1
|
Braz CU, Passamonti MM, Khatib H. Characterization of genomic regions escaping epigenetic reprogramming in sheep. ENVIRONMENTAL EPIGENETICS 2023; 10:dvad010. [PMID: 38496251 PMCID: PMC10944287 DOI: 10.1093/eep/dvad010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 12/04/2023] [Accepted: 12/15/2023] [Indexed: 03/19/2024]
Abstract
The mammalian genome undergoes two global epigenetic reprogramming events during the establishment of primordial germ cells and in the pre-implantation embryo after fertilization. These events involve the erasure and re-establishment of DNA methylation marks. However, imprinted genes and transposable elements (TEs) maintain their DNA methylation signatures to ensure normal embryonic development and genome stability. Despite extensive research in mice and humans, there is limited knowledge regarding environmentally induced epigenetic marks that escape epigenetic reprogramming in other species. Therefore, the objective of this study was to examine the characteristics and locations of genomic regions that evade epigenetic reprogramming in sheep, as well as to explore the biological functions of the genes within these regions. In a previous study, we identified 107 transgenerationally inherited differentially methylated cytosines (DMCs) in the F1 and F2 generations in response to a paternal methionine-supplemented diet. These DMCs were found in TEs, non-repetitive regions, and imprinted and non-imprinted genes. Our findings suggest that genomic regions, rather than TEs and imprinted genes, have the propensity to escape reprogramming and serve as potential candidates for transgenerational epigenetic inheritance. Notably, 34 transgenerational methylated genes influenced by paternal nutrition escaped reprogramming, impacting growth, development, male fertility, cardiac disorders, and neurodevelopment. Intriguingly, among these genes, 21 have been associated with neural development and brain disorders, such as autism, schizophrenia, bipolar disease, and intellectual disability. This suggests a potential genetic overlap between brain and infertility disorders. Overall, our study supports the concept of transgenerational epigenetic inheritance of environmentally induced marks in mammals.
Collapse
Affiliation(s)
- Camila U Braz
- Department of Animal Sciences, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
| | - Matilde Maria Passamonti
- Department of Animal Science, Food and Nutrition, Universit’a Cattolica del Sacro Cuore, Piacenza, 29122, Italy
| | - Hasan Khatib
- Department of Animal and Dairy Sciences, University of Wisconsin–Madison, Madison, WI 53706, USA
| |
Collapse
|
2
|
Murray SB, Rokicki J, Sartorius AM, Winterton A, Andreassen OA, Westlye LT, Nagata JM, Quintana DS. Brain-based gene expression of putative risk genes for anorexia nervosa. Mol Psychiatry 2023; 28:2612-2619. [PMID: 37221367 DOI: 10.1038/s41380-023-02110-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 04/27/2023] [Accepted: 05/05/2023] [Indexed: 05/25/2023]
Abstract
The etiology of anorexia nervosa (AN) remains elusive. Recent genome-wide association studies identified the first genes liked to AN which reached genome-wide significance, although our understanding of how these genes confer risk remains preliminary. Here, we leverage the Allen Human Brain Atlas to characterize the spatially distributed gene expression patterns of genes linked to AN in the non-disordered human brain, developing whole-brain maps of AN gene expression. We found that genes associated with AN are most expressed in the brain, relative to all other body tissue types, and demonstrate gene-specific expression patterns which extend to cerebellar, temporal and basal ganglia structures in particular. fMRI meta-analyses reveal that AN gene expression maps correspond with functional brain activity involved in processing and anticipating appetitive and aversive cues. Findings offer novel insights around putative mechanisms through which genes associated with AN may confer risk.
Collapse
Affiliation(s)
- Stuart B Murray
- Department of Psychiatry & Behavioral Sciences, University of Southern California, Los Angeles, CA, USA
| | - Jaroslav Rokicki
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Centre of Research and Education in Forensic Psychiatry, Oslo University Hospital, Oslo, Norway
| | - Alina M Sartorius
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Adriano Winterton
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Ole A Andreassen
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Lars T Westlye
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Jason M Nagata
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Daniel S Quintana
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway.
- Department of Psychology, University of Oslo, Oslo, Norway.
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.
- NevSom, Department of Rare Disorders and Disabilities, Oslo University Hospital, Oslo, Norway.
| |
Collapse
|
3
|
Fernández-Carrión R, Sorlí JV, Asensio EM, Pascual EC, Portolés O, Alvarez-Sala A, Francès F, Ramírez-Sabio JB, Pérez-Fidalgo A, Villamil LV, Tinahones FJ, Estruch R, Ordovas JM, Coltell O, Corella D. DNA-Methylation Signatures of Tobacco Smoking in a High Cardiovascular Risk Population: Modulation by the Mediterranean Diet. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3635. [PMID: 36834337 PMCID: PMC9964856 DOI: 10.3390/ijerph20043635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/15/2023] [Accepted: 02/16/2023] [Indexed: 06/18/2023]
Abstract
Biomarkers based on DNA methylation are relevant in the field of environmental health for precision health. Although tobacco smoking is one of the factors with a strong and consistent impact on DNA methylation, there are very few studies analyzing its methylation signature in southern European populations and none examining its modulation by the Mediterranean diet at the epigenome-wide level. We examined blood methylation smoking signatures on the EPIC 850 K array in this population (n = 414 high cardiovascular risk subjects). Epigenome-wide methylation studies (EWASs) were performed analyzing differential methylation CpG sites by smoking status (never, former, and current smokers) and the modulation by adherence to a Mediterranean diet score was explored. Gene-set enrichment analysis was performed for biological and functional interpretation. The predictive value of the top differentially methylated CpGs was analyzed using receiver operative curves. We characterized the DNA methylation signature of smoking in this Mediterranean population by identifying 46 differentially methylated CpGs at the EWAS level in the whole population. The strongest association was observed at the cg21566642 (p = 2.2 × 10-32) in the 2q37.1 region. We also detected other CpGs that have been consistently reported in prior research and discovered some novel differentially methylated CpG sites in subgroup analyses. In addition, we found distinct methylation profiles based on the adherence to the Mediterranean diet. Particularly, we obtained a significant interaction between smoking and diet modulating the cg5575921 methylation in the AHRR gene. In conclusion, we have characterized biomarkers of the methylation signature of tobacco smoking in this population, and suggest that the Mediterranean diet can increase methylation of certain hypomethylated sites.
Collapse
Affiliation(s)
- Rebeca Fernández-Carrión
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - José V. Sorlí
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Eva M. Asensio
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Eva C. Pascual
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
| | - Olga Portolés
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Andrea Alvarez-Sala
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
| | - Francesc Francès
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | | | - Alejandro Pérez-Fidalgo
- Department of Medical Oncology, University Clinic Hospital of Valencia, 46010 Valencia, Spain
- Biomedical Research Networking Centre on Cancer (CIBERONC), Health Institute Carlos III, 28029 Madrid, Spain
- INCLIVA Biomedical Research Institute, 46010 Valencia, Spain
| | - Laura V. Villamil
- Department of Physiology, School of Medicine, University Antonio Nariño, Bogotá 111511, Colombia
| | - Francisco J. Tinahones
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, 29590 Málaga, Spain
| | - Ramon Estruch
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Internal Medicine, Institut d’Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Hospital Clinic, University of Barcelona, 08036 Barcelona, Spain
| | - Jose M. Ordovas
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Nutrition and Genomics Laboratory, JM-USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA 02111, USA
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, UAM + CSIC, 28049 Madrid, Spain
| | - Oscar Coltell
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Department of Computer Languages and Systems, Universitat Jaume I, 12071 Castellón, Spain
| | - Dolores Corella
- Department of Preventive Medicine and Public Health, School of Medicine, University of Valencia, 46010 Valencia, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición, Instituto de Salud Carlos III, 28029 Madrid, Spain
| |
Collapse
|
4
|
Dauar MT, Labonté A, Picard C, Miron J, Rosa-Neto P, Zetterberg H, Blennow K, Villeneuve S, Poirier J. Characterization of the contactin 5 protein and its risk-associated polymorphic variant throughout the Alzheimer's disease spectrum. Alzheimers Dement 2022. [PMID: 36583624 DOI: 10.1002/alz.12868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 10/04/2022] [Accepted: 10/17/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION We investigate the CNTN5 rs1461684 G variant and the contactin 5 protein in sporadic Alzheimer's disease (sAD). METHODS Contactin 5, sAD biomarkers, and synaptic markers were measured in the cerebrospinal fluid (CSF). Amyloid and tau deposition were assessed using positron emission tomography. Contactin 5 protein and mRNA levels were measured in brain tissue. RESULTS CSF contactin 5 increases progressively in cognitively unimpaired individuals and is decreased in mild cognitive impairment and sAD. CSF contactin 5 correlates with sAD biomarkers and with synaptic markers. The rs1461684 G variant associates with faster disease progression in cognitively unimpaired subjects. Cortical full-length and isoform 3 CNTN5 mRNAs are decreased in the presence of the G allele and as a function of Consortium to Establish a Registry for Alzheimer's Disease stages. DISCUSSION The newly identified rs1461684 G variant associates with sAD risk, rate of disease progression, and gene expression. Contactin 5 protein and mRNA are affected particularly in the early stages of the disease.
Collapse
Affiliation(s)
- Marina Tedeschi Dauar
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,CAPES Foundation, Ministry of Education of Brazil, Brasília, Brazil
| | - Anne Labonté
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada
| | - Cynthia Picard
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada
| | - Justin Miron
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada
| | - Pedro Rosa-Neto
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK.,UK Dementia Research Institute at UCL, London, UK.,Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Sylvia Villeneuve
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| | - Judes Poirier
- Douglas Mental Health University Institute, Montréal, Canada.,Centre for the Studies in the Prevention of Alzheimer's, Douglas Mental Health University Institute, Montréal, Canada.,McGill University, Montréal, Canada.,Department of Psychiatry, McGill University, Montréal, Canada
| |
Collapse
|
5
|
Huckins LM, Signer R, Johnson J, Wu YK, Mitchell KS, Bulik CM. What next for eating disorder genetics? Replacing myths with facts to sharpen our understanding. Mol Psychiatry 2022; 27:3929-3938. [PMID: 35595976 PMCID: PMC9718676 DOI: 10.1038/s41380-022-01601-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 04/20/2022] [Accepted: 04/26/2022] [Indexed: 02/07/2023]
Abstract
Substantial progress has been made in the understanding of anorexia nervosa (AN) and eating disorder (ED) genetics through the efforts of large-scale collaborative consortia, yielding the first genome-wide significant loci, AN-associated genes, and insights into metabo-psychiatric underpinnings of the disorders. However, the translatability, generalizability, and reach of these insights are hampered by an overly narrow focus in our research. In particular, stereotypes, myths, assumptions and misconceptions have resulted in incomplete or incorrect understandings of ED presentations and trajectories, and exclusion of certain patient groups from our studies. In this review, we aim to counteract these historical imbalances. Taking as our starting point the Academy for Eating Disorders (AED) Truth #5 "Eating disorders affect people of all genders, ages, races, ethnicities, body shapes and weights, sexual orientations, and socioeconomic statuses", we discuss what we do and do not know about the genetic underpinnings of EDs among people in each of these groups, and suggest strategies to design more inclusive studies. In the second half of our review, we outline broad strategic goals whereby ED researchers can expand the diversity, insights, and clinical translatability of their studies.
Collapse
Affiliation(s)
- Laura M Huckins
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Mental Illness Research, Education and Clinical Centers, James J. Peters Department of Veterans Affairs Medical Center, Bronx, NY, 14068, USA
| | - Rebecca Signer
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Jessica Johnson
- Pamela Sklar Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ya-Ke Wu
- School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Karen S Mitchell
- National Center for PTSD at VA Boston Healthcare System, Boston, MA, USA
- Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| | - Cynthia M Bulik
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| |
Collapse
|
6
|
MacDermod C, Pettie MA, Carrino EA, Garcia SC, Padalecki S, Finch JE, Sanzari C, Kennedy HL, Pawar PS, Mcgough MM, Iwashita A, Takgbajouah M, Coan D, Szakasits L, Goode RW, Wu Y, Reyes‐Rodríguez ML, Vacuán EMTC, Kennedy MA, Cleland L, Jordan J, Maguire S, Guintivano JD, Giusti‐Rodríguez P, Baker JH, Thornton LM, Bulik CM. Recommendations to encourage participation of individuals from diverse backgrounds in psychiatric genetic studies. Am J Med Genet B Neuropsychiatr Genet 2022; 189:163-173. [PMID: 35785430 PMCID: PMC9542122 DOI: 10.1002/ajmg.b.32906] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 04/04/2022] [Accepted: 06/14/2022] [Indexed: 11/21/2022]
Abstract
We present innovative research practices in psychiatric genetic studies to ensure representation of individuals from diverse ancestry, sex assigned at birth, gender identity, age, body shape and size, and socioeconomic backgrounds. Due to histories of inappropriate and harmful practices against marginalized groups in both psychiatry and genetics, people of certain identities may be hesitant to participate in research studies. Yet their participation is essential to ensure diverse representation, as it is incorrect to assume that the same genetic and environmental factors influence the risk for various psychiatric disorders across all demographic groups. We present approaches developed as part of the Eating Disorders Genetics Initiative (EDGI), a study that required tailored approaches to recruit diverse populations across many countries. Considerations include research priorities and design, recruitment and study branding, transparency, and community investment and ownership. Ensuring representation in participants is costly and funders need to provide adequate support to achieve diversity in recruitment in prime awards, not just as supplemental afterthoughts. The need for diverse samples in genetic studies is critical to minimize the risk of perpetuating health disparities in psychiatry and other health research. Although the EDGI strategies were designed specifically to attract and enroll individuals with eating disorders, our approach is broadly applicable across psychiatry and other fields.
