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Lai D, Alipanahi B, Fontanillas P, Schwantes-An TH, Aasly J, Alcalay RN, Beecham GW, Berg D, Bressman S, Brice A, Brockman K, Clark L, Cookson M, Das S, Van Deerlin V, Follett J, Farrer MJ, Trinh J, Gasser T, Goldwurm S, Gustavsson E, Klein C, Lang AE, Langston JW, Latourelle J, Lynch T, Marder K, Marras C, Martin ER, McLean CY, Mejia-Santana H, Molho E, Myers RH, Nuytemans K, Ozelius L, Payami H, Raymond D, Rogaeva E, Rogers MP, Ross OA, Samii A, Saunders-Pullman R, Schüle B, Schulte C, Scott WK, Tanner C, Tolosa E, Tomkins JE, Vilas D, Trojanowski JQ, Uitti R, Vance JM, Visanji NP, Wszolek ZK, Zabetian CP, Mirelman A, Giladi N, Orr Urtreger A, Cannon P, Fiske B, Foroud T. Genomewide Association Studies of LRRK2 Modifiers of Parkinson's Disease. Ann Neurol 2021; 90:76-88. [PMID: 33938021 PMCID: PMC8252519 DOI: 10.1002/ana.26094] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/28/2021] [Accepted: 04/29/2021] [Indexed: 02/03/2023]
Abstract
Objective The aim of this study was to search for genes/variants that modify the effect of LRRK2 mutations in terms of penetrance and age‐at‐onset of Parkinson's disease. Methods We performed the first genomewide association study of penetrance and age‐at‐onset of Parkinson's disease in LRRK2 mutation carriers (776 cases and 1,103 non‐cases at their last evaluation). Cox proportional hazard models and linear mixed models were used to identify modifiers of penetrance and age‐at‐onset of LRRK2 mutations, respectively. We also investigated whether a polygenic risk score derived from a published genomewide association study of Parkinson's disease was able to explain variability in penetrance and age‐at‐onset in LRRK2 mutation carriers. Results A variant located in the intronic region of CORO1C on chromosome 12 (rs77395454; p value = 2.5E‐08, beta = 1.27, SE = 0.23, risk allele: C) met genomewide significance for the penetrance model. Co‐immunoprecipitation analyses of LRRK2 and CORO1C supported an interaction between these 2 proteins. A region on chromosome 3, within a previously reported linkage peak for Parkinson's disease susceptibility, showed suggestive associations in both models (penetrance top variant: p value = 1.1E‐07; age‐at‐onset top variant: p value = 9.3E‐07). A polygenic risk score derived from publicly available Parkinson's disease summary statistics was a significant predictor of penetrance, but not of age‐at‐onset. Interpretation This study suggests that variants within or near CORO1C may modify the penetrance of LRRK2 mutations. In addition, common Parkinson's disease associated variants collectively increase the penetrance of LRRK2 mutations. ANN NEUROL 2021;90:82–94
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Affiliation(s)
- Dongbing Lai
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN
| | | | | | - Tae-Hwi Schwantes-An
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN
| | - Jan Aasly
- Department of Neurology, St. Olavs Hospital, Trondheim, Norway
| | - Roy N Alcalay
- Department of Neurology, Columbia University, New York, NY
| | - Gary W Beecham
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL
| | - Daniela Berg
- Department of Neurology, Christian-Albrechts-University of Kiel, Kiel, Germany.,Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Susan Bressman
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Alexis Brice
- Sorbonne Université, Institut du Cerveau et de la Moelle épinière (ICM), AP-HP, Inserm, CNRS, University Hospital Pitié-Salpêtrière, Paris, France
| | - Kathrin Brockman
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - Lorraine Clark
- Department of Pathology and Cell Biology, Columbia University, New York, NY
| | - Mark Cookson
- Laboratory of Neurogenetics, National Institute of Aging, National Institute of Health, Bethesda, MD
| | | | - Vivianna Van Deerlin
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jordan Follett
- Laboratory of Neurogenetics and Neuroscience, Fixel Institute for Neurological Diseases, McKnight Brain Institute, L5-101D, UF Clinical and Translational Science Institute, University of Florida, Gainesville, FL
| | - Matthew J Farrer
- Laboratory of Neurogenetics and Neuroscience, Fixel Institute for Neurological Diseases, McKnight Brain Institute, L5-101D, UF Clinical and Translational Science Institute, University of Florida, Gainesville, FL
| | - Joanne Trinh
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany
| | - Thomas Gasser
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | | | - Emil Gustavsson
- Centre for Applied Neurogenetics, University of British Columbia, Vancouver, Canada
| | - Christine Klein
- Institute of Neurogenetics, University of Luebeck, Luebeck, Germany
| | - Anthony E Lang
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Canada
| | - J William Langston
- Departments of Neurology, Neuroscience, and Pathology, Stanford University School of Medicine, Stanford, CA
| | | | - Timothy Lynch
- Dublin Neurological Institute at the Mater Misericordiae University Hospital, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Karen Marder
- Department of Neurology and Psychiatry, Taub Institute and Sergievsky Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY
