Association of Body Mass Index and Parkinson Disease: A Bidirectional Mendelian Randomization Study.
Journal: Neurology
Volume: 103
Issue: 3
Year of Publication: 2024
Affiliated Institutions:
From the Université Paris-Saclay (C.D., P.-E.S., B.P., A.E.), UVSQ, Inserm, Gustave Roussy, CESP, Villejuif, France; Centre for Genetic Epidemiology (A.A.K.S., M.S.), Institute for Clinical Epidemiology and Applied Biometry, and Department for Neurodegenerative Diseases (C.S., K.B., T.G.), Hertie Institute for Clinical Brain Research, University of Tubingen; German Center for Neurodegenerative Diseases (DZNE) (C.S., K.B., T.G.), Tubingen; Center for Human Genetics (S.G.), Universitatsklinikum Giessen und Marburg, Germany; Department of Public Health (P.-C.L.), National Cheng Kung University, Tainan, Taiwan; Translational Neuroscience (P.M., D.B., R.K.), Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-Belval; Institute of Human Genetics (M.R.B., P.L.), Helmholtz Zentrum München, Neuherberg, Germany; Molecular Genetics Section (A.B.S., D.H., C.E.), Laboratory of Neurogenetics, and Center for Alzheimer's and Related Dementias (A.B.S.), NIA, NIH, Bethesda, MD; Griffith Institute for Drug Discovery (G.D.M.), Griffith University, Nathan, Australia; Department of Neurology (A.A.Z.), Medical University of Vienna; Department of Neurology (W.P.), Wilhelminenspital, Austria; Tanz Centre for Research in Neurodegenerative Diseases (E.A.R., A.E.L.), University of Toronto; Edmond J. Safra Program in Parkinson's Disease (A.E.L.), Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN; Division of Neurology (A.E.L.), University of Toronto; Krembil Brain Institute (A.E.L.), Toronto, Ontario, Canada; Centre for Molecular Medicine and Innovative Therapeutics (S.K.), Murdoch University; Perron Institute for Neurological and Translational Science (S.K.), Nedlands, Australia; Department of Neurology and Neurosurgery (P.T.), University of Tartu; Neurology Clinic (P.T.), Tartu University Hospital, Estonia; Department of Neurologie (S.L., A.B., J.-C.C.), Institut du Cerveau-Paris Brain Institute-ICM, INSERM, CNRS, Assistance Publique Hôpitaux de Paris, Sorbonne Université; Assistance Publique Hôpitaux de Paris (J.-C.C.), Department of Neurology, CIC Neurosciences; Univ. Lille (M.-C.C.-H., E.M.), Inserm, CHU Lille, UMR-S -LilNCog-Centre de Recherche Lille Neurosciences & Cognition, France; Department of Neurology (A.B.D.), Ludwig Maximilians University of Munich; Department of Neurology (A.B.D.), Max Planck Institute of Psychiatry, Munich, Germany; Department of Neurology and Department of Clinical Genomics (A.B.D.), Mayo Clinic Florida, Jacksonville; Department of Neurology (G.M.H., E.D.), Laboratory of Neurogenetics, University of Thessaly, University Hospital of Larissa, Greece; Department of Neurology (G.M.H.), Medical School, University of Cyprus, Nicosia; st Department of Neurology (L. Stefanis, A.M.S.), Eginition Hospital, Medical School, National and Kapodistrian University of Athens; Center of Clinical Research, Experimental Surgery and Translational Research (L. Stefanis), Biomedical Research Foundation of the Academy of Athens, Greece; Department of Molecular Medicine (E.M.V.), University of Pavia; Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Mondino Foundation (E.M.V.), Pavia; UOC Medical Genetics and Advanced Cell Diagnostics (S.P.), S. Andrea University Hospital, Rome; Department of Clinical and Molecular Medicine (S.P.), University of Rome; Department of Biomedical Sciences (L. Straniero), Humanitas University, Milan; Parkinson Institute (A.L.Z.), Azienda Socio Sanitaria Territoriale (ASST) Gaetano