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Blum K, Bowirrat A, Baron D, Elman I, Makale MT, Cadet JL, Thanos PK, Hanna C, Ahmed R, Gondre-Lewis MC, Dennen CA, Braverman ER, Soni D, Carney P, Khalsa J, Modestino EJ, Barh D, Bagchi D, Badgaiyan RD, McLaughlin T, Cortese R, Ceccanti M, Murphy KT, Gupta A, Makale MT, Sunder K, Gold MS. Identification of stress-induced epigenetic methylation onto dopamine D2 gene and neurological and behavioral consequences. GENE & PROTEIN IN DISEASE 2024; 3:10.36922/gpd.1966. [PMID: 38766604 PMCID: PMC11100097 DOI: 10.36922/gpd.1966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
The D2 dopamine receptor (DRD2) gene has garnered substantial attention as one of the most extensively studied genes across various neuropsychiatric disorders. Since its initial association with severe alcoholism in 1990, particularly through the identification of the DRD2 Taq A1 allele, numerous international investigations have been conducted to elucidate its role in different conditions. As of February 22, 2024, there are 5485 articles focusing on the DRD2 gene listed in PUBMED. There have been 120 meta-analyses with mixed results. In our opinion, the primary cause of negative reports regarding the association of various DRD2 gene polymorphisms is the inadequate screening of controls, not adequately eliminating many hidden reward deficiency syndrome behaviors. Moreover, pleiotropic effects of DRD2 variants have been identified in neuropsychologic, neurophysiologic, stress response, social stress defeat, maternal deprivation, and gambling disorder, with epigenetic DNA methylation and histone post-translational negative methylation identified as discussed in this article. There are 70 articles listed in PUBMED for DNA methylation and 20 articles listed for histone methylation as of October 19, 2022. For this commentary, we did not denote DNA and/or histone methylation; instead, we provided a brief summary based on behavioral effects. Based on the fact that Blum and Noble characterized the DRD2 Taq A1 allele as a generalized reward gene and not necessarily specific alcoholism, it now behooves the field to find ways to either use effector moieties to edit the neuroepigenetic insults or possibly harness the idea of potentially removing negative mRNA-reduced expression by inducing "dopamine homeostasis."
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Affiliation(s)
- Kenneth Blum
- Department of Molecular Biology, Adelson School of Medicine, Ariel University, Ariel, Israel
- Division of Addiction Research & Education, Center for Sports, Exercise & Mental Health, Western University of the Health Sciences, Pomona, CA, United States of America
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Psychiatry, University of Vermont, Burlington, VT 05405, United States of America
- Department of Psychiatry, Wright University Boonshoft School of Medicine, Dayton, OH, United States of America
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, Austin, TX United States of America
- Centre for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology, Nonakuri, Purba Medinipur, West Bengal, India
- Department of Nutrigenomic Research, Victory Nutrition International, Inc., Bonita Springs, FL, United States of America
- Division of Personalized Neuromodulation Research, Sunder Foundation, Palm Springs, CA, United States of America
| | - Abdalla Bowirrat
- Department of Molecular Biology, Adelson School of Medicine, Ariel University, Ariel, Israel
| | - David Baron
- Division of Addiction Research & Education, Center for Sports, Exercise & Mental Health, Western University of the Health Sciences, Pomona, CA, United States of America
| | - Igor Elman
- Division of Personalized Neuromodulation Research, Sunder Foundation, Palm Springs, CA, United States of America
- Cambridge Health Alliance, Harvard Medical School, Cambridge, MA, United States of America
| | - Milan T. Makale
- Department of Radiation Medicine and Applied Sciences, UC San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093-0819, United States of America
| | - Jean Lud Cadet
- Molecular Neuropsychiatry Research Branch, National Institute on Drug Abuse, National Institutes of Health, Bethesda, MD., United States of America
| | - Panayotis K. Thanos
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biosciences, State University of New York at Buffalo, Buffalo, NY, United States of America; Department of Psychology, State University of New York at Buffalo, Buffalo, NY., United States of America
| | - Colin Hanna
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biosciences, State University of New York at Buffalo, Buffalo, NY, United States of America; Department of Psychology, State University of New York at Buffalo, Buffalo, NY., United States of America
| | - Rania Ahmed
- Behavioral Neuropharmacology and Neuroimaging Laboratory on Addictions, Clinical Research Institute on Addictions, Department of Pharmacology and Toxicology, Jacobs School of Medicine and Biosciences, State University of New York at Buffalo, Buffalo, NY, United States of America; Department of Psychology, State University of New York at Buffalo, Buffalo, NY., United States of America
| | - Marjorie C. Gondre-Lewis
- Department of Anatomy, Howard University College of Medicine, and Developmental Neuropsychopharmacology Laboratory, Howard University College of Medicine, Washington D.C., United States of America
| | - Catherine A. Dennen
- Department of Family Medicine, Jefferson Health Northeast, Philadelphia, PA, United States of America
| | - Eric R. Braverman
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, Austin, TX United States of America
| | - Diwanshu Soni
- Division of Addiction Research & Education, Center for Sports, Exercise & Mental Health, Western University of the Health Sciences, Pomona, CA, United States of America
| | - Paul Carney
- Division Pediatric Neurology, University of Missouri, School of Medicine, Columbia, MO., United States of America
| | - Jag Khalsa
- Department of Microbiology, Immunology and Tropical Medicine, George Washington University, School of Medicine and Health Sciences, Washington, DC, United States of America
| | - Edward J. Modestino
- Department of Psychology, Curry College, Milton, MA., United States of America
| | - Debmalya Barh
- Centre for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology, Nonakuri, Purba Medinipur, West Bengal, India
- Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Debasis Bagchi
- Department of Pharmaceutical Sciences, Texas Southern University College of Pharmacy and Health Sciences, Houston, TX, United States of America
| | - Rajendra D. Badgaiyan
- Department of Psychiatry, Case Western Reserve University School of Medicine, Cleveland OH., 44106, USA and Department of Psychiatry, Mt. Sinai School of Medicine, New York, NY, United States of America
| | - Thomas McLaughlin
- Division of Nutrigenomics, The Kenneth Blum Behavioral Neurogenetic Institute, Austin, TX United States of America
| | - Rene Cortese
- Department of Child Health – Child Health Research Institute, & Department of Obstetrics, Gynecology and Women’s Health School of Medicine, University of Missouri, MO, United States of America
| | - Mauro Ceccanti
- Alcohol Addiction Program, Latium Region Referral Center, Sapienza University of Rome, Roma, Italy
| | - Kevin T. Murphy
- Division of Personalized Neuromodulation and Patient Care, PeakLogic, LLC, Del Mar, CA, United States of America
| | - Ashim Gupta
- Future Biologics, Lawrenceville, Georgia, 30043, United States of America
| | - Miles T. Makale
- Department of Psychology, UC San Diego, 3855 Health Sciences Drive, La Jolla, CA 92093-0819, United States of America
| | - Keerthy Sunder
- Division of Personalized Neuromodulation Research, Sunder Foundation, Palm Springs, CA, United States of America
- Department of Psychiatry, UC Riverside School of Medicine, Riverside, CA, United States of America
| | - Mark S. Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, United States of America
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Gilley ED, Bowirrat A, Gupta A, Giordano J, A Dennen C, R Braverman E, D Badgaiyan R, McLaughlin T, Baron D, Blum K. The Future is Now for Precision Genomic Addiction Medicine as a Frontline Modality for Inducing "Dopamine Homeostasis" in Reward Deficiency Syndrome (RDS). Curr Pharm Biotechnol 2023; 25:CPB-EPUB-131252. [PMID: 37102488 DOI: 10.2174/1389201024666230427111117] [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: 09/01/2022] [Revised: 01/27/2023] [Accepted: 02/06/2023] [Indexed: 04/28/2023]
Abstract
INTRODUCTION In this genomic era of addiction medicine, ideal treatment planning begins with genetic screening to determine neurogenetic antecedents of the Reward Deficiency Syndrome (RDS) phenotype. Patients suffering from endotype addictions, both substance and behavioral, and other mental health/comorbid disorders that share the neurobiological commonality of dopamine dysfunction, are ideal candidates for RDS solutions that facilitate dopamine homeostasis, addressing the cause, rather than symptoms. OBJECTIVE Our goal is to promote the interplay of molecular biology and recovery as well as provide evidence linked to RDS and its scientific basis to primary care physicians and others. METHODS This was an observational case study with a retrospective chart review in which an RDS treatment plan that utilized Genetic Addiction Risk Severity (GARS) analysis to evaluate neurogenetic challenges was used in order to develop appropriate short- and long-term pharmaceutical and nutraceutical interventions. RESULTS A Substance Use Disorder (SUD) treatment-resistant patient was successfully treated utilizing the GARS test and RDS science. CONCLUSION The RDS Solution Focused Brief Therapy (RDS-SFBT) and the RDS Severity of Symptoms Scale (SOS) may provide clinicians with a useful tool for establishing neurological balance and helping patients to achieve self-efficacy, self-actualization, and prosperity.
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Affiliation(s)
- Elizabeth D Gilley
- The Elle Foundation, West Palm Beach, Florida, FL, USA
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - Abdalla Bowirrat
- Department of Molecular Biology and Adelson School of Medicine, Ariel University, Ariel, Israel
| | | | - John Giordano
- The National Institute of Holistic & Addiction Studies, North Miami Beach, FL, USA
| | - Catherine A Dennen
- Department of Family Medicine, Jefferson Health Northeast, Philadelphia, PA, USA
| | - Eric R Braverman
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry, Mt. Sinai University School of Medicine, NYC, NY, USA
- Department of Psychiatry, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Thomas McLaughlin
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
| | - David Baron
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, Primary Care (Office of Provost), Western University Health Sciences, Pomona, CA, USA
| | - Kenneth Blum
- The Kenneth Blum Institute of Behavior & Neurogenetics, Austin, TX, USA
- The National Institute of Holistic & Addiction Studies, North Miami Beach, FL, USA
- Division of Addiction Research & Education, Center for Psychiatry, Medicine, Primary Care (Office of Provost), Western University Health Sciences, Pomona, CA, USA
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Gómez-Cano S, Zapata-Ospina JP, Arcos-Burgos M, Palacio-Ortiz JD. The role of psychosocial adversity in the aetiology and course of attention deficit hyperactivity disorder. REVISTA COLOMBIANA DE PSIQUIATRIA (ENGLISH ED.) 2023; 52:65-72. [PMID: 37085236 DOI: 10.1016/j.rcpeng.2021.02.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/05/2021] [Indexed: 04/23/2023]
Abstract
INTRODUCTION Attention deficit/hyperactivity disorder (ADHD) has genetic and environmental aetiological factors. There are few publications on the environmental factors. The objective of this review is to present the role of psychosocial adversity in the aetiology and course of ADHD. METHODS A search was carried out in the following databases: PubMed, ScienceDirect, SciELO, ClinicalKey, EMBASE, Lilacs, OVID, APA and PsycNET. English and Spanish were selected without being limited by type of study or year of publication. Finally, a qualitative synthesis was conducted. RESULTS ADHD development could be related to exposure to adverse factors in the family, school or social environment. It has been proposed as an explanatory mechanism that adversity interacts with genetic variants and leads to neurobiological changes. There may also be a gene-environment correlation whereby individual hereditary characteristics increase the risk of exposure to adversity, and indirectly increase the probability of developing ADHD. Research on psychosocial adversity represents a big challenge, not only due to the complexity of its construct, but also to the effect of subjective perception of a given event. CONCLUSIONS ADHD aetiology is complex and involves the interaction of both genetic and environmental factors, in which these factors correlate and cause the disorder. The study of the role of psychosocial adversity in ADHD is fundamental, but it remains a task that entails great difficulties.
