Laboratory for Clinical and Genetic Studies on ADHD

Attention-Deficit/Hyperactivity Disorder (ADHD), the most common behavioral disorder of childhood, affects more than 4.4 million people in the United States. Individuals affected by ADHD are at increased risk for poor educational achievement, low income, underemployment, legal difficulties, and impaired social relationships. Costs attributable to ADHD in the United States are $42.5 billion per year.  ADHD is generally co-morbid with other behavioral and emotional disorders and obesity is significantly higher than expected for the general population.  Although stimulants remain the mainstay of ADHD treatment, a new generation of interventions is emerging that provides viable alternatives for patients and families.  While the frequency of complementary therapy use in children who have ADHD ranges between 12% and 64% throughout the world, most of these treatments have little, if any, research documenting their safety, let alone their efficacy.

The Laboratory for Clinical and Genetic Studies on ADHD is presently running under the direction of Mauricio Arcos-Burgos, M.D., Ph.D., Research Associate Professor and Director of Research in the Division of Child & Adolescent Psychiatry, Department of Psychiatry & Behavioral Sciences, University of Miami Miller School of Medicine. John Lewis, Ph.D., is responsible for the clinical evaluation and recruitment of patients.  Ariel F. Martinez, Research Associate III, highly trained in molecular biology and biochemistry, performs molecular studies in the laboratory.

The laboratory counts with a core for molecular biology, a core for genetic and epidemiological analysis, and a core for clinical assessment and recruitment of patients. The core for molecular laboratory has several facilities for genotyping, variant detection, and in general DNA recombinant technology. Modules of sequencing, gene expression, arrays, cell culture, microscopy and imaging are coupled to the laboratory of the Center of Pharmacogenomics directed by Ma-Li Wong, M.D.

The core of genetic epidemiology is located in Dr. Arcos-Burgos office. He is also appointed at the NIH as Special Volunteer where the core of genetic epidemiology has access to the Helix-Biowulf, a Beowulf parallel processing system designed and built at the National Institutes of Health. All data, sequence searches, and statistical analyses are performed in the core of genetic epidemiology. The system provides state-of-the-art analytic methodology to discover human disease genes.

The Laboratory for Clinical and Genetic Studies on ADHD seeks to further develop the core for molecular biology, clinical assessment and recruitment, training for undergraduate students, teaching sessions to residents, and lecturing. Publication and submission of several papers related to ADHD and other genetic conditions (studies that were started at the National Human Genome Research Institute, Medical Genetics Branch) are of great priority for the implementation of a clinical protocol at the Childhood Division for the study of ADHD endophenotypes and their correlation with common variants.

SELECTED PROJECTS

Improving Response of ADHD Under Stimulant Medication Using Omega-3 Fatty Acids.
Principal Investigators: 
Mauricio Arcos-Burgos, M.D., Ph.D.,  John Lewis, Ph.D.

Abstract
Omega-3 and omega-6 essential polyunsaturated fatty acids are of particular recent interest for addressing ADHD symptoms as an alternative to standard medical care. ADHD patients are commonly known to have lower levels of omega-3/6 fatty acids and well-designed clinical trials demonstrated improvements in ADHD symptoms among children treated with omega 3/6 fatty acids. Furthermore, omega-3 fatty acids have important anti-adipogenic properties and reduce white adipose tissue and adipocyte size.

Dr. Arcos-Burgos and Dr. Lewis are studying and testing the hypothesis that children affected by ADHD and under treatment with stimulant medication will have significant improvement in behavioral symptoms, cognitive measures, obesity, and metabolic biomarkers after adding omega-3 fatty acids.

