 09/18/2020] [Accepted: 10/19/2020] [Indexed: 01/27/2023] Open
Abstract
Methamphetamine (MA) is the largest drug threat across the globe, with health effects including neurotoxicity and cardiovascular disease. Recent studies have begun to link microRNAs (miRNAs) to the processes related to MA use and addiction. Our studies are the first to analyse plasma EVs and their miRNA cargo in humans actively using MA (MA-ACT) and control participants (CTL). In this cohort we also assessed the effects of tobacco use on plasma EVs. We used vesicle flow cytometry to show that the MA-ACT group had an increased abundance of EV tetraspanin markers (CD9, CD63, CD81), but not pro-coagulant, platelet-, and red blood cell-derived EVs. We also found that of the 169 plasma EV miRNAs, eight were of interest in MA-ACT based on multiple statistical criteria. In smokers, we identified 15 miRNAs of interest, two that overlapped with the eight MA-ACT miRNAs. Three of the MA-ACT miRNAs significantly correlated with clinical features of MA use and target prediction with these miRNAs identified pathways implicated in MA use, including cardiovascular disease and neuroinflammation. Together our findings indicate that MA use regulates EVs and their miRNA cargo, and support that further studies are warranted to investigate their mechanistic role in addiction, recovery, and recidivism.
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Affiliation(s)
- Ursula S. Sandau
- Department of Anesthesiology & Perioperative MedicineOregon Health & Science UniversityPortlandOregonUSA
| | | | - Xiao Shi
- VA Portland Health Care SystemPortlandOregonUSA
- Department of PsychiatryOregon Health & Science UniversityPortlandOregonUSA
- Methamphetamine Research CenterOregon Health & Science UniversityPortlandOregonUSA
- Department of Behavioral NeuroscienceOregon Health & Science UniversityPortlandOregonUSA
| | - Sierra J. Smith
- Department of Anesthesiology & Perioperative MedicineOregon Health & Science UniversityPortlandOregonUSA
| | - Marilyn Huckans
- VA Portland Health Care SystemPortlandOregonUSA
- Department of PsychiatryOregon Health & Science UniversityPortlandOregonUSA
- Methamphetamine Research CenterOregon Health & Science UniversityPortlandOregonUSA
- Clinical Psychology ProgramOregon Health & Science UniversityPortlandOregonUSA
| | - William E. Schutzer
- VA Portland Health Care SystemPortlandOregonUSA
- Department of PsychiatryOregon Health & Science UniversityPortlandOregonUSA
- Methamphetamine Research CenterOregon Health & Science UniversityPortlandOregonUSA
- Department of Behavioral NeuroscienceOregon Health & Science UniversityPortlandOregonUSA
| | - Jennifer M. Loftis
- VA Portland Health Care SystemPortlandOregonUSA
- Department of PsychiatryOregon Health & Science UniversityPortlandOregonUSA
- Methamphetamine Research CenterOregon Health & Science UniversityPortlandOregonUSA
- Clinical Psychology ProgramOregon Health & Science UniversityPortlandOregonUSA
| | - Aaron Janowsky
- VA Portland Health Care SystemPortlandOregonUSA
- Department of PsychiatryOregon Health & Science UniversityPortlandOregonUSA
- Methamphetamine Research CenterOregon Health & Science UniversityPortlandOregonUSA
- Department of Behavioral NeuroscienceOregon Health & Science UniversityPortlandOregonUSA
| | | | - Julie A. Saugstad
- Department of Anesthesiology & Perioperative MedicineOregon Health & Science UniversityPortlandOregonUSA
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21
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Kazemi T, Huang S, Avci NG, Waits CMK, Akay YM, Akay M. Investigating the influence of perinatal nicotine and alcohol exposure on the genetic profiles of dopaminergic neurons in the VTA using miRNA-mRNA analysis. Sci Rep 2020; 10:15016. [PMID: 32929144 PMCID: PMC7490691 DOI: 10.1038/s41598-020-71875-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 08/04/2020] [Indexed: 12/11/2022] Open
Abstract
Nicotine and alcohol are two of the most commonly used and abused recreational drugs, are often used simultaneously, and have been linked to significant health hazards. Furthermore, patients diagnosed with dependence on one drug are highly likely to be dependent on the other. Several studies have shown the effects of each drug independently on gene expression within many brain regions, including the ventral tegmental area (VTA). Dopaminergic (DA) neurons of the dopamine reward pathway originate from the VTA, which is believed to be central to the mechanism of addiction and drug reinforcement. Using a well-established rat model for both nicotine and alcohol perinatal exposure, we investigated miRNA and mRNA expression of dopaminergic (DA) neurons of the VTA in rat pups following perinatal alcohol and joint nicotine-alcohol exposure. Microarray analysis was then used to profile the differential expression of both miRNAs and mRNAs from DA neurons of each treatment group to further explore the altered genes and related biological pathways modulated. Predicted and validated miRNA-gene target pairs were analyzed to further understand the roles of miRNAs within these networks following each treatment, along with their post transcription regulation points affecting gene expression throughout development. This study suggested that glutamatergic synapse and axon guidance pathways were specifically enriched and many miRNAs and genes were significantly altered following alcohol or nicotine-alcohol perinatal exposure when compared to saline control. These results provide more detailed insight into the cell proliferation, neuronal migration, neuronal axon guidance during the infancy in rats in response to perinatal alcohol/ or nicotine-alcohol exposure.
