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Oviya IR, Sankar D, Manoharan S, Prabahar A, Raja K. Comorbidity-Guided Text Mining and Omics Pipeline to Identify Candidate Genes and Drugs for Alzheimer's Disease. Genes (Basel) 2024; 15:614. [PMID: 38790243 PMCID: PMC11121575 DOI: 10.3390/genes15050614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/28/2024] [Accepted: 05/07/2024] [Indexed: 05/26/2024] Open
Abstract
Alzheimer's disease (AD), a multifactorial neurodegenerative disorder, is prevalent among the elderly population. It is a complex trait with mutations in multiple genes. Although the US Food and Drug Administration (FDA) has approved a few drugs for AD treatment, a definitive cure remains elusive. Research efforts persist in seeking improved treatment options for AD. Here, a hybrid pipeline is proposed to apply text mining to identify comorbid diseases for AD and an omics approach to identify the common genes between AD and five comorbid diseases-dementia, type 2 diabetes, hypertension, Parkinson's disease, and Down syndrome. We further identified the pathways and drugs for common genes. The rationale behind this approach is rooted in the fact that elderly individuals often receive multiple medications for various comorbid diseases, and an insight into the genes that are common to comorbid diseases may enhance treatment strategies. We identified seven common genes-PSEN1, PSEN2, MAPT, APP, APOE, NOTCH, and HFE-for AD and five comorbid diseases. We investigated the drugs interacting with these common genes using LINCS gene-drug perturbation. Our analysis unveiled several promising candidates, including MG-132 and Masitinib, which exhibit potential efficacy for both AD and its comorbid diseases. The pipeline can be extended to other diseases.
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Affiliation(s)
- Iyappan Ramalakshmi Oviya
- Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai 641112, India;
| | - Divya Sankar
- Department of Sciences, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai 601103, India;
| | - Sharanya Manoharan
- Department of Bioinformatics, Stella Maris College, Chennai 600086, India;
| | - Archana Prabahar
- Center for Gene Regulation in Health and Disease, Department of Biological, Geological, and Environmental Sciences (BGES), Cleveland State University, Cleveland, OH 44115, USA;
| | - Kalpana Raja
- School of Biomedical Informatics, University of Texas Health Science Center, Houston, TX 77030, USA
- Section for Biomedical Informatics and Data Science, School of Medicine, Yale University, New Haven, CT 06510, USA
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2
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Bousiges O, Cretin B, Muller C, Botzung A, Sanna L, Anthony P, Philippi N, Demuynck C, Blanc F. Involvement of ApoE4 in dementia with Lewy bodies in the prodromal and demented stages: evaluation of the Strasbourg cohort. GeroScience 2024; 46:1527-1542. [PMID: 37653269 PMCID: PMC10828291 DOI: 10.1007/s11357-023-00883-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 07/19/2023] [Indexed: 09/02/2023] Open
Abstract
ApoE4 as a risk factor for dementia with Lewy bodies (DLB) is still an issue. We sought to determine the involvement of ApoE4 according to different clinical parameters in our cohort of patients from Strasbourg, France. ApoE genotyping was performed on the AlphaLewyMA cohort. In this cohort, 197 patients were genotyped: 105 DLB patients, 37 Alzheimer's disease (AD) patients, 29 patients with AD/DLB comorbidity, and 26 control subjects (CS). The groups of patients were also classified according to the stage of evolution of the disease: prodromal or demented. We analyzed other parameters in relation to ApoE4 status, such as years of education (YOE) and Alzheimer CSF biomarkers. We observed a higher proportion of ApoE4 carriers in the AD (51.4%) and AD/DLB (72.4%) groups compared to the DLB (25.7%) and CS (11.5%) groups (p < 0.0001). We found a correlation between age at disease onset and YOE in the AD group (p = 0.039) but not in the DLB group (p = 0.056). Interestingly, in the DLB group, the subgroup of patients with high YOE (≥ 11) had significantly more patients with ApoE4 than the subgroup with low YOE (< 11). AD biomarkers did not seem to be impacted by the presence of ApoE4, except for Aβ42: DLB ApoE4-positive demented patients showed a more marked Aβ42 decrease. ApoE4 does not appear to be a risk factor for "pure" DLB patients. These results suggest a strong link between ApoE4 and amyloidopathy and consequently with AD. Trial registration: AlphaLewyMa, Identifier: NCT01876459, date of registration: June 12, 2013.