This 2 (treatment group) x 5 (assessment point) mixed model design includes the following treatment groups: (a) omega-3 fatty acids (EPA and DHA) and (b) placebo. The primary outcomes are objective measures of cognitive and metabolic status. The secondary outcomes are functional status. Males and females (n = 200) age 7-18 are followed-up at one, two, four and six months. In order to diminish the heterogeneity of ADHD, researchers utilize state-of-the-art classification analysis and objective measures for cognitive functioning. This study is important because utilizing omega-3 fatty acids is a low-risk strategy compared to other approaches. Improvements in nutritional status will not only improve functional outcomes related to ADHD, but will help to normalize and decrease the risk of other diseases, such as obesity and cardiovascular disease. The use of latent class cluster analyses reduces the presence of ADHD phenocopies and determination of reliable endophenotypes endorses a rigorous and objective way of evaluating the response to any clinical intervention on ADHD, since symptoms provide a rigorous measure for treatment outcome. Because the health care costs of ADHD are increasing dramatically, an intervention that proves effective in functional outcomes will in turn reduce the burden on the health care system, as participants are better able to care for themselves and also reduce the risk of additional impairment. Conducting this intervention will allow persons of low socioeconomic status and of predominantly Hispanic and black under-served populations to participate, given that insurance plans do not cover the cost of nutritional supplements. Improvements in nutritional status will not only improve functional outcomes related to ADHD, but will help to normalize and decrease the risk of other diseases, such as obesity and cardiovascular disease.  Finally, this study will also pave the way for evaluating the effects of treatments, including complementary approaches to develop future studies of personalized medicine.

Latent Class Subtyping of Attention-Deficit/Hyperactivity Disorder and Comorbid Conditions.

Principal Investigators: 
Maximilian Muenke, M.D. , Mauricio Arcos-Burgos, M.D., Ph.D.

Abstract
Genetic studies of Attention-Deficit/Hyperactivity Disorder (ADHD) generally use discrete DSM-IV subtypes to define diagnostic status. To improve correspondence between phenotypic variance and putative susceptibility genes, multivariate classification methods such as latent class analysis (LCA) were conducted.

Objectives: LCA was performed in a sample of 1,010 individuals from a nation-wide recruitment of unilineal nuclear families with at least one child with ADHD and another child either affected or clearly unaffected.

Methods:
LCA models containing one through ten classes were fitted to data derived from all DSM-IV symptoms for ADHD, Oppositional Defiant Disorder (ODD), and Conduct Disorder (CD), as well as seven items that screen for anxiety and depression from the National Initiative for Children’s Healthcare Quality (NICHQ) Vanderbilt Assessment Scale for Parents (VAS-P).

Results: Six to eight statistically significantly distinct clusters were replicated similar to those described in other cross-cultural studies, mostly stable when comorbidities are included. For all age groups, anxiety and depression are strongly related to inattention symptoms and combined subtypes. Externalizing symptoms, especially CD, are strongly associated with the combined subtype of ADHD. ODD symptoms in young children are associated with either CD or anxiety-related symptoms. Conclusion: Methods such as LCA allow inclusion of information about comorbidities to be quantitatively incorporated into genetic studies. LCA also permits incorporation of milder, but still impairing, phenotypes than are allowed using the DSM-IV. Such methods may be essential for analyses of large multi-center data-sets and relevant for future clinical classifications. This population-based ADHD classification may help resolve the contradictory results presented in molecular genetic studies.

Cognitive Endophenotypes in Multigenerational Families Segregating ADHD from a Genetic Isolate.

Principal Investigators: 
Maximilian Muenke, M.D., Mauricio Arcos-Burgos, M.D., Ph.D., David Pineda, M.D.

Abstract
Objectives: Some dimensions of neuropsychological skills, including attention, executive function, working memory, visual motor skills, time perception, and reward responses have been considered endophenotypes of Attention Deficit/ Hyperactivity Disorder (ADHD).  Neuropsychological differences in 6-16 year-old male and female children and adolescents from 141 multigenerational families segregating ADHD in a genetic isolate, are explored.

Methods:  A set of neuropsychological tasks was administered to 194 ADHD affected and 94 unaffected individuals from these families in order to measure verbal performance and full-scale intellectual quotient, and some dimensions of attention, memory, visual motor, and executive function skills.

Results: After controlling for gender, age, and school grades, children affected with ADHD had statistically lower performances (p< 0.05) on cognitive effort task, auditory continuous vigilance test, visual motor skills, visual sorting abilities, and performance speed measurement. Three of these measures exhibited significant values of heritability (p < 0.05) and can be considered cognitive endophenotypes of ADHD. They include mental control, the Rey-Osterrieth complex figure time derived score, and the WCST-A percentage of conceptual responses evaluating executive function.