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Affiliation(s)
- Tina Kazemi
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA
| | - Shuyan Huang
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA
| | - Naze G Avci
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA
| | - Charlotte Mae K Waits
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA
| | - Yasemin M Akay
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA
| | - Metin Akay
- Department of Biomedical Engineering, University of Houston, Houston, TX, 77204, USA.
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22
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Shukla M, Vincent B. The multi-faceted impact of methamphetamine on Alzheimer's disease: From a triggering role to a possible therapeutic use. Ageing Res Rev 2020; 60:101062. [PMID: 32304732 DOI: 10.1016/j.arr.2020.101062] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 03/05/2020] [Accepted: 03/28/2020] [Indexed: 12/15/2022]
Abstract
Although it has been initially synthesized for therapeutic purposes and currently FDA-approved and prescribed for obesity, attention-deficit/hyperactivity disorder, narcolepsy and depression, methamphetamine became a recreational drug that is nowadays massively manufactured illegally. Because it is a powerful and extremely addictive psychotropic agent, its abuse has turned out to become a major health problem worldwide. Importantly, the numerous effects triggered by this drug induce neurotoxicity in the brain ultimately leading to serious neurological impairments, tissue damage and neuropsychological disturbances that are reminiscent to most of the symptoms observed in Alzheimer's disease and other pathological manifestations in aging brain. In this context, there is a growing number of compelling evidence linking methamphetamine abuse with a higher probability of developing premature Alzheimer's disease and consequent neurodegeneration. This review proposes to establish a broad assessment of the effects that this drug can generate at the cellular and molecular levels in connection with the development of the age-related Alzheimer's disease. Altogether, the objective is to warn against the long-term effects that methamphetamine abuse may convey on young consumers and the increased risk of developing this devastating brain disorder at later stages of their lives, but also to discuss a more recently emerging concept suggesting a possible use of methamphetamine for treating this pathology under proper and strictly controlled conditions.
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23
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Demirel G, Guzel E, Creighton CJ, Ozturk YE, Kucuk C, Asliyuksek H, Yurdun T. MDMA Abuse in Relation to MicroRNA Variation in Human Brain Ventral Tegmental Area and Nucleus Accumbens. IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH : IJPR 2020; 18:1989-1999. [PMID: 32184864 PMCID: PMC7059052 DOI: 10.22037/ijpr.2019.15097.12874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
3,4-methylenedioxymethamphetamine (MDMA) is one of the most widespread illegal drugs, that have been used particularly by young people in the 15-34 age group. MicroRNAs (miRNAs) are endogenously synthesized, non-coding, and small RNAs that post-transcriptionally regulate their target genes' expression by inhibiting protein translation or degradation. miRNAs are increasingly implicated in drug-related gene expressions and functions. Notably, there are no reports of miRNA variation in the human brain in MDMA abuse. We here present a miRNA profiling study - the first such study, to the best of our knowledge - into the post-mortem human brains of a sample of people with MDMA abuse, along with non-drug dependent controls. The miRNA profiling of nucleus accumbens (NAc) and ventral tegmental areas (VTA) was performed by microarray analysis. Subsequently, two candidate miRNA putative biomarkers were selected according to significant regional differential expression (miR-1202 and miR-7975), using quantitative reverse-transcription PCR (qRT-PCR). We showed that the expression level of miR-7975 was significantly lower in the VTA regions of the 30 MDMA users, as compared with the 30 control samples. Another significantly deregulated miR-1202 was down-regulated in the NAc regions of 30 MDMA samples in comparison to the control samples. Alteration of these miRNAs can potentially serve as novel biomarkers for MDMA abuse, and warrant further research in independent and larger samples of patients.