Collapse
Affiliation(s)
- Casey MacDermod
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Michaela A. Pettie
- Department of Pathology and Biomedical ScienceUniversity of OtagoChristchurchNew Zealand
| | - Emily A. Carrino
- Department of Psychology and NeuroscienceUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Susana Cruz Garcia
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of PsychologyUniversity at Albany, State University of New YorkAlbanyNew YorkUSA
| | - Sophie Padalecki
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Elon UniversityElonNorth CarolinaUSA
| | - Jody E. Finch
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of PsychologyGeorgia State UniversityAtlantaGeorgiaUSA
| | - Christina Sanzari
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of PsychologyUniversity at Albany, State University of New YorkAlbanyNew YorkUSA
| | - Hannah L. Kennedy
- Department of Psychological MedicineUniversity of OtagoChristchurchNew Zealand
| | - Pratiksha S. Pawar
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Dr. D. Y. Patil Biotechnology & Bioinformatics InstituteDr. D. Y. Patil VidyapeethPuneIndia
| | | | - Ava Iwashita
- Crystal Springs Uplands SchoolHillsboroughCaliforniaUSA
| | - Mary Takgbajouah
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of PsychologyDePaul UniversityChicagoIllinoisUSA
| | - Danielle Coan
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of Social WorkNorth Carolina State UniversityRaleighNorth CarolinaUSA
| | - Lindsey Szakasits
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of PsychiatryCampbell UniversityBules CreekNorth CarolinaUSA
| | - Rachel W. Goode
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,School of Social WorkUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Ya‐Ke Wu
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,School of NursingUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | - Eva María Trujillo Chi Vacuán
- Comenzar de Nuevo Eating Disorders Treatment and Research CenterMonterreyMexico,Department of PediatricsSchool of Medicine and Health Sciences Tec SaludMonterreyMexico
| | - Martin A. Kennedy
- Department of Pathology and Biomedical ScienceUniversity of OtagoChristchurchNew Zealand
| | - Lana Cleland
- Department of Psychological MedicineUniversity of OtagoChristchurchNew Zealand
| | - Jennifer Jordan
- Department of Psychological MedicineUniversity of OtagoChristchurchNew Zealand
| | - Sarah Maguire
- Inside Out Institute for Eating DisordersSydneyAustralia,Faculty of Medicine and HealthUniversity of SydneySydneyAustralia
| | - Jerry D. Guintivano
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | - Jessica H. Baker
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Laura M. Thornton
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Cynthia M. Bulik
- Department of PsychiatryUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of NutritionUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA,Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| |
Collapse
|
7
|
Further insight into the global variability of the OCA2-HERC2 locus for human pigmentation from multiallelic markers. Sci Rep 2021; 11:22530. [PMID: 34795370 PMCID: PMC8602267 DOI: 10.1038/s41598-021-01940-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 11/02/2021] [Indexed: 11/20/2022] Open
Abstract
The OCA2-HERC2 locus is responsible for the greatest proportion of eye color variation in humans. Numerous studies extensively described both functional SNPs and associated patterns of variation over this region. The goal of our study is to examine how these haplotype structures and allelic associations vary when highly variable markers such as microsatellites are used. Eleven microsatellites spanning 357 Kb of OCA2-HERC2 genes are analyzed in 3029 individuals from worldwide populations. We found that several markers display large differences in allele frequency (10% to 35% difference) among Europeans, East Asians and Africans. In Europe, the alleles showing increased frequency can also discriminate individuals with (IrisPlex) predicted blue and brown eyes. Distinct haplotypes are identified around the variants C and T of the functional SNP rs12913832 (associated to blue eyes), with linkage disequilibrium r2 values significant up to 237 Kb. The haplotype carrying the allele rs12913832 C has high frequency (76%) in blue eye predicted individuals (30% in brown eye predicted individuals), while the haplotype associated to the allele rs12913832 T is restricted to brown eye predicted individuals. Finally, homozygosity values reach levels of 91% near rs12913832. Odds ratios show values of 4.2, 7.4 and 10.4 for four markers around rs12913832 and 7.1 for their core haplotype. Hence, this study provides an example on the informativeness of multiallelic markers that, despite their current limited potential contribution to forensic eye color prediction, supports the use of microsatellites for identifying causing variants showing similar genetic features and history.
Collapse
|
8
|
de Jorge Martínez C, Rukh G, Williams MJ, Gaudio S, Brooks S, Schiöth HB. Genetics of anorexia nervosa: an overview of genome-wide association studies and emerging biological links. J Genet Genomics 2021; 49:1-12. [PMID: 34634498 DOI: 10.1016/j.jgg.2021.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 09/28/2021] [Accepted: 09/28/2021] [Indexed: 12/29/2022]
Abstract
Anorexia nervosa (AN) is a complex disorder with a strong genetic component. Comorbidities are frequent and there is substantial overlap with other disorders. The lack of understanding of the molecular and neuroanatomical causes has made it difficult to develop effective treatments and it is often difficult to treat in clinical practice. Recent advances in genetics have changed our understanding of polygenic diseases, increasing the possibility of understanding better how molecular pathways are intertwined. This review synthetizes the current state of genetic research providing an overview of genome-wide association studies (GWAS) findings in AN as well as overlap with other disorders, traits, pathways, and imaging results. This paper also discusses the different putative global pathways that are contributing to the disease including the evidence for metabolic and psychiatric origin of the disease.
Collapse
Affiliation(s)
| | - Gull Rukh
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden.
| | - Michael J Williams
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden
| | - Santino Gaudio
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Samantha Brooks
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; School of Psychology, Faculty of Health, Liverpool John Moores University, UK; Department of Psychology, School of Human and Community Development, University of the Witwatersrand, Johannesburg, South Africa
| | - Helgi B Schiöth
- Department of Neuroscience, Functional Pharmacology, Uppsala University, Uppsala, Sweden; Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia
| |
Collapse
|
9
|
Abstract
Enabled by advances in high throughput genomic sequencing and an unprecedented level of global data sharing, molecular genetic research is beginning to unlock the biological basis of eating disorders. This invited review provides an overview of genetic discoveries in eating disorders in the genome-wide era. To date, five genome-wide association studies on eating disorders have been conducted - all on anorexia nervosa (AN). For AN, several risk loci have been detected, and ~11-17% of the heritability has been accounted for by common genetic variants. There is extensive genetic overlap between AN and psychological traits, especially obsessive-compulsive disorder, and intriguingly, with metabolic phenotypes even after adjusting for body mass index (BMI) risk variants. Furthermore, genetic risk variants predisposing to lower BMI may be causal risk factors for AN. Causal genes and biological pathways of eating disorders have yet to be elucidated and will require greater sample sizes and statistical power, and functional follow-up studies. Several studies are underway to recruit individuals with bulimia nervosa and binge-eating disorder to enable further genome-wide studies. Data collections and research labs focused on the genetics of eating disorders have joined together in a global effort with the Psychiatric Genomics Consortium. Molecular genetics research in the genome-wide era is improving knowledge about the biology behind the established heritability of eating disorders. This has the potential to offer new hope for understanding eating disorder etiology and for overcoming the therapeutic challenges that confront the eating disorder field.
Collapse
Affiliation(s)
- Hunna J. Watson
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Paediatrics, School of Medicine, The University of Western Australia, Perth, Australia
- School of Psychology, Curtin University, Perth, Australia
| | - Alish B. Palmos
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
| | - Avina Hunjan
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
- National Institute for Health Research (NIHR) Biomedical Research Centre for Mental Health, South London and Maudsley National Health Service (NHS) Trust, London, United Kingdom
| | - Jessica H Baker
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Zeynep Yilmaz
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- National Centre for Register-based Research, Aarhus BSS, Aarhus University, Aarhus, Denmark
- Department of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Helena L. Davies
- Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, United Kingdom
| |
Collapse
|
10
|
Hamatani S, Hirano Y, Sugawara A, Isobe M, Kodama N, Yoshihara K, Moriguchi Y, Ando T, Endo Y, Takahashi J, Nohara N, Takamura T, Hori H, Noda T, Tose K, Watanabe K, Adachi H, Gondo M, Takakura S, Fukudo S, Shimizu E, Yoshiuchi K, Sato Y, Sekiguchi A. Eating Disorder Neuroimaging Initiative (EDNI): a multicentre prospective cohort study protocol for elucidating the neural effects of cognitive-behavioural therapy for eating disorders. BMJ Open 2021; 11:e042685. [PMID: 33495256 PMCID: PMC7839914 DOI: 10.1136/bmjopen-2020-042685] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION Anorexia nervosa is a refractory psychiatric disorder with a mortality rate of 5.9% and standardised mortality ratio of 5.35, which is much higher than other psychiatric disorders. The standardised mortality ratio of bulimia nervosa is 1.49; however, it is characterised by suicidality resulting in a shorter time to death. While there is no current validated drug treatment for eating disorders in Japan, cognitive-behavioural therapy (CBT) is a well-established and commonly used treatment. CBT is also recommended in the Japanese Guidelines for the Treatment of Eating Disorders (2012) and has been covered by insurance since 2018. However, the neural mechanisms responsible for the effect of CBT have not been elucidated, and the use of biomarkers such as neuroimaging data would be beneficial. METHODS AND ANALYSIS The Eating Disorder Neuroimaging Initiative is a multisite prospective cohort study. We will longitudinally collect data from 72 patients with eating disorders (anorexia nervosa and bulimia nervosa) and 70 controls. Data will be collected at baseline, after 21-41 sessions of CBT and 12 months later. We will assess longitudinal changes in neural circuit function, clinical data, gene expression and psychological measures by therapeutic intervention and analyse the relationship among them using machine learning methods. ETHICS AND DISSEMINATION The study was approved by The Ethical Committee of the National Center of Neurology and Psychiatry (A2019-072). We will obtain written informed consent from all patients who participate in the study after they had been fully informed about the study protocol. All imaging, demographic and clinical data are shared between the participating sites and will be made publicly available in 2024. TRIAL REGISTRATION NUMBER UMIN000039841.
Collapse
Affiliation(s)
- Sayo Hamatani
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Yoshiyuki Hirano
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- United Graduate School of Child Development, Osaka University, Kanazawa University, Hamamatsu University School of Medicine, Chiba University and University of Fukui, Chiba, Japan
| | - Ayako Sugawara
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Masanori Isobe
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Naoki Kodama
- Division of Psychosomatic Medicine, Department of Neurology, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Kazufumi Yoshihara
- Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshiya Moriguchi
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Tetsuya Ando
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Yuka Endo
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
| | - Jumpei Takahashi
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
| | - Nobuhiro Nohara
- Department of Stress Sciences and Psychosomatic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Tsunehiko Takamura
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Hiroaki Hori
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Tomomi Noda
- Japan Society for the Promotion of Science, Tokyo, Japan
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Keima Tose
- Department of Psychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Keita Watanabe
- Department of Radiology, University of Occupational and Environmental Health School of Medicine, Kitakyushu, Japan
| | - Hiroaki Adachi
- Division of Psychosomatic Medicine, Department of Neurology, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Motoharu Gondo
- Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Department of Psychosomatic Medicine, Kitakyushu Municipal Medical Center, Fukuoka, Japan
| | - Shu Takakura
- Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Shin Fukudo
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
- Department of Behavioral Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Eiji Shimizu
- Research Center for Child Mental Development, Chiba University, Chiba, Japan
- Department of Cognitive Behavioral Physiology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Kazuhiro Yoshiuchi
- Department of Stress Sciences and Psychosomatic Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yasuhiro Sato
- Department of Psychosomatic Medicine, Tohoku University Hospital, Sendai, Japan
| | - Atsushi Sekiguchi
- Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| |
Collapse
|
11
|
Bulik CM. Eating disorders genetics in Asia. Int J Eat Disord 2020; 54:10.1002/eat.23445. [PMID: 33349947 PMCID: PMC8209113 DOI: 10.1002/eat.23445] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/06/2020] [Accepted: 12/06/2020] [Indexed: 11/07/2022]
Abstract
A complete understanding of the genetic architecture of eating disorders requires adequately large sample sizes from individuals of all ancestries. Failure to include representative samples truncates understanding and may even exacerbate health disparities. Several countries in Asia have made rich contributions in psychiatric genetics; however, the eating disorders field requires concerted global efforts to increase representation from Asian ancestry populations to ensure that our global efforts accurately reflect the true distribution of eating disorders around the world and across ancestries.
Collapse
Affiliation(s)
- Cynthia M Bulik
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
12
|
Li GS, Liu WW, Zhang F, Zhu F, Yang FX, Hao JP, Hou ZC. Genome-wide association study of bone quality and feed efficiency-related traits in Pekin ducks. Genomics 2020; 112:5021-5028. [PMID: 32927007 DOI: 10.1016/j.ygeno.2020.09.023] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 08/26/2020] [Accepted: 09/08/2020] [Indexed: 12/14/2022]
Abstract
Feeding and bone traits are vital for breeding and reproduction in the commercial duck industry. In this study, we performed a genome-wide association study for feeding and bone traits in a population of 540 lean-type Pekin ducks, followed by genotyping-by-sequencing procedures. The genetic parameters of feeding and bone traits were also estimated using genomic information. In total, seventy-eight significant SNPs were determined, and eleven of them reached the genome-wide significant level for 7 traits except for body weight at 42-day old. A peak of genome-wide significant SNPs was detected on chromosome 2 for feed conversion ratio (P-value = 7.46E-11), and the top SNP (P-value = 2.23E-08) for bone-breaking strength was also obtained in the upstream of gene RAPGEF5. This study provided a list of novel markers and candidate genes associated with feeding and bone traits in Pekin ducks, which could contribute to the genetic selection in duck breeding.