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Affiliation(s)
- Sujey Gómez-Cano
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Juan Pablo Zapata-Ospina
- Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Mauricio Arcos-Burgos
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Juan David Palacio-Ortiz
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
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Almeida VT, Chehimi SN, Gasparini Y, Nascimento AM, Carvalho GF, Montenegro MM, Zanardo ÉA, Dias AT, Assunção NA, Kim CA, Kulikowski LD. Cri-du-Chat Syndrome: Revealing a Familial Atypical Deletion in 5p. Mol Syndromol 2023; 13:527-536. [PMID: 36660031 PMCID: PMC9843554 DOI: 10.1159/000524371] [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: 03/23/2021] [Accepted: 03/29/2022] [Indexed: 01/22/2023] Open
Abstract
Introduction Cri-du-chat syndrome is generally diagnosed when patients present a high-pitched cry at birth, microcephaly, ocular hypertelorism, and prominent nasal bridge. The karyotype is useful to confirm deletions in the short arm of chromosome 5 (5p-) greater than 10 Mb. In cases of smaller deletions, it is necessary to resort to other molecular techniques such as fluorescence in situ hybridization, multiplex ligation-dependent probe amplification (MLPA) or genomic array. Case Presentation We report a family with an atypical deletion in 5p (mother and 2 children) and variable phenotypes compared with the literature. We applied a P064 MLPA kit to evaluate 5p- in the mother and the 2 children, and we used the Infinium CytoSNP-850K BeadChip genomic array to evaluate the siblings, an 11-year-old boy and a 13-year-old girl, to better define the 5p breakpoints. Both children presented a high-pitched cry at birth, but they did not present any of the typical physical features of 5p- syndrome. The MLPA technique with 5 probes for the 5p region revealed that the patients and their mother presented an atypical deletion with only 4 probes deleted (TERT_ex2, TERT_ex13, CLPTM1L, and IRX4). The genomic array performed in the siblings' samples revealed a 6.2-Mb terminal deletion in 5p15.33p15.32, which was likely inherited from their mother, who presented similar molecular features, seen in MLPA. Discussion The sparing of the CTNND2 gene, which is associated with cerebral development, in both siblings may explain why these 2 patients had features such as better communication skills which most patients with larger 5p deletions usually do not present. In addition, both patients had smaller deletions than those found in patients with a typical 5p- phenotype. This report demonstrates the utility of genomic arrays as a diagnostic tool to better characterize atypical deletions in known syndromes such as 5p- syndrome, which will allow a better understanding of the genotype-phenotype correlations.
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Affiliation(s)
- Vanessa T. Almeida
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil,*Vanessa T. Almeida,
| | - Samar N. Chehimi
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Yanca Gasparini
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Amom M. Nascimento
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Gleyson F.S. Carvalho
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Marília M. Montenegro
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Évelin Aline Zanardo
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Alexandre T. Dias
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Nilson A. Assunção
- Departamento de Química, Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de Sao Paulo, Sao Paulo, Brazil
| | - Chong A. Kim
- Unidade de Genetica, Departamento de Pediatria, Instituto da Crianca, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Leslie D. Kulikowski
- Laboratorio de Citogenomica, Departamento de Patologia, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, Brazil
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Cochran DM, Jensen ET, Frazier JA, Jalnapurkar I, Kim S, Roell KR, Joseph RM, Hooper SR, Santos HP, Kuban KCK, Fry RC, O’Shea TM. Association of prenatal modifiable risk factors with attention-deficit hyperactivity disorder outcomes at age 10 and 15 in an extremely low gestational age cohort. Front Hum Neurosci 2022; 16:911098. [PMID: 36337853 PMCID: PMC9630552 DOI: 10.3389/fnhum.2022.911098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 10/03/2022] [Indexed: 12/31/2022] Open
Abstract
Background The increased risk of developing attention-deficit hyperactivity disorder (ADHD) in extremely preterm infants is well-documented. Better understanding of perinatal risk factors, particularly those that are modifiable, can inform prevention efforts. Methods We examined data from the Extremely Low Gestational Age Newborns (ELGAN) Study. Participants were screened for ADHD at age 10 with the Child Symptom Inventory-4 (N = 734) and assessed at age 15 with a structured diagnostic interview (MINI-KID) to evaluate for the diagnosis of ADHD (N = 575). We studied associations of pre-pregnancy maternal body mass index (BMI), pregestational and/or gestational diabetes, maternal smoking during pregnancy (MSDP), and hypertensive disorders of pregnancy (HDP) with 10-year and 15-year ADHD outcomes. Relative risks were calculated using Poisson regression models with robust error variance, adjusted for maternal age, maternal educational status, use of food stamps, public insurance status, marital status at birth, and family history of ADHD. We defined ADHD as a positive screen on the CSI-4 at age 10 and/or meeting DSM-5 criteria at age 15 on the MINI-KID. We evaluated the robustness of the associations to broadening or restricting the definition of ADHD. We limited the analysis to individuals with IQ ≥ 70 to decrease confounding by cognitive functioning. We evaluated interactions between maternal BMI and diabetes status. We assessed for mediation of risk increase by alterations in inflammatory or neurotrophic protein levels in the first week of life. Results Elevated maternal BMI and maternal diabetes were each associated with a 55-65% increase in risk of ADHD, with evidence of both additive and multiplicative interactions between the two exposures. MSDP and HDP were not associated with the risk of ADHD outcomes. There was some evidence for association of ADHD outcomes with high levels of inflammatory proteins or moderate levels of neurotrophic proteins, but there was no evidence that these mediated the risk associated with maternal BMI or diabetes. Conclusion Contrary to previous population-based studies, MSDP and HDP did not predict ADHD outcomes in this extremely preterm cohort, but elevated maternal pre-pregnancy BMI, maternal diabetes, and perinatal inflammatory markers were associated with increased risk of ADHD at age 10 and/or 15, with positive interaction between pre-pregnancy BMI and maternal diabetes.
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Affiliation(s)
- David M. Cochran
- Eunice Kennedy Shriver Center, UMass Chan Medical School, Worcester, MA, United States
- *Correspondence: David M. Cochran,
| | - Elizabeth T. Jensen
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Jean A. Frazier
- Eunice Kennedy Shriver Center, UMass Chan Medical School, Worcester, MA, United States
| | - Isha Jalnapurkar
- Eunice Kennedy Shriver Center, UMass Chan Medical School, Worcester, MA, United States
| | - Sohye Kim
- Eunice Kennedy Shriver Center, UMass Chan Medical School, Worcester, MA, United States
| | - Kyle R. Roell
- Department of Environmental Sciences and Engineering, Institute for Environmental Health Solutions, University of North Carolina School, Chapel Hill, NC, United States
| | - Robert M. Joseph
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, MA, United States
| | - Stephen R. Hooper
- Department of Health Sciences, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - Hudson P. Santos
- School of Nursing and Health Studies, University of Miami, Coral Gables, FL, United States
| | - Karl C. K. Kuban
- Division of Neurology (Pediatric Neurology), Department of Pediatrics, Boston Medical Center and Boston University, Boston, MA, United States
| | - Rebecca C. Fry
- Department of Environmental Sciences and Engineering, Institute for Environmental Health Solutions, University of North Carolina School, Chapel Hill, NC, United States
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC, United States
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC, United States
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Cervantes-Henriquez ML, Acosta-López JE, Ahmad M, Sánchez-Rojas M, Jiménez-Figueroa G, Pineda-Alhucema W, Martinez-Banfi ML, Noguera-Machacón LM, Mejía-Segura E, De La Hoz M, Arcos-Holzinger M, Pineda DA, Puentes-Rozo PJ, Arcos-Burgos M, Vélez JI. ADGRL3, FGF1 and DRD4: Linkage and Association with Working Memory and Perceptual Organization Candidate Endophenotypes in ADHD. Brain Sci 2021; 11:854. [PMID: 34206913 PMCID: PMC8301925 DOI: 10.3390/brainsci11070854] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/14/2021] [Accepted: 06/21/2021] [Indexed: 12/12/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a highly heritable neurobehavioral disorder that affects children worldwide, with detrimental long-term consequences in affected individuals. ADHD-affected patients display visual-motor and visuospatial abilities and skills that depart from those exhibited by non-affected individuals and struggle with perceptual organization, which might partially explain impulsive responses. Endophenotypes (quantifiable or dimensional constructs that are closely related to the root cause of the disease) might provide a more powerful and objective framework for dissecting the underlying neurobiology of ADHD than that of categories offered by the syndromic classification. In here, we explore the potential presence of the linkage and association of single-nucleotide polymorphisms (SNPs), harbored in genes implicated in the etiology of ADHD (ADGRL3, DRD4, and FGF1), with cognitive endophenotypes related to working memory and perceptual organization in 113 nuclear families. These families were ascertained from a geographical area of the Caribbean coast, in the north of Colombia, where the community is characterized by its ethnic diversity and differential gene pool. We found a significant association and linkage of markers ADGRL3-rs1565902, DRD4-rs916457 and FGF1-rs2282794 to neuropsychological tasks outlining working memory and perceptual organization such as performance in the digits forward and backward, arithmetic, similarities, the completion of figures and the assembly of objects. Our results provide strong support to understand ADHD as a combination of working memory and perceptual organization deficits and highlight the importance of the genetic background shaping the neurobiology, clinical complexity, and physiopathology of ADHD. Further, this study supplements new information regarding an ethnically diverse community with a vast African American contribution, where ADHD studies are scarce.