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Affiliation(s)
- Goksun Demirel
- Department of Pharmaceutical Toxicology, Faculty of Pharmacy, Biruni University, Istanbul, Turkey.,Department of Pharmaceutical Toxicology, Faculty of Pharmacy, Çukurova University, Adana, Turkey.,G D and E G. These authors contributed equally to this work
| | - Esra Guzel
- Department of Molecular Biology and Genetics, Institute of Health Sciences, University of Health Sciences, Istanbul, Turkey.,G D and E G. These authors contributed equally to this work
| | - Chad J Creighton
- Department of Medicine, Baylor College of Medicine, Houston, Texas.,Dan L. Duncan Cancer Center Division of Biostatistics, Houston, Texas
| | - Yeter Erol Ozturk
- Chemistry Department, Council of Forensic Medicine, Istanbul, Turkey
| | | | | | - Türkan Yurdun
- Department of Pharmaceutical Toxicology, Faculty of Pharmacy, Marmara University, Istanbul, Turkey
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24
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Golsorkhdan SA, Boroujeni ME, Aliaghaei A, Abdollahifar MA, Ramezanpour A, Nejatbakhsh R, Anarkooli IJ, Barfi E, Fridoni MJ. Methamphetamine administration impairs behavior, memory and underlying signaling pathways in the hippocampus. Behav Brain Res 2020; 379:112300. [DOI: 10.1016/j.bbr.2019.112300] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 10/06/2019] [Accepted: 10/10/2019] [Indexed: 12/15/2022]
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25
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Eskandarian Boroujeni M, Peirouvi T, Shaerzadeh F, Ahmadiani A, Abdollahifar MA, Aliaghaei A. Differential gene expression and stereological analyses of the cerebellum following methamphetamine exposure. Addict Biol 2020; 25:e12707. [PMID: 30714656 DOI: 10.1111/adb.12707] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 11/13/2018] [Accepted: 11/21/2018] [Indexed: 12/24/2022]
Abstract
Methamphetamine (METH) is a highly addictive psychostimulant that profoundly aimed at monoaminergic systems in the brain. Despite the leading role of cerebellum in sensorimotor control as well as augmented locomotor activity under the influence of METH, there are few studies examining the effect of METH administration on gene expression profiling and structural consequences in the cerebellar region. Thus, we sought to explore the effects of METH on the cerebellum, from gene expression changes to structural alterations. In this respect, we investigated genome-wide mRNA expression using high throughput RNA-seq technology and confirmatory quantitative real-time PCR, accompanied by stereological analysis of cerebellar layers along with identification of reactive astrogliosis by glial fibrillary acidic protein and behavioral assessment following METH exposure. According to our RNA-seq data, 473 unique differentially expressed genes (DEG) were detected upon METH injections in which a large number of these genes engage basically in biological regulations and metabolic processes, chiefly located in nucleus and membrane. In addition, pathway analysis of METH-induced DEG revealed several enriched signaling cascades related largely to immune response, neurotransmission, cell growth, and death. Further, METH induced a significant reduction in volumes of cerebellar layers (molecular, granular, and Purkinje) and a decrease in the white matter volume along with a rise in astrogliosis as well as increased locomotor activity. In conclusion, considering gene expression changes combined with structural alterations of the cerebellum in response to METH, these data suggest METH-induced neurotoxicity in the cerebellar region.
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Affiliation(s)
| | - Tahmineh Peirouvi
- Department of Histology, School of MedicineUrmia University of Medical Sciences Iran
| | - Fatemeh Shaerzadeh
- Department of NeuroscienceMcKnight Brain Institute, University of Florida College of Medicine Gainesville Florida USA
| | - Abolhasan Ahmadiani
- Neurobiology Research CenterShahid Beheshti University of Medical Sciences Iran
| | - Mohammad Amin Abdollahifar
- Cell Biology and Anatomical Sciences, School of MedicineShahid Beheshti University of Medical Sciences Iran
| | - Abbas Aliaghaei
- Cell Biology and Anatomical Sciences, School of MedicineShahid Beheshti University of Medical Sciences Iran
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26
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Regional Analysis of the Brain Transcriptome in Mice Bred for High and Low Methamphetamine Consumption. Brain Sci 2019; 9:brainsci9070155. [PMID: 31262025 PMCID: PMC6681006 DOI: 10.3390/brainsci9070155] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 06/20/2019] [Accepted: 06/26/2019] [Indexed: 01/08/2023] Open
Abstract
Transcriptome profiling can broadly characterize drug effects and risk for addiction in the absence of drug exposure. Modern large-scale molecular methods, including RNA-sequencing (RNA-Seq), have been extensively applied to alcohol-related disease traits, but rarely to risk for methamphetamine (MA) addiction. We used RNA-Seq data from selectively bred mice with high or low risk for voluntary MA intake to construct coexpression and cosplicing networks for differential risk. Three brain reward circuitry regions were explored, the nucleus accumbens (NAc), prefrontal cortex (PFC), and ventral midbrain (VMB). With respect to differential gene expression and wiring, the VMB was more strongly affected than either the PFC or NAc. Coexpression network connectivity was higher in the low MA drinking line than in the high MA drinking line in the VMB, oppositely affected in the NAc, and little impacted in the PFC. Gene modules protected from the effects of selection may help to eliminate certain mechanisms from significant involvement in risk for MA intake. One such module was enriched in genes with dopamine-associated annotations. Overall, the data suggest that mitochondrial function and glutamate-mediated synaptic plasticity have key roles in the outcomes of selective breeding for high versus low levels of MA intake.
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Liu D, Zhu L, Ni T, Guan F, Chen Y, Ma D, Goh EL, Chen T. Ago2 and Dicer1 are involved in METH-induced locomotor sensitization in mice via biogenesis of miRNA. Addict Biol 2019. [PMID: 29516602 DOI: 10.1111/adb.12616] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
microRNA (miRNA) play important roles in drug addiction and act as a post-transcriptional regulator of gene expression. We previously reported extensive downregulation of miRNAs in the nucleus accumbens (NAc) of methamphetamine (METH)-sensitized mice. However, the regulatory mechanism of this METH-induced downregulation of miRNAs has yet to be elucidated. Thus, we examined METH-induced changes in the expression of miRNAs and their precursors, as well as the expression levels of mRNA and the proteins involved in miRNA biogenesis such as Dicer1 and Ago2, in the nucleus accumbens of METH-induced locomotor sensitized mice. miRNAs and Ago2 were significantly downregulated, while the expression of miRNA precursors remained unchanged or upregulated, which suggests that the downregulation of miRNAs was likely due to a reduction in Ago2-mediated splicing but unlikely to be regulated at the transcription level. Interestingly, the expression level of Dicer1, which is a potential target of METH-induced decreased miRNAs, such as miR-124, miR-212 and miR-29b, was significantly increased. In conclusion, this study indicates that miRNA biogenesis (such as Ago2 and Dicer1) and their miRNA products may have a role in the development of METH addiction.