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Affiliation(s)
- Olivier Bousiges
- ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS Team and IMAGeS Team, University of Strasbourg and CNRS, Strasbourg, France.
- Laboratory of Biochemistry and Molecular Biology, University Hospital of Strasbourg, Strasbourg, France.
| | - Benjamin Cretin
- ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS Team and IMAGeS Team, University of Strasbourg and CNRS, Strasbourg, France
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
| | - Candice Muller
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
| | - Anne Botzung
- ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS Team and IMAGeS Team, University of Strasbourg and CNRS, Strasbourg, France
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
| | - Lea Sanna
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
| | - Pierre Anthony
- CM2R, Neuropsychology Unit, Head and Neck Department, Neurology Department, University of Strasbourg, Strasbourg, France
- CM2R, Geriatrics Department and Neurology Department, Colmar General Hospital, Colmar, France
| | - Nathalie Philippi
- ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS Team and IMAGeS Team, University of Strasbourg and CNRS, Strasbourg, France
- CM2R, Neuropsychology Unit, Head and Neck Department, Neurology Department, University of Strasbourg, Strasbourg, France
| | - Catherine Demuynck
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
| | - Frédéric Blanc
- ICube Laboratory UMR 7357 and FMTS (Fédération de Médecine Translationnelle de Strasbourg), IMIS Team and IMAGeS Team, University of Strasbourg and CNRS, Strasbourg, France
- CM2R (Research and Resources Memory Center), Geriatrics Department, Geriatric Day Hospital, Neurogeriatric Service, University Hospital of Strasbourg, Strasbourg, France
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3
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Saltanova VA, Kicherova OA, Reikhert LI, Doyan YI, Mazurov NA. [Genetic basis of postoperative cognitive dysfunction]. Zh Nevrol Psikhiatr Im S S Korsakova 2024; 124:43-47. [PMID: 38676676 DOI: 10.17116/jnevro202412404143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/29/2024]
Abstract
This review highlights literature data on potential genetic markers that potentially influence the development of postoperative cognitive dysfunction, such as TOMM40, APOE, TREM2, METTL3, PGC1a, HMGB1 and ERMN. The main pathogenetic mechanisms triggered by these genes and leading to the development of cognitive impairment after anesthesia are described. The paper systematizes previously published works that provide evidence of the impact of specific genetic variants on the development of postoperative cognitive dysfunction.