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Affiliation(s)
- Martha L. Cervantes-Henriquez
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
- Universidad del Norte, Barranquilla 081007, Colombia
| | - Johan E. Acosta-López
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Mostapha Ahmad
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Manuel Sánchez-Rojas
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Giomar Jiménez-Figueroa
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Wilmar Pineda-Alhucema
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Martha L. Martinez-Banfi
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Luz M. Noguera-Machacón
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Elsy Mejía-Segura
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Moisés De La Hoz
- Facultad de Ciencias Jurídicas y Sociales, Universidad Simón Bolívar, Barranquilla 080005, Colombia; (J.E.A.-L.); (M.A.); (M.S.-R.); (G.J.-F.); (W.P.-A.); (M.L.M.-B.); (L.M.N.-M.); (E.M.-S.); (M.D.L.H.)
| | - Mauricio Arcos-Holzinger
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Mxdicas, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia; (M.A.-H.); (M.A.-B.)
| | - David A. Pineda
- Grupo de Neuropsicología y Conducta, Universidad de San Buenaventura, Medellín 050010, Colombia;
| | - Pedro J. Puentes-Rozo
- Grupo de Neurociencias del Caribe, Universidad del Atlántico, Barranquilla 081001, Colombia;
| | - Mauricio Arcos-Burgos
- Grupo de Investigación en Psiquiatría (GIPSI), Departamento de Psiquiatría, Instituto de Investigaciones Mxdicas, Facultad de Medicina, Universidad de Antioquia, Medellin 050010, Colombia; (M.A.-H.); (M.A.-B.)
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7
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Lasley SM, Fornal CA, Mandal S, Strupp BJ, Beaudin SA, Smith DR. Early Postnatal Manganese Exposure Reduces Rat Cortical and Striatal Biogenic Amine Activity in Adulthood. Toxicol Sci 2021; 173:144-155. [PMID: 31560393 DOI: 10.1093/toxsci/kfz208] [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] [Indexed: 12/14/2022] Open
Abstract
Growing evidence from studies with children and animal models suggests that elevated levels of manganese during early development lead to lasting cognitive and fine motor deficits. This study was performed to assess presynaptic biogenic amine function in forebrain of adult Long-Evans rats exposed orally to 0, 25, or 50 mg Mn/kg/day over postnatal day 1-21 or continuously from birth to the end of the study (approximately postnatal day 500). Intracerebral microdialysis in awake rats quantified evoked outflow of biogenic amines in the right medial prefrontal cortex and left striatum. Results indicated that brain manganese levels in the early life exposed groups (postnatal day 24) largely returned to control levels by postnatal day 66, whereas levels in the lifelong exposed groups remained elevated 10%-20% compared with controls at the same ages. Manganese exposure restricted to the early postnatal period caused lasting reductions in cortical potassium-stimulated extracellular norepinephrine, dopamine, and serotonin, and reductions in striatal extracellular dopamine. Lifelong manganese exposure produced similar effects with the addition of significant decreases in cortical dopamine that were not evident in the early postnatal exposed groups. These results indicate that early postnatal manganese exposure produces persistent deficits in cortical and striatal biogenic amine function. Given that these same animals exhibited lasting impairments in attention and fine motor function, these findings suggest that reductions in catecholaminergic activity are a primary factor underlying the behavioral effects caused by manganese, and indicate that children exposed to elevated levels of manganese during early development are at the greatest risk for neuronal deficiencies that persist into adulthood.
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Affiliation(s)
- Stephen M Lasley
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine Peoria, Peoria, Illinois 61605
| | - Casimir A Fornal
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine Peoria, Peoria, Illinois 61605
| | - Shyamali Mandal
- Business Development, BioVision Inc, Milpitas, California 95035
| | - Barbara J Strupp
- Division of Nutritional Sciences and Department of Psychology, Cornell University, Ithaca, New York 14853
| | - Stephane A Beaudin
- Department of Psychology and Cognitive Science, University of California Merced, Merced, California 95340
| | - Donald R Smith
- Department of Microbiology and Environmental Toxicology, University of California - Santa Cruz, Santa Cruz, California 95064
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8
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Gómez-Cano S, Zapata-Ospina JP, Arcos-Burgos M, Palacio-Ortiz JD. The role of psychosocial adversity in the aetiology and course of attention deficit hyperactivity disorder. REVISTA COLOMBIANA DE PSIQUIATRIA (ENGLISH ED.) 2021; 52:S0034-7450(21)00048-2. [PMID: 33849717 DOI: 10.1016/j.rcp.2021.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 02/05/2021] [Indexed: 11/23/2022]
Abstract
INTRODUCTION Attention deficit/hyperactivity disorder (ADHD) has genetic and environmental aetiological factors. There are few publications on the environmental factors. The objective of this review is to present the role of psychosocial adversity in the aetiology and course of ADHD. METHODS A search was carried out in the following databases: PubMed, ScienceDirect, SciELO, ClinicalKey, EMBASE, Lilacs, OVID, APA and PsycNET. English and Spanish were selected without being limited by type of study or year of publication. Finally, a qualitative synthesis was conducted. RESULTS ADHD development could be related to exposure to adverse factors in the family, school or social environment. It has been proposed as an explanatory mechanism that adversity interacts with genetic variants and leads to neurobiological changes. There may also be a gene-environment correlation whereby individual hereditary characteristics increase the risk of exposure to adversity, and indirectly increase the probability of developing ADHD. Research on psychosocial adversity represents a big challenge, not only due to the complexity of its construct, but also to the effect of subjective perception of a given event. CONCLUSIONS ADHD aetiology is complex and involves the interaction of both genetic and environmental factors, in which these factors correlate and cause the disorder. The study of the role of psychosocial adversity in ADHD is fundamental, but it remains a task that entails great difficulties.
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Affiliation(s)
- Sujey Gómez-Cano
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Juan Pablo Zapata-Ospina
- Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Mauricio Arcos-Burgos
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Juan David Palacio-Ortiz
- Hospital San Vicente de Paúl, Departamento de Psiquiatría, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia; Grupo de Investigación en Psiquiatría (GIPSI), Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia.
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9
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Blum K, McLaughlin T, Modestino EJ, Baron D, Bowirrat A, Brewer R, Steinberg B, Roy AK, Febo M, Badgaiyan RD, Gold MS. Epigenetic Repair of Terrifying Lucid Dreams by Enhanced Brain Reward Functional Connectivity and Induction of Dopaminergic Homeostatic Signaling. ACTA ACUST UNITED AC 2021; 10. [PMID: 34707968 DOI: 10.2174/2211556010666210215153513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
During Lucid Dreams, the dreamer is aware, experiences the dream as if fully awake, and may control the dream content. The dreamer can start, stop, and restart dreaming, depending on the nature and pleasantness of the dream. For patients with Reward Deficiency Syndrome (RDS) behaviors, like Attention Deficit Hyperactivity Disorder (ADHD), Tourette's- Syndrome, and Posttraumatic Stress Disorder (PTSD), the dream content may be pleasant, unpleasant, or terrifying. A sample of psychiatric center patients identified as having RDS reported the effectiveness of a neuronutrient, dopamine agonist, KB200Z, in combating terrifying, lucid dreaming. These reports motivated the study of eight clinical cases with known histories of substance abuse, childhood abuse, and PTSD. The administration of KB200Z, associated with eliminating unpleasant or terrifying lucid dreams in 87.5% of the cases. Subsequently, other published cases have further established the possibility of the long-term elimination of terrifying dreams in PTSD and ADHD patients. Induction of dopamine homeostasis may mitigate the effects of neurogenetic and epigenetic changes in neuroplasticity, identified in the pathogenesis of PTSD and ADHD. The article explores how relief of terrifying lucid dreams may benefit from modulation of dopaminergic signaling activated by the administration of a neuronutrient. Recently, precision formulations of the KB220 neuronutrient guided by Genetic Addiction Risk Score (GARS) test results have been used to repair inheritable deficiencies within the brain reward circuitry. The proposition is that improved dopamine transmodulational signaling may stimulate positive cognitive recall and subsequently attenuate the harmful epigenetic insults from trauma.
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Affiliation(s)
- Kenneth Blum
- Western University Health Sciences, Pomona, CA., USA.,Department Psychiatry, Wright University, Boonshoff School of Medicine, Dayton, OH., USA.,Division of Neuroscience & Addiction Research Therapy, Pathway Healthcare, Birmingham, AL., USA.,Division of Nutrigenomics, Geneus Genomic Testing Center, Geneus Health, LLC., San Antonio, TX., USA.,Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | | | - David Baron
- Department Psychiatry, Wright University, Boonshoff School of Medicine, Dayton, OH., USA
| | - Abdalla Bowirrat
- Department of Neuroscience and Genetics, Interdisciplinary Center Herzliya, Israel
| | - Raymond Brewer
- Division of Nutrigenomics, Geneus Genomic Testing Center, Geneus Health, LLC., San Antonio, TX., USA
| | | | - A Kenison Roy
- Department of Psychiatry, School of Medicine, University of Tulane, New Orleans, LA., USA
| | - Marcello Febo
- Department of Psychiatry, McKnight Brain Institute, University of Florida, School of Medicine, Gainesville, FL.USA
| | - Rajendra D Badgaiyan
- Department of Psychiatry, Ichan School of Medicine, Mount Sinai Hospital, New York, NY.& Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, San Antonio, TX, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
| | - Marks S Gold
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Mo. USA
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10
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Association of norepinephrine transporter methylation with in vivo NET expression and hyperactivity-impulsivity symptoms in ADHD measured with PET. Mol Psychiatry 2021; 26:1009-1018. [PMID: 31383926 PMCID: PMC7910214 DOI: 10.1038/s41380-019-0461-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 04/04/2019] [Accepted: 04/11/2019] [Indexed: 01/29/2023]
Abstract
Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder with a robust genetic influence. The norepinephrine transporter (NET) is of particular interest as it is one of the main targets in treatment of the disorder. As ADHD is a complex and polygenetic condition, the possible regulation by epigenetic processes has received increased attention. We sought to determine possible differences in NET promoter DNA methylation between patients with ADHD and healthy controls. DNA methylation levels in the promoter region of the NET were determined in 23 adult patients with ADHD and 23 healthy controls. A subgroup of 18 patients with ADHD and 18 healthy controls underwent positron emission tomography (PET) with the radioligand (S,S)-[18F]FMeNER-D2 to quantify the NET in several brain areas in vivo. Analyses revealed significant differences in NET methylation levels at several cytosine-phosphate-guanine (CpG) sites between groups. A defined segment of the NET promoter ("region 1") was hypermethylated in patients in comparison with controls. In ADHD patients, a negative correlation between methylation of a CpG site in this region and NET distribution in the thalamus, locus coeruleus, and the raphe nuclei was detected. Furthermore, methylation of several sites in region 1 was negatively associated with the severity of hyperactivity-impulsivity symptoms. Our results point to an epigenetic dysregulation in ADHD, possibly due to a compensatory mechanisms or additional factors involved in transcriptional processing.
