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Berthold N, MacDermod CM, Thornton LM, Parker R, Morales SAC, Hog L, Kennedy HL, Guintivano J, Sullivan PF, Crowley JJ, Johnson JS, Birgegård A, Fundín BT, Frans E, Xu J, Ngāti Pūkenga MP, Miller AL, Aguilar MV, Barakat S, Abdulkadir M, White JP, Larsen JT, Trujillo E, Winterman B, Zhang R, Lawson R, Wonderlich S, Wonderlich J, Schaefer LM, Mehler PS, Oakes J, Foster M, Gaudiani J, Vacuán ETC, Compte EJ, Petersen LV, Yilmaz Z, Micali N, Jordan J, Kennedy MA, Maguire S, Huckins LM, Lu Y, Dinkler L, Martin NG, Bulik CM. The Eating Disorders Genetics Initiative 2 (EDGI2): study protocol. BMC Psychiatry 2025; 25:532. [PMID: 40419993 PMCID: PMC12105188 DOI: 10.1186/s12888-025-06777-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2025] [Accepted: 03/26/2025] [Indexed: 05/28/2025] Open
Abstract
BACKGROUND The Eating Disorders Genetics Initiative 2 (EDGI2) is designed to explore the role of genes and environment in anorexia nervosa, bulimia nervosa, binge-eating disorder, and avoidant/restrictive food intake disorder (ARFID) with a focus on broad population representation and severe and/or longstanding illness. METHODS A total of 20,000 new participants (18,700 cases and 1,300 controls) will be ascertained from the United States (US), Mexico (MX), Australia (AU), Aotearoa New Zealand (NZ), Sweden (SE), and Denmark (DK). Comprehensive phenotyping and genotyping will be performed for participants in US, MX, AU, NZ, and SE using the EDGI2 questionnaire battery and participant saliva samples. In DK, case identification and genotyping will be through the National Patient Register and bloodspots archived near birth. Case-control and case-case genome-wide association studies will be conducted within EDGI2 and enhanced via meta-analysis with external data from the Eating Disorders Working Group of the Psychiatric Genomics Consortium (PGC-ED). Additional analyses will explore genetic correlations between eating disorders (EDs) and other psychiatric and metabolic traits, calculate polygenic risk scores (PRS), and leverage functional biology to evaluate clinical outcomes. Moreover, analyzing PRS for patient stratification and linking identified risk loci to clinically relevant phenotypes highlight the potential of EDGI2 for clinical translation. DISCUSSION EDGI2 is a global expansion of the EDGI study to increase sample size, increase participant representation across multiple ancestral backgrounds, and to include ARFID. ED genetics research has historically lagged behind other psychiatric disorders, and EDGI2 is designed to rapidly advance the study of the genetics of the major EDs. Exploring EDs at both the diagnostic level and the symptom level will provide an unprecedented look at the genetic architecture underlying EDs. TRIAL REGISTRATION EDGI2 is a registered clinical trial: clinicaltrials.gov NCT06594913. https://clinicaltrials.gov/study/NCT06594913 (posted September 19, 2024).
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Affiliation(s)
- Natasha Berthold
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
- School of Human Sciences, University of Western Australia, Crawley, WA, 6009, Australia
- Perron Research Institute, Nedlands, WA, 6009, Australia
| | - Casey M MacDermod
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
| | - Laura M Thornton
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
| | - Richard Parker
- QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Locked Bag 2000, Brisbane, QLD, 4029, Australia
| | - Shantal Anid Cortés Morales
- Research Department, Comenzar de Nuevo, Monterrey, Mexico
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud - , Monterrey, Mexico
| | - Liv Hog
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Hannah L Kennedy
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Jerry Guintivano
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
| | - Patrick F Sullivan
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - James J Crowley
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jessica S Johnson
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
| | - Andreas Birgegård
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Bengt T Fundín
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Emma Frans
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Jiayi Xu
- Division of Molecular Psychiatry, Department of Psychiatry, Yale University, New Haven, CT, USA
| | | | - Allison L Miller
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Mariana Valdez Aguilar
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
| | - Sarah Barakat
- Insideout Institute for Eating Disorders, The University of Sydney, Sydney, Australia
| | - Mohamed Abdulkadir
- Department of Public Health, National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Jennifer P White
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
- Department of Psychology, University of Albany, State University of New York, Albany, NY, USA
| | - Janne T Larsen
- Department of Public Health, National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Elsie Trujillo
- Research Department, Comenzar de Nuevo, Monterrey, Mexico
| | | | - Ruyue Zhang
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Rachel Lawson
- South Island Eating Disorders Service, Health NZ Te Whatu Ora, Christchurch, New Zealand
| | - Stephen Wonderlich
- Center for Biobehavioral Research, Sanford Health, Fargo, ND, USA
- Department of Psychiatry and Behavioral Science, University of North Dakota School of Medicine and Health Sciences, Fargo, ND, USA
| | | | | | - Philip S Mehler
- ACUTE Center for Eating Disorders and Severe Malnutrition, Denver Health and Hospital Authority, Denver, CO, USA
| | - Judy Oakes
- ACUTE Center for Eating Disorders and Severe Malnutrition, Denver Health and Hospital Authority, Denver, CO, USA
| | - Marina Foster
- ACUTE Center for Eating Disorders and Severe Malnutrition, Denver Health and Hospital Authority, Denver, CO, USA
| | | | - Eva Trujillo Chi Vacuán
- Research Department, Comenzar de Nuevo, Monterrey, Mexico
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud - , Monterrey, Mexico
| | - Emilio J Compte
- Research Department, Comenzar de Nuevo, Monterrey, Mexico
- Eating Behavior Research Center, School of Psychology, Universidad Adolfo Ibáñez, Santiago, Chile
| | - Liselotte V Petersen
- Department of Public Health, National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
| | - Zeynep Yilmaz
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA
- Department of Public Health, National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Nadia Micali
- Center for Eating and Feeding Disorders Research, Mental Health Services of the Capital Region of Denmark, Psychiatric Centre Ballerup, Copenhagen, Denmark
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Jennifer Jordan
- Department of Psychological Medicine, University of Otago, Christchurch, New Zealand
- Health NZ - Te Whatu Ora, Christchurch, New Zealand
| | - Martin A Kennedy
- Tecnologico de Monterrey, Escuela de Medicina y Ciencias de la Salud - , Monterrey, Mexico
| | - Sarah Maguire
- Insideout Institute for Eating Disorders, The University of Sydney, Sydney, Australia
- Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Laura M Huckins
- Division of Molecular Psychiatry, Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Yi Lu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Lisa Dinkler
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Nicholas G Martin
- QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Locked Bag 2000, Brisbane, QLD, 4029, Australia
| | - Cynthia M Bulik
- Department of Psychiatry, University of North Carolina at Chapel Hill, #7160, 101 Manning Drive, Chapel Hill, CBNC, 27599 - 7160, USA.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 171 77, Stockholm, Sweden.