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Affiliation(s)
- V A Saltanova
- Tyumen State Medical University, Tyumen, Russia
- Regional clinical hospital No. 2, Tyumen, Russia
| | | | | | - Yu I Doyan
- Tyumen State Medical University, Tyumen, Russia
- Regional clinical hospital No. 2, Tyumen, Russia
| | - N A Mazurov
- Tyumen State Medical University, Tyumen, Russia
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Čarna M, Onyango IG, Katina S, Holub D, Novotny JS, Nezvedova M, Jha D, Nedelska Z, Lacovich V, Vyvere TV, Houbrechts R, Garcia-Mansfield K, Sharma R, David-Dirgo V, Vyhnalek M, Texlova K, Chaves H, Bakkar N, Pertierra L, Vinkler M, Markova H, Laczo J, Sheardova K, Hortova-Kohoutkova M, Frič J, Forte G, Kaňovsky P, Belaškova S, Damborsky J, Hort J, Seyfried NT, Bowser R, Sevlever G, Rissman RA, Smith RA, Hajduch M, Pirrotte P, Spačil Z, Dammer EB, Limbäck-Stokin C, Stokin GB. Pathogenesis of Alzheimer's disease: Involvement of the choroid plexus. Alzheimers Dement 2023; 19:3537-3554. [PMID: 36825691 PMCID: PMC10634590 DOI: 10.1002/alz.12970] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 11/30/2022] [Accepted: 12/19/2022] [Indexed: 02/25/2023]
Abstract
The choroid plexus (ChP) produces and is bathed in the cerebrospinal fluid (CSF), which in aging and Alzheimer's disease (AD) shows extensive proteomic alterations including evidence of inflammation. Considering inflammation hampers functions of the involved tissues, the CSF abnormalities reported in these conditions are suggestive of ChP injury. Indeed, several studies document ChP damage in aging and AD, which nevertheless remains to be systematically characterized. We here report that the changes elicited in the CSF by AD are consistent with a perturbed aging process and accompanied by aberrant accumulation of inflammatory signals and metabolically active proteins in the ChP. Magnetic resonance imaging (MRI) imaging shows that these molecular aberrancies correspond to significant remodeling of ChP in AD, which correlates with aging and cognitive decline. Collectively, our preliminary post-mortem and in vivo findings reveal a repertoire of ChP pathologies indicative of its dysfunction and involvement in the pathogenesis of AD. HIGHLIGHTS: Cerebrospinal fluid changes associated with aging are perturbed in Alzheimer's disease Paradoxically, in Alzheimer's disease, the choroid plexus exhibits increased cytokine levels without evidence of inflammatory activation or infiltrates In Alzheimer's disease, increased choroid plexus volumes correlate with age and cognitive performance.
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Affiliation(s)
- Maria Čarna
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | - Isaac G. Onyango
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | - Stanislav Katina
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Institute of Mathematics and Statistics, Masaryk University, Brno, Czech Republic
| | - Dušan Holub
- Institute for Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Jan Sebastian Novotny
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | - Marketa Nezvedova
- RECETOX Centre, Faculty of Sciences, Masaryk University, Brno, Czech Republic
| | - Durga Jha
- RECETOX Centre, Faculty of Sciences, Masaryk University, Brno, Czech Republic
| | - Zuzana Nedelska
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Memory Clinic, Department of Neurology, 2 Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Valentina Lacovich
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | | | | | - Krystine Garcia-Mansfield
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Ritin Sharma
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Victoria David-Dirgo
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Martin Vyhnalek
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Memory Clinic, Department of Neurology, 2 Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Kateřina Texlova
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | | | - Nadine Bakkar
- Department of Neurobiology, Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Mojmir Vinkler
- Institute of Mathematics and Statistics, Masaryk University, Brno, Czech Republic
| | - Hana Markova
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Memory Clinic, Department of Neurology, 2 Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Jan Laczo
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Memory Clinic, Department of Neurology, 2 Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Kateřina Sheardova