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Affiliation(s)
- Dan Liu
- College of Forensic MedicineXi'an Jiaotong University Health Science Center China
- The Key Laboratory of Health Ministry for Forensic ScienceXi'an Jiaotong University China
| | - Li Zhu
- College of Forensic MedicineXi'an Jiaotong University Health Science Center China
- The Key Laboratory of Health Ministry for Forensic ScienceXi'an Jiaotong University China
| | - Tong Ni
- College of Forensic MedicineXi'an Jiaotong University Health Science Center China
- The Key Laboratory of Health Ministry for Forensic ScienceXi'an Jiaotong University China
| | - Fang‐lin Guan
- College of Forensic MedicineXi'an Jiaotong University Health Science Center China
- The Key Laboratory of Health Ministry for Forensic ScienceXi'an Jiaotong University China
| | - Yan‐jiong Chen
- Departments of Immunology and Pathogenic Biology, College of Basic MedicineXi'an Jiaotong University Health Science Center China
| | - Dong‐liang Ma
- Singhealth Duke‐NUS Neuroscience Academic Clinical Programme Singapore
| | - Eyleen L.K. Goh
- Singhealth Duke‐NUS Neuroscience Academic Clinical Programme Singapore
- National Neuroscience Institute Singapore
| | - Teng Chen
- College of Forensic MedicineXi'an Jiaotong University Health Science Center China
- The Key Laboratory of Health Ministry for Forensic ScienceXi'an Jiaotong University China
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Xu X, Pan J, Li X, Cui Y, Mao Z, Wu B, Xu H, Zhou W, Liu Y. Inhibition of Methamphetamine Self-Administration and Reinstatement by Central Blockade of Angiotensin II Receptor in Rats. J Pharmacol Exp Ther 2019; 369:244-258. [PMID: 30867225 DOI: 10.1124/jpet.118.255729] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 03/04/2019] [Indexed: 02/06/2023] Open
Abstract
The molecular mechanism and treatment of methamphetamine (METH) use disorder remain unclear. The current study aimed to investigate the role of central angiotensin II receptor (ATR) in drug taking and seeking behavior associated with METH use disorder. The effect of an ATR type 1 (AT1R) antagonist, candesartan cilexetil, on the reinforcing and motivational effects of METH was first assessed using the animal model of METH self-administration (SA) and reinstatement. The levels of dopamine D2 receptor (D2R) and AT1R were subsequently examined. Furthermore, the present study determined the expression of microRNAs (miRNAs) by comparing METH SA, METH-yoked, and Saline-yoked groups. The target miRNAs were further overexpressed in the nucleus accumbens (NAc) via a lentivirus vector to investigate the effects of target miRNAs on METH SA maintained under a fixed ratio 1, progressive ratio, and cue/drug reinstatement of METH SA. The potential role of the AT1R-PLCβ-CREB signaling pathway was finally investigated. The results suggest that AT1R blockade effectively reduced METH SA and reinstatement, in conjunction with the counter-regulation of D2R and AT1R. A total of 17 miRNAs targeting Ang II in NAc were found to be associated with the voluntary intake of METH. Furthermore, overexpression of specific miR-219a-5p targeting AT1R-regulated METH SA and reinstatement. The AT1R-PLCβ-CREB signaling pathway was found to be associated with the effect of AT1R on the drug-taking and drug-seeking behavior involving METH use disorder.
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Affiliation(s)
- Xing Xu
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Jian Pan
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Xingxing Li
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Yan Cui
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Zijuan Mao
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Boliang Wu
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Huachong Xu
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Wenhua Zhou
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
| | - Yu Liu
- Ningbo University School of Medicine, Ningbo, Zhejiang, People's Republic of China (X.X., J.P., Z.M., B.W., W.Z., Y.L.); Ningbo Kangning Hospital, Ningbo, Zhejiang, People's Republic of China (X.L.); Ningbo Public Security Bureau Ningbo Anti-drug Office, Zhejiang, People's Republic of China (Y.C., H.X.); and Ningbo Addiction Research and Treatment Center, Zhejiang, People's Republic of China (W.Z.)