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11
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Anker E, Haavik J, Heir T. Alcohol and drug use disorders in adult attention-deficit/hyperactivity disorder: Prevalence and associations with attention-deficit/hyperactivity disorder symptom severity and emotional dysregulation. World J Psychiatry 2020; 10:202-211. [PMID: 33014721 PMCID: PMC7515748 DOI: 10.5498/wjp.v10.i9.202] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 07/11/2020] [Accepted: 08/15/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND High risk of alcohol and drug use disorders in people with attention-deficit/hyperactivity disorder (ADHD) calls for exploratory research of relationships with clinical features of ADHD. AIM To estimate prevalence of alcohol/drug use disorders and associations with ADHD symptom severity and emotional dysregulation, in adults with ADHD. METHODS This observational cross-sectional clinical study consisted of patients admitted to a private psychiatric outpatient clinic in Oslo, Norway (2014-2018). Five-hundred and fifty-eight eligible patients diagnosed with ADHD (Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria) agreed to participate. Alcohol and drug use disorders were diagnosed using the Mini International Neuropsychiatric Interview (MINI). Dependence and abuse were merged into "use" disorder as in MINI version 7.0/DSM-5. Questions were related both to lifetime and the past 12-mo. ADHD severity was assessed by the Adult ADHD Self Report Scale (ASRS). Subdivisions of the ASRS questionnaire as inattentive items and hyperactive/impulsivity items were recorded separately. Emotional dysregulation was assessed by the eight-item version of Barkley's Current Behavior Scale - Self Report. RESULTS The 12-mo prevalence was 5.3% for alcohol use disorder and 13.7% for drug use disorder. The lifetime prevalence was 12.0% for alcohol use disorder and 27.7% for drug use disorder. Men had higher rates of both alcohol use disorder and drug use disorder compared to women. The prevalence of drug use disorder was more than twice that of alcohol use disorder for both sexes. The drugs most participants reported having used were (in descending order): Amphetamine (19.1%), cannabis (17.1%), cocaine or ecstasy (7.4%), benzodiazepines (7.4%), and heroin or other opioids (2.9%). Lifetime drug use disorder was significantly associated with both hyperactivity-impulsivity symptoms and emotional dysregulation symptom severity. Lifetime alcohol use disorder, on the other hand, was not significantly associated with ADHD symptoms or emotional dysregulation when adjusted for gender and age. CONCLUSION Patients with ADHD have a high lifetime prevalence of drug use disorder, which is associated with higher levels of hyperactivity-impulsivity symptoms and emotional dysregulation.
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Affiliation(s)
| | - Jan Haavik
- Department of Biomedicine, University of Bergen, Bergen 5007, Norway
- Division of Psychiatry, Haukeland University Hospital, Bergen 5021, Norway
| | - Trond Heir
- Institute of Clinical Medicine, University of Oslo, Oslo 0316, Norway
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12
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Conley TE, Beaudin SA, Lasley SM, Fornal CA, Hartman J, Uribe W, Khan T, Strupp BJ, Smith DR. Early postnatal manganese exposure causes arousal dysregulation and lasting hypofunctioning of the prefrontal cortex catecholaminergic systems. J Neurochem 2020; 153:631-649. [PMID: 31811785 PMCID: PMC7261255 DOI: 10.1111/jnc.14934] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 11/27/2019] [Accepted: 11/27/2019] [Indexed: 12/24/2022]
Abstract
Studies have reported associations between environmental manganese (Mn) exposure and impaired cognition, attention, impulse control, and fine motor function in children. Our recent rodent studies established that elevated Mn exposure causes these impairments. Here, rats were exposed orally to 0, 25, or 50 mg Mn kg-1 day-1 during early postnatal life (PND 1-21) or lifelong to determine whether early life Mn exposure causes heightened behavioral reactivity in the open field, lasting changes in the catecholaminergic systems in the medial prefrontal cortex (mPFC), altered dendritic spine density, and whether lifelong exposure exacerbates these effects. We also assessed astrocyte reactivity (glial fibrillary acidic protein, GFAP), and astrocyte complement C3 and S100A10 protein levels as markers of A1 proinflammatory or A2 anti-inflammatory reactive astrocytes. Postnatal Mn exposure caused heightened behavioral reactivity during the first 5-10 min intervals of daily open field test sessions, consistent with impairments in arousal regulation. Mn exposure reduced the evoked release of norepinephrine (NE) and caused decreased protein levels of tyrosine hydroxylase (TH), dopamine (DA) and NE transporters, and DA D1 receptors, along with increased DA D2 receptors. Mn also caused a lasting increase in reactive astrocytes (GFAP) exhibiting increased A1 and A2 phenotypes, with a greater induction of the A1 proinflammatory phenotype. These results demonstrate that early life Mn exposure causes broad lasting hypofunctioning of the mPFC catecholaminergic systems, consistent with the impaired arousal regulation, attention, impulse control, and fine motor function reported in these animals, suggesting that mPFC catecholaminergic dysfunction may underlie similar impairments reported in Mn-exposed children.
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Affiliation(s)
- Travis E. Conley
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
| | - Stephane A. Beaudin
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
| | - Stephen M. Lasley
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine, Peoria, IL, 61605, USA
| | - Casimir A. Fornal
- Department of Cancer Biology and Pharmacology, University of Illinois College of Medicine, Peoria, IL, 61605, USA
| | - Jasenia Hartman
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
| | - Walter Uribe
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
| | - Tooba Khan
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
| | - Barbara J. Strupp
- Division of Nutritional Sciences and Department of Psychology, Cornell University, Ithaca, NY, 14853, USA
| | - Donald R. Smith
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, CA, 95064, USA
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13
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Rohde PD, Jensen IR, Sarup PM, Ørsted M, Demontis D, Sørensen P, Kristensen TN. Genetic Signatures of Drug Response Variability in Drosophila melanogaster. Genetics 2019; 213:633-650. [PMID: 31455722 PMCID: PMC6781897 DOI: 10.1534/genetics.119.302381] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Accepted: 08/26/2019] [Indexed: 12/27/2022] Open
Abstract
Knowledge of the genetic basis underlying variation in response to environmental exposures or treatments is important in many research areas. For example, knowing the set of causal genetic variants for drug responses could revolutionize personalized medicine. We used Drosophila melanogaster to investigate the genetic signature underlying behavioral variability in response to methylphenidate (MPH), a drug used in the treatment of attention-deficit/hyperactivity disorder. We exposed a wild-type D. melanogaster population to MPH and a control treatment, and observed an increase in locomotor activity in MPH-exposed individuals. Whole-genome transcriptomic analyses revealed that the behavioral response to MPH was associated with abundant gene expression alterations. To confirm these patterns in a different genetic background and to further advance knowledge on the genetic signature of drug response variability, we used a system of inbred lines, the Drosophila Genetic Reference Panel (DGRP). Based on the DGRP, we showed that the behavioral response to MPH was strongly genotype-dependent. Using an integrative genomic approach, we incorporated known gene interactions into the genomic analyses of the DGRP, and identified putative candidate genes for variability in drug response. We successfully validated 71% of the investigated candidate genes by gene expression knockdown. Furthermore, we showed that MPH has cross-generational behavioral and transcriptomic effects. Our findings establish a foundation for understanding the genetic mechanisms driving genotype-specific responses to medical treatment, and highlight the opportunities that integrative genomic approaches have in optimizing medical treatment of complex diseases.
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Affiliation(s)
- Palle Duun Rohde
- Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University, 8830 Tjele, Denmark
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, 8000 Aarhus C, Denmark
- Center for Integrative Sequencing, Aarhus University, 8000, Denmark
| | - Iben Ravnborg Jensen
- Section for Biology and Environmental Science, Department of Chemistry and Bioscience, Aalborg University, 9220, Denmark
| | - Pernille Merete Sarup
- Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University, 8830 Tjele, Denmark
| | - Michael Ørsted
- Section for Biology and Environmental Science, Department of Chemistry and Bioscience, Aalborg University, 9220, Denmark
| | - Ditte Demontis
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, 8000 Aarhus C, Denmark
- Center for Integrative Sequencing, Aarhus University, 8000, Denmark
- Department of Biomedicine, Aarhus University, 8000, Denmark
| | - Peter Sørensen
- Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University, 8830 Tjele, Denmark
| | - Torsten Nygaard Kristensen
- Section for Biology and Environmental Science, Department of Chemistry and Bioscience, Aalborg University, 9220, Denmark
- Section for Genetics, Ecology and Evolution, Department of Bioscience, Aarhus University, 8000, Denmark
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14
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Khalid M, Abdollahi M. Epigenetic modifications associated with pathophysiological effects of lead exposure. JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH. PART C, ENVIRONMENTAL CARCINOGENESIS & ECOTOXICOLOGY REVIEWS 2019; 37:235-287. [PMID: 31402779 DOI: 10.1080/10590501.2019.1640581] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Lead (Pb) exposure during different stages of development has demonstrated dose, duration, sex, and tissue-specific pathophysiological outcomes due to altered epigenetic regulation via (a) DNA methylation, (b) histone modifications, (c) miRNAs, and (d) chromatin accessibility. Pb-induced alteration of epigenetic regulation causes neurotoxic and extra-neurotoxic pathophysiological outcomes. Neurotoxic effects of Pb include dysfunction of memory and learning, behavioral disorder, attention deficit hyperactivity disorder, autism spectrum disorder, aging, Alzheimer's disease, tauopathy, and neurodegeneration. Extra-neurotoxic effects of Pb include altered body weight, metabolic disorder, cardiovascular disorders, hematopoietic disorder, and reproductive impairment. Pb exposure either early in life or at any stage of development results in undesirable pathophysiological outcomes that tends to sustain and maintain for a lifetime.