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- 1 Department of Neurology, St. Anne’s University Hospital and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | | | - Jan Frič
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Institute of Hematology and Blood Transfusion, Prague, Czech Republic
| | - Giancarlo Forte
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | - Petr Kaňovsky
- Department of Neurology, Faculty of Medicine and Dentistry, Palacky University Olomouc and Research and Science Department, University Hospital Olomouc, Olomouc, Czech Republic
| | - Silvie Belaškova
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
| | - Jiři Damborsky
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- RECETOX Centre, Faculty of Sciences, Masaryk University, Brno, Czech Republic
| | - Jakub Hort
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Memory Clinic, Department of Neurology, 2 Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Nicholas T. Seyfried
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA
- Goizueta Alzheimer’s Disease Research Center, Emory University, Atlanta, GA, USA
- Departments of Biochemistry and Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Robert Bowser
- Department of Neurobiology, Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Robert A. Rissman
- Department of Neurosciences, University of California San Diego, La Jolla, CA, USA
| | | | - Marian Hajduch
- Institute for Molecular and Translational Medicine, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Patrick Pirrotte
- Collaborative Center for Translational Mass Spectrometry, Translational Genomics Research Institute, Phoenix, AZ, USA
- Mass Spectrometry & Proteomics Core Facility, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Zdeněk Spačil
- RECETOX Centre, Faculty of Sciences, Masaryk University, Brno, Czech Republic
| | - Eric B. Dammer
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA
- Goizueta Alzheimer’s Disease Research Center, Emory University, Atlanta, GA, USA
| | - Clara Limbäck-Stokin
- Department of Cellular Pathology, Imperial College Healthcare NHS Trust, London, UK
- Imperial College London, Faculty of Medicine, London, UK
| | - Gorazd B. Stokin
- International Clinical Research Centre, St. Anne’s University Hospital, Brno, Czech Republic
- Division of Neurology, University Medical Centre, Ljubljana, Slovenia
- Translational Aging and Neuroscience Program, Mayo Clinic, MN, Rochester, USA
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Kaivola K, Shah Z, Chia R, Scholz SW. Genetic evaluation of dementia with Lewy bodies implicates distinct disease subgroups. Brain 2022; 145:1757-1762. [PMID: 35381062 PMCID: PMC9423712 DOI: 10.1093/brain/awab402] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 10/08/2021] [Accepted: 10/14/2021] [Indexed: 11/14/2022] Open
Abstract
The APOE locus is strongly associated with risk for developing Alzheimer's disease and dementia with Lewy bodies. In particular, the role of the APOE ε4 allele as a putative driver of α-synuclein pathology is a topic of intense debate. Here, we performed a comprehensive evaluation in 2466 dementia with Lewy bodies cases versus 2928 neurologically healthy, aged controls. Using an APOE-stratified genome-wide association study approach, we found that GBA is associated with risk for dementia with Lewy bodies in patients without APOE ε4 (P = 6.58 × 10-9, OR = 3.41, 95% CI = 2.25-5.17), but not with dementia with Lewy bodies with APOE ε4 (P = 0.034, OR = 1.87, 95%, 95% CI = 1.05-3.37). We then divided 495 neuropathologically examined dementia with Lewy bodies cases into three groups based on the extent of concomitant Alzheimer's disease co-pathology: pure dementia with Lewy bodies (n = 88), dementia with Lewy bodies with intermediate Alzheimer's disease co-pathology (n = 66) and dementia with Lewy bodies with high Alzheimer's disease co-pathology (n = 341). In each group, we tested the association of the APOE ε4 against the 2928 neurologically healthy controls. Our examination found that APOE ε4 was associated with dementia with Lewy bodies + Alzheimer's disease (P = 1.29 × 10-32, OR = 4.25, 95% CI = 3.35-5.39) and dementia with Lewy bodies + intermediate Alzheimer's disease (P = 0.0011, OR = 2.31, 95% CI = 1.40-3.83), but not with pure dementia with Lewy bodies (P = 0.31, OR = 0.75, 95% CI = 0.43-1.30). In conclusion, although deep clinical data were not available for these samples, our findings do not support the notion that APOE ε4 is an independent driver of α-synuclein pathology in pure dementia with Lewy bodies, but rather implicate GBA as the main risk gene for the pure dementia with Lewy bodies subgroup.