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29
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Comparison between dopaminergic and non-dopaminergic neurons in the VTA following chronic nicotine exposure during pregnancy. Sci Rep 2019; 9:445. [PMID: 30679632 PMCID: PMC6345743 DOI: 10.1038/s41598-018-37098-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 11/29/2018] [Indexed: 01/22/2023] Open
Abstract
Exposure to nicotine during pregnancy through maternal smoking or nicotine replacement therapy is associated with adverse birth outcomes as well as several cognitive and neurobehavioral deficits. Several studies have shown that nicotine produces long-lasting effects on gene expression within many brain regions, including the ventral tegmental area (VTA), which is the origin of dopaminergic neurons and the dopamine reward pathway. Using a well-established rat model for perinatal nicotine exposure, we sought to investigate altered biological pathways using mRNA and miRNA expression profiles of dopaminergic (DA) and non-dopaminergic (non-DA) neurons in this highly-valuable area. Putative miRNA-gene target interactions were assessed as well as miRNA-pathway interactions. Our results indicate that extracellular matrix (ECM) receptor interactions were significantly altered in DA and non-DA neurons due to chronic nicotine exposure during pregnancy. They also show that the PI3K/AKT signaling pathway was enriched in DA neurons with multiple significant miRNA-gene targets, but the same changes were not seen in non-DA neurons. We speculate that nicotine exposure during pregnancy could differentially affect the gene expression of DA and non-DA neurons in the VTA.
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30
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Oliver RJ, Mandyam CD. Regulation of Adult Neurogenesis by Non-coding RNAs: Implications for Substance Use Disorders. Front Neurosci 2018; 12:849. [PMID: 30524229 PMCID: PMC6261985 DOI: 10.3389/fnins.2018.00849] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/30/2018] [Indexed: 12/25/2022] Open
Abstract
The discovery of non-coding RNAs (ncRNAs)has been one of the central findings from early genomic sequencing studies. Not only was the presence of these genes unknown previously, it was the staggering disproportionate share of the genome that was predicted to be encoded by ncRNAs that was truly significant in genomic research. Over the years the function of various classes of these ncRNAs has been revealed. One of the first and enduring regulatory programs associated with these factors was development. In the neurosciences, the discovery of adult derived populations of dividing cells within the brain was equally substantial. The brain was hypothesized to be plastic only in its neuronal connectivity, but the discovery of the generation of new neurons was a novel mechanism of neuronal and behavioral plasticity. The process of adult neurogenesis resembles early neuronal development and has been found to share many parallels in the proper stages of specified genetic programs. Adult neurogenesis has also been found to play a role in learning and memory involved in particular hippocampal-dependent behaviors. Substance use disorders (SUDs) are an example of a behavioral condition that is associated with and possibly driven by hippocampal alterations. Our laboratory has determined that hippocampal adult neurogenesis is necessary for a rodent model of methamphetamine relapse. Due to the previous research on ncRNAs in development and in other brain regions involved in SUDs, we posit that ncRNAs may play a role in adult neurogenesis associated with this disorder. This review will cover the regulatory mechanisms of various classes of ncRNAs on the coordinated genetic program associated with adult neurogenesis with a special focus on how these programs could be dysregulated in SUDs.
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Affiliation(s)
- Robert J Oliver
- VA San Diego Healthcare System, San Diego, CA, United States
| | - Chitra D Mandyam
- VA San Diego Healthcare System, San Diego, CA, United States
- Department of Anesthesiology, University of California, San Diego, San Diego, CA, United States
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31
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Keller RF, Dragomir A, Yantao F, Akay YM, Akay M. Investigating the genetic profile of dopaminergic neurons in the VTA in response to perinatal nicotine exposure using mRNA-miRNA analyses. Sci Rep 2018; 8:13769. [PMID: 30213973 PMCID: PMC6137108 DOI: 10.1038/s41598-018-31882-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 08/29/2018] [Indexed: 12/25/2022] Open
Abstract
Maternal smoking during pregnancy is associated with an increased risk of developmental, behavioral, and cognitive deficits. Nicotine, the primary addictive component in tobacco, has been shown to modulate changes in gene expression when exposure occurs during neurodevelopment. The ventral tegmental area (VTA) is believed to be central to the mechanism of addiction because of its involvement in the reward pathway. The purpose of this study was to build a genetic profile for dopamine (DA) neurons in the VTA and investigate the disruptions to the molecular pathways after perinatal nicotine exposure. Initially, we isolated the VTA from rat pups treated perinatally with either nicotine or saline (control) and collected DA neurons using fluorescent-activated cell sorting. Using microarray analysis, we profiled the differential expression of mRNAs and microRNAs from DA neurons in the VTA in order to explore potential points of regulation and enriched pathways following perinatal nicotine exposure. Furthermore, mechanisms of miRNA-mediated post-transcriptional regulation were investigated using predicted and validated miRNA-gene targets in order to demonstrate the role of miRNAs in the mesocorticolimbic DA pathway. This study provides insight into the genetic profile as well as biological pathways of DA neurons in the VTA of rats following perinatal nicotine exposure.
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Affiliation(s)
- Renee F Keller
- University of Houston, Department of Biomedical Engineering, Houston, TX, 77204, USA
| | - Andrei Dragomir
- University of Houston, Department of Biomedical Engineering, Houston, TX, 77204, USA
| | - Fan Yantao
- University of Houston, Department of Biomedical Engineering, Houston, TX, 77204, USA
| | - Yasemin M Akay
- University of Houston, Department of Biomedical Engineering, Houston, TX, 77204, USA
| | - Metin Akay
- University of Houston, Department of Biomedical Engineering, Houston, TX, 77204, USA.