| | - Connie Marras
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Canada
| | - Eden R Martin
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL
| | - Cory Y McLean
- 23andMe, Inc., Sunnyvale, CA.,Google LLC, Cambridge, MA
| | | | - Eric Molho
- Department of Neurology, Albany Medical College, Albany, NY
| | | | - Karen Nuytemans
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL
| | - Laurie Ozelius
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Haydeh Payami
- Department of Neurology, University of Alabama at Birmingham, Birmingham, AL
| | - Deborah Raymond
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY
| | - Ekaterina Rogaeva
- Tanz Centre for Research in Neurodegenerative Diseases and Department of Neurology, University of Toronto, Toronto, Canada
| | - Michael P Rogers
- Department of General Surgery, University of South Florida Morsani College of Medicine, Tampa, FL
| | - Owen A Ross
- Departments of Neuroscience and Clinical Genomics, Mayo Clinic, Jacksonville, FL.,School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Ali Samii
- VA Puget Sound Health Care System and Department of Neurology, University of Washington, Seattle, WA
| | | | - Birgitt Schüle
- Department of Pathology, Stanford University School of Medicine, Stanford, CA
| | - Claudia Schulte
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
| | - William K Scott
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL
| | - Caroline Tanner
- University of California, San Francisco Veterans Affairs Health Care System, San Francisco, CA
| | - Eduardo Tolosa
- Parkinson Disease and Movement Disorders Unit, Hospital Clínic Universitari, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB), Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Barcelona, Spain
| | | | - Dolores Vilas
- Parkinson Disease and Movement Disorders Unit, Hospital Clínic Universitari, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona (UB), Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Barcelona, Spain
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
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- 23andMe, Inc., Sunnyvale, CA
| | - Ryan Uitti
- Department of Neurology, Mayo Clinic, Jacksonville, FL
| | - Jeffery M Vance
- John P. Hussman Institute for Human Genomics and Dr. John T. Macdonald Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, FL
| | - Naomi P Visanji
- The Edmond J. Safra Program in Parkinson's Disease and the Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, Toronto, Canada
| | | | - Cyrus P Zabetian
- VA Puget Sound Health Care System and Department of Neurology, University of Washington, Seattle, WA
| | - Anat Mirelman
- Tel Aviv Sourasky Medical Center, Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Nir Giladi
- Tel Aviv Sourasky Medical Center, Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Avi Orr Urtreger
- Tel Aviv Sourasky Medical Center, Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | | | - Brian Fiske
- The Michael J. Fox Foundation for Parkinson's Research, New York, NY
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN
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Goldenberg MDF, Huang X, Chen H, Kong L, Postolache TT, Stiller JW, Ryan KA, Pavlovich M, Pollin TI, Shuldiner AR, Mailman RB, Mitchell BD. Parkinson's Disease-Related Motor and Nonmotor Symptoms in the Lancaster Amish. Neuroepidemiology 2020; 54:392-397. [PMID: 32739915 DOI: 10.1159/000509394] [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: 04/14/2020] [Accepted: 06/09/2020] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Previous research has suggested that the Amish may experience a relatively high prevalence of Parkinson's disease (PD) and/or parkinsonian motor signs. METHODS In a large sample from the Amish community in Lancaster County, Pennsylvania, age ≥18 years, we assessed the prevalence of self-reported PD diagnosis. For those without self-reported PD diagnosis, we assessed the frequency of PD-related motor symptoms using a 9-item questionnaire that was designed by the PD Epidemiology Research Group. Lastly, we queried study participants for the presence of 2 nonmotor symptoms that have been commonly linked to PD: bowel movement frequency and daytime sleepiness. RESULTS Among 2,025 subjects who answered the PD questionnaire, 430 were older than 60 years. Of 430 participants ≥60 years, 5 (1.2%) reported a PD diagnosis. Of those without a PD diagnosis, 10.5% reported ≥1 and 1.2% ≥ 4 motor symptoms for the 9-item PD screening questionnaire. Of the 3,789 subjects who answered the question about bowel movement frequency, 0.7% reported ≤3 bowel movements per week. Among 1,710 subjects who answered the question about daytime sleepiness, 8.1% of the participants reported "always" sleepy during the day. DISCUSSION These data neither support a markedly higher PD prevalence in the older Lancaster Amish nor do they show dramatically higher motor and/or selected nonmotor symptoms than the general population. Future studies that employ more rigorous procedures for case identification and PD-specific preclinical symptoms/tests are needed to determine the potential differences and similarities among different Amish populations and between Amish and non-Amish populations.