Collapse
Affiliation(s)
- Guang-Sheng Li
- National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Wei-Wei Liu
- National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Fan Zhang
- National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | - Feng Zhu
- National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China
| | | | | | - Zhuo-Cheng Hou
- National Engineering Laboratory for Animal Breeding and Key Laboratory of Animal Genetics, Breeding and Reproduction, MARA; College of Animal Science and Technology, China Agricultural University, Beijing 100193, China.
| |
Collapse
|
13
|
Paolacci S, Kiani AK, Manara E, Beccari T, Ceccarini MR, Stuppia L, Chiurazzi P, Dalla Ragione L, Bertelli M. Genetic contributions to the etiology of anorexia nervosa: New perspectives in molecular diagnosis and treatment. Mol Genet Genomic Med 2020; 8:e1244. [PMID: 32368866 PMCID: PMC7336737 DOI: 10.1002/mgg3.1244] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 03/19/2020] [Indexed: 12/12/2022] Open
Abstract
Background Anorexia nervosa is a multifactorial eating disorder that manifests with self‐starvation, extreme anxiety, hyperactivity, and amenorrhea. Long‐term effects include organ failure, disability, and in extreme cases, even death. Methods Through a literature search, here we summarize what is known about the molecular etiology of anorexia nervosa and propose genetic testing for this condition. Results Anorexia nervosa often has a familial background and shows strong heritability. Various genetic studies along with genome‐wide association studies have identified several genetic loci involved in molecular pathways that might lead to anorexia. Conclusion Anorexia nervosa is an eating disorder with a strong genetic component that contributes to its etiology. Various genetic approaches might help in the molecular diagnosis of this disease and in devising novel therapeutic options. Anorexia nervosa is a multifactorial eating disorder with a strong genetic component that manifests with self‐starvation, extreme anxiety, hyperactivity, and amenorrhea. Through a literature search, here we summarize what is known about the molecular etiology of anorexia nervosa and propose genetic testing for this condition.
Collapse
Affiliation(s)
| | | | | | - Tommaso Beccari
- Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy
| | | | - Liborio Stuppia
- Department of Psychological, Health and Territorial Sciences, School of Medicine and Health Sciences, "G. d'Annunzio" University, Chieti, Italy
| | - Pietro Chiurazzi
- Istituto di Medicina Genomica, Università Cattolica del Sacro Cuore, Rome, Italy.,UOC Genetica Medica, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Laura Dalla Ragione
- Center for the Treatment of Eating Disorders, Residenza Palazzo Francisci, Todi, Perugia, Italy
| | - Matteo Bertelli
- MAGI'S LAB, Rovereto, Trento, Italy.,MAGI EUREGIO, Bolzano, Italy.,EBTNA-LAB, Rovereto, Trento, Italy
| |
Collapse
|
14
|
|
15
|
Kawamura Y, Nakaoka H, Nakayama A, Okada Y, Yamamoto K, Higashino T, Sakiyama M, Shimizu T, Ooyama H, Ooyama K, Nagase M, Hidaka Y, Shirahama Y, Hosomichi K, Nishida Y, Shimoshikiryo I, Hishida A, Katsuura-Kamano S, Shimizu S, Kawaguchi M, Uemura H, Ibusuki R, Hara M, Naito M, Takao M, Nakajima M, Iwasawa S, Nakashima H, Ohnaka K, Nakamura T, Stiburkova B, Merriman TR, Nakatochi M, Ichihara S, Yokota M, Takada T, Saitoh T, Kamatani Y, Takahashi A, Arisawa K, Takezaki T, Tanaka K, Wakai K, Kubo M, Hosoya T, Ichida K, Inoue I, Shinomiya N, Matsuo H. Genome-wide association study revealed novel loci which aggravate asymptomatic hyperuricaemia into gout. Ann Rheum Dis 2019; 78:1430-1437. [PMID: 31289104 PMCID: PMC6788923 DOI: 10.1136/annrheumdis-2019-215521] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 05/20/2019] [Accepted: 05/21/2019] [Indexed: 01/06/2023]
Abstract
Objective The first ever genome-wide association study (GWAS) of clinically defined gout cases and asymptomatic hyperuricaemia (AHUA) controls was performed to identify novel gout loci that aggravate AHUA into gout. Methods We carried out a GWAS of 945 clinically defined gout cases and 1003 AHUA controls followed by 2 replication studies. In total, 2860 gout cases and 3149 AHUA controls (all Japanese men) were analysed. We also compared the ORs for each locus in the present GWAS (gout vs AHUA) with those in the previous GWAS (gout vs normouricaemia). Results This new approach enabled us to identify two novel gout loci (rs7927466 of CNTN5 and rs9952962 of MIR302F) and one suggestive locus (rs12980365 of ZNF724) at the genome-wide significance level (p<5.0×10–8). The present study also identified the loci of ABCG2, ALDH2 and SLC2A9. One of them, rs671 of ALDH2, was identified as a gout locus by GWAS for the first time. Comparing ORs for each locus in the present versus the previous GWAS revealed three ‘gout vs AHUA GWAS’-specific loci (CNTN5, MIR302F and ZNF724) to be clearly associated with mechanisms of gout development which distinctly differ from the known gout risk loci that basically elevate serum uric acid level. Conclusions This meta-analysis is the first to reveal the loci associated with crystal-induced inflammation, the last step in gout development that aggravates AHUA into gout. Our findings should help to elucidate the molecular mechanisms of gout development and assist the prevention of gout attacks in high-risk AHUA individuals.
Collapse
Affiliation(s)
- Yusuke Kawamura
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan.,Department of General Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Hirofumi Nakaoka
- Division of Human Genetics, Department of Integrated Genetics, National Institute of Genetics, Mishima, Shizuoka, Japan
| | - Akiyoshi Nakayama
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan.,Medical Squadron, Air Base Group, Western Aircraft Control and Warning Wing, Japan Air Self-Defense Force, Kasuga, Fukuoka, Japan
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, Suita, Osaka, Japan.,Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan.,Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, Osaka, Japan
| | - Ken Yamamoto
- Department of Medical Biochemistry, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Toshihide Higashino
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Masayuki Sakiyama
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan.,Department of Defense Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Toru Shimizu
- Midorigaoka Hospital, Takatsuki, Osaka, Japan.,Kyoto Industrial Health Association, Kyoto, Japan
| | | | | | | | | | - Yuko Shirahama
- Department of Medical Biochemistry, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Kazuyoshi Hosomichi
- Department of Bioinformatics and Genomics, Graduate School of Advanced Preventive Medical Sciences, Kanazawa University, Kanazawa, Ishikawa, Japan
| | - Yuichiro Nishida
- Department of Preventive Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Ippei Shimoshikiryo
- Department of International Island and Community Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Asahi Hishida
- Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Sakurako Katsuura-Kamano
- Department of Preventive Medicine, Institute of Health Biosciences, the University of Tokushima Graduate School, Tokushima, Japan
| | - Seiko Shimizu
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Makoto Kawaguchi
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan.,Department of Urology, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Hirokazu Uemura
- Department of Preventive Medicine, Institute of Health Biosciences, the University of Tokushima Graduate School, Tokushima, Japan
| | - Rie Ibusuki
- Department of International Island and Community Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Megumi Hara
- Department of Preventive Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Mariko Naito
- Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan.,Department of Oral Epidemiology, Hiroshima University Graduate School of Biomedical & Health Sciences, Hiroshima, Japan
| | - Mikiya Takao
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan.,Department of Surgery, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Mayuko Nakajima
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Satoko Iwasawa
- Department of Preventive Medicine and Public Health, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Hiroshi Nakashima
- Department of Preventive Medicine and Public Health, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Keizo Ohnaka
- Department of Geriatric Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takahiro Nakamura
- Laboratory for Mathematics, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Blanka Stiburkova
- Institute of Rheumatology, Prague, Czech Republic.,Department of Pediatrics and Adolescent Medicine, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Tony R Merriman
- Department of Biochemisty, University of Otago, Dunedin, New Zealand
| | - Masahiro Nakatochi
- Data Science Division, Data Coordinating Center, Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Sahoko Ichihara
- Department of Environmental and Preventive Medicine, Jichi Medical University School of Medicine, Shimotsuke, Tochigi, Japan
| | - Mitsuhiro Yokota
- Department of Genome Science, School of Dentistry, Aichi Gakuin University, Nagoya, Aichi, Japan
| | - Tappei Takada
- Department of Pharmacy, the University of Tokyo Hospital, Tokyo, Japan
| | - Tatsuya Saitoh
- Laboratory of Bioresponse Regulation, Graduate School of Pharmaceutical Sciences, Osaka University, Suita, Osaka, Japan.,Division of Inflammation Biology, Institute for Enzyme Research, Tokushima University, Tokushima, Japan
| | - Yoichiro Kamatani
- Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan.,Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Atsushi Takahashi
- Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan.,Department of Genomic Medicine, Research Institute, National Cerebral and Cardiovascular Center, Suita, Osaka, Japan
| | - Kokichi Arisawa
- Department of Preventive Medicine, Institute of Health Biosciences, the University of Tokushima Graduate School, Tokushima, Japan
| | - Toshiro Takezaki
- Department of International Island and Community Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan
| | - Keitaro Tanaka
- Department of Preventive Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kenji Wakai
- Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Yokohama, Kanagawa, Japan
| | - Tatsuo Hosoya
- Division of Kidney and Hypertension, Department of Internal Medicine, Jikei University School of Medicine, Minato-ku, Tokyo, Japan.,Department of Pathophysiology and Therapy in Chronic Kidney Disease, Jikei University School of Medicine, Minato-ku, Tokyo, Japan
| | - Kimiyoshi Ichida
- Division of Kidney and Hypertension, Department of Internal Medicine, Jikei University School of Medicine, Minato-ku, Tokyo, Japan.,Department of Pathophysiology, Tokyo University of Pharmacy and Life Sciences, Hachioji, Tokyo, Japan
| | - Ituro Inoue
- Division of Human Genetics, Department of Integrated Genetics, National Institute of Genetics, Mishima, Shizuoka, Japan
| | - Nariyoshi Shinomiya
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| | - Hirotaka Matsuo
- Department of Integrative Physiology and Bio-Nano Medicine, National Defense Medical College, Tokorozawa, Saitama, Japan
| |
Collapse
|
16
|
Nedic Erjavec G, Svob Strac D, Tudor L, Konjevod M, Sagud M, Pivac N. Genetic Markers in Psychiatry. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1192:53-93. [PMID: 31705490 DOI: 10.1007/978-981-32-9721-0_4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Psychiatric disorders such as addiction (substance use and addictive disorders), depression, eating disorders, schizophrenia, and post-traumatic stress disorder (PTSD) are severe, complex, multifactorial mental disorders that carry a high social impact, enormous public health costs, and various comorbidities as well as premature morbidity. Their neurobiological foundation is still not clear. Therefore, it is difficult to uncover new set of genes and possible genetic markers of these disorders since the understanding of the molecular imbalance leading to these disorders is not complete. The integrative approach is needed which will combine genomics and epigenomics; evaluate epigenetic influence on genes and their influence on neuropeptides, neurotransmitters, and hormones; examine gene × gene and gene × environment interplay; and identify abnormalities contributing to development of these disorders. Therefore, novel genetic approaches based on systems biology focused on improvement of the identification of the biological underpinnings might offer genetic markers of addiction, depression, eating disorders, schizophrenia, and PTSD. These markers might be used for early prediction, detection of the risk to develop these disorders, novel subtypes of the diseases and tailored, personalized approach to therapy.
Collapse
Affiliation(s)
- Gordana Nedic Erjavec
- Division of Molecular Medicine, Rudjer Boskovic Institute, Bijenicka 54, HR-10000, Zagreb, Croatia
| | - Dubravka Svob Strac
- Division of Molecular Medicine, Rudjer Boskovic Institute, Bijenicka 54, HR-10000, Zagreb, Croatia
| | - Lucija Tudor
- Division of Molecular Medicine, Rudjer Boskovic Institute, Bijenicka 54, HR-10000, Zagreb, Croatia
| | - Marcela Konjevod
- Division of Molecular Medicine, Rudjer Boskovic Institute, Bijenicka 54, HR-10000, Zagreb, Croatia
| | - Marina Sagud
- School of Medicine, University of Zagreb, Salata 2, HR-10000, Zagreb, Croatia
- Department of Psychiatry, University Hospital Centre Zagreb, Kispaticeva 12, HR-10000, Zagreb, Croatia
| | - Nela Pivac
- Division of Molecular Medicine, Rudjer Boskovic Institute, Bijenicka 54, HR-10000, Zagreb, Croatia.
| |
Collapse
|
17
|
Riley DG, Gill CA, Boldt CR, Funkhouser RR, Herring AD, Riggs PK, Sawyer JE, Lunt DK, Sanders JO. Crossbred steer temperament as yearlings and whole genome association of steer temperament as yearlings and calf temperament post-weaning. J Anim Sci 2017; 94:1408-14. [PMID: 27136000 DOI: 10.2527/jas.2015-0041] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
cattle often have the reputation for a poor or dangerous temperament. Identification of genomic regions that associate with temperament of such cattle may be useful for genetic improvement strategies. The objectives of this study were to evaluate subjective temperament scores (1 to 9; higher scores indicated more unfavorable temperament) for aggressiveness, nervousness, flightiness, gregariousness, and overall temperament of one-half steers in feedlot conditions at 1 yr of age and compare those scores of those steers when evaluated approximately 1 mo postweaning, and conduct whole genome association analyses using SNP markers and the temperament traits of those steers at 1 yr of age and for temperament traits of all calves at weaning. Contemporary groups ( < 0.001) were steers born in the same year and season, and fed in the same feedlot pen. Aggressiveness of steers at 1 yr of age was not associated with aggressiveness at weaning (linear regression coefficient did not differ from 0; = 0.96), but regressions of all other yearling scores of steers on the scores at weaning were positive (coefficients ranged from 0.26 ± 0.04 to 0.32 ± 0.04; < 0.001). Estimates of Pearson correlation coefficients (using unadjusted values and residual values) of the different traits measured at 1 yr of age were large ( > 0.63; < 0.008) except for aggressiveness with nervousness, flightiness, or gregariousness, which did not differ from 0 ( > 0.1). Five SNP on BTA 1, 24, and 29 had suggestive associations (0.17 < [adjusted for FDR] < 0.24) with aggressiveness, nervousness, or flightiness at evaluation postweaning and 13 SNP on 11 chromosomes had suggestive associations (0.07 < [adjusted for FDR] < 0.24) with aggressiveness, nervousness, flightiness, or overall temperament score of steers at 1 yr of age. Genes close to these loci with roles in neural systems of various organisms included synaptotagmin 4 (BTA 24), FAT atypical cadhedrin 3 (BTA 29), tubulin tyrosine ligase-like 1 (BTA 5), spermatogenesis associated 17 (BTA 16), stanniocalcin 2 (BTA 20), and GABA receptor γ 3 (BTA 21).