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Affiliation(s)
- Madiha Khalid
- Toxicology and Diseases Group, Pharmaceutical Sciences Research Center (PSRC), The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences (TUMS), Tehran, Iran
| | - Mohammad Abdollahi
- Toxicology and Diseases Group, Pharmaceutical Sciences Research Center (PSRC), The Institute of Pharmaceutical Sciences (TIPS), Tehran University of Medical Sciences (TUMS), Tehran, Iran
- Department of Toxicology and Pharmacology, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
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15
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Mian A, Jansen PW, Nguyen AN, Bowling A, Renders CM, Voortman T. Children's Attention-Deficit/Hyperactivity Disorder Symptoms Predict Lower Diet Quality but Not Vice Versa: Results from Bidirectional Analyses in a Population-Based Cohort. J Nutr 2019; 149:642-648. [PMID: 30915449 DOI: 10.1093/jn/nxy273] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 08/07/2018] [Accepted: 10/05/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND As an adjuvant for medication, dietary changes focused on specific nutrients have been proposed to prevent or reduce attention-deficit/hyperactivity disorder (ADHD) symptoms. However, whether an overall healthy dietary pattern is associated with ADHD symptom severity during childhood remains unclear. Furthermore, it is not clear what the direction of this association is. OBJECTIVES We aimed to examine the association between dietary patterns and ADHD symptoms in school-aged children. In addition, we aimed to identify the temporal direction of this association-that is, whether dietary patterns predict ADHD symptoms or vice versa. METHODS We analyzed data from 3680 children participating in the Generation R Study, a prospective cohort in Rotterdam, Netherlands. ADHD symptoms were assessed with parent-report questionnaires at ages 6 and 10 y using the Child Behavior Checklist. Dietary intake was assessed at the age of 8 y with a validated food-frequency questionnaire. We computed a diet quality score reflecting adherence to dietary guidelines. We examined bidirectional associations of diet quality with ADHD symptom scores using multivariable linear regression analysis and cross-lagged modeling. RESULTS Linear regressions showed that more ADHD symptoms at age 6 y were associated with a lower diet quality score at age 8 y (SD score = -0.08; 95% CI: -0.11, -0.05) but that diet quality at age 8 y was not associated with ADHD symptoms at age 10 y. Cross-lagged models confirmed a unidirectional relation from ADHD symptoms to diet quality but not vice versa. Associations did not differ by overweight status or between boys and girls. CONCLUSION Our study suggests that children with more ADHD symptoms may be at higher risk of an unhealthy diet but that overall diet quality does not affect ADHD risk.
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Affiliation(s)
- Annemiek Mian
- Departments of Epidemiology, Rotterdam, Netherlands.,The Generation R Study Group, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Pauline W Jansen
- Departments of Child and Adolescent Psychiatry/Psychology, Rotterdam, Netherlands.,Department of Psychology, Education and Child Studies, Erasmus University, Rotterdam, Netherlands
| | - Anh N Nguyen
- Departments of Epidemiology, Rotterdam, Netherlands.,The Generation R Study Group, Erasmus University Medical Center, Rotterdam, Netherlands
| | - April Bowling
- Department of Nutrition, Harvard TH Chan School of Public Health, Boston, MA.,Department of Health Sciences, Merrimack College, North Andover, MA
| | - Carry M Renders
- Department of Health Sciences and Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
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16
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Chutko LS, Surushkina SY, Yakovenko EA, Anisimova TI, Antokhin EY, Kryukova EY. Cognitive control impairment in adult with attention deficit/hyperactivity disorder. Zh Nevrol Psikhiatr Im S S Korsakova 2018; 118:31-35. [DOI: 10.17116/jnevro201811812131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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17
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Chutko LS, Surushkina SY, Yakovenko EA, Kropotov YD, Sergeev AV. [Diagnosis and treatment of cognitive impairment in adults with attention deficit hyperactivity disorder]. Zh Nevrol Psikhiatr Im S S Korsakova 2017. [PMID: 28638024 DOI: 10.17116/jnevro2017117519-13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
AIM To qualify cognitive impairment in adults with attention deficit hyperactivity disorder (ADHD) and evaluate the efficacy of memoplant in the treatment of this pathology. MATERIAL AND METHODS The authors present the results of the clinical, psychological and electroencephalographic examination of 40 patients with ADHD, aged from 18 to 45 years. All patients received memoplant in dose of 240 mg a day for 8 weeks. RESULTS AND CONCLUSION Adult patients with ADHD were characterized by both subjective and objective disorders of memory and attention. The results of the electroencephalographic study suggested the dysfunction of the frontal-thalamic regulatory system and the lack of non-specific activation of the reticular formation. After treatment, clinical improvement was observed in 24 patients (60.0%). Repeated psychological and neuropsychological examinations showed a reduction of inattention and improvement of memory performance.
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Affiliation(s)
- L S Chutko
- Bekhterev Institute of Human Brain Russian Academy of Sciences, St. Petersburg, Russia
| | - S Yu Surushkina
- Bekhterev Institute of Human Brain Russian Academy of Sciences, St. Petersburg, Russia
| | - E A Yakovenko
- Bekhterev Institute of Human Brain Russian Academy of Sciences, St. Petersburg, Russia
| | - Yu D Kropotov
- Bekhterev Institute of Human Brain Russian Academy of Sciences, St. Petersburg, Russia
| | - A V Sergeev
- Bekhterev Institute of Human Brain Russian Academy of Sciences, St. Petersburg, Russia
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18
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Epigenetic Mechanisms in Developmental Alcohol-Induced Neurobehavioral Deficits. Brain Sci 2016; 6:brainsci6020012. [PMID: 27070644 PMCID: PMC4931489 DOI: 10.3390/brainsci6020012] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2016] [Revised: 03/17/2016] [Accepted: 04/05/2016] [Indexed: 12/22/2022] Open
Abstract
Alcohol consumption during pregnancy and its damaging consequences on the developing infant brain are significant public health, social, and economic issues. The major distinctive features of prenatal alcohol exposure in humans are cognitive and behavioral dysfunction due to damage to the central nervous system (CNS), which results in a continuum of disarray that is collectively called fetal alcohol spectrum disorder (FASD). Many rodent models have been developed to understand the mechanisms of and to reproduce the human FASD phenotypes. These animal FASD studies have provided several molecular pathways that are likely responsible for the neurobehavioral abnormalities that are associated with prenatal alcohol exposure of the developing CNS. Recently, many laboratories have identified several immediate, as well as long-lasting, epigenetic modifications of DNA methylation, DNA-associated histone proteins and microRNA (miRNA) biogenesis by using a variety of epigenetic approaches in rodent FASD models. Because DNA methylation patterns, DNA-associated histone protein modifications and miRNA-regulated gene expression are crucial for synaptic plasticity and learning and memory, they can therefore offer an answer to many of the neurobehavioral abnormalities that are found in FASD. In this review, we briefly discuss the current literature of DNA methylation, DNA-associated histone proteins modification and miRNA and review recent developments concerning epigenetic changes in FASD.
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Chutko LS, Yakovenko EA, Surushkina SY, Anisimova TI, Kropotov YD. Clinical and neurophysiological heterogeneity of attention deficit hyperactivity disorder. Zh Nevrol Psikhiatr Im S S Korsakova 2016; 116:117-121. [DOI: 10.17116/jnevro2016116101117-121] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Sullivan EL, Holton KF, Nousen EK, Barling AN, Sullivan CA, Propper CB, Nigg JT. Early identification of ADHD risk via infant temperament and emotion regulation: a pilot study. J Child Psychol Psychiatry 2015; 56:949-57. [PMID: 25968589 DOI: 10.1111/jcpp.12426] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/13/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Attention deficit hyperactivity disorder (ADHD) is theorized to have temperamental precursors early in life. These are difficult to identify because many core features of ADHD, such as breakdowns in executive function and self-control, involve psychological and neural systems that are too immature to reliably show dysfunction in early life. ADHD also involves emotional dysregulation, and these temperamental features appear earlier as well. Here, we report a first attempt to utilize indices of emotional regulation to identify ADHD-related liability in infancy. METHODS Fifty women were recruited in the 2nd trimester of pregnancy, with overselection for high parental ADHD symptoms. Measures of maternal body mass index, nutrition, substance use, stress, and mood were examined during pregnancy as potential confounds. Offspring were evaluated at 6 months of age using LABTAB procedures designed to elicit fear, anger, and regulatory behavior. Mothers completed the Infant Behavior Questionnaire about their child's temperament. RESULTS After control for associated covariates, including maternal depression and prenatal stress, family history of ADHD was associated with measures of anger/irritability, including infant negative vocalizations during the arm restraint task (p = .004), and maternal ratings of infant distress to limitations (p = .036). In the regulation domain, familial ADHD was associated with less parent-oriented attention seeking during the still face procedure (p < .001), but this was not echoed in the maternal ratings of recovery from distress. CONCLUSIONS Affective response at 6 months of age may identify infants with familial history of ADHD, providing an early indicator of ADHD liability. These preliminary results provide a foundation for further studies and will be amplified by enlarging this cohort and following participants longitudinally to evaluate ADHD outcomes.
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Affiliation(s)
- Elinor L Sullivan
- Department of Biology, University of Portland, Portland, OR, USA.,Division of Diabetes, Obesity and Metabolism, Oregon National Primate Research Center, Beaverton, OR, USA
| | - Kathleen F Holton
- School of Education, Teaching & Health, Center for Behavioral Neuroscience, American University, Washington, DC, USA
| | - Elizabeth K Nousen
- Departments of Psychology and Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, USA
| | - Ashley N Barling
- Department of Biology, University of Portland, Portland, OR, USA
| | - Ceri A Sullivan
- Departments of Psychology and Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, USA
| | - Cathi B Propper
- Center for Developmental Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Joel T Nigg
- Departments of Psychology and Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, USA
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Blum K, Thompson B, Demotrovics Z, Femino J, Giordano J, Oscar-Berman M, Teitelbaum S, Smith DE, Roy AK, Agan G, Fratantonio J, Badgaiyan RD, Gold MS. The Molecular Neurobiology of Twelve Steps Program & Fellowship: Connecting the Dots for Recovery. JOURNAL OF REWARD DEFICIENCY SYNDROME 2015; 1:46-64. [PMID: 26306329 PMCID: PMC4545669 DOI: 10.17756/jrds.2015-008] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There are some who suggest that alcoholism and drug abuse are not diseases at all and that they are not consequences of a brain disorder as espoused recently by the American Society of Addiction Medicine (ASAM). Some would argue that addicts can quit on their own and moderate their alcohol and drug intake. When they present to a treatment program or enter the 12 Step Program & Fellowship, many addicts finally achieve complete abstinence. However, when controlled drinking fails, there may be successful alternatives that fit particular groups of individuals. In this expert opinion, we attempt to identify personal differences in recovery, by clarifying the molecular neurobiological basis of each step of the 12 Step Program. We explore the impact that the molecular neurobiological basis of the 12 steps can have on Reward Deficiency Syndrome (RDS) despite addiction risk gene polymorphisms. This exploration has already been accomplished in part by Blum and others in a 2013 Springer Neuroscience Brief. The purpose of this expert opinion is to briefly, outline the molecular neurobiological and genetic links, especially as they relate to the role of epigenetic changes that are possible in individuals who regularly attend AA meetings. It begs the question as to whether "12 steps programs and fellowship" does induce neuroplasticity and continued dopamine D2 receptor proliferation despite carrying hypodopaminergic type polymorphisms such as DRD2 A1 allele. "Like-minded" doctors of ASAM are cognizant that patients in treatment without the "psycho-social-spiritual trio," may not be obtaining the important benefits afforded by adopting 12-step doctrines. Are we better off with coupling medical assisted treatment (MAT) that favors combining dopamine agonist modalities (DAM) as possible histone-deacetylase activators with the 12 steps followed by a program that embraces either one or the other? While there are many unanswered questions, at least we have reached a time when "science meets recovery," and in doing so, can further redeem joy in recovery.