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32
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Sim MS, Soga T, Pandy V, Wu YS, Parhar IS, Mohamed Z. MicroRNA expression signature of methamphetamine use and addiction in the rat nucleus accumbens. Metab Brain Dis 2017; 32:1767-1783. [PMID: 28681200 DOI: 10.1007/s11011-017-0061-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 06/22/2017] [Indexed: 02/07/2023]
Abstract
Methamphetamine (METH) is a highly addictive psycho-stimulant that induces behavioral changes due to high level of METH-induced dopamine in the brain. Nucleus accumbens (NAc) plays an important role in these changes, especially in drug addiction. However, little is known about the underlying molecular mechanisms of METH-induced addiction. The objective of this study was to establish a behavioral model of METH use and addiction using escalating doses of METH over 15 days and to determine the global miRNA expression profiling in NAc of METH-addicted rats. In the behavioral study, the experimental rats were divided into 3 groups of 9 each: a control group, a single dose METH (5 mg/kg) treatment group and a continuous 15 alternate days METH (0.25, 0.5, 1, 2, 3, 4, 5 mg/kg) treatment group. Following that, six rats in each group were randomly selected for global miRNA profiling. Addiction behavior in rats was established using Conditioned Place Preference task. The analysis of the miRNA profiling in the NAc was performed using Affymetric microarray GeneChip® System. The findings indicated that a continuous 15 alternate days METH treatment rats showed a preference for the drug-paired compartment of the CPP. However, a one-time acute treatment with 5 mg/kg METH did not show any significant difference in preference when compared with controls. Differential profiling of miRNAs indicated that 166 miRNAs were up-regulated and 4 down-regulated in the chronic METH-treatment group when compared to controls. In comparing the chronic treatment group with the acute treatment group, 52 miRNAs were shown to be up-regulated and 7 were down-regulated. MiRNAs including miR-496-3p, miR-194-5p, miR-200b-3p and miR-181a-5p, were found to be significantly associated with METH addiction. Canonical pathway analysis revealed that a high number of METH addiction-related miRNAs play important roles in the MAPK, CREB, G-Protein Couple Receptor and GnRH Signaling pathways. Our results suggest that dynamic changes occur in the expression of miRNAs following METH exposure and addiction.
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Affiliation(s)
- Maw Shin Sim
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
| | - Tomoko Soga
- Brain Research Institute, School of Medicine and Health Sciences, Monash University, Bandar Sunway, 47500, Selangor, Malaysia
| | - Vijayapandi Pandy
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Yuan Seng Wu
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Ishwar S Parhar
- Brain Research Institute, School of Medicine and Health Sciences, Monash University, Bandar Sunway, 47500, Selangor, Malaysia
| | - Zahurin Mohamed
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
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33
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Zhang SF, Chen JC, Zhang J, Xu JG. miR-181a involves in the hippocampus-dependent memory formation via targeting PRKAA1. Sci Rep 2017; 7:8480. [PMID: 28814760 PMCID: PMC5559581 DOI: 10.1038/s41598-017-09095-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 07/20/2017] [Indexed: 02/05/2023] Open
Abstract
Post-transcriptional gene regulation by microRNAs (miRNAs) is involved in memory formation. However, the roles of individual miRNAs in these processes remain largely unknown. In this study, we want to clarify the role of miR-181a in hippocampus-dependent memory formation. A transient increase in miR-181a expression was observed after conditioned fear conditioning (CFC) and object location task (OLT) training. Selective overexpression or inhibition of miR-181a in the dorsal hippocampus (DH) via the injection of a miR-181a agomir or antagomir enhanced or impaired the CFC- and OLT-dependent memory formation, respectively. Using bioinformatics and luciferase assays, we identified PRKAA1 as a potential target gene of miR-181a. After CFC or OLT training, the expression and activity of PRKAA1 decreased as miR-181a expression increased and was effectively blocked by the miR-181a antagomir. Moreover, microinjection of the PRKAA1 agonist AICAR or inhibitor compound C in the DH reversed the roles of the miR-181a agomir or antagomir in CFC- and OLT-dependent memory formation. In conclusion, this work provides novel evidence describing the role and mechanism of miR-181a in hippocampus-dependent memory formation, which sheds light on the potential regulation of cognition and future treatments for cognitive disorders.
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Affiliation(s)
- Sun-Fu Zhang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, P. R. China.,Department of Neurosurgery, The First People's Hospital of Yibin, Yibin, Sichuan, P. R. China
| | - Jun-Chen Chen
- Department of Neurosurgery, Sichuan 81 Rehabilitation Center, Chengdu, Sichuan, P. R. China
| | - Jing Zhang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, P. R. China
| | - Jian-Guo Xu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, P. R. China.