Collapse
|
18
|
Kleijer KTE, van Nieuwenhuize D, Spierenburg HA, Gregorio-Jordan S, Kas MJH, Burbach JPH. Structural abnormalities in the primary somatosensory cortex and a normal behavioral profile in Contactin-5 deficient mice. Cell Adh Migr 2017; 12:5-18. [PMID: 28346043 PMCID: PMC5810773 DOI: 10.1080/19336918.2017.1288788] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Contactin-5 (Cntn5) is an immunoglobulin cell adhesion molecule that is exclusively expressed in the central nervous system. In view of its association with neurodevelopmental disorders, particularly autism spectrum disorder (ASD), this study focused on Cntn5-positive areas in the forebrain and aimed to explore the morphological and behavioral phenotypes of the Cntn5 null mutant (Cntn5−/−) mouse in relation to these areas and ASD symptomatology. A newly generated antibody enabled us to elaborately describe the spatial expression pattern of Cntn5 in P7 wild type (Cntn5+/+) mice. The Cntn5 expression pattern included strong expression in the cerebral cortex, hippocampus and mammillary bodies in addition to described previously brain nuclei of the auditory pathway and the dorsal thalamus. Thinning of the primary somatosensory (S1) cortex was found in Cntn5−/− mice and ascribed to a misplacement of Cntn5-ablated cells. This phenotype was accompanied by a reduction in the barrel/septa ratio of the S1 barrel field. The structure and morphology of the hippocampus was intact in Cntn5−/− mice. A set of behavioral experiments including social, exploratory and repetitive behaviors showed that these were unaffected in Cntn5−/− mice. Taken together, these data demonstrate a selective role of Cntn5 in development of the cerebral cortex without overt behavioral phenotypes.
Collapse
Affiliation(s)
- Kristel T E Kleijer
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| | - Denise van Nieuwenhuize
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| | - Henk A Spierenburg
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| | - Sara Gregorio-Jordan
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| | - Martien J H Kas
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| | - J Peter H Burbach
- a Department of Translational Neuroscience , Brain Centre Rudolf Magnus, University Medical Centre Utrecht , Utrecht , the Netherlands
| |
Collapse
|
19
|
Integrating multi-omics biomarkers and postprandial metabolism to develop personalized treatment for anorexia nervosa. Prostaglandins Other Lipid Mediat 2017; 132:69-76. [PMID: 28232135 DOI: 10.1016/j.prostaglandins.2017.02.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Revised: 01/26/2017] [Accepted: 02/02/2017] [Indexed: 01/15/2023]
Abstract
BACKGROUND Anorexia Nervosa (AN) is a serious mental illness characterized by emaciation, an intense fear of gaining weight despite being underweight, and distorted body image. Few treatments reverse the core symptoms in AN such as profound aversion to food and food avoidance. Consequently, AN has a chronic and relapsing course and the highest mortality rate of any psychiatric illness. A more complete understanding of the disease pathogenesis is needed in order to develop better treatments and improve AN outcome. The pathogenesis and psychopathophysiology of AN can be better elucidated by combining longitudinal phenotyping with multiple "omics" techniques, including genomics, proteomics, lipidomics, and metabolomics. DESIGN This paper summarizes the key findings of a series of interrelated studies including new experimental data and previously published data, and describes our current initiatives and future directions. RESULTS Exon sequencing data was analyzed in 1205 AN and 1948 controls. Targeted metabolomics, lipidomics, and proteomics data were collected in two independent convenience samples consisting of 75 subjects with eating disorders and 61 sex- and age-matched healthy controls. Study participants were female and the mean age was 22.9 (4.9 [SD]) years. Epoxide hydrolase 2 (EPHX2) genetic variations were significantly associated with AN risk, and epoxide hydrolase (sEH) activity was elevated in AN compared to controls. The polyunsaturated fatty acids (PUFAs) and eicosanoids data revealed that cytochrome P450 pathway was implicated in AN, and AN displayed a dysregulated postprandial metabolism of PUFAs and sEH-dependent eicosanoids. IMPLICATION AND CURRENT INITIATIVES Collectively, our data suggest that dietary factors may contribute to the burden of EPHX2-associated AN susceptibility and affect disease outcome. We are implementing new investigations using a longitudinal study design in order to validate and develop an EPHX2 multi-omics biomarker system. We will test whether sEH-associated postprandial metabolism increases AN risk and affects treatment outcome through an ω-6 rich breakfast challenge. Participants will include 100 ill AN patients, 100 recovered AN patients, and 100 age- and race-matched healthy women. These data will allow us to investigate 1) how genetic and dietary factors independently and synergistically contribute to AN risk and progression, and 2) if clinical severity and treatment response in AN are affected by sEH activity and eicosanoid dysregulation. Results of our study will 1) identify clinically relevant biomarkers, 2) unravel mechanistic functions of sEH, and 3) delineate contributory roles of dietary PUFAs and cytochrome P450 pathway eicosanoids for the purpose of developing novel AN treatments and improving disease prognosis.
Collapse
|
20
|
A current view on contactin-4, -5, and -6: Implications in neurodevelopmental disorders. Mol Cell Neurosci 2017; 81:72-83. [PMID: 28064060 DOI: 10.1016/j.mcn.2016.12.004] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 12/23/2016] [Accepted: 12/25/2016] [Indexed: 12/30/2022] Open
Abstract
Contactins (Cntns) are a six-member subgroup of the immunoglobulin cell adhesion molecule superfamily (IgCAMs) with pronounced brain expression and function. Recent genetic studies of neuropsychiatric disorders have pinpointed contactin-4 (CNTN4), contactin-5 (CNTN5) and contactin-6 (CNTN6) as candidate genes in neurodevelopmental disorders, particularly in autism spectrum disorders (ASDs), but also in intellectual disability, schizophrenia (SCZ), attention-deficit hyperactivity disorder (ADHD), bipolar disorder (BD), alcohol use disorder (AUD) and anorexia nervosa (AN). This suggests that they have important functions during neurodevelopment. This suggestion is supported by data showing that neurite outgrowth, cell survival and neural circuit formation can be affected by disruption of these genes. Here, we review the current genetic data about their involvement in neuropsychiatric disorders and explore studies on how null mutations affect mouse behavior. Finally, we highlight to role of protein-protein interactions in the potential mechanism of action of Cntn4, -5 and -6 and emphasize that complexes with other membrane proteins may play a role in neuronal developmental functions.
Collapse
|
21
|
Pirastu N, Kooyman M, Traglia M, Robino A, Willems SM, Pistis G, Amin N, Sala C, Karssen LC, Van Duijn C, Toniolo D, Gasparini P. A Genome-Wide Association Study in isolated populations reveals new genes associated to common food likings. Rev Endocr Metab Disord 2016; 17:209-19. [PMID: 27129595 DOI: 10.1007/s11154-016-9354-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Food preferences are the first factor driving food choice and thus nutrition. They involve numerous different senses such as taste and olfaction as well as various other factors such as personal experiences and hedonistic aspects. Although it is clear that several of these have a genetic basis, up to now studies have focused mostly on the effects of polymorphisms of taste receptor genes. Therefore, we have carried out one of the first large scale (4611 individuals) GWAS on food likings assessed for 20 specific food likings belonging to 4 different categories (vegetables, fatty, dairy and bitter). A two-step meta-analysis using three different isolated populations from Italy for the discovery step and two populations from The Netherlands and Central Asia for replication, revealed 15 independent genome-wide significant loci (p < 5 × 10(-8)) for 12 different foods. None of the identified genes coded for either taste or olfactory receptors suggesting that genetics impacts in determining food likings in a much broader way than simple differences in taste perception. These results represent a further step in uncovering the genes that underlie liking of common foods that in the end will greatly help understanding the genetics of human nutrition in general.
Collapse
Affiliation(s)
- Nicola Pirastu
- Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy.
- University of Trieste, Trieste, Italy.
| | - Maarten Kooyman
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Michela Traglia
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milano, Italy
| | - Antonietta Robino
- Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy
| | - Sara M Willems
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Giorgio Pistis
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milano, Italy
| | - Najaf Amin
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Cinzia Sala
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milano, Italy
| | - Lennart C Karssen
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- PolyOmica, Groningen, The Netherlands
| | - Cornelia Van Duijn
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands
- Centre for Medical Systems Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Daniela Toniolo
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milano, Italy
| | - Paolo Gasparini
- Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy
- University of Trieste, Trieste, Italy
| |
Collapse
|
22
|
Guo Y, Wei Z, Keating BJ, Hakonarson H. Machine learning derived risk prediction of anorexia nervosa. BMC Med Genomics 2016; 9:4. [PMID: 26792494 PMCID: PMC4721143 DOI: 10.1186/s12920-016-0165-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2015] [Accepted: 01/15/2016] [Indexed: 12/25/2022] Open
Abstract
Background Anorexia nervosa (AN) is a complex psychiatric disease with a moderate to strong genetic contribution. In addition to conventional genome wide association (GWA) studies, researchers have been using machine learning methods in conjunction with genomic data to predict risk of diseases in which genetics play an important role. Methods In this study, we collected whole genome genotyping data on 3940 AN cases and 9266 controls from the Genetic Consortium for Anorexia Nervosa (GCAN), the Wellcome Trust Case Control Consortium 3 (WTCCC3), Price Foundation Collaborative Group and the Children’s Hospital of Philadelphia (CHOP), and applied machine learning methods for predicting AN disease risk. The prediction performance is measured by area under the receiver operating characteristic curve (AUC), indicating how well the model distinguishes cases from unaffected control subjects. Results Logistic regression model with the lasso penalty technique generated an AUC of 0.693, while Support Vector Machines and Gradient Boosted Trees reached AUC’s of 0.691 and 0.623, respectively. Using different sample sizes, our results suggest that larger datasets are required to optimize the machine learning models and achieve higher AUC values. Conclusions To our knowledge, this is the first attempt to assess AN risk based on genome wide genotype level data. Future integration of genomic, environmental and family-based information is likely to improve the AN risk evaluation process, eventually benefitting AN patients and families in the clinical setting. Electronic supplementary material The online version of this article (doi:10.1186/s12920-016-0165-x) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Yiran Guo
- The Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.
| | - Zhi Wei
- Department of Computer Science, New Jersey Institute of Technology, Newark, NJ, 07102, USA
| | - Brendan J Keating
- The Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA.,Department of Pediatrics, School of Medicine University of Pennsylvania, Philadelphia, PA, 19104, USA
| | | | | | | | - Hakon Hakonarson
- The Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA, 19104, USA. .,Department of Pediatrics, School of Medicine University of Pennsylvania, Philadelphia, PA, 19104, USA.
| |
Collapse
|
23
|
Munn-Chernoff MA, Baker JH. A Primer on the Genetics of Comorbid Eating Disorders and Substance Use Disorders. EUROPEAN EATING DISORDERS REVIEW 2015; 24:91-100. [PMID: 26663753 DOI: 10.1002/erv.2424] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2015] [Revised: 11/12/2015] [Accepted: 11/13/2015] [Indexed: 01/05/2023]
Abstract
Eating disorders (EDs) and substance use disorders (SUDs) frequently co-occur; however, the reasons for this are unclear. We review the current literature on genetic risk for EDs and SUDs, as well as preliminary findings exploring whether these classes of disorders have overlapping genetic risk. Overall, genetic factors contribute to individual differences in liability to multiple EDs and SUDs. Although initial family studies concluded that no shared familial (which includes genetic) risk between EDs and SUDs exists, twin studies suggest a moderate proportion of shared variance is attributable to overlapping genetic factors, particularly for those EDs characterized by binge eating and/or inappropriate compensatory behaviours. No adoption or molecular genetic studies have examined shared genetic risk between these classes of disorders. Research investigating binge eating and inappropriate compensatory behaviours using emerging statistical genetic methods, as well as examining gene-environment interplay, will provide important clues into the aetiology of comorbid EDs and SUDs.