Conclusions: Measures of cognitive effort, continuous vigilance, visual motor skills, visual sorting abilities, and performance speed can be considered potential ADHD endophenotypes. They are suitable to dissect the neurophysiological basis of the link between genetic susceptibility and ADHD symptomatology. It is now possible to determine the underlying genetic basis of these ADHD endophenotypes through linkage and association to specific genomic regions.

FACULTY & STAFF

Mauricio Arcos-Burgos, M.D., Ph.D., Director
Research Associate Professor, Director of Research,
          Division of Child & Adolescent Psychiatry
Department of Psychiatry and Behavioral Sciences
University of Miami Miller School of Medicine
Phone: (305) 243-7060
E-mail: maburgos@med.miami.edu

John E. Lewis, Ph.D.
Research Assistant Professor
Department of Psychiatry & Behavioral  Sciences
          Director of Research, Division of Complementary and Alternative Medicine
          Director of Education, Fogarty International Training Program in HIV/AIDS
University of Miami Miller School of Medicine
Phone: (305) 243-6227
E-mail:  JELewis@miami.edu

Ariel F. Martinez, M.S.
Research Associate III
Department of Psychiatry & Behavioral Sciences
University of Miami Miller School of Medicine
Phone:  305-243-8221
E-mail:  amartinez4@med.miami.edu

SUPPORT AND COLLABORATORS

Ma-Li Wong, M.D.
Professor of Psychiatry & Vice-Chair for Translational Research
Director, Center on Pharmacogenomics
 Department of Psychiatry & Behavioral Sciences
University of Miami Miller School of Medicine

Dr. Wong’s research funding is of an investigator award in patient oriented research to study the Pharmacogenomics of Antidepressant Drugs. Dr. Wong is one of the collaborators for the project, “Improving Response of ADHD under Stimulant Medication Using omega-3 fatty acids”; modules of sequencing, gene expression, arrays, cell structure, microscopy and imaging are coupled to the laboratory of the Center of Pharmacogenomics directed by Dr. Wong.

Jon Shaw, M.D.
Professor & Director, Division of Child & Adolescent Psychiatry
Department of Psychiatry & Behavioral Sciences
University of Miami Miller School of Medicine

Dr. Shaw has been involved professionally as a clinician with ADHD and has served on the Work Group on Quality Issues of the American Academy of Child and Adolescent Psychiatry. Dr. Shaw is also one of the co-authors of the Practice Parameter for the Assessment and Treatment of Children and Adolescents with Attention Deficit Hyperactivity Disorder. Presently, Dr. Shaw supports the project, “Improving Response of ADHD under Stimulant Medication Using Omega-3 fatty acids” by collaborating with Dr. Lewis in the clinical evaluation and recruitment of patients.

Max Muenke, M.D.
Chief and Senior Investigator
Director, Medical Genetics Residency & Fellowship Training Program
Director, Combined Pediatrics & Medical Genetics Residency Training Program
Medical Genetics Branch, National Human Genome Research Institute,
National Institutes of Health.
Dr. Muenke has been a supporter for the research in Colombia where investigators continue studying multigenerational families with high incidence of ADHD.
As the Mentor of Dr. Arcos-Burgos in the Medical Genetics Fellowship/Residency Training Program in Clinical Genetics, National Human Research Institute, NIH, Dr. Muenke and Dr. Arcos-Burgos have worked together on positional cloning to discover the gene conferring a major susceptibility risk to ADHD.

Mauricio Camargo Guerrero, M.S., Ph.D.
Director of Research, Division of Population and Epidemiology Genetics,
University of Antioquia (Medellin, Colombia)

Francisco Lopera, M.D.
Director of the Group of Neuroscience of Antioquia (Grupo de Neurociencias de Antioquia), University of Antioquia. (Medellin, Colombia)

David Pineda, M.D.
Research Professor of the Division of Cognitive Neuroscience, and Applied Clinics, Group of Neuroscience of Antioquia, University of Antioquia. (Medellin, Colombia)