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Affiliation(s)
- Kenneth Blum
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Addiction Research and Therapy, Malibu Beach Recovery Center, Malibu Beach, CA, USA
- Dominion Diagnostics, Inc., North Kingstown, RI, USA
- IGENE, LLC., Austin, TX, USA
- RDSolutions, Del Mar, CA, USA
- National Institute for Holistic Medicine, North Miami Beach, FL, USA
| | - Benjamin Thompson
- Behavioral Neuroscience Program, Boston University School of Medicine, and Boston VA Healthcare System, Boston, MA, USA
| | - Zsolt Demotrovics
- Eötvös Loránd University, Institute of Psychology, Budapest, Hungary
| | - John Femino
- Dominion Diagnostics, Inc., North Kingstown, RI, USA
- Meadows Edge Recovery Center, North Kingstown, RI, USA
| | - John Giordano
- National Institute for Holistic Medicine, North Miami Beach, FL, USA
| | - Marlene Oscar-Berman
- Departments of Psychiatry, Neurology, and Anatomy & Neurobiology, Boston University School of Medicine, and Boston VA Healthcare System, Boston, MA, USA
| | - Scott Teitelbaum
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, Gainesville, FL, USA
| | - David E. Smith
- Dominion Diagnostics, Inc., North Kingstown, RI, USA
- Institute of Health & Aging, University of California at San Francisco, San Francisco, CA, USA
| | | | - Gozde Agan
- Dominion Diagnostics, Inc., North Kingstown, RI, USA
| | | | - Rajendra D. Badgaiyan
- Department of Psychiatry, University of Minnesota College of Medicine, Minneapolis, MN, USA
| | - Mark S. Gold
- Director of Research, Drug Enforcement Administration (DEA) Educational Foundation, Washington, D.C, USA
- Departments of Psychiatry & Behavioral Sciences at the Keck, University of Southern California, School of Medicine, CA, USA
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El Malhany N, Gulisano M, Rizzo R, Curatolo P. Tourette syndrome and comorbid ADHD: causes and consequences. Eur J Pediatr 2015; 174:279-88. [PMID: 25224657 DOI: 10.1007/s00431-014-2417-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Revised: 08/27/2014] [Accepted: 09/01/2014] [Indexed: 12/17/2022]
Abstract
UNLABELLED Attention deficit hyperactivity disorder (ADHD) is the most common comorbid condition in patients with Tourette syndrome (TS). The co-occurrence of ADHD and TS is in most cases associated with a higher social and psychopathological impairment. Comorbidity between Tourette and ADHD appears to have a complex and partially known pathogenesis in which genetic, environmental, and neurobiological factors can be implicated. Genetic studies have revealed an involvement of dopaminergic, catecholaminergic, and GABAergic genes that modulated the activity of neurotransmitters. Furthermore, there are a lot of networks implicated in the development of ADHD and TS, involving cortical and striatal areas and basal ganglia. Although a large number of studies tried to find a common pathogenesis, the complex pathways responsible are not clear. The genes implicated in both disorders are currently unidentified, but it is probable that epigenetic factors associated with neural modifications can represent a substrate for the development of the diseases. CONCLUSION In this paper, recent advances in neurobiology of ADHD and TS are reviewed, providing a basis for understanding the complex common pathogenesis underlying the frequent co-occurrence of the two conditions and the therapeutic choices.
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Affiliation(s)
- N El Malhany
- Section of Child Neuropsychiatry, Department of Neurosciences, Tor Vergata University, Viale Oxford 81, 00133, Rome, Italy,
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Dworkin PH. Do correlates of preterm infants' attention problems have clinical utility? J Pediatr 2015; 166:6-8. [PMID: 25282063 DOI: 10.1016/j.jpeds.2014.08.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2014] [Accepted: 08/26/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Paul H Dworkin
- Office for Community Child Health and Help Me Grow National Center, Connecticut Children's Medical Center, University of Connecticut School of Medicine, Hartford, Connecticut.
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Attention-Deficit/Hyperactivity Disorder: Focus upon Aberrant N-Methyl-D-Aspartate Receptors Systems. Curr Top Behav Neurosci 2015; 29:295-311. [PMID: 26718589 DOI: 10.1007/7854_2015_415] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) pathophysiology persists in an obscure manner with complex interactions between symptoms, staging, interventions, genes, and environments. Only on the basis of increasing incidence of the disorder, the need for understanding is greater than ever. The notion of an imbalance between central inhibitory/excitatory neurotransmitters is considered to exert an essential role. In this chapter, we first review how the default mode network functions and dysfunction in individuals diagnosed with ADHD. We also present and briefly review some of the animal models used to examine the neurobiological aspects of ADHD. There is much evidence indicating that compounds/interventions that antagonize/block glutamic acid receptors and/or block the glutamate signal during the "brain growth spurt" or in the adult animal may induce functional and biomarker deficits. Additionally, we present evidence suggesting that animals treated with glutamate blockers at the period of the "brain growth spurt" fail to perform the exploratory activity, observed invariably with control mice, that is associated with introduction to a novel environment (the test cages). Later, when the control animals show less locomotor and rearing activity, i.e., interest in the test cages, the MK-801, ketamine and ethanol treated mice showed successively greater levels of locomotion and rearing (interest), i.e., they fail to "habituate" effectively, implying a cognitive dysfunction. These disturbances of glutamate signaling during a critical period of brain development may contribute to the ADHD pathophysiology. As a final addition, we have briefly identified new research venues in the interaction between ADHD, molecular studies, and personality research.
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Schuch V, Utsumi DA, Costa TVMM, Kulikowski LD, Muszkat M. Attention Deficit Hyperactivity Disorder in the Light of the Epigenetic Paradigm. Front Psychiatry 2015; 6:126. [PMID: 26441687 PMCID: PMC4585002 DOI: 10.3389/fpsyt.2015.00126] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 08/31/2015] [Indexed: 12/22/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a highly prevalent neurodevelopmental disorder characterized by a definite behavioral pattern that might lead to performance problems in the social, educational, or work environments. In the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, the symptoms of ADHD were restricted to those associated with cognitive (attention deficit) and behavioral (hyperactivity/impulsivity) deficits, while deficient emotional self-regulation, a relevant source of morbidity, was left out. The etiology of it is complex, as its exact causes have not yet been fully elucidated. ADHD seems to arise from a combination of various genetic and environmental factors that alter the developing brain, resulting in structural and functional abnormalities. The aim of this paper was to review epigenetics and ADHD focused on how multidimensional mechanisms influence the behavioral phenotype.
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Affiliation(s)
- Viviane Schuch
- Núcleo de Atendimento Neuropsicológico Infantil Interdisciplinar (NANI), Centro Paulista de Neuropsicologia, Departamento de Psicobiologia da Universidade Federal de São Paulo - UNIFESP , São Paulo , Brazil
| | - Daniel Augusto Utsumi
- Núcleo de Atendimento Neuropsicológico Infantil Interdisciplinar (NANI), Centro Paulista de Neuropsicologia, Departamento de Psicobiologia da Universidade Federal de São Paulo - UNIFESP , São Paulo , Brazil
| | | | - Leslie Domenici Kulikowski
- Laboratório de Citogenômica, LIM 03, Departamento de Patologia, Faculdade de Medicina da Universidade de São Paulo , São Paulo , Brazil
| | - Mauro Muszkat
- Núcleo de Atendimento Neuropsicológico Infantil Interdisciplinar (NANI), Centro Paulista de Neuropsicologia, Departamento de Psicobiologia da Universidade Federal de São Paulo - UNIFESP , São Paulo , Brazil
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Genetic Addiction Risk Score (GARS): molecular neurogenetic evidence for predisposition to Reward Deficiency Syndrome (RDS). Mol Neurobiol 2014; 50:765-96. [PMID: 24878765 PMCID: PMC4225054 DOI: 10.1007/s12035-014-8726-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 04/29/2014] [Indexed: 12/21/2022]
Abstract
We have published extensively on the neurogenetics of brain reward systems with reference to the genes related to dopaminergic function in particular. In 1996, we coined “Reward Deficiency Syndrome” (RDS), to portray behaviors found to have gene-based association with hypodopaminergic function. RDS as a useful concept has been embraced in many subsequent studies, to increase our understanding of Substance Use Disorder (SUD), addictions, and other obsessive, compulsive, and impulsive behaviors. Interestingly, albeit others, in one published study, we were able to describe lifetime RDS behaviors in a recovering addict (17 years sober) blindly by assessing resultant Genetic Addiction Risk Score (GARS™) data only. We hypothesize that genetic testing at an early age may be an effective preventive strategy to reduce or eliminate pathological substance and behavioral seeking activity. Here, we consider a select number of genes, their polymorphisms, and associated risks for RDS whereby, utilizing GWAS, there is evidence for convergence to reward candidate genes. The evidence presented serves as a plausible brain-print providing relevant genetic information that will reinforce targeted therapies, to improve recovery and prevent relapse on an individualized basis. The primary driver of RDS is a hypodopaminergic trait (genes) as well as epigenetic states (methylation and deacetylation on chromatin structure). We now have entered a new era in addiction medicine that embraces the neuroscience of addiction and RDS as a pathological condition in brain reward circuitry that calls for appropriate evidence-based therapy and early genetic diagnosis and that requires further intensive investigation.
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Gold MS, Blum K, Oscar-Berman M, Braverman ER. Low dopamine function in attention deficit/hyperactivity disorder: should genotyping signify early diagnosis in children? Postgrad Med 2014; 126:153-77. [PMID: 24393762 DOI: 10.3810/pgm.2014.01.2735] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Attention deficit/hyperactivity disorder (ADHD) is present in 8% to 12% of children, and 4% of adults worldwide. Children with ADHD can have learning impairments, poor selfesteem, social dysfunction, and an increased risk of substance abuse, including cigarette smoking. Overall, the rate of treatment with medication for patients with ADHD has been increasing since 2008, with ≥ 2 million children now being treated with stimulants. The rise of adolescent prescription ADHD medication abuse has occurred along with a concomitant increase of stimulant medication availability. Of adults presenting with a substance use disorder (SUD), 20% to 30% have concurrent ADHD, and 20% to 40% of adults with ADHD have a history of SUD. Following a brief review of the etiology of ADHD, its diagnosis and treatment, we focus on the benefits of early and appropriate testing for a predisposition to ADHD. We suggest that by genotyping patients for a number of known, associated dopaminergic polymorphisms, especially at an early age, misdiagnoses and/or over-diagnosis can be reduced. Ethical and legal issues of early genotyping are considered. As many as 30% of individuals with ADHD are estimated to either have secondary side-effects or are not responsive to stimulant medication. We also consider the benefits of non-stimulant medication and alternative treatment modalities, which include diet, herbal medications, iron supplementation, and neurofeedback. With the goals of improving treatment of patients with ADHD and SUD prevention, we encourage further work in both genetic diagnosis and novel treatment approaches.