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
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Xu Q, He L, Zhang S, Di X, Jiang H. Deubiquitinase OTUD3: a double-edged sword in immunity and disease. Front Cell Dev Biol 2023; 11:1237530. [PMID: 37829187 PMCID: PMC10566363 DOI: 10.3389/fcell.2023.1237530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/28/2023] [Indexed: 10/14/2023] Open
Abstract
Deubiquitination is an important form of post-translational modification that regulates protein homeostasis. Ovarian tumor domain-containing proteins (OTUDs) subfamily member OTUD3 was identified as a deubiquitinating enzyme involved in the regulation of various physiological processes such as immunity and inflammation. Disturbances in these physiological processes trigger diseases in humans and animals, such as cancer, neurodegenerative diseases, diabetes, mastitis, etc. OTUD3 is aberrantly expressed in tumors and is a double-edged sword, exerting tumor-promoting or anti-tumor effects in different types of tumors affecting cancer cell proliferation, metastasis, and metabolism. OTUD3 is regulated at the transcriptional level by a number of MicroRNAs, such as miR-520h, miR-32, and miR101-3p. In addition, OTUD3 is regulated by a number of post-translational modifications, such as acetylation and ubiquitination. Therefore, understanding the regulatory mechanisms of OTUD3 expression can help provide insight into its function in human immunity and disease, offering the possibility of its use as a therapeutic target to diagnose or treat disease.
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Affiliation(s)
- Qiao Xu
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Lan He
- School of Biomedical Science, Hunan University, Changsha, Hunan, China
| | - Shubing Zhang
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Xiaotang Di
- Department of Cell Biology, School of Life Sciences, Central South University, Changsha, Hunan, China
| | - Hao Jiang
- Department of Biomedical Informatics, School of Life Sciences, Central South University, Changsha, Hunan, China
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Ottesen EW, Singh NN, Luo D, Kaas B, Gillette B, Seo J, Jorgensen H, Singh RN. Diverse targets of SMN2-directed splicing-modulating small molecule therapeutics for spinal muscular atrophy. Nucleic Acids Res 2023; 51:5948-5980. [PMID: 37026480 PMCID: PMC10325915 DOI: 10.1093/nar/gkad259] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 03/13/2023] [Accepted: 03/28/2023] [Indexed: 04/08/2023] Open
Abstract
Designing an RNA-interacting molecule that displays high therapeutic efficacy while retaining specificity within a broad concentration range remains a challenging task. Risdiplam is an FDA-approved small molecule for the treatment of spinal muscular atrophy (SMA), the leading genetic cause of infant mortality. Branaplam is another small molecule which has undergone clinical trials. The therapeutic merit of both compounds is based on their ability to restore body-wide inclusion of Survival Motor Neuron 2 (SMN2) exon 7 upon oral administration. Here we compare the transcriptome-wide off-target effects of these compounds in SMA patient cells. We captured concentration-dependent compound-specific changes, including aberrant expression of genes associated with DNA replication, cell cycle, RNA metabolism, cell signaling and metabolic pathways. Both compounds triggered massive perturbations of splicing events, inducing off-target exon inclusion, exon skipping, intron retention, intron removal and alternative splice site usage. Our results of minigenes expressed in HeLa cells provide mechanistic insights into how these molecules targeted towards a single gene produce different off-target effects. We show the advantages of combined treatments with low doses of risdiplam and branaplam. Our findings are instructive for devising better dosing regimens as well as for developing the next generation of small molecule therapeutics aimed at splicing modulation.
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Affiliation(s)
- Eric W Ottesen
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Natalia N Singh
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Diou Luo
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Bailey Kaas
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Benjamin J Gillette
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Joonbae Seo
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Hannah J Jorgensen
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
| | - Ravindra N Singh
- Department of Biomedical Sciences, Iowa State University, Ames, IA 50011, USA
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