Collapse
Affiliation(s)
| | - Jessica H Baker
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
24
|
Contactin-5 expression during development and wiring of the thalamocortical system. Neuroscience 2015; 310:106-13. [DOI: 10.1016/j.neuroscience.2015.09.039] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 09/13/2015] [Accepted: 09/14/2015] [Indexed: 01/06/2023]
|
25
|
Brandys MK, de Kovel CGF, Kas MJ, van Elburg AA, Adan RAH. Overview of genetic research in anorexia nervosa: The past, the present and the future. Int J Eat Disord 2015; 48:814-25. [PMID: 26171770 DOI: 10.1002/eat.22400] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/05/2015] [Indexed: 02/03/2023]
Abstract
BACKGROUND Even though the evidence supporting the presence of a heritable component in the aetiology of anorexia nervosa (AN) is strong, the underlying genetic mechanisms remain poorly understood. The recent publication of a genome-wide association study (GWAS) of AN (Boraska, Mol Psychiatry, 2014) was an important step in genetic research in AN. OBJECTIVE To briefly sum up strengths and weaknesses of candidate-gene and genome-wide approaches, to discuss the genome-wide association studies of AN and to make predictions about the genetic architecture of AN by comparing it to that of schizophrenia (since the diseases share some similarities and genetic research in schizophrenia is more advanced). METHOD Descriptive literature review. RESULTS Despite remarkable efforts, the gene-association studies in AN did not advance our knowledge as much as had been hoped, although some results still await replication. DISCUSSION Continuous effort of participants, clinicians and researchers remains necessary to ensure that genetic research in AN follows a similarly successful path as in schizophrenia. Identification of genetic susceptibility loci provides a basis for follow-up studies.
Collapse
Affiliation(s)
- Marek K Brandys
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Utrecht Research Group for Eating Disorders, Utrecht, The Netherlands
| | - Carolien G F de Kovel
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Martien J Kas
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Utrecht Research Group for Eating Disorders, Utrecht, The Netherlands
| | - Annemarie A van Elburg
- Utrecht Research Group for Eating Disorders, Utrecht, The Netherlands.,Department Clinical and Health Psychology, Fac. of Social Sciences, University of Utrecht, Utrecht, The Netherlands.,Rintveld, Center for Eating Disorders, Altrecht Mental Health Institute, Zeist, The Netherlands
| | - Roger A H Adan
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.,Utrecht Research Group for Eating Disorders, Utrecht, The Netherlands.,Rintveld, Center for Eating Disorders, Altrecht Mental Health Institute, Zeist, The Netherlands
| |
Collapse
|
26
|
Culbert KM, Racine SE, Klump KL. Research Review: What we have learned about the causes of eating disorders - a synthesis of sociocultural, psychological, and biological research. J Child Psychol Psychiatry 2015; 56:1141-64. [PMID: 26095891 DOI: 10.1111/jcpp.12441] [Citation(s) in RCA: 286] [Impact Index Per Article: 31.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/11/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Eating disorders are severe psychiatric disorders with a complex etiology involving transactions among sociocultural, psychological, and biological influences. Most research and reviews, however, focus on only one level of analysis. To address this gap, we provide a qualitative review and summary using an integrative biopsychosocial approach. METHODS We selected variables for which there were available data using integrative methodologies (e.g., twin studies, gene-environment interactions) and/or data at the biological and behavioral level (e.g., neuroimaging). Factors that met these inclusion criteria were idealization of thinness, negative emotionality, perfectionism, negative urgency, inhibitory control, cognitive inflexibility, serotonin, dopamine, ovarian hormones. Literature searches were conducted using PubMed. Variables were classified as risk factors or correlates of eating disorder diagnoses and disordered eating symptoms using Kraemer et al.'s (1997) criteria. FINDINGS Sociocultural idealization of thinness variables (media exposure, pressures for thinness, thin-ideal internalization, thinness expectancies) and personality traits (negative emotionality, perfectionism, negative urgency) attained 'risk status' for eating disorders and/or disordered eating symptoms. Other factors were identified as correlates of eating pathology or were not classified given limited data. Effect sizes for risk factors and correlates were generally small-to-moderate in magnitude. CONCLUSIONS Multiple biopsychosocial influences are implicated in eating disorders and/or disordered eating symptoms and several can now be considered established risk factors. Data suggest that psychological and environmental factors interact with and influence the expression of genetic risk to cause eating pathology. Additional studies that examine risk variables across multiple levels of analysis and that consider specific transactional processes amongst variables are needed to further elucidate the intersection of sociocultural, psychological, and biological influences on eating disorders.
Collapse
Affiliation(s)
| | - Sarah E Racine
- Department of Psychology, Ohio University, Athens, OH, USA
| | - Kelly L Klump
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| |
Collapse
|
27
|
Gervasini G, Gamero-Villarroel C. Discussing the putative role of obesity-associated genes in the etiopathogenesis of eating disorders. Pharmacogenomics 2015; 16:1287-1305. [DOI: 10.2217/pgs.15.77] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
In addition to the identification of mutations clearly related to Mendelian forms of obesity; genome-wide association studies and follow-up studies have in the last years pinpointed several loci associated with BMI. These genetic alterations are located in or near genes expressed in the hypothalamus that are involved in the regulation of eating behavior. Accordingly, it seems plausible that these SNPs, or others located in related genes, could also help develop aberrant conduct patterns that favor the establishment of eating disorders should other susceptibility factors or personality dimensions be present. However, and somewhat surprisingly, with few exceptions such as BDNF, the great majority of the genes governing these pathways remain untested in patients with anorexia nervosa, bulimia nervosa or binge-eating disorder. In the present work, we review the few existing studies, but also indications and biological concepts that point to these genes in the CNS as good candidates for association studies with eating disorder patients.
Collapse
Affiliation(s)
- Guillermo Gervasini
- Department of Medical & Surgical Therapeutics, Division of Pharmacology, Medical School, University of Extremadura, Av. Elvas s/n, E-06005, Badajoz, Spain
| | - Carmen Gamero-Villarroel
- Department of Medical & Surgical Therapeutics, Division of Pharmacology, Medical School, University of Extremadura, Av. Elvas s/n, E-06005, Badajoz, Spain
| |
Collapse
|
28
|
Abstract
Eating disorders (EDs) are serious psychiatric conditions influenced by biological, psychological, and sociocultural factors. A better understanding of the genetics of these complex traits and the development of more sophisticated molecular biology tools have advanced our understanding of the etiology of EDs. The aim of this review is to critically evaluate the literature on the genetic research conducted on three major EDs: anorexia nervosa (AN), bulimia nervosa (BN), and binge eating disorder (BED). We will first review the diagnostic criteria, clinical features, prevalence, and prognosis of AN, BN, and BED, followed by a review of family, twin, and adoption studies. We then review the history of genetic studies of EDs covering linkage analysis, candidate gene association studies, genome-wide association studies, and the study of rare variants in EDs. Our review also incorporates a translational perspective by covering animal models of ED-related phenotypes. Finally, we review the nascent field of epigenetics of EDs and a look forward to future directions for ED genetic research.
Collapse
Affiliation(s)
- Zeynep Yilmaz
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - J Andrew Hardaway
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Cynthia M Bulik
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
29
|
Boraska V, Franklin CS, Floyd JAB, Thornton LM, Huckins LM, Southam L, Rayner NW, Tachmazidou I, Klump KL, Treasure J, Lewis CM, Schmidt U, Tozzi F, Kiezebrink K, Hebebrand J, Gorwood P, Adan RAH, Kas MJH, Favaro A, Santonastaso P, Fernández-Aranda F, Gratacos M, Rybakowski F, Dmitrzak-Weglarz M, Kaprio J, Keski-Rahkonen A, Raevuori A, Van Furth EF, Slof-Op 't Landt MCT, Hudson JI, Reichborn-Kjennerud T, Knudsen GPS, Monteleone P, Kaplan AS, Karwautz A, Hakonarson H, Berrettini WH, Guo Y, Li D, Schork NJ, Komaki G, Ando T, Inoko H, Esko T, Fischer K, Männik K, Metspalu A, Baker JH, Cone RD, Dackor J, DeSocio JE, Hilliard CE, O'Toole JK, Pantel J, Szatkiewicz JP, Taico C, Zerwas S, Trace SE, Davis OSP, Helder S, Bühren K, Burghardt R, de Zwaan M, Egberts K, Ehrlich S, Herpertz-Dahlmann B, Herzog W, Imgart H, Scherag A, Scherag S, Zipfel S, Boni C, Ramoz N, Versini A, Brandys MK, Danner UN, de Kovel C, Hendriks J, Koeleman BPC, Ophoff RA, Strengman E, van Elburg AA, Bruson A, Clementi M, Degortes D, Forzan M, Tenconi E, Docampo E, Escaramís G, Jiménez-Murcia S, Lissowska J, Rajewski A, Szeszenia-Dabrowska N, Slopien A, Hauser J, Karhunen L, Meulenbelt I, Slagboom PE, Tortorella A, Maj M, Dedoussis G, Dikeos D, Gonidakis F, Tziouvas K, Tsitsika A, Papezova H, Slachtova L, Martaskova D, Kennedy JL, Levitan RD, Yilmaz Z, Huemer J, Koubek D, Merl E, Wagner G, Lichtenstein P, Breen G, Cohen-Woods S, Farmer A, McGuffin P, Cichon S, Giegling I, Herms S, Rujescu D, Schreiber S, Wichmann HE, Dina C, Sladek R, Gambaro G, Soranzo N, Julia A, Marsal S, Rabionet R, Gaborieau V, Dick DM, Palotie A, Ripatti S, Widén E, Andreassen OA, Espeseth T, Lundervold A, Reinvang I, Steen VM, Le Hellard S, Mattingsdal M, Ntalla I, Bencko V, Foretova L, Janout V, Navratilova M, Gallinger S, Pinto D, Scherer SW, Aschauer H, Carlberg L, Schosser A, Alfredsson L, Ding B, Klareskog L, Padyukov L, Courtet P, Guillaume S, Jaussent I, Finan C, Kalsi G, Roberts M, Logan DW, Peltonen L, Ritchie GRS, Barrett JC, Estivill X, Hinney A, Sullivan PF, Collier DA, Zeggini E, Bulik CM. A genome-wide association study of anorexia nervosa. Mol Psychiatry 2014; 19:1085-94. [PMID: 24514567 PMCID: PMC4325090 DOI: 10.1038/mp.2013.187] [Citation(s) in RCA: 241] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Revised: 11/21/2013] [Accepted: 11/25/2013] [Indexed: 02/06/2023]
Abstract
Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P=3.01 × 10(-7)) in SOX2OT and rs17030795 (P=5.84 × 10(-6)) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P=5.76 × 10(-)(6)) between CUL3 and FAM124B and rs1886797 (P=8.05 × 10(-)(6)) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P=4 × 10(-6)), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field.
