Frontiers in Aging Neuroscience (Oct 2018)
Exploring Genetic Associations of Alzheimer’s Disease Loci With Mild Cognitive Impairment Neurocognitive Endophenotypes
- Ana Espinosa,
- Begoña Hernández-Olasagarre,
- Sonia Moreno-Grau,
- Luca Kleineidam,
- Luca Kleineidam,
- Luca Kleineidam,
- Stefanie Heilmann-Heimbach,
- Stefanie Heilmann-Heimbach,
- Isabel Hernández,
- Steffen Wolfsgruber,
- Steffen Wolfsgruber,
- Holger Wagner,
- Maitée Rosende-Roca,
- Ana Mauleón,
- Liliana Vargas,
- Asunción Lafuente,
- Octavio Rodríguez-Gómez,
- Carla Abdelnour,
- Silvia Gil,
- Marta Marquié,
- Miguel A. Santos-Santos,
- Ángela Sanabria,
- Gemma Ortega,
- Gemma Monté-Rubio,
- Alba Pérez,
- Marta Ibarria,
- Susana Ruiz,
- Johannes Kornhuber,
- Oliver Peters,
- Lutz Frölich,
- Michael Hüll,
- Jens Wiltfang,
- Tobias Luck,
- Steffi Riedel-Heller,
- Laura Montrreal,
- Pilar Cañabate,
- Mariola Moreno,
- Silvia Preckler,
- Nuria Aguilera,
- Itziar de Rojas,
- Adelina Orellana,
- Montserrat Alegret,
- Sergi Valero,
- Markus M. Nöthen,
- Markus M. Nöthen,
- Michael Wagner,
- Michael Wagner,
- Frank Jessen,
- Frank Jessen,
- Frank Jessen,
- Lluis Tárraga,
- Mercè Boada,
- Alfredo Ramírez,
- Alfredo Ramírez,
- Agustín Ruiz
Affiliations
- Ana Espinosa
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Begoña Hernández-Olasagarre
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Sonia Moreno-Grau
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Luca Kleineidam
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- Luca Kleineidam
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Luca Kleineidam
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
- Stefanie Heilmann-Heimbach
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
- Stefanie Heilmann-Heimbach
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Isabel Hernández
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Steffen Wolfsgruber
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Steffen Wolfsgruber
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Holger Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Maitée Rosende-Roca
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Ana Mauleón
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Liliana Vargas
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Asunción Lafuente
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Octavio Rodríguez-Gómez
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Carla Abdelnour
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Silvia Gil
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Marta Marquié
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Miguel A. Santos-Santos
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Ángela Sanabria
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Gemma Ortega
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Gemma Monté-Rubio
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Alba Pérez
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Marta Ibarria
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Susana Ruiz
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, University Clinic Erlangen, Erlangen, Germany
- Oliver Peters
- Department of Psychiatry, Charité University Medicine, Berlin, Germany
- Lutz Frölich
- 0Department of Geriatric Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- Michael Hüll
- 1Center for Geriatric Medicine and Section of Gerontopsychiatry and Neuropsychology, Medical School, University of Freiburg, Freiburg, Germany
- Jens Wiltfang
- 2Department of Psychiatry and Psychotherapy, University of Göttingen, Göttingen, Germany
- Tobias Luck
- 3Department of Economic and Social Sciences & Institute of Social Medicine, Rehabilitation Sciences and Healthcare Research (ISRV), University of Applied Sciences Nordhausen, Nordhausen, Germany
- Steffi Riedel-Heller
- 4Institute of Social Medicine, Occupational Health and Public Health, University of Leipzig, Leipzig, Germany
- Laura Montrreal
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Pilar Cañabate
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Mariola Moreno
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Silvia Preckler
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Nuria Aguilera
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Itziar de Rojas
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Adelina Orellana
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Montserrat Alegret
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Sergi Valero
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Markus M. Nöthen
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
- Markus M. Nöthen
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany
- Michael Wagner
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Frank Jessen
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
- Frank Jessen
- Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany
- Frank Jessen
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
- Lluis Tárraga
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Mercè Boada
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- Alfredo Ramírez
- Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
- Alfredo Ramírez
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
- Agustín Ruiz
- Research Center and Memory Clinic, Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain
- DOI
- https://doi.org/10.3389/fnagi.2018.00340
- Journal volume & issue
-
Vol. 10
Abstract
The role of genetic risk markers for Alzheimer’s disease (AD) in mediating the neurocognitive endophenotypes (NEs) of subjects with mild cognitive impairment (MCI) has rarely been studied. The aim of the present study was to investigate the relationship between well-known AD-associated single-nucleotide polymorphisms (SNPs) and individual NEs routinely evaluated during diagnosis of MCI, AD, and other dementias. The Fundació ACE (ACE) dataset, comprising information from 1245 patients with MCI, was analyzed, including the total sample, amnestic MCI (aMCI) (n = 811), and non-amnestic MCI (naMCI) (n = 434). As probable-MCI (Pr-MCI) patients with memory impairment have a higher risk of AD, which could influence the statistical power to detect genetic associations, the MCI phenotype was also stratified into four related conditions: Pr-aMCI (n = 262), Pr-naMCI (n = 76), possible (Pss)-aMCI (n = 549), and Pss-naMCI (n = 358). Validation analyses were performed using data from the German study on Aging, Cognition, and Dementia in primary care patients (AgeCoDe), and the German Dementia Competence Network (DCN). SNP associations with NEs were calculated in PLINK using multivariate linear regression analysis adjusted for age, gender, and education. In the total MCI sample, APOE-ε4 was significantly associated with the memory function NEs “delayed recall (DR)” (β = -0.76, p = 4.1 × 10-10), “learning” (β = -1.35, p = 2.91 × 10-6), and “recognition memory” (β = -0.58, p = 9.67 × 10-5); and with “DR” in the aMCI group (β = -0.36, p = 2.96 × 10-5). These results were confirmed by validation in the AgeCoDe (n = 503) and DCN (n = 583) datasets. APOE-ε4 was also significantly associated with the NE “learning” in individuals classified as having Pss-aMCI (β = -1.37, p = 5.82 × 10-5). Moreover, there was a near study-wide significant association between the HS3ST1 locus (rs6448799) and the “backward digits” working memory NE (β = 0.52, p = 7.57 × 10-5) among individuals with Pr-aMCI, while the AP2A2 locus (rs10751667) was significantly associated with the language NE “repetition” (β = -0.19, p = 5.34 × 10-6). Overall, our findings support specific associations of established AD-associated SNPs with MCI NEs.
Keywords
- Alzheimer’s disease
- mild cognitive impairment
- neurocognitive endophenotypes
- genome-wide association studies
- single-nucleotide polymorphism