Pini/CTO, Milano; Parkinson Institute (G.P.), Fontazione Grigioni-Via Zuretti, Milan; Department of Neurology (L.B., C.F.), San Gerardo Hospital, Monza; Department of Medicine and Surgery and Milan Center for Neuroscience (L.B., C.F.), University of Milano Bicocca, Milano; Institute for Biomedical Research and Innovation (G.A.), National Research Council, Cosenza; Institute of Neurology (A.Q.), Magna Graecia University; Institute of Molecular Bioimaging and Physiology National Research Council (M.G.), Catanzaro, Italy; Department of Integrative Physiology and Bio-Nano Medicine (H.M., A.N.), National Defense Medical College, Saitama; Department of Neurology (N.H., K.N.), Juntendo University School of Medicine, Bunkyo-ku, Tokyo, Japan; Department of Neurology (S.J.C.), Asan Medical Center, University of Ulsan College of Medicine; Department of Neurology (Y.J.K.), Yonsei University College of Medicine, Seoul, South Korea; Neurology (P.K., R.K.), Centre Hospitalier de Luxembourg; Department of Neurology (B.P.C.V.D.W., B.R.B.), Donders Institute for Brain, Cognition and Behaviour, Nijmegen, Radboud University Medical Centre, the Netherlands; Department of Neurology (M.T., L.P.), Oslo University Hospital, Norway; Instituto de Medicina Molecular João Lobo Antunes (L.C.G., J.J.F.), Faculdade de Medicina, Universidade de Lisboa; Department of Neurosciences and Mental Health (L.C.G.), Neurology, Hospital de Santa Maria, Centro Hospitalar Universitario Lisboa Norte (CHULN); Laboratory of Clinical Pharmacology and Therapeutics (J.J.F.), Faculdade de Medicina, Universidade de Lisboa, Portugal; Division of Molecular Biology and Human Genetics (S.B.), Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa; Division of Neurology (J.C.), Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa; Parkinson's disease & Movement Disorders Unit (E.T.), Neurology Service, Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), University of Barcelona; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED: CB//-ISCIII) (E.T.); Lab of Parkinson Disease and Other Neurodegenerative Movement Disorders (M.E.), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Institut de Neurociències, Universitat de Barcelona; Fundació per la Recerca Biomèdica i Social Mútua Terrassa (P.P., M.D.-F.), Terrassa; Movement Disorders Unit (P.P., M.D.-F.), Department of Neurology, Hospital Universitari Mutua de Terrassa, Barcelona, Spain; Department of Clinical Neuroscience (K.W.), Department of Medical Epidemiology and Biostatistics (K.W., N.L.P.), and Department of Neuroscience (C.R., A.C.B.), Karolinska Institutet, Stockholm; Department of Clinical Sciences Lund (A.P., C.H.), Neurology, Skåne University Hospital, Lund University, Sweden; University of Birmingham and Sandwell and West Birmingham Hospitals NHS Trust (C.E.C.); Faculty of Medicine (K.E.M.), Health and Life Sciences, Queens University, Belfast; Department of Clinical and Movement Neurosciences (M.M.T.), UCL Queen Square Institute of Neurology, University College London, United Kingdom; Department of Neurology (D.K., L.F.B.), Northwestern University Feinberg School of Medicine, Chicago, IL; Metabolic Biochemistry (L.F.B.), Biomedical Center (BMC), Faculty of Medicine, Ludwig-Maximilians-Universität München; Munich Cluster for Systems Neurology (SyNergy) (L.F.B.); German Center for Neurodegenerative Diseases (DZNE) (L.F.B.), Munich, Germany; Department of Neurology (M.F.), McKnight Brain Institute, University of Florida, Gainesville; Parkinson's Research Clinic (R.K.), Centre Hospitalier de Luxembourg; and Transversal Translational Medicine (R.K.), Luxembourg Institute of Health (LIH), Strassen.