Collapse
Affiliation(s)
- V Boraska
- 1] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK [2] University of Split School of Medicine, Split, Croatia
| | - C S Franklin
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - J A B Floyd
- 1] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK [2] William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, John Vane Science Centre, Charterhouse Square, London, UK
| | - L M Thornton
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - L M Huckins
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - L Southam
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - N W Rayner
- 1] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK [2] Wellcome Trust Centre for Human Genetics (WTCHG), University of Oxford, Oxford, UK [3] Oxford Centre for Diabetes, Endocrinology and Metabolism (OCDEM), Oxford, UK
| | - I Tachmazidou
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - K L Klump
- Department of Psychology, Michigan State University, East Lansing, MI, USA
| | - J Treasure
- Section of Eating Disorders, Institute of Psychiatry, King's College London, London, UK
| | - C M Lewis
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - U Schmidt
- Section of Eating Disorders, Institute of Psychiatry, King's College London, London, UK
| | - F Tozzi
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K Kiezebrink
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - J Hebebrand
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Universitätsklinikum Essen, University of Duisburg-Essen, Essen, Germany
| | - P Gorwood
- 1] INSERM U894, Centre of Psychiatry and Neuroscience, Paris, France [2] Sainte-Anne Hospital (CMME), University of Paris-Descartes, Paris, France
| | - R A H Adan
- 1] Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands [2] Altrecht Eating Disorders Rintveld, Zeist, The Netherlands
| | - M J H Kas
- Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - A Favaro
- Department of Neurosciences, University of Padova, Padova, Italy
| | - P Santonastaso
- Department of Neurosciences, University of Padova, Padova, Italy
| | - F Fernández-Aranda
- 1] Department of Psychiatry and CIBERON, University Hospital of Bellvitge-IDIBELL, Barcelona, Spain [2] Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain
| | - M Gratacos
- 1] Genomics and Disease Group, Centre for Genomic Regulation (CRG), Barcelona, Spain [2] Universitat Pompeu Fabra (UPF), Barcelona, Spain [3] Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain [4] Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - F Rybakowski
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry and Neurology, Warsaw, Poland
| | - M Dmitrzak-Weglarz
- Department of Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
| | - J Kaprio
- 1] Hjelt Institute, University of Helsinki, Helsinki, Finland [2] Institute of Molecular Medicine, University of Helsinki, Helsinki, Finland [3] Department of Mental Health and Substance Abuse Services, National Institute for Health and Welfare, Helsinki, Finland
| | | | - A Raevuori
- 1] Hjelt Institute, University of Helsinki, Helsinki, Finland [2] Department of Adolescent Psychiatry, Helsinki University Central Hospital, Helsinki, Finland
| | - E F Van Furth
- 1] Center for Eating Disorders Ursula, Leidschendam, The Netherlands [2] Department of Psychiatry, Leiden University Medical Centre, Leiden, The Netherlands
| | - M C T Slof-Op 't Landt
- 1] Center for Eating Disorders Ursula, Leidschendam, The Netherlands [2] Molecular Epidemiology Section, Department of Medical Statistics, Leiden University Medical Centre, Leiden, The Netherlands
| | - J I Hudson
- Department of Psychiatry, McLean Hospital/Harvard Medical School, Belmont, MA, USA
| | - T Reichborn-Kjennerud
- 1] Department of Genetics, Environment and Mental Health, Norwegian Institute of Public Health, Oslo, Norway [2] Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - G P S Knudsen
- Department of Genetics, Environment and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - P Monteleone
- 1] Department of Psychiatry, University of Naples SUN, Naples, Italy [2] Chair of Psychiatry, University of Salerno, Salerno, Italy
| | - A S Kaplan
- 1] Centre for Addiction and Mental Health, Toronto, ON, Canada [2] Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - A Karwautz
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - H Hakonarson
- 1] The Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA [2] The Division of Human Genetics, Department of Pediatrics, The Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - W H Berrettini
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
| | - Y Guo
- The Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - D Li
- The Center for Applied Genomics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - N J Schork
- Department of Molecular and Experimental Medicine and The Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA, USA
| | - G Komaki
- 1] Department of Psychosomatic Research, National Institute of Mental Health, NCNP, Tokyo, Japan [2] School of Health Sciences at Fukuoka, International University of Health and Welfare, Fukuoka, Japan
| | - T Ando
- Department of Psychosomatic Research, National Institute of Mental Health, NCNP, Tokyo, Japan
| | - H Inoko
- Department of Molecular Life Sciences, Tokai University School of Medicine, Kanagawa, Japan
| | - T Esko
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - K Fischer
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - K Männik
- 1] Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia [2] Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland
| | - A Metspalu
- 1] Estonian Genome Center, University of Tartu, Tartu, Estonia [2] Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - J H Baker
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - R D Cone
- Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - J Dackor
- Department of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J E DeSocio
- Seattle University College of Nursing, Seattle, WA, USA
| | - C E Hilliard
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | | | - J Pantel
- Centre de Psychiatrie et Neurosciences - Inserm U894, Paris, France
| | - J P Szatkiewicz
- Department of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - C Taico
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - S Zerwas
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - S E Trace
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - O S P Davis
- 1] Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK [2] Department of Genetics, Evolution and Environment, University College London, UCL Genetics Institute, London, UK
| | - S Helder
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - K Bühren
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Clinics RWTH Aachen, Aachen, Germany
| | - R Burghardt
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Charité, Berlin, Germany
| | - M de Zwaan
- 1] Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany [2] Department of Psychosomatic Medicine and Psychotherapy, University of Erlangen-Nuremberg, Erlangen, Germany
| | - K Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Würzburg, Würzburg, Germany
| | - S Ehrlich
- 1] Department of Child and Adolescent Psychiatry, University Hospital Carl Gustav Carus, Dresden University of Technology, Dresden, Germany [2] Athinoula A. Martinos Center for Biomedical Imaging, Psychiatric Neuroimaging Research Program, Massachusetts General Hospital/Harvard Medical School, Charlestown, MA, USA
| | - B Herpertz-Dahlmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Clinics RWTH Aachen, Aachen, Germany
| | - W Herzog
- Departments of Psychosocial and Internal Medicine, Heidelberg University, Heidelberg, Germany
| | - H Imgart
- Parklandklinik, Bad Wildungen, Germany
| | - A Scherag
- Institute for Medical Informatics, Biometry and Epidemiology, Universitätsklinikum Essen, University of Duisburg-Essen, Essen, Germany
| | - S Scherag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Universitätsklinikum Essen, University of Duisburg-Essen, Essen, Germany
| | - S Zipfel
- Department of Internal Medicine VI, Psychosomatic Medicine and Psychotherapy, University Medical Hospital Tübingen, Tübingen, Germany
| | - C Boni
- INSERM U894, Centre of Psychiatry and Neuroscience, Paris, France
| | - N Ramoz
- INSERM U894, Centre of Psychiatry and Neuroscience, Paris, France
| | - A Versini
- INSERM U894, Centre of Psychiatry and Neuroscience, Paris, France
| | - M K Brandys
- 1] Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands [2] Altrecht Eating Disorders Rintveld, Zeist, The Netherlands
| | - U N Danner
- Altrecht Eating Disorders Rintveld, Zeist, The Netherlands
| | - C de Kovel
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - J Hendriks
- Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - B P C Koeleman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - R A Ophoff
- 1] Center for Neurobehavioral Genetics, University of California, Los Angeles, Los Angeles, CA, USA [2] Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - E Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - A A van Elburg
- 1] Altrecht Eating Disorders Rintveld, Zeist, The Netherlands [2] Department of Child and Adolescent Psychiatry, University Medical Center Utrecht, Utrecht, The Netherlands
| | - A Bruson
- Clinical Genetics Unit, Department of Woman and Child Health, University of Padova, Padova, Italy
| | - M Clementi
- Clinical Genetics Unit, Department of Woman and Child Health, University of Padova, Padova, Italy
| | - D Degortes
- Department of Neurosciences, University of Padova, Padova, Italy
| | - M Forzan
- Clinical Genetics Unit, Department of Woman and Child Health, University of Padova, Padova, Italy
| | - E Tenconi
- Department of Neurosciences, University of Padova, Padova, Italy
| | - E Docampo
- 1] Genomics and Disease Group, Centre for Genomic Regulation (CRG), Barcelona, Spain [2] Universitat Pompeu Fabra (UPF), Barcelona, Spain [3] Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain [4] Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - G Escaramís
- 1] Genomics and Disease Group, Centre for Genomic Regulation (CRG), Barcelona, Spain [2] Universitat Pompeu Fabra (UPF), Barcelona, Spain [3] Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain [4] Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - S Jiménez-Murcia
- 1] Department of Psychiatry and CIBERON, University Hospital of Bellvitge-IDIBELL, Barcelona, Spain [2] Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain
| | - J Lissowska
- M. Sklodowska-Curie Cancer Center and Institute of Oncology, Warsaw, Poland
| | - A Rajewski
- Department of Epidemiology, Institute of Occupational Medicine, Department of Epidemiology, Lodz, Poland
| | - N Szeszenia-Dabrowska
- Department of Epidemiology, Institute of Occupational Medicine, Department of Epidemiology, Lodz, Poland
| | - A Slopien
- Department of Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
| | - J Hauser
- Department of Psychiatry, Poznan University of Medical Sciences, Poznan, Poland
| | - L Karhunen
- Department of Clinical Nutrition, Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
| | - I Meulenbelt
- Molecular Epidemiology Section, Department of Medical Statistics, Leiden University Medical Centre, Leiden, The Netherlands
| | - P E Slagboom
- 1] Molecular Epidemiology Section, Department of Medical Statistics, Leiden University Medical Centre, Leiden, The Netherlands [2] Netherlands Consortium for Healthy Ageing, Leiden University Medical Center, Leiden, The Netherlands
| | - A Tortorella
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - M Maj
- Department of Psychiatry, University of Naples SUN, Naples, Italy
| | - G Dedoussis
- Department of Nutrition and Dietetics, Harokopio University, Athens, Greece
| | - D Dikeos
- 1st Department of Psychiatry, Athens University Medical School, Athens, Greece
| | - F Gonidakis
- Eating Disorders Unit, 1st Department of Psychiatry, Athens University Medical School, Athens, Greece
| | - K Tziouvas
- Department of Nutrition and Dietetics, Harokopio University, Athens, Greece
| | - A Tsitsika
- Adolescent Health Unit (A.H.U.), 2nd Department of Pediatrics - Medical School, University of Athens 'P. & A. Kyriakou' Children's Hospital, Athens, Greece
| | - H Papezova
- Department of Psychiatry, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - L Slachtova
- Department of Pediatrics, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - D Martaskova
- Department of Psychiatry, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - J L Kennedy
- 1] Centre for Addiction and Mental Health, Toronto, ON, Canada [2] Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - R D Levitan
- 1] Centre for Addiction and Mental Health, Toronto, ON, Canada [2] Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Z Yilmaz
- 1] Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - J Huemer
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - D Koubek
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - E Merl
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - G Wagner
- Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria
| | - P Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - G Breen
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - S Cohen-Woods
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - A Farmer
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - P McGuffin
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - S Cichon
- 1] Department of Genomics, Life & Brain Center, Institute of Human Genetics, University of Bonn, Bonn, Germany [2] Institute of Neuroscience and Medicine (INM-1), Research Center Jülich, Jülich, Germany [3] Division of Medical Genetics, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - I Giegling
- Klinikum der Medizinischen Fakultät, Martin-Luther-Universität Halle-Wittenberg, Halle/Saale, Germany
| | - S Herms
- 1] Department of Genomics, Life & Brain Center, Institute of Human Genetics, University of Bonn, Bonn, Germany [2] Division of Medical Genetics, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - D Rujescu
- Klinikum der Medizinischen Fakultät, Martin-Luther-Universität Halle-Wittenberg, Halle/Saale, Germany
| | - S Schreiber
- Institute of Clinical Molecular Biology, University of Kiel, Kiel, Germany
| | - H-E Wichmann
- 1] Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany [2] Institute of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-University, Munich, Germany
| | - C Dina
- CNRS 8090-Institute of Biology, Pasteur Institute, Lille, France
| | - R Sladek
- McGill University and Genome Quebec Innovation Centre, Montreal, QC, Canada
| | - G Gambaro
- Division of Nephrology, Department of Internal Medicine and Medical Specialties, Columbus-Gemelly Hospitals, Catholic University, Rome, Italy
| | - N Soranzo
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - A Julia
- Unitat de Recerca de Reumatologia (URR), Institut de Recerca Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - S Marsal
- Unitat de Recerca de Reumatologia (URR), Institut de Recerca Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - R Rabionet
- 1] Genomics and Disease Group, Centre for Genomic Regulation (CRG), Barcelona, Spain [2] Universitat Pompeu Fabra (UPF), Barcelona, Spain [3] Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain [4] Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - V Gaborieau
- Genetic Epidemiology Group, International Agency for Research on Cancer (IARC), Lyon, France
| | - D M Dick
- Virginia Institute for Psychiatric and Behavioral Genetics, Department of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA
| | - A Palotie
- 1] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK [2] The Finnish Institute of Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland [3] The Program for Human and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - S Ripatti
- 1] The Finnish Institute of Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland [2] Finnish Institute of Occupational Health, Helsinki, Finland
| | - E Widén
- 1] The Finnish Institute of Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland [2] Finnish Institute of Occupational Health, Helsinki, Finland
| | - O A Andreassen
- NORMENT, K.G. Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - T Espeseth
- 1] NORMENT, K.G. Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway [2] Department of Psychology, University of Oslo, Oslo, Norway
| | - A Lundervold
- 1] Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway [2] Kavli Research Centre for Aging and Dementia, Haraldsplass Deaconess Hospital, Bergen, Norway [3] K.G. Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
| | - I Reinvang
- Department of Psychology, University of Oslo, Oslo, Norway
| | - V M Steen
- 1] Department of Clinical Science, K.G. Jebsen Centre for Psychosis Research, Norwegian Centre For Mental Disorders Research (NORMENT), University of Bergen, Bergen, Norway [2] Dr Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | - S Le Hellard
- 1] Department of Clinical Science, K.G. Jebsen Centre for Psychosis Research, Norwegian Centre For Mental Disorders Research (NORMENT), University of Bergen, Bergen, Norway [2] Dr Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway
| | - M Mattingsdal
- NORMENT, K.G. Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - I Ntalla
- Department of Nutrition and Dietetics, Harokopio University, Athens, Greece
| | - V Bencko
- Institute of Hygiene and Epidemiology, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - L Foretova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - V Janout
- Palacky University, Olomouc, Czech Republic
| | - M Navratilova
- Department of Cancer Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - S Gallinger
- 1] University Health Network, Toronto General Hospital, Toronto, ON, Canada [2] Mount Sinai Hospital, Samuel Lunenfeld Research Institute, Toronto, ON, Canada
| | - D Pinto
- Departments of Psychiatry, and Genetics and Genomic Sciences, Seaver Autism Center, and the Mindich Child Health and Development Institute, Mount Sinai School of Medicine, New York, NY, USA
| | - S W Scherer
- The Centre for Applied Genomics and Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - H Aschauer
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria
| | - L Carlberg
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria
| | - A Schosser
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria
| | - L Alfredsson
- The Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - B Ding
- The Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - L Klareskog
- Rheumatology Unit, Department of Medicine at the Karolinska University Hospital, Solna, Sweden
| | - L Padyukov
- Rheumatology Unit, Department of Medicine at the Karolinska University Hospital, Solna, Sweden
| | - P Courtet
- 1] Inserm, U1061, Université Montpellier 1, Montpellier, France [2] Department of Emergency Psychiatry, CHU Montpellier, Montpellier, France
| | - S Guillaume
- 1] Inserm, U1061, Université Montpellier 1, Montpellier, France [2] Department of Emergency Psychiatry, CHU Montpellier, Montpellier, France
| | - I Jaussent
- 1] Inserm, U1061, Université Montpellier 1, Montpellier, France [2] Department of Emergency Psychiatry, CHU Montpellier, Montpellier, France
| | - C Finan
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - G Kalsi
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - M Roberts
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK
| | - D W Logan
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - L Peltonen
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - G R S Ritchie
- 1] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK [2] European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge
| | - J C Barrett
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - X Estivill
- 1] Genomics and Disease Group, Centre for Genomic Regulation (CRG), Barcelona, Spain [2] Universitat Pompeu Fabra (UPF), Barcelona, Spain [3] Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain [4] Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
| | - A Hinney
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Universitätsklinikum Essen, University of Duisburg-Essen, Essen, Germany
| | - P F Sullivan
- 1] Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Department of Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - D A Collier
- 1] Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London, UK [2] Eli Lilly and Company, Erl Wood Manor, Windlesham, UK
| | - E Zeggini
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK
| | - C M Bulik
- 1] Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA [2] Department of Nutrition, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
30
|
Abstract
Disordered eating behavior is the core symptom of the complex disorders anorexia nervosa and bulimia nervosa. Twin and family studies derive high heritability estimates. Hence, substantial genetic influences on the etiology can be assumed for both. Initially, candidate gene studies pertaining to the monoaminergic neurotransmitter systems and to body weight regulation comprised the core of the genetic analyses. Unfortunately, confirmed, solid findings substantiated in meta-analyses are rare, so that eventually none of these associations is unequivocal. Thus, systematic, genome-wide approaches emerged to identify genes with no a priori evidence for their involvement in eating disorders. Genome-wide association studies have hinted to formerly unknown genetic regions. However, significant genome-wide findings have not yet been reported.