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Affiliation(s)
- Mark S Gold
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, Gainesville, FL.
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Luo M, Xu Y, Cai R, Tang Y, Ge MM, Liu ZH, Xu L, Hu F, Ruan DY, Wang HL. Epigenetic histone modification regulates developmental lead exposure induced hyperactivity in rats. Toxicol Lett 2013; 225:78-85. [PMID: 24291742 DOI: 10.1016/j.toxlet.2013.11.025] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2013] [Revised: 11/21/2013] [Accepted: 11/21/2013] [Indexed: 12/31/2022]
Abstract
Lead (Pb) exposure was commonly considered as a high environmental risk factor for the development of attention-deficit/hyperactivity disorder (ADHD). However, the molecular basis of this pathological process still remains elusive. In light of the role of epigenetics in modulating the neurological disease and the causative environment, the alterations of histone modifications in the hippocampus of rats exposed by various doses of lead, along with concomitant behavioral deficits, were investigated in this study. According to the free and forced open field test, there showed that in a dosage-dependent manner, lead exposure could result in the increased locomotor activity of rats, that is, hyperactivity: a subtype of ADHD. Western blotting assays revealed that the levels of histone acetylation increased significantly in the hippocampus by chronic lead exposure, while no dramatic changes were detected in terms of expression yields of ADHD-related dopaminergic proteins, indicating that histone acetylation plays essential roles in this toxicant-involved pathogenesis. In addition, the increased level of histone acetylation might be attributed to the enzymatic activity of p300, a typical histone acetyltransferase, as the transcriptional level of p300 was significantly increased upon higher-dose Pb exposure. In summary, this study first discovered the epigenetic mechanism bridging the environmental influence (Pb) and the disease itself (ADHD) in the histone modification level, paving the way for the comprehensive understanding of ADHD's etiology and in further steps, establishing the therapy strategy of this widespread neurological disorder.
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Affiliation(s)
- Man Luo
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Yi Xu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Rong Cai
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Yuqing Tang
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Meng-Meng Ge
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Zhi-Hua Liu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Li Xu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Fan Hu
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China
| | - Di-Yun Ruan
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China; School of Life Sciences, University of Science and Technology of China, Hefei, Anhui 230027, PR China
| | - Hui-Li Wang
- School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, Anhui 230009, PR China.
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Miller GA, Rockstroh B. Endophenotypes in Psychopathology Research: Where Do We Stand? Annu Rev Clin Psychol 2013; 9:177-213. [DOI: 10.1146/annurev-clinpsy-050212-185540] [Citation(s) in RCA: 115] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Gregory A. Miller
- Department of Psychology, University of Delaware, Newark, Delaware 19716;
- Zukunftskolleg, University of Konstanz, 78457 Konstanz, Germany
- Department of Psychology and Beckman Institute, University of Illinois at Urbana-Champaign, Illinois 61820
| | - Brigitte Rockstroh
- Department of Psychology, University of Konstanz, 78457 Konstanz, Germany;
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Blum K, Oscar-Berman M, Giordano J, Downs BW, Simpatico T, Han D, Femino J. Neurogenetic Impairments of Brain Reward Circuitry Links to Reward Deficiency Syndrome (RDS): Potential Nutrigenomic Induced Dopaminergic Activation. JOURNAL OF GENETIC SYNDROMES & GENE THERAPY 2012; 3:1000e115. [PMID: 23264886 PMCID: PMC3525955 DOI: 10.4172/2157-7412.1000e115] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Work from our laboratory in both in-patient and outpatient facilities utilizing the Comprehensive Analysis of Reported Drugs (CARD)(™) found a significant lack of compliance to prescribed treatment medications and a lack of abstinence from drugs of abuse during active recovery. This unpublished, ongoing research provides an impetus to develop accurate genetic diagnosis and holistic approaches that will safely activate brain reward circuitry in the mesolimbic dopamine system. This editorial focuses on the neurogenetics of brain reward systems with particular reference to genes related to dopaminergic function. The terminology "Reward Deficiency Syndrome" (RDS), used to describe behaviors found to have an association with gene-based hypodopaminergic function, is a useful concept to help expand our understanding of Substance Use Disorder (SUD), process addictions, and other obsessive, compulsive and impulsive behaviors. This editorial covers the neurological basis of pleasure and the role of natural and unnatural reward in motivating and reinforcing behaviors. Additionally, it briefly describes the concept of natural dopamine D2 receptor agonist therapy coupled with genetic testing of a panel of reward genes, the Genetic Addiction Risk Score (GARS). It serves as a spring-board for this combination of novel approaches to the prevention and treatment of RDS that was developed from fundamental genomic research. We encourage further required studies.
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Affiliation(s)
- K Blum
- Department of Psychiatry & McKnight Brain Institute, University of Florida, College of Medicine, Gainesville, FL, USA
- G & G Holistic Addiction Treatment Center, North Miami Beach, FL, USA
- Dominion Diagnostics, Inc. North Kingstown, Rhode Island, USA
- Path Foundation NY, New York, NY, USA
- Department of Addiction Research a & Therapy, Malibu Beach Recovery Center, Malibu Beach, CA, USA
- Department of Nutrigenomics, LifeGen, Inc., Austin, TX, USA
- Institute of Integrative Omics & Applied Biotechnology, Nonakuri, Purba Medinipur, West Bengal, India
- Department of Psychiatry, University of Vermont, Burlington, VT, USA
| | - M Oscar-Berman
- Departments of Psychiatry, Neurology, and Anatomy & Neurobiology, Boston University School of Medicine, and Boston VA Healthcare System, Boston, MA, USA
| | - J Giordano
- G & G Holistic Addiction Treatment Center, North Miami Beach, FL, USA
| | - BW Downs
- Department of Nutrigenomics, LifeGen, Inc., Austin, TX, USA
| | - T Simpatico
- Department of Psychiatry, University of Vermont, Burlington, VT, USA
| | - D Han
- Department of Management Science and Statistics, University of Texas at San Antonio, San Antonio, TX, USA
| | - John Femino
- Meadows Edge Treatment Center, North Kingstown, RI, USA
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Elia J, Sackett J, Turner T, Schardt M, Tang SC, Kurtz N, Dunfey M, McFarlane NA, Susi A, Danish D, Li A, Nissley-Tsiopinis J, Borgmann-Winter K. Attention-deficit/hyperactivity disorder genomics: update for clinicians. Curr Psychiatry Rep 2012; 14:579-89. [PMID: 22843546 DOI: 10.1007/s11920-012-0309-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Attention deficit, hyperactivity disorder (ADHD) is familial and highly heritable. Several candidate genes involved in neurotransmission have been identified, however these confer minimal risk, suggesting that for the most part, ADHD is not caused by single common genetic variants. Advances in genotyping enabling investigation at the level of the genome have led to the discovery of rare structural variants suggesting that ADHD is a genomic disorder, with potentially thousands of variants, and common neuronal pathways disrupted by numerous rare variants resulting in similar ADHD phenotypes. Heritability studies in humans also indicate the importance of epigenetic factors, and animal studies are deciphering some of the processes that confer risk during gestation and throughout the post-natal period. These and future discoveries will lead to improved diagnosis, individualized treatment, cures, and prevention. These advances also highlight ethical and legal issues requiring management and interpretation of genetic data and ensuring privacy and protection from misuse.
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Affiliation(s)
- Josephine Elia
- Department Psychiatry, The University of Pennsylvania, Philadelphia, PA 19104-6209, USA.
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Colby JB, Rudie JD, Brown JA, Douglas PK, Cohen MS, Shehzad Z. Insights into multimodal imaging classification of ADHD. Front Syst Neurosci 2012; 6:59. [PMID: 22912605 PMCID: PMC3419970 DOI: 10.3389/fnsys.2012.00059] [Citation(s) in RCA: 96] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2012] [Accepted: 07/23/2012] [Indexed: 11/23/2022] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) currently is diagnosed in children by clinicians via subjective ADHD-specific behavioral instruments and by reports from the parents and teachers. Considering its high prevalence and large economic and societal costs, a quantitative tool that aids in diagnosis by characterizing underlying neurobiology would be extremely valuable. This provided motivation for the ADHD-200 machine learning (ML) competition, a multisite collaborative effort to investigate imaging classifiers for ADHD. Here we present our ML approach, which used structural and functional magnetic resonance imaging data, combined with demographic information, to predict diagnostic status of individuals with ADHD from typically developing (TD) children across eight different research sites. Structural features included quantitative metrics from 113 cortical and non-cortical regions. Functional features included Pearson correlation functional connectivity matrices, nodal and global graph theoretical measures, nodal power spectra, voxelwise global connectivity, and voxelwise regional homogeneity. We performed feature ranking for each site and modality using the multiple support vector machine recursive feature elimination (SVM-RFE) algorithm, and feature subset selection by optimizing the expected generalization performance of a radial basis function kernel SVM (RBF-SVM) trained across a range of the top features. Site-specific RBF-SVMs using these optimal feature sets from each imaging modality were used to predict the class labels of an independent hold-out test set. A voting approach was used to combine these multiple predictions and assign final class labels. With this methodology we were able to predict diagnosis of ADHD with 55% accuracy (versus a 39% chance level in this sample), 33% sensitivity, and 80% specificity. This approach also allowed us to evaluate predictive structural and functional features giving insight into abnormal brain circuitry in ADHD.