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Cocaine-Mediated Downregulation of miR-124 Activates Microglia by Targeting KLF4 and TLR4 Signaling. Mol Neurobiol 2017; 55:3196-3210. [PMID: 28478506 DOI: 10.1007/s12035-017-0584-5] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 04/27/2017] [Indexed: 12/26/2022]
Abstract
Cocaine is known to activate microglia both in vitro and in vivo. High expression of microglial Toll-like receptors (TLRs) and their downstream signal transducers play critical roles in determining microglial activation status. Emerging reports have also demonstrated that cocaine can enhance the strength of TLR signaling. Detailed molecular mechanisms underlying this phenomenon, however, remain elusive. In this study, we investigated the role(s) of miR-124 in regulating microglial TLR4 signaling in the context of cocaine. Herein, we found a dose- and time-dependent upregulation of KLF4 in cocaine-exposed BV-2 cells and rat primary microglial cells (rPMs). KLF4 also identified as a novel 3'-UTR target directly regulated by miR-124. In parallel, miR-124 regulated multiple TLR4 signaling molecules including TLR4, MyD88, TRAF6, and IRAK1. Repeated doses of cocaine (20 mg/kg; i.p.) administration in mice for 7 days further validated the in vitro key findings. Also, miR-124 overexpression significantly blocked the cocaine-mediated upregulation of pro-inflammatory cytokines. In contrast, miR-124 overexpression notably increased the expression of anti-inflammatory mediators in cocaine-exposed microglial cells. Intriguingly, stereotactic administration of lentivirus-miR-124 in the striatum significantly inhibited cocaine-mediated microglial activation and locomotor hyperactivity in vivo. In summary, these findings implicate the role of miR-124 in regulating TLR4 signaling, thereby indicating a new pathway responsible for cocaine-mediated microglial activation.
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35
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mRNA changes in nucleus accumbens related to methamphetamine addiction in mice. Sci Rep 2016; 6:36993. [PMID: 27869204 PMCID: PMC5116666 DOI: 10.1038/srep36993] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 10/21/2016] [Indexed: 11/12/2022] Open
Abstract
Methamphetamine (METH) is a highly addictive psychostimulant that elicits aberrant changes in the expression of microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) in the nucleus accumbens of mice, indicating a potential role of METH in post-transcriptional regulations. To decipher the potential consequences of these post-transcriptional regulations in response to METH, we performed strand-specific RNA sequencing (ssRNA-Seq) to identify alterations in mRNA expression and their alternative splicing in the nucleus accumbens of mice following exposure to METH. METH-mediated changes in mRNAs were analyzed and correlated with previously reported changes in non-coding RNAs (miRNAs and lncRNAs) to determine the potential functions of these mRNA changes observed here and how non-coding RNAs are involved. A total of 2171 mRNAs were differentially expressed in response to METH with functions involved in synaptic plasticity, mitochondrial energy metabolism and immune response. 309 and 589 of these mRNAs are potential targets of miRNAs and lncRNAs respectively. In addition, METH treatment decreases mRNA alternative splicing, and there are 818 METH-specific events not observed in saline-treated mice. Our results suggest that METH-mediated addiction could be attributed by changes in miRNAs and lncRNAs and consequently, changes in mRNA alternative splicing and expression. In conclusion, our study reported a methamphetamine-modified nucleus accumbens transcriptome and provided non-coding RNA-mRNA interaction networks possibly involved in METH addiction.
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36
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Guo ML, Periyasamy P, Liao K, Kook YH, Niu F, Callen SE, Buch S. Cocaine-mediated downregulation of microglial miR-124 expression involves promoter DNA methylation. Epigenetics 2016; 11:819-830. [PMID: 27786595 DOI: 10.1080/15592294.2016.1232233] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Neuroinflammation plays a critical role in the development of reward-related behavior in cocaine self-administration rodents. Cocaine, one of most commonly abused drugs, has been shown to activate microglia both in vitro and in vivo. Detailed molecular mechanisms underlying cocaine-mediated microglial activation remain poorly understood. microRNAs (miRs) belonging to a class of small noncoding RNA superfamily have been shown to modulate the activation status of microglia. miR-124, one of the microglia-enriched miRs, functions as an anti-inflammatory regulator that maintains microglia in a quiescent state. To date, the possible effects of cocaine on microglial miR-124 levels and the associated underlying mechanisms have not been explored. In the current study, we demonstrated that cocaine exposure decreased miR-124 levels in both BV-2 cells and rat primary microglia. These findings were further validated in vivo, wherein we demonstrated decreased abundance of miR-124 in purified microglia isolated from cocaine-administered mice brains compared with cells from saline administered animals. Molecular mechanisms underlying these effects involved cocaine-mediated increased mRNA and protein expression of DNMTs in microglia. Consistently, cocaine substantially increased promoter DNA methylation levels of miR-124 precursors (pri-miR-124-1 and -2), but not that of pri-miR-124-3, both in vitro and in vivo. In summary, our findings demonstrated that cocaine exposure increased DNA methylation of miR-124 promoter resulting into its downregulation, which, in turn, led to microglial activation. Our results thus implicate that epigenetic modulation of miR-124 could be considered as a potential therapeutic approach to ameliorate microglial activation and, possibly, the development of cocaine addiction.