Abstract summary
The role of body mass index (BMI) in Parkinson disease (PD) is unclear. Based on the Comprehensive Unbiased Risk Factor Assessment for Genetics and Environment in PD (Courage-PD) consortium, we used 2-sample Mendelian randomization (MR) to replicate a previously reported inverse association of genetically predicted BMI with PD and investigated whether findings were robust in analyses addressing the potential for survival and incidence-prevalence biases. We also examined whether the BMI-PD relation is bidirectional by performing a reverse MR.We used summary statistics from a genome-wide association study (GWAS) to extract the association of 501 single-nucleotide polymorphisms (SNPs) with BMI and from the Courage-PD and international Parkinson Disease Genomics Consortium (iPDGC) to estimate their association with PD. Analyses are based on participants of European ancestry. We used the inverse-weighted method to compute odds ratios (OR per 4.8 kg/m [95% CI]) of PD and additional pleiotropy robust methods. We performed analyses stratified by age, disease duration, and sex. For reverse MR, we used SNPs associated with PD from 2 iPDGC GWAS to assess the effect of genetic liability toward PD on BMI.Summary statistics for BMI are based on 806,834 participants (54% women). Summary statistics for PD are based on 8,919 (40% women) cases and 7,600 (55% women) controls from Courage-PD, and 19,438 (38% women) cases and 24,388 (51% women) controls from iPDGC. In Courage-PD, we found an inverse association between genetically predicted BMI and PD (OR 0.82 [0.70-0.97], = 0.012) without evidence for pleiotropy. This association tended to be stronger in younger participants (≤67 years, OR 0.71 [0.55-0.92]) and cases with shorter disease duration (≤7 years, OR 0.75 [0.62-0.91]). In pooled Courage-PD + iPDGC analyses, the association was stronger in women (OR 0.85 [0.74-0.99], = 0.032) than men (OR 0.92 [0.80-1.04], = 0.18), but the interaction was not statistically significant (-interaction = 0.48). In reverse MR, there was evidence for pleiotropy, but pleiotropy robust methods showed a significant inverse association.Using an independent data set (Courage-PD), we replicate an inverse association of genetically predicted BMI with PD, not explained by survival or incidence-prevalence biases. Moreover, reverse MR analyses support an inverse association between genetic liability toward PD and BMI, in favor of a bidirectional relation.
Authors & Co-authors:
Domenighetti Cloé C
Sugier Pierre-Emmanuel PE
Ashok Kumar Sreelatha Ashwin A
Schulte Claudia C
Grover Sandeep S
Portugal Berta B
Lee Pei-Chen PC
May Patrick P
Bobbili Dheeraj D
Radivojkov Blagojevic Milena M
Lichtner Peter P
Singleton Andrew B AB
Hernandez Dena D
Edsall Connor C
Mellick George D GD
Zimprich Alexander A AA
Pirker Walter W
Rogaeva Ekaterina A EA
Lang Anthony E AE
Koks Sulev S
Taba Pille P
Lesage Suzanne S
Brice Alexis A
Corvol Jean-Christophe JC
Chartier-Harlin Marie-Christine MC
Mutez Eugenie E
Brockmann Kathrin K
Deutschlander Angela B AB
Hadjigeorgiou Georgios M GM
Dardiotis Efthimios E
Stefanis Leonidas L
Simitsi Athina Maria AM
Valente Enza Maria EM
Petrucci Simona S
Straniero Letizia L
Zecchinelli Anna L AL
Pezzoli Gianni G
Brighina Laura L
Ferrarese Carlo C
Annesi Grazia G
Quattrone Andrea A
Gagliardi Monica M
Matsuo Hirotaka H
Nakayama Akiyoshi A
Hattori Nobutaka N
Nishioka Kenya K
Chung Sun Ju SJ
Kim Yun Joong YJ
Kolber Pierre P
Van De Warrenburg Bart P C BPC
Bloem Bastiaan R BR
Toft Mathias M
Pihlstrøm Lasse L
Correia Guedes Leonor L
Ferreira Joaquim J JJ
Bardien Soraya S
Carr Jonathan J
Tolosa Eduardo E
Ezquerra Mario M
Pastor Pau P
Diez-Fairen Monica M
Wirdefeldt Karin K
Pedersen Nancy L NL
Ran Caroline C
Belin Andrea C AC
Puschmann Andreas A
Hellberg Clara C
Clarke Carl E CE
Morrison Karen E KE
Tan Manuela M MM
Krainc Dimitri D
Burbulla Lena F LF
Farrer Matthew M
Kruger Rejko R
Gasser Thomas T
Sharma Manu M
Elbaz Alexis A
Study Outcome
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