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Affiliation(s)
- John B Colby
- Department of Neurology, University of California Los Angeles Los Angeles, CA, USA
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de Cock M, Maas YGH, van de Bor M. Does perinatal exposure to endocrine disruptors induce autism spectrum and attention deficit hyperactivity disorders? Review. Acta Paediatr 2012; 101:811-8. [PMID: 22458970 DOI: 10.1111/j.1651-2227.2012.02693.x] [Citation(s) in RCA: 137] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
AIM To provide an overview of studies on perinatal exposure in humans to endocrine disrupting chemicals (EDCs) in relation to autism spectrum (ASD) and attention deficit hyperactivity (ADHD) disorders. METHODS A review of the literature (PubMed) was performed. Exposure-related keywords, including various chemicals, were matched with keywords describing outcome. Animal studies as well as publications not written in English were excluded. In total, 834 titles were retrieved. The final selection included 21 publications. RESULTS Positive associations were found for ASD in relation to exposure to all chemicals investigated, which included hazardous air pollutants, pesticides and bisphenol A (BPA). Increased risks of ADHD or positive associations were found for exposure to polychlorinated biphenyls (PCBs), dialkyl phosphate (DAP) and chlorpyrifos. BPA, polybrominated diphenylethers (PBDEs) and low molecular weight (LMW) phthalates were positively associated with externalizing behaviour. Five of 17 studies did not find any association between exposure and ADHD. CONCLUSION Perinatal exposure to EDCs appears to be associated with the occurrence of ASD as well as ADHD. Disruption of thyroid hormone function and gamma-aminobutyric acid (GABA)ergic mechanisms may offer an explanation for the observed relations; though, conclusive evidence in humans is limited.
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Affiliation(s)
- Marijke de Cock
- Department of Health and Life Sciences, VU University, Amsterdam, The Netherlands
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Archer T, Oscar-Berman M, Blum K, Gold M. Neurogenetics and Epigenetics in Impulsive Behaviour: Impact on Reward Circuitry. ACTA ACUST UNITED AC 2012; 3:1000115. [PMID: 23264884 DOI: 10.4172/2157-7412.1000115] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Adverse, unfavourable life conditions, particularly during early life stages and infancy, can lead to epigenetic regulation of genes involved in stress-response, behavioral disinhibition, and cognitive-emotional systems. Over time, the ultimate final outcome can be expressed through behaviors bedeviled by problems with impulse control, such as eating disorders, alcoholism, and indiscriminate social behavior. While many reward gene polymorphisms are involved in impulsive behaviors, a polymorphism by itself may not translate to the development of a particular behavioral disorder unless it is impacted by epigenetic effects. Brain-derived neurotrophic factor (BDNF) affects the development and integrity of the noradrenergic, dopaminergic, serotonergic, glutamatergic, and cholinergic neurotransmitter systems, and plasma levels of the neurotrophin are associated with both cognitive and aggressive impulsiveness. Epigenetic mechanisms associated with a multitude of environmental factors, including premature birth, low birth weight, prenatal tobacco exposure, non-intact family, young maternal age at birth of the target child, paternal history of antisocial behavior, and maternal depression, alter the developmental trajectories for several neuropsychiatric disorders. These mechanisms affect brain development and integrity at several levels that determine structure and function in resolving the final behavioral expressions.
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Affiliation(s)
- Trevor Archer
- Department of Psychology, University of Gothenburg, Box 500, SE-40530 Gothenburg, Sweden
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Blum K, Chen ALC, Oscar-Berman M, Chen TJH, Lubar J, White N, Lubar J, Bowirrat A, Braverman E, Schoolfield J, Waite RL, Downs BW, Madigan M, Comings DE, Davis C, Kerner MM, Knopf J, Palomo T, Giordano JJ, Morse SA, Fornari F, Barh D, Femino J, Bailey JA. Generational association studies of dopaminergic genes in reward deficiency syndrome (RDS) subjects: selecting appropriate phenotypes for reward dependence behaviors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2011; 8:4425-59. [PMID: 22408582 PMCID: PMC3290972 DOI: 10.3390/ijerph8124425] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2011] [Revised: 11/23/2011] [Accepted: 11/23/2011] [Indexed: 11/26/2022]
Abstract
UNLABELLED Abnormal behaviors involving dopaminergic gene polymorphisms often reflect an insufficiency of usual feelings of satisfaction, or Reward Deficiency Syndrome (RDS). RDS results from a dysfunction in the "brain reward cascade," a complex interaction among neurotransmitters (primarily dopaminergic and opioidergic). Individuals with a family history of alcoholism or other addictions may be born with a deficiency in the ability to produce or use these neurotransmitters. Exposure to prolonged periods of stress and alcohol or other substances also can lead to a corruption of the brain reward cascade function. We evaluated the potential association of four variants of dopaminergic candidate genes in RDS (dopamine D1 receptor gene [DRD1]; dopamine D2 receptor gene [DRD2]; dopamine transporter gene [DAT1]; dopamine beta-hydroxylase gene [DBH]). METHODOLOGY We genotyped an experimental group of 55 subjects derived from up to five generations of two independent multiple-affected families compared to rigorously screened control subjects (e.g., N = 30 super controls for DRD2 gene polymorphisms). Data related to RDS behaviors were collected on these subjects plus 13 deceased family members. RESULTS Among the genotyped family members, the DRD2 Taq1 and the DAT1 10/10 alleles were significantly (at least p < 0.015) more often found in the RDS families vs. controls. The TaqA1 allele occurred in 100% of Family A individuals (N = 32) and 47.8% of Family B subjects (11 of 23). No significant differences were found between the experimental and control positive rates for the other variants. CONCLUSIONS Although our sample size was limited, and linkage analysis is necessary, the results support the putative role of dopaminergic polymorphisms in RDS behaviors. This study shows the importance of a nonspecific RDS phenotype and informs an understanding of how evaluating single subset behaviors of RDS may lead to spurious results. Utilization of a nonspecific "reward" phenotype may be a paradigm shift in future association and linkage studies involving dopaminergic polymorphisms and other neurotransmitter gene candidates.
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Affiliation(s)
- Kenneth Blum
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, W University Ave., Gainesville, FL 32601, USA;
- Department of Nutrigenomics, LifeGen, Inc., P.O. Box 366, 570 Lederach Stattion Way, Lederach, PA 19450, USA; (R.L.W.); (B.W.D.); (M.M.)
- Department of Integrative Medicine, PATH Medical Research Foundation, 304 Park Ave. South, New York, NY 10010, USA; (M.M.K.); (J.K.)
- Department of Holistic Medicine, G&G Holistic Addiction Treatment, Inc., 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
- Department of Research, National Institute for Holistic Addiction Studies, 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
- Dominion Diagnostics, Inc., 211 Circuit Road, North Kingstown, RI 02852, USA;
- Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology, Nonakuri, Purba Medinipur, West Bengal, India;
| | - Amanda L. C. Chen
- Department of Engineering Management Advanced Technology, Chang Jung Christian University, No. 396, Sec. 1, Changrong Road, Tainan 71101, Taiwan
| | - Marlene Oscar-Berman
- Department of Anatomy & Neurobiology, Boston University School of Medicine, 72 East Concord Street, Boston, MA 02118, USA;
| | - Thomas J. H. Chen
- Department of Occupational Safety and Health, Chang Jung Christian University, No. 396, Sec. 1, Changrong Road, Tainan 71101, Taiwan;
| | - Joel Lubar
- Emeritus, Department of Physiology, University of Tennessee, 719 Andy Holt Tower, Knoxville, TN 37996, USA;
| | - Nancy White
- Unique Mindcare, Inc., 1900 Saint James Place, Houston, TX 77056, USA;
| | - Judith Lubar
- Department of Neurofeedback, Southeastern Biofeedback and Neurobehavioral Clinic, 101 Westwood Road, Knoxville, TN 37919, USA;
| | - Abdalla Bowirrat
- Department of Neuroscience & Population Genetics, EMMS Nazareth Hospital, Nazareth, Israel;
| | - Eric Braverman
- Department of Neurosurgery, Weill Cornell College of Medicine, 1300 York Ave., New York, NY 10065, USA;
- Department of Integrative Medicine, PATH Medical Research Foundation, 304 Park Ave. South, New York, NY 10010, USA; (M.M.K.); (J.K.)
| | - John Schoolfield
- Department of Academic Informatics Services, University of Texas Health Science Center, 7703 Floyd Curl Drive, San Antonio, TX 78229, USA;
| | - Roger L. Waite
- Department of Nutrigenomics, LifeGen, Inc., P.O. Box 366, 570 Lederach Stattion Way, Lederach, PA 19450, USA; (R.L.W.); (B.W.D.); (M.M.)
| | - Bernard W. Downs
- Department of Nutrigenomics, LifeGen, Inc., P.O. Box 366, 570 Lederach Stattion Way, Lederach, PA 19450, USA; (R.L.W.); (B.W.D.); (M.M.)
| | - Margaret Madigan
- Department of Nutrigenomics, LifeGen, Inc., P.O. Box 366, 570 Lederach Stattion Way, Lederach, PA 19450, USA; (R.L.W.); (B.W.D.); (M.M.)
| | - David E. Comings
- Department of Genomic Research, Carlsbad Science Foundation, Department of Medical Genetics, City of Hope National Medical Center, 1500 Duarte Road, Duarte, CA 91010, USA;
| | - Caroline Davis
- Department of Kinesiology and Health Sciences, York University, 4700 Keele Street, Toronto, ON M3J 1P3, Canada;
| | - Mallory M. Kerner
- Department of Integrative Medicine, PATH Medical Research Foundation, 304 Park Ave. South, New York, NY 10010, USA; (M.M.K.); (J.K.)
| | - Jennifer Knopf
- Department of Integrative Medicine, PATH Medical Research Foundation, 304 Park Ave. South, New York, NY 10010, USA; (M.M.K.); (J.K.)
| | - Tomas Palomo
- Hospital Universitario 12 de Octubre, Servicio de Psiquiatria, Av. Cordoba SN, Madrid 28041, Spain;
| | - John J. Giordano
- Department of Holistic Medicine, G&G Holistic Addiction Treatment, Inc., 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
- Department of Research, National Institute for Holistic Addiction Studies, 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
| | - Siobhan A. Morse
- Department of Holistic Medicine, G&G Holistic Addiction Treatment, Inc., 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
- Department of Research, National Institute for Holistic Addiction Studies, 1590 Northeast 162nd Street, North Miami Beach, FL 33162, USA;
| | - Frank Fornari
- Dominion Diagnostics, Inc., 211 Circuit Road, North Kingstown, RI 02852, USA;
| | - Debmalya Barh
- Center for Genomics and Applied Gene Technology, Institute of Integrative Omics and Applied Biotechnology, Nonakuri, Purba Medinipur, West Bengal, India;
| | - John Femino
- Meadows Edge Recovery Center, 580 10 Rod Road, North Kingstown, RI 02852, USA;
| | - John A. Bailey
- Department of Psychiatry, School of Medicine and McKnight Brain Institute, University of Florida, W University Ave., Gainesville, FL 32601, USA;
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Archer T, Kostrzewa RM. Physical Exercise Alleviates ADHD Symptoms: Regional Deficits and Development Trajectory. Neurotox Res 2011; 21:195-209. [PMID: 21850535 DOI: 10.1007/s12640-011-9260-0] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Revised: 07/10/2011] [Accepted: 07/11/2011] [Indexed: 01/12/2023]
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