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Affiliation(s)
- Michael D F Goldenberg
- Department of Neurology, Penn State Health-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Xuemei Huang
- Department of Neurology, Penn State Health-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA,
| | - Honglei Chen
- Department of Epidemiology, Michigan State University, East Lansing, Michigan, USA
| | - Lan Kong
- Department of Public Health Sciences, Penn State University-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA
| | - Teodor T Postolache
- Mood and Anxiety Program, University of Maryland School of Medicine, Baltimore, MD, Rocky Mountain Mental Illness, Research Education and Clinical Center, Denver, Colorado, USA.,Rocky Mountain Mental Illness Research, Education and Clinical Center, Denver, Colorado, USA.,VISN 5 Capitol Health Care Network Mental Illness Research Education and Clinical Center, Baltimore, Maryland, USA
| | - John W Stiller
- Mood and Anxiety Program, University of Maryland School of Medicine, Baltimore, MD, Rocky Mountain Mental Illness, Research Education and Clinical Center, Denver, Colorado, USA.,St. Elizabeth's Hospital, Neurology Consultation Service, Washington, District of Columbia, USA
| | - Katherine A Ryan
- VISN 5 Capitol Health Care Network Mental Illness Research Education and Clinical Center, Baltimore, Maryland, USA
| | - Mary Pavlovich
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Toni I Pollin
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Alan R Shuldiner
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Richard B Mailman
- Department of Neurology, Penn State Health-Milton S. Hershey Medical Center, Hershey, Pennsylvania, USA.,Department of Pharmacology, Penn State College of Medicine, Hershey, Pennsylvania, USA
| | - Braxton D Mitchell
- Program for Personalized and Genomic Medicine, Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA.,Geriatric Research and Education Clinical Center, Veterans Administration Medical Center, Baltimore, Maryland, USA
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Lee WJ, Pollin TI, O'Connell JR, Agarwala R, Schäffer AA. PedHunter 2.0 and its usage to characterize the founder structure of the Old Order Amish of Lancaster County. BMC MEDICAL GENETICS 2010; 11:68. [PMID: 20433770 PMCID: PMC2880975 DOI: 10.1186/1471-2350-11-68] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/04/2009] [Accepted: 05/02/2010] [Indexed: 01/11/2023]
Abstract
BACKGROUND Because they are a closed founder population, the Old Order Amish (OOA) of Lancaster County have been the subject of many medical genetics studies. We constructed four versions of Anabaptist Genealogy Database (AGDB) using three sources of genealogies and multiple updates. In addition, we developed PedHunter, a suite of query software that can solve pedigree-related problems automatically and systematically. METHODS We report on how we have used new features in PedHunter to quantify the number and expected genetic contribution of founders to the OOA. The queries and utility of PedHunter programs are illustrated by examples using AGDB in this paper. For example, we calculated the number of founders expected to be contributing genetic material to the present-day living OOA and estimated the mean relative founder representation for each founder. New features in PedHunter also include pedigree trimming and pedigree renumbering, which should prove useful for studying large pedigrees. RESULTS With PedHunter version 2.0 querying AGDB version 4.0, we identified 34,160 presumed living OOA individuals and connected them into a 14-generation pedigree descending from 554 founders (332 females and 222 males) after trimming. From the analysis of cumulative mean relative founder representation, 128 founders (78 females and 50 males) accounted for over 95% of the mean relative founder contribution among living OOA descendants. DISCUSSION/CONCLUSIONS The OOA are a closed founder population in which a modest number of founders account for the genetic variation present in the current OOA population. Improvements to the PedHunter software will be useful in future studies of both the OOA and other populations with large and computerized genealogies.
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Affiliation(s)
- Woei-Jyh Lee
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, Maryland 20894, USA
| | - Toni I Pollin
- Department of Medicine, Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, 660 W. Redwood Street, Baltimore, Maryland 21201, USA
| | - Jeffrey R O'Connell
- Department of Medicine, Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, 660 W. Redwood Street, Baltimore, Maryland 21201, USA
- Animal Improvement Programs Laboratory, Agricultural Research Service, United States Department of Agriculture, 10300 Baltimore Avenue, Beltsville, Maryland 20705, USA
| | - Richa Agarwala
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, Maryland 20894, USA
| | - Alejandro A Schäffer
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, 8600 Rockville Pike, Bethesda, Maryland 20894, USA
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