Collapse
|
31
|
Cui H, Moore J, Ashimi SS, Mason BL, Drawbridge JN, Han S, Hing B, Matthews A, McAdams CJ, Darbro BW, Pieper AA, Waller DA, Xing C, Lutter M. Eating disorder predisposition is associated with ESRRA and HDAC4 mutations. J Clin Invest 2013; 123:4706-13. [PMID: 24216484 PMCID: PMC3809805 DOI: 10.1172/jci71400] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2013] [Accepted: 08/08/2013] [Indexed: 12/22/2022] Open
Abstract
Anorexia nervosa and bulimia nervosa are common and severe eating disorders (EDs) of unknown etiology. Although genetic factors have been implicated in the psychopathology of EDs, a clear biological pathway has not been delineated. DNA from two large families affected by EDs was collected, and mutations segregating with illness were identified by whole-genome sequencing following linkage mapping or by whole-exome sequencing. In the first family, analysis of twenty members across three generations identified a rare missense mutation in the estrogen-related receptor α (ESRRA) gene that segregated with illness. In the second family, analysis of eight members across four generations identified a missense mutation in the histone deacetylase 4 (HDAC4) gene that segregated with illness. ESRRA and HDAC4 were determined to interact both in vitro in HeLa cells and in vivo in mouse cortex. Transcriptional analysis revealed that HDAC4 potently represses the expression of known ESRRA-induced target genes. Biochemical analysis of candidate mutations revealed that the identified ESRRA mutation decreased its transcriptional activity, while the HDAC4 mutation increased transcriptional repression of ESRRA. Our findings suggest that mutations that result in decreased ESRRA activity increase the risk of developing EDs.
Collapse
Affiliation(s)
- Huxing Cui
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Jarrette Moore
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Sunbola S. Ashimi
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Brittany L. Mason
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Jordan N. Drawbridge
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Shizhong Han
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Benjamin Hing
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Abigail Matthews
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Carrie J. McAdams
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Benjamin W. Darbro
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Andrew A. Pieper
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - David A. Waller
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Chao Xing
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Michael Lutter
- Department of Psychiatry, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, Texas, USA.
Department of Pediatrics and
Department of Neurology, University of Iowa, Carver College of Medicine, Iowa City, Iowa, USA.
Department of Clinical Science, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| |
Collapse
|
32
|
Genome-wide association study of schizophrenia using microsatellite markers in the Japanese population. Psychiatr Genet 2013; 23:117-23. [PMID: 23474461 DOI: 10.1097/ypg.0b013e32835fe4f1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVES To search for schizophrenia susceptibility loci, we carried out a case-control study using 28601 microsatellite markers distributed across the entire genome. MATERIALS AND METHODS To control the highly multiple testing, we designed three sequential steps of screening using three independent sets of pooled samples, followed by the confirmatory step using an independent sample set (>2200 case-control pairs). RESULTS The first screening using pooled samples of 157 case-control pairs showed 2966 markers to be significantly associated with the disorder (P<0.05). After the second and the third screening steps using pooled samples of 150 pairs each, 374 markers remained significantly associated with the disorder. We individually genotyped all screening samples using a total of 1536 tag single nucleotide polymorphisms (SNPs) located in the vicinity of ~200 kb from the 59 positive microsatellite markers. Of the 167 SNPs that replicated the significance, we selected 31 SNPs on the basis of the levels of P values for the confirmatory association test using an independent-sample set. The best association signal was observed in rs13404754, located in the upstream region of SLC23A3. We genotyped six additional SNPs in the vicinity of rs13404754. Significant associations were observed in rs13404754, rs6436122, and rs1043160 in the cumulative samples (2617 cases and 2698 controls) (P=0.005, 0.035, and 0.011, respectively). These SNPs are located in the linkage disequilibrium block of 20 kb in size containing SLC23A3, CNPPD1, and FAM134A genes. CONCLUSION Genome-wide association study using microsatellite markers suggested SLC23A3, CNPPD1, and FAM134A genes as candidates for schizophrenia susceptibility in the Japanese population.
Collapse
|
33
|
Abstract
Over the past decade, considerable advances have been made in understanding genetic influences on eating pathology. Eating disorders aggregate in families, and twin studies reveal that additive genetic factors account for approximately 40% to 60% of liability to anorexia nervosa (AN), bulimia nervosa (BN), and binge eating disorder (BED). Molecular genetics studies have been undertaken to identify alterations in deoxyribonucleic acid sequence and/or gene expression that may be involved in the pathogenesis of disordered eating behaviors, symptoms, and related disorders and to uncover potential genetic variants that may contribute to variability of treatment response. This article provides an in-depth review of the scientific literature on the genetics of AN, BN, and BED including extant studies, emerging hypotheses, future directions, and clinical implications.
Collapse
Affiliation(s)
- Sara E Trace
- Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina 27599, USA.
| | | | | | | |
Collapse
|
34
|
Wade TD, Gordon S, Medland S, Bulik CM, Heath AC, Montgomery GW, Martin NG. Genetic variants associated with disordered eating. Int J Eat Disord 2013; 46:594-608. [PMID: 23568457 PMCID: PMC3775874 DOI: 10.1002/eat.22133] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/04/2013] [Indexed: 11/10/2022]
Abstract
OBJECTIVE Although the genetic contribution to the development of anorexia nervosa (AN) has long been recognized, there has been little progress relative to other psychiatric disorders in identifying specific susceptibility genes. Here, we have carried out a genome-wide association study on an unselected community sample of female twins surveyed for eating disorders. METHOD We conducted genome-wide association analyses in 2,564 female twins for four different phenotypes derived from self-report data relating to lifetime presence of 15 types of disordered eating: AN spectrum, bulimia nervosa (BN) spectrum, purging via substances, and a binary measure of no disordered eating behaviors versus three or more. To complement the variant level results, we also conducted gene-based association tests using VEGAS software. RESULTS Although no variants reached genome-wide significance at the level of p < 10(-8), six regions were suggestive (p < 5 × 10(-7)). The current results implicate the following genes: CLEC5A, LOC136242, TSHZ1, and SYTL5 for the AN spectrum phenotype; NT5C1B for the BN spectrum phenotype; and ATP8A2 for the disordered eating behaviors phenotype. DISCUSSION As with other medical and psychiatric phenotypes, much larger samples and meta-analyses will ultimately be needed to identify genes and pathways contributing to predisposition to eating disorders.
Collapse
Affiliation(s)
- Tracey D Wade
- School of Psychology, Flinders University, Adelaide, South Australia, Australia
| | | | | | | | | | | | | |
Collapse
|
35
|
Zuko A, Kleijer KTE, Oguro-Ando A, Kas MJH, van Daalen E, van der Zwaag B, Burbach JPH. Contactins in the neurobiology of autism. Eur J Pharmacol 2013; 719:63-74. [PMID: 23872404 DOI: 10.1016/j.ejphar.2013.07.016] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Revised: 06/18/2013] [Accepted: 07/01/2013] [Indexed: 12/21/2022]
Abstract
Autism is a disease of brain plasticity. Inspiring work of Willem Hendrik Gispen on neuronal plasticity has stimulated us to investigate gene defects in autism and the consequences for brain development. The central process in the pathogenesis of autism is local dendritic mRNA translation which is dependent on axodendritic communication. Hence, most autism-related gene products (i) are part of the protein synthesis machinery itself, (ii) are components of the mTOR signal transduction pathway, or (iii) shape synaptic activity and plasticity. Accordingly, prototype drugs have been recognized that interfere with these pathways. The contactin (CNTN) family of Ig cell adhesion molecules (IgCAMs) harbours at least three members that have genetically been implicated in autism: CNTN4, CNTN5, and CNTN6. In this chapter we review the genetic and neurobiological data underpinning their role in normal and abnormal development of brain systems, and the consequences for behavior. Although data on each of these CNTNs are far from complete, we tentatively conclude that these three contactins play roles in brain development in a critical phase of establishing brain systems and their plasticity. They modulate neuronal activities, such as neurite outgrowth, synaptogenesis, survival, guidance of projections and terminal branching of axons in forming neural circuits. Current research on these CNTNs concentrate on the neurobiological mechanism of their developmental functions. A future task will be to establish if proposed pharmacological strategies to counteract ASD-related symptomes can also be applied to reversal of phenotypes caused by genetic defects in these CNTN genes.
Collapse
Affiliation(s)
- Amila Zuko
- Department of Neuroscience and Pharmacology, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - Kristel T E Kleijer
- Department of Neuroscience and Pharmacology, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - Asami Oguro-Ando
- Department of Neuroscience and Pharmacology, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - Martien J H Kas
- Department of Neuroscience and Pharmacology, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - Emma van Daalen
- Department of Psychiatry, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - Bert van der Zwaag
- Department of Medical Genetics, University Medical Center Utrecht, 3584 CG Utrecht, The Netherlands
| | - J Peter H Burbach
- Department of Neuroscience and Pharmacology, Brain Center Rudolf Magnus, UMC Medical Center Utrecht, 3584 CG Utrecht, The Netherlands.
| |
Collapse
|
36
|
|
37
|
Boraska V, Davis OSP, Cherkas LF, Helder SG, Harris J, Krug I, Pei-Chi Liao T, Treasure J, Ntalla I, Karhunen L, Keski-Rahkonen A, Christakopoulou D, Raevuori A, Shin SY, Dedoussis GV, Kaprio J, Soranzo N, Spector TD, Collier DA, Zeggini E. Genome-wide association analysis of eating disorder-related symptoms, behaviors, and personality traits. Am J Med Genet B Neuropsychiatr Genet 2012; 159B:803-11. [PMID: 22911880 PMCID: PMC3494378 DOI: 10.1002/ajmg.b.32087] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2012] [Accepted: 07/11/2012] [Indexed: 12/18/2022]
Abstract
Eating disorders (EDs) are common, complex psychiatric disorders thought to be caused by both genetic and environmental factors. They share many symptoms, behaviors, and personality traits, which may have overlapping heritability. The aim of the present study is to perform a genome-wide association scan (GWAS) of six ED phenotypes comprising three symptom traits from the Eating Disorders Inventory 2 [Drive for Thinness (DT), Body Dissatisfaction (BD), and Bulimia], Weight Fluctuation symptom, Breakfast Skipping behavior and Childhood Obsessive-Compulsive Personality Disorder trait (CHIRP). Investigated traits were derived from standardized self-report questionnaires completed by the TwinsUK population-based cohort. We tested 283,744 directly typed SNPs across six phenotypes of interest in the TwinsUK discovery dataset and followed-up signals from various strata using a two-stage replication strategy in two independent cohorts of European ancestry. We meta-analyzed a total of 2,698 individuals for DT, 2,680 for BD, 2,789 (821 cases/1,968 controls) for Bulimia, 1,360 (633 cases/727 controls) for Childhood Obsessive-Compulsive Personality Disorder trait, 2,773 (761 cases/2,012 controls) for Breakfast Skipping, and 2,967 (798 cases/2,169 controls) for Weight Fluctuation symptom. In this GWAS analysis of six ED-related phenotypes, we detected association of eight genetic variants with P < 10(-5) . Genetic variants that showed suggestive evidence of association were previously associated with several psychiatric disorders and ED-related phenotypes. Our study indicates that larger-scale collaborative studies will be needed to achieve the necessary power to detect loci underlying ED-related traits.
Collapse
Affiliation(s)
- Vesna Boraska
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge, UK.
| | - Oliver SP Davis
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College LondonLondon, UK
| | - Lynn F Cherkas
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital CampusWestminster Bridge Road, London, UK
| | - Sietske G Helder
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College LondonLondon, UK
| | - Juliette Harris
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital CampusWestminster Bridge Road, London, UK
| | - Isabel Krug
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College LondonLondon, UK,School of Psychological Sciences, University of MelbourneMelbourne, Victoria, Australia
| | - Thomas Pei-Chi Liao
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College LondonLondon, UK
| | - Janet Treasure
- Department Academic Psychiatry, King's College LondonLondon, UK
| | - Ioanna Ntalla
- Department of Dietetics and Nutrition, Harokopio University of AthensAthens, Greece
| | - Leila Karhunen
- Department of Clinical Nutrition, Institute of Public Health and Clinical Nutrition, University of Eastern FinlandKuopio, Finland
| | - Anna Keski-Rahkonen
- Department of Public Health, The Hjelt Institute, University of HelsinkiHelsinki, Finland
| | | | - Anu Raevuori
- Department of Public Health, The Hjelt Institute, University of HelsinkiHelsinki, Finland
| | - So-Youn Shin
- Wellcome Trust Sanger Institute, Wellcome Trust Genome CampusHinxton, Cambridge, UK
| | - George V Dedoussis
- Department of Dietetics and Nutrition, Harokopio University of AthensAthens, Greece
| | - Jaakko Kaprio
- Department of Public Health, The Hjelt Institute, University of HelsinkiHelsinki, Finland,Institute of Molecular Medicine, University of HelsinkiHelsinki, Finland,Unit for Child and Adolescent Mental Health, National Institute for Health and WelfareHelsinki, Finland
| | - Nicole Soranzo
- Wellcome Trust Sanger Institute, Wellcome Trust Genome CampusHinxton, Cambridge, UK
| | - Tim D Spector
- Department of Twin Research & Genetic Epidemiology, King's College London, St Thomas' Hospital CampusWestminster Bridge Road, London, UK
| | - David A Collier
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College LondonLondon, UK
| | - Eleftheria Zeggini
- Wellcome Trust Sanger Institute, Wellcome Trust Genome CampusHinxton, Cambridge, UK
| |
Collapse
|
38
|
Munn-Chernoff MA, McQueen MB, Stetler GL, Haberstick BC, Rhee SH, Sobik LE, Corley RP, Smolen A, Hewitt JK, Stallings MC. Examining associations between disordered eating and serotonin transporter gene polymorphisms. Int J Eat Disord 2012; 45:556-61. [PMID: 22271047 PMCID: PMC3323686 DOI: 10.1002/eat.22001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/02/2011] [Indexed: 01/22/2023]
Abstract
OBJECTIVE The serotonin system has been implicated in mood and appetite regulation, and the serotonin transporter gene (SLC6A4) is a commonly studied candidate gene for eating pathology. However, most studies have focused on a single polymorphism (5-HTTLPR) in SLC6A4; little research has utilized multiple single nucleotide polymorphisms (SNPs) to investigate associations between SLC6A4 and eating pathology more comprehensively. METHOD Family-based association tests were conducted for seven polymorphisms in or near SLC6A4, using families from the Colorado Center for Antisocial Drug Dependence. Data were available for 135 families, with phenotypic data available for female twins and female nontwin siblings. Seven items assessed two disordered eating characteristics: weight and shape concerns and behaviors (WSCB) and binge eating (BE). RESULTS No significant associations were found between any genetic variant and the two disordered eating characteristics. DISCUSSION This study suggests that utilizing polymorphisms in and near SLC6A4, including 5-HTTLPR, may not be useful in identifying genetic risk factors for disordered eating.