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Affiliation(s)
- Ming-Lei Guo
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Palsamy Periyasamy
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Ke Liao
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Yeon Hee Kook
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Fang Niu
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Shannon E Callen
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
| | - Shilpa Buch
- a Department of Pharmacology and Experimental Neuroscience , Nebraska Medical Center, University of Nebraska Medical Center , Omaha , NE , USA
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Zhu J, Zhao N, Chen Y, Zhu L, Zhong Q, Liu J, Chen T. Sodium butyrate modulates a methamphetamine-induced conditioned place preference. J Neurosci Res 2016; 95:1044-1052. [PMID: 27426635 DOI: 10.1002/jnr.23835] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 06/21/2016] [Accepted: 06/22/2016] [Indexed: 12/13/2022]
Abstract
Previous studies demonstrated that histone acetylation modulated the transcription of associated gene expression and thus contributed to the persistence of addictive behaviors and neuroplasticity. Nonetheless, the roles of histone acetylation in distinct phases of methamphetamine (METH)-induced conditioned place preference (CPP) remain unclear. The current study examines the effects of the histone deacetylases (HDACs) inhibitor sodium butyrate (NaB) on the acquisition, extinction, and reinstatement of METH-induced CPP in mice. Our results showed that 1 mg/kg METH induced CPP in mice after four conditioning sessions. METH-induced CPP was extinguished after three extinction training sessions and could be triggered by the same dose (1 mg/kg) of METH on the reinstatement test day. Meanwhile, NaB (400 mg/kg) per se had no effect on the natural preference of mice, but injections of NaB during the conditioning and extinction phases facilitated the acquisition and extinction of METH-induced CPP, respectively. Additionally, although the effect of a single NaB injection prior to the trigger of CPP reinstatement was not observed, repeated NaB injections during the extinction phase totally blocked the reinstatement of METH-induced CPP. Taken together, our results suggested a specific effect of histone acetylation on modulating distinct phases of METH-induced CPP and that treatment of NaB during the extinction phase not only produced beneficial effects on eliminating already established CPP but also blocked the reinstatement of METH-induced CPP. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jie Zhu
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China.,The Key Laboratory of Health Ministry for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Na Zhao
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China.,Northwest University of Politics and Law School of Police, Xi'an, Shaanxi, People's Republic of China
| | - Yanjiong Chen
- Departments of Immunology and Pathogenic Biology, College of Basic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China
| | - Li Zhu
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China.,The Key Laboratory of Health Ministry for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Qing Zhong
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China.,The Key Laboratory of Health Ministry for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Jian Liu
- The Key Laboratory of Health Ministry for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
| | - Teng Chen
- College of Forensic Medicine, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, People's Republic of China.,The Key Laboratory of Health Ministry for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, People's Republic of China
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Krasnova IN, Justinova Z, Cadet JL. Methamphetamine addiction: involvement of CREB and neuroinflammatory signaling pathways. Psychopharmacology (Berl) 2016; 233:1945-62. [PMID: 26873080 PMCID: PMC5627363 DOI: 10.1007/s00213-016-4235-8] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 02/04/2016] [Indexed: 02/06/2023]
Abstract
RATIONALE AND OBJECTIVES Addiction to psychostimulant methamphetamine (METH) remains a major public health problem in the world. Animal models that use METH self-administration incorporate many features of human drug-taking behavior and are very helpful in elucidating mechanisms underlying METH addiction. These models are also helping to decipher the neurobiological substrates of associated neuropsychiatric complications. This review summarizes our work on the influence of METH self-administration on dopamine systems, transcription and immune responses in the brain. METHODS We used the rat model of METH self-administration with extended access (15 h/day for eight consecutive days) to investigate the effects of voluntary METH intake on the markers of dopamine system integrity and changes in gene expression observed in the brain at 2 h-1 month after cessation of drug exposure. RESULTS Extended access to METH self-administration caused changes in the rat brain that are consistent with clinical findings reported in neuroimaging and postmortem studies of human METH addicts. In addition, gene expression studies using striatal tissues from METH self-administering rats revealed increased expression of genes involved in cAMP response element binding protein (CREB) signaling pathway and in the activation of neuroinflammatory response in the brain. CONCLUSION These data show an association of METH exposure with activation of neuroplastic and neuroinflammatory cascades in the brain. The neuroplastic changes may be involved in promoting METH addiction. Neuroinflammatory processes in the striatum may underlie cognitive deficits, depression, and parkinsonism reported in METH addicts. Therapeutic approaches that include suppression of neuroinflammation may be beneficial to addicted patients.
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Affiliation(s)
- Irina N. Krasnova
- Molecular Neuropsychiatry Research Branch, Intramural Research Program, NIDA, NIH, DHHS, Baltimore, MD, USA,Corresponding authors: Irina N. Krasnova, Ph.D., Molecular Neuropsychiatry Research Branch, NIDA/NIH/DHHS, 251 Bayview Blvd, Baltimore, MD 21224, Tel. 443-74-2658, Fax 443-740-2856, , Jean Lud Cadet, M.D., Molecular Neuropsychiatry Research Branch, NIDA/NIH/DHHS, 251 Bayview Blvd., Baltimore, MD 21224, Tel. 443-740-2656, Fax 443-740-2856,
| | - Zuzana Justinova
- Behavioral Neuroscience Research Branch, Intramural Research Program, NIDA, NIH, DHHS Baltimore, MD 21224, USA
| | - Jean Lud Cadet
- Molecular Neuropsychiatry Research Branch, Intramural Research Program, NIDA, NIH, DHHS, 251 Bayview Blvd, Baltimore, MD, 21224, USA.
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