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Affiliation(s)
| | | | - Ruth Chia
- Laboratory of Neurogenetics, National Institute on Aging, Bethesda, MD 20892, USA
| | | | - Sonja W Scholz
- Correspondence to: Sonja W. Scholz, MD, PhD Neurodegenerative Diseases Research Unit, National Institute of Neurological Disorders and Stroke 35 Convent Drive, Room 1B-205, Bethesda, MD 20892-3707, USA E-mail:
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Jung JH, Jeon S, Baik K, Lee YH, Chung SJ, Yoo HS, Jeong SH, Sohn YH, Lee PH, Ye BS. Apolipoprotein E4, amyloid, and cognition in Alzheimer's and Lewy body disease. Neurobiol Aging 2021; 106:45-54. [PMID: 34242895 DOI: 10.1016/j.neurobiolaging.2021.06.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 05/14/2021] [Accepted: 06/07/2021] [Indexed: 11/16/2022]
Abstract
The role of apolipoprotein E4 (APOE4) in the risk of Alzheimer's disease (AD) and Lewy body disease (LBD), and their relationship with β-amyloid deposition and cognitive dysfunction, remain unclear. Using amyloid and dopamine transporter imaging, we enrolled 126 controls and 208 patients with typical AD (pure AD and Lewy body variant of AD), AD with dementia with Lewy bodies, or typical LBD (dementia with Lewy bodies with amyloid deposition and pure LBD). APOE4 was associated with an increased risk of all disease subtypes except pure LBD. APOE4 was associated with increased frontal β-amyloid burden, and typical LBD was associated with increased occipital β-amyloid levels through its interaction with APOE4. APOE4 was associated with deteriorated general cognition and memory dysfunction via its interaction with typical LBD and AD, respectively. In conclusion, the impact of APOE4 on disease risk depends on its effects on β-amyloid deposition, and APOE4 is associated with β-amyloid deposition regardless of the clinical diagnosis. However, it interacts with typical LBD to cause occipital β-amyloid deposition.
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Affiliation(s)
- Jin Ho Jung
- Department of Neurology, Busan Paik Hospital, Inje University College of Medicine, Busan, South Korea
| | - Seun Jeon
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea; Brain Research Institute, Yonsei University College of Medicine, Seoul, Korea
| | - Kyoungwon Baik
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea
| | - Yang Hyun Lee
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea
| | - Seok Jong Chung
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea; Department of Neurology, Yongin Severance Hospital, Yonsei University Health System, Yongin, South Korea
| | - Han Soo Yoo
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea
| | - Seong Ho Jeong
- Department of Neurology, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, South Korea
| | - Young H Sohn
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea
| | - Phil Hyu Lee
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea; Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, South Korea
| | - Byoung Seok Ye
- Department of Neurology, Yonsei University College of Medicine, Seoul, South Korea.
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Tunold JA, Geut H, Rozemuller JMA, Henriksen SP, Toft M, van de Berg WDJ, Pihlstrøm L. APOE and MAPT Are Associated With Dementia in Neuropathologically Confirmed Parkinson's Disease. Front Neurol 2021; 12:631145. [PMID: 33613437 PMCID: PMC7892776 DOI: 10.3389/fneur.2021.631145] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 01/11/2021] [Indexed: 01/24/2023] Open
Abstract
Introduction: Cognitive decline and dementia are common and debilitating non-motor phenotypic features of Parkinson's disease with a variable severity and time of onset. Common genetic variation of the Apolipoprotein E (APOE) and micro-tubule associated protein tau (MAPT) loci have been linked to cognitive decline and dementia in Parkinson's disease, although studies have yielded mixed results. To further elucidate the influence of APOE and MAPT variability on dementia in Parkinson's disease, we genotyped postmortem brain tissue samples of clinically and pathologically well-characterized Parkinson's donors and performed a survival analysis of time to dementia. Methods: We included a total of 152 neuropathologically confirmed Parkinson's disease donors with or without clinical dementia during life. We genotyped known risk variants tagging the APOE ε4 allele and MAPT H1/H2 inversion haplotype. Cox proportional hazards regression analyses adjusted for age at onset, sex and genetic principal components were performed to assess the association between the genetic variants and time from motor onset to onset of dementia. Results: We found that both the APOE ε4 allele (HR 1.82, 95 % CI 1.16–2.83, p = 0.009) and MAPT H1-haplotype (HR 1.71, 95 % CI 1.06–2.78, p = 0.03) were associated with earlier development of dementia in patients with Parkinson's disease. Conclusion: Our results provide further support for the importance of APOE ε4 and MAPT H1-haplotype in the etiology of Parkinson's disease dementia, with potential future relevance for risk stratification and patient selection for clinical trials of therapies targeting cognitive decline in Parkinson's disease.