Collapse
Affiliation(s)
- Melissa A. Munn-Chernoff
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO,Institute for Behavioral Genetics, University of Colorado, Boulder, CO,To whom correspondence should be addressed: Institute for Behavioral Genetics, University of Colorado, 447 UCB, Boulder, CO 80503; Phone: 303-492-2817; Fax: 303-492-8063;
| | - Matthew B. McQueen
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO,Department of Integrative Physiology, University of Colorado, Boulder, CO
| | - Gary L. Stetler
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| | | | - Soo Hyun Rhee
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO,Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| | | | - Robin P. Corley
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| | - Andrew Smolen
- Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| | - John K. Hewitt
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO,Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| | - Michael C. Stallings
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO,Institute for Behavioral Genetics, University of Colorado, Boulder, CO
| |
Collapse
|
39
|
Wang K, Zhang H, Bloss CS, Duvvuri V, Kaye W, Schork NJ, Berrettini W, Hakonarson H. A genome-wide association study on common SNPs and rare CNVs in anorexia nervosa. Mol Psychiatry 2011; 16:949-59. [PMID: 21079607 DOI: 10.1038/mp.2010.107] [Citation(s) in RCA: 135] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Anorexia nervosa (AN) is a mental illness with high mortality that most commonly afflicts adolescent female individuals. Clinical symptoms include chronic food refusal, weight loss and body image distortions. We carried out a genome-wide association study on 1033 AN cases and 3733 pediatric control subjects, all of whom were of European ancestry and were genotyped on the Illumina HumanHap610 platform (Illumina, San Diego, CA, USA). We confirmed that common single-nucleotide polymorphisms (SNPs) within OPRD1 (rs533123, P=0.0015) confer risk for AN, and obtained suggestive evidence that common SNPs near HTR1D (rs7532266, P=0.04) confer risk for restricting-type AN specifically. However, no SNPs reached genome-wide significance in our data, whereas top association signals were detected near ZNF804B, CSRP2BP, NTNG1, AKAP6 and CDH9. In parallel, we performed genome-wide analysis on copy number variations (CNVs) using the signal intensity data from the SNP arrays. We did not find evidence that AN cases have more CNVs than control subjects, nor do they have over-representation of rare or large CNVs. However, we identified several regions with rare CNVs that were only observed in AN cases, including a recurrent 13q12 deletion (1.5 Mb) disrupting SCAS in two cases, and CNVs disrupting the CNTN6/CNTN4 region in several AN cases. In conclusion, our study suggests that both common SNPs and rare CNVs may confer genetic risk to AN. These results point to intriguing genes that await further validation in independent cohorts for confirmatory roles in AN.
Collapse
Affiliation(s)
- K Wang
- Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | | | | | | | | | | | | | | |
Collapse
|
40
|
Root TL, Szatkiewicz JP, Jonassaint CR, Thornton LM, Pinheiro AP, Strober M, Bloss C, Berrettini W, Schork NJ, Kaye WH, Bergen AW, Magistretti P, Brandt H, Crawford S, Crow S, Fichter MM, Goldman D, Halmi KA, Johnson C, Kaplan AS, Keel PK, Klump KL, La Via M, Mitchell JE, Rotondo A, Treasure J, Woodside DB, Bulik CM. Association of candidate genes with phenotypic traits relevant to anorexia nervosa. EUROPEAN EATING DISORDERS REVIEW 2011; 19:487-93. [PMID: 21780254 DOI: 10.1002/erv.1138] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2011] [Revised: 05/06/2011] [Accepted: 05/15/2011] [Indexed: 11/09/2022]
Abstract
This analysis is a follow-up to an earlier investigation of 182 genes selected as likely candidate genetic variations conferring susceptibility to anorexia nervosa (AN). As those initial case-control results revealed no statistically significant differences in single nucleotide polymorphisms, herein, we investigate alternative phenotypes associated with AN. In 1762 females, using regression analyses, we examined the following: (i) lowest illness-related attained body mass index; (ii) age at menarche; (iii) drive for thinness; (iv) body dissatisfaction; (v) trait anxiety; (vi) concern over mistakes; and (vii) the anticipatory worry and pessimism versus uninhibited optimism subscale of the harm avoidance scale. After controlling for multiple comparisons, no statistically significant results emerged. Although results must be viewed in the context of limitations of statistical power, the approach illustrates a means of potentially identifying genetic variants conferring susceptibility to AN because less complex phenotypes associated with AN are more proximal to the genotype and may be influenced by fewer genes.
Collapse
Affiliation(s)
- Tammy L Root
- Johns Hopkins University School of Medicine, Division of General Internal Medicine, Baltimore, MD, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
41
|
ZUKO AMILA, BOUYAIN SAMUEL, VAN DER ZWAAG BERT, BURBACH JPETERH. Contactins: structural aspects in relation to developmental functions in brain disease. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2011; 84:143-80. [PMID: 21846565 PMCID: PMC9921585 DOI: 10.1016/b978-0-12-386483-3.00001-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The contactins are members of a protein subfamily of neural immunoglobulin (Ig) domain-containing cell adhesion molecules. Their architecture is based on six N-terminal Ig domains, four fibronectin type III domains, and a C-terminal glycophosphatidylinositol (GPI)-anchor to the extracellular part of the cell membrane. Genetics of neuropsychiatric disorders, particularly autism spectrum disorders, have pinpointed contactin-4, -5, and -6 (CNTN4, -5, and -6) as potential disease genes in neurodevelopmental disorders and suggested that they participate in pathways important for appropriate brain development. These contactins have distinct but overlapping patterns of brain expression, and null-mutation causes subtle morphological and functional defects in the brain. The molecular basis of their neurodevelopmental functions is likely conferred by heterophilic protein interactions. Cntn4, -5, and -6 interact with protein tyrosine phosphatase receptor gamma (Ptptg) using a shared binding site that spans their second and third Ig repeats. Interactions with amyloid precursor protein (APP), Notch, and other IgCAMs have also been indicated. The present data indicate that Cntn4, -5, and -6 proteins may be part of heteromeric receptor complexes as well as serve as ligands themselves.
Collapse
Affiliation(s)
- AMILA ZUKO
- Department of Neuroscience and Pharmacology, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - SAMUEL BOUYAIN
- Division of Molecular Biology and Biochemistry, School of Biological Sciences, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - BERT VAN DER ZWAAG
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - J. PETER H. BURBACH
- Department of Neuroscience and Pharmacology, Rudolf Magnus Institute of Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
42
|
Abstract
The eating disorders anorexia nervosa (AN), bulimia nervosa (BN), binge eating disorder and allied diagnoses such as eating disorder not otherwise specified are common, complex psychiatric disorders with a significant genetic component. Aetiology is unknown, but both phenotypic characteristics and genetic factors appear to be shared across these disorders, and indeed patients often change between diagnostic categories. Molecular studies have attempted to define genetic risk factors for these disorders, including case-control and family-based candidate gene association studies and linkage analysis of multiply affected nuclear families. These have used both clinical diagnoses and eating disorder-related intermediate phenotypes such as drive-for-thinness or body dissatisfaction. Candidate gene studies have focussed on neurotransmitter and neurodevelopmental systems [e.g. serotonergic, opioid, cannabinoid and dopaminergic receptors, and brain-derived neurotrophic factor (BDNF)], appetite regulatory peptides and their receptors [leptin, ghrelin, agouti-related protein (AgRP), melanocortin receptors, neuropeptide Y], energy balance systems (e.g. uncoupling proteins), genes implicated in obesity (e.g. FTO) and sex hormone systems (e.g. oestrogen receptors), either identified on the basis of their function alone or as positional candidates from linkage analysis. Of these studies, linkage analysis implicates 1p33-36 for AN, 1q31.3 for quantitative behavioural traits related to anorexia and 10p14 for BN, as well as other behavioural phenotypes across both disorders. Candidate gene association has implicated BDNF, delta 1 opioid receptor (OPDR1) and AgRP. More recently, with the advent of genome-wide association studies (GWAS), analysis with microsatellite markers has implicated novel candidate loci for AN at 1q41 and 11q22, and further GWAS results are expected in the near future.
Collapse
Affiliation(s)
- Sietske G Helder
- MRC Social Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, Denmark Hill, London, SE5 8AF, UK.
| | | |
Collapse
|
43
|
Overexpression a novel zebra fish spermatogenesis-associated gene 17 (SPATA17) induces apoptosis in GC-1 cells. Mol Biol Rep 2010; 38:3945-52. [DOI: 10.1007/s11033-010-0511-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2010] [Accepted: 11/13/2010] [Indexed: 10/18/2022]
|
44
|
Miyake Y, Tsuboi Y, Koyanagi M, Fujimoto T, Shirasawa S, Kiyohara C, Tanaka K, Fukushima W, Sasaki S, Yamada T, Oeda T, Miki T, Kawamura N, Sakae N, Fukuyama H, Hirota Y, Nagai M. LRRK2 Gly2385Arg polymorphism, cigarette smoking, and risk of sporadic Parkinson's disease: a case-control study in Japan. J Neurol Sci 2010; 297:15-8. [PMID: 20673920 DOI: 10.1016/j.jns.2010.07.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2010] [Revised: 06/05/2010] [Accepted: 07/09/2010] [Indexed: 11/30/2022]
Abstract
Previous case-control studies in Japanese and ethnic Chinese populations reported that the LRRK2 Gly2385Arg variant is a risk factor for Parkinson's disease (PD). We aimed to validate the previous findings and investigate whether cigarette smoking influences the relationship between the Gly2385Arg variant and PD. Included were 229 cases within 6years of onset of sporadic PD. Controls were 358 inpatients and outpatients without a neurodegenerative disease. The frequency of the heterozygous genotype was 13.1% of cases and 6.4% of controls: adjusted OR for the GA genotype was 2.06 (95% CI: 1.15-3.69). Compared with subjects with the GG genotype who had ever smoked, those with the GA genotype who had never smoked had a 5.8-fold increased risk of sporadic PD. The multiplicative interaction between the SNP and smoking was not statistically significant. With respect to the additive interaction, the estimated attributable proportion due to interaction (AP), but not relative excess risk due to interaction or the synergy index, was statistically significant (AP=0.50, 95% CI: 0.05-0.94), suggesting the presence of a biological interaction. The present study confirms that the LRRK2 Gly2385Arg variant is a risk factor for sporadic PD. In addition, we provide new evidence for the biological interaction between the polymorphism and smoking with regard to the risk of sporadic PD.
Collapse
Affiliation(s)
- Yoshihiro Miyake
- Department of Public Health, Faculty of Medicine, Fukuoka University, Fukuoka, Japan.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Molecular mechanisms underlying anorexia nervosa: focus on human gene association studies and systems controlling food intake. ACTA ACUST UNITED AC 2009; 62:147-64. [PMID: 19931559 DOI: 10.1016/j.brainresrev.2009.10.007] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2009] [Revised: 10/08/2009] [Accepted: 10/08/2009] [Indexed: 01/08/2023]
Abstract
Anorexia nervosa (AN) is a complex multi-factorial disease with high heritability. The psychological AN symptoms are poorly connected with specific molecular mechanisms. Here we review the molecular basis of AN with the focus on human genetic association studies; we put these in the experimental biological context with emphasis on molecular systems controlling food intake and body weight in a direct or indirect manner. We systematically searched for human genetic studies related to AN and grouped data into main categories/systems reflecting their major known roles: (1) Systems related to mental disorders (serotonin, brain-derived neurotrophic factor (BDNF), norepinephrine (NE), glutamate (NMDA) receptor and SK3 channel, KCCN3). (2) Hunger regulatory systems (leptin, AGRP, MSH, melanocortin 4 receptor (MC4R), NPY, ghrelin, cholecystokinin (CCK). (3) Feeding motivation- and reward-related systems (opioids, OPRD1, cannabinoids (anandamide (AEA), THC, CBR1), dopamine, DRD2, DRD3, DRD4, catecholamine-O-methyl transferase (COMT). (4) Systems regulating energy metabolism (uncoupling proteins 2 and 3 (UCP2 and UCP3). (5) Neuroendocrine systems with emphasis on sex hormones (estrogen receptor-beta (ESR2). (6) The immune system and inflammatory response (tumor necrosis factor-alpha (TNF-alpha)). Overall, we found that in total 175 association studies have been performed on AN cohorts on 128 different polymorphisms related to 43 genes. We review the strongest associations, identify some genes that have an important role in regulating BMI whose possible relationship to AN has not been investigated and discuss the potential targets for pharmacological interventions.
Collapse
|