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Affiliation(s)
- Jon-Anders Tunold
- Department of Neurology, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Hanneke Geut
- Section Clinical Neuroanatomy and Biobanking, Department of Anatomy and Neurosciences, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - J M Annemieke Rozemuller
- Department of Pathology, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
| | | | - Mathias Toft
- Department of Neurology, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Wilma D J van de Berg
- Section Clinical Neuroanatomy and Biobanking, Department of Anatomy and Neurosciences, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam, Netherlands
| | - Lasse Pihlstrøm
- Department of Neurology, Oslo University Hospital, Oslo, Norway
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8
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Vitek MP, Araujo JA, Fossel M, Greenberg BD, Howell GR, Rizzo SJS, Seyfried NT, Tenner AJ, Territo PR, Windisch M, Bain LJ, Ross A, Carrillo MC, Lamb BT, Edelmayer RM. Translational animal models for Alzheimer's disease: An Alzheimer's Association Business Consortium Think Tank. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2021; 6:e12114. [PMID: 33457489 PMCID: PMC7798310 DOI: 10.1002/trc2.12114] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 07/04/2020] [Accepted: 07/09/2020] [Indexed: 12/12/2022]
Abstract
Over 5 million Americans and 50 million individuals worldwide are living with Alzheimer's disease (AD). The progressive dementia associated with AD currently has no cure. Although clinical trials in patients are ultimately required to find safe and effective drugs, animal models of AD permit the integration of brain pathologies with learning and memory deficits that are the first step in developing these new drugs. The purpose of the Alzheimer's Association Business Consortium Think Tank meeting was to address the unmet need to improve the discovery and successful development of Alzheimer's therapies. We hypothesize that positive responses to new therapies observed in validated models of AD will provide predictive evidence for positive responses to these same therapies in AD patients. To achieve this goal, we convened a meeting of experts to explore the current state of AD animal models, identify knowledge gaps, and recommend actions for development of next-generation models with better predictability. Among our findings, we all recognize that models reflecting only single aspects of AD pathogenesis do not mimic AD. Models or combinations of new models are needed that incorporate genetics with environmental interactions, timing of disease development, heterogeneous mechanisms and pathways, comorbidities, and other pathologies that lead to AD and related dementias. Selection of the best models requires us to address the following: (1) which animal species, strains, and genetic backgrounds are most appropriate; (2) which models permit efficient use throughout the drug development pipeline; (3) the translatability of behavioral-cognitive assays from animals to patients; and (4) how to match potential AD therapeutics with particular models. Best practice guidelines to improve reproducibility also need to be developed for consistent use of these models in different research settings. To enhance translational predictability, we discuss a multi-model evaluation strategy to de-risk the successful transition of pre-clinical drug assets to the clinic.
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Affiliation(s)
| | | | | | | | | | | | - Nicholas T. Seyfried
- Departments of Biochemistry and NeurologyEmory School of MedicineAtlantaGeorgiaUSA
| | - Andrea J. Tenner
- Department of Molecular Biology and BiochemistryUniversity of CaliforniaIrvineCaliforniaUSA
| | | | | | - Lisa J. Bain
- Independent Science and Medical WriterElversonPennsylvaniaUSA
| | - April Ross
- Former Alzheimer's Association EmployeeChicagoIllinoisUSA
| | | | - Bruce T. Lamb
- Indiana University School of MedicineStark Neurosciences Research InstituteIndianapolisIndianaUSA
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Serrano-Pozo A, Das S, Hyman BT. APOE and Alzheimer's disease: advances in genetics, pathophysiology, and therapeutic approaches. Lancet Neurol 2021; 20:68-80. [PMID: 33340485 PMCID: PMC8096522 DOI: 10.1016/s1474-4422(20)30412-9] [Citation(s) in RCA: 470] [Impact Index Per Article: 117.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/02/2020] [Accepted: 10/26/2020] [Indexed: 12/14/2022]
Abstract
The APOE ε4 allele remains the strongest genetic risk factor for sporadic Alzheimer's disease and the APOE ε2 allele the strongest genetic protective factor after multiple large scale genome-wide association studies and genome-wide association meta-analyses. However, no therapies directed at APOE are currently available. Although initial studies causally linked APOE with amyloid-β peptide aggregation and clearance, over the past 5 years our understanding of APOE pathogenesis has expanded beyond amyloid-β peptide-centric mechanisms to tau neurofibrillary degeneration, microglia and astrocyte responses, and blood-brain barrier disruption. Because all these pathological processes can potentially contribute to cognitive impairment, it is important to use this new knowledge to develop therapies directed at APOE. Several therapeutic approaches have been successful in mouse models expressing human APOE alleles, including increasing or reducing APOE levels, enhancing its lipidation, blocking the interactions between APOE and amyloid-β peptide, and genetically switching APOE4 to APOE3 or APOE2 isoforms, but translation to human clinical trials has proven challenging.
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Affiliation(s)
- Alberto Serrano-Pozo
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Sudeshna Das
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Bradley T Hyman
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA; Massachusetts Alzheimer's Disease Research Center, Charlestown, MA, USA; Harvard Medical School, Boston, MA, USA.
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10
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Novel PET Biomarkers to Disentangle Molecular Pathways across Age-Related Neurodegenerative Diseases. Cells 2020; 9:cells9122581. [PMID: 33276490 PMCID: PMC7761606 DOI: 10.3390/cells9122581] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/25/2020] [Accepted: 11/28/2020] [Indexed: 12/11/2022] Open
Abstract
There is a need to disentangle the etiological puzzle of age-related neurodegenerative diseases, whose clinical phenotypes arise from known, and as yet unknown, pathways that can act distinctly or in concert. Enhanced sub-phenotyping and the identification of in vivo biomarker-driven signature profiles could improve the stratification of patients into clinical trials and, potentially, help to drive the treatment landscape towards the precision medicine paradigm. The rapidly growing field of neuroimaging offers valuable tools to investigate disease pathophysiology and molecular pathways in humans, with the potential to capture the whole disease course starting from preclinical stages. Positron emission tomography (PET) combines the advantages of a versatile imaging technique with the ability to quantify, to nanomolar sensitivity, molecular targets in vivo. This review will discuss current research and available imaging biomarkers evaluating dysregulation of the main molecular pathways across age-related neurodegenerative diseases. The molecular pathways focused on in this review involve mitochondrial dysfunction and energy dysregulation; neuroinflammation; protein misfolding; aggregation and the concepts of pathobiology, synaptic dysfunction, neurotransmitter dysregulation and dysfunction of the glymphatic system. The use of PET imaging to dissect these molecular pathways and the potential to aid sub-phenotyping will be discussed, with a focus on novel PET biomarkers.
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11
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Cardoso R, Lemos C, Oliveiros B, Almeida MR, Baldeiras I, Pereira CF, Santos A, Duro D, Vieira D, Santana I, Oliveira CR. APOEɛ4-TOMM40L Haplotype Increases the Risk of Mild Cognitive Impairment Conversion to Alzheimer's Disease. J Alzheimers Dis 2020; 78:587-601. [PMID: 33016906 DOI: 10.3233/jad-200556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Mild cognitive impairment (MCI) has been considered as a pre-dementia stage, although the factors leading to Alzheimer's disease (AD) conversion remain controversial. OBJECTIVE Evaluate whether TOMM40 poly-T (TOMM40' 523) polymorphism is associated with the risk and conversion time from MCI to AD and secondly with AD cerebrospinal fluid (CSF) biomarkers, disentangling the APOE genotype. METHODS 147 AD patients, 102 MCI patients, and 105 cognitively normal controls were genotyped for poly-T polymorphism. MCI patients were subdivided into two groups, the group of patients that converted to AD (MCI-AD) and the group of those that remained stable (MCI-S). RESULTS TOMM40' 523 L allele was significantly more frequent in the MCI-AD group and having at least one L allele significantly increased the risk of conversion from MCI to AD (OR = 8.346, p < 0.001, 95% CI: 2.830 to 24.617). However, when adjusted for the presence of APOEɛ4 allele, both the L allele and ɛ4 allele lost significance in the model (p > 0.05). We then analyzed the APOEɛ4-TOMM40' 523 L haplotype and observed that patients carrying this haplotype had significantly higher risk (OR = 5.83; 95% CI = 2.30-14.83) and mean lower times of conversion to AD (p = 0.003). This haplotype was also significantly associated with a biomarker profile compatible with AD (p = 0.007). CONCLUSION This study shows that the APOEɛ4-TOMM40' 523 L haplotype is associated with a higher risk and shorter times of conversion from MCI to AD, possibly driven by CSF biomarkers and mitochondrial dysfunction.
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Affiliation(s)
- Remy Cardoso
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal
| | - Carolina Lemos
- UnIGENe, IBMC -Institute for Molecular and Cell Biology, Porto, Portugal.,i3S -Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.,ICBAS - Instituto Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Bárbara Oliveiros
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Laboratory of Biostatistics and Medical Informatics, Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Maria Rosário Almeida
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal
| | - Inês Baldeiras
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neurochemistry Laboratory, Neurology Department, Coimbra University Hospital (CHUC), Coimbra, Portugal
| | - Cláudia Fragão Pereira
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Ana Santos
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal
| | - Diana Duro
- Neurology Department, Coimbra University Hospital (CHUC), Coimbra, Portugal
| | - Daniela Vieira
- Neurology Department, Coimbra University Hospital (CHUC), Coimbra, Portugal
| | - Isabel Santana
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Neurology Department, Coimbra University Hospital (CHUC), Coimbra, Portugal
| | - Catarina Resende Oliveira
- Center for Neuroscience and Cell Biology, CNC-CIBB, University of Coimbra, Coimbra, Portugal.,Faculty of Medicine, University of Coimbra, Coimbra, Portugal.,Clinical Academic Center of Coimbra, Coimbra, Portugal
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ApoE Lipidation as a Therapeutic Target in Alzheimer's Disease. Int J Mol Sci 2020; 21:ijms21176336. [PMID: 32882843 PMCID: PMC7503657 DOI: 10.3390/ijms21176336] [Citation(s) in RCA: 101] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 08/28/2020] [Accepted: 08/30/2020] [Indexed: 12/19/2022] Open
Abstract
Apolipoprotein E (APOE) is the major cholesterol carrier in the brain, affecting various normal cellular processes including neuronal growth, repair and remodeling of membranes, synaptogenesis, clearance and degradation of amyloid β (Aβ) and neuroinflammation. In humans, the APOE gene has three common allelic variants, termed E2, E3, and E4. APOE4 is considered the strongest genetic risk factor for Alzheimer’s disease (AD), whereas APOE2 is neuroprotective. To perform its normal functions, apoE must be secreted and properly lipidated, a process influenced by the structural differences associated with apoE isoforms. Here we highlight the importance of lipidated apoE as well as the APOE-lipidation targeted therapeutic approaches that have the potential to correct or prevent neurodegeneration. Many of these approaches have been validated using diverse cellular and animal models. Overall, there is great potential to improve the lipidated state of apoE with the goal of ameliorating APOE-associated central nervous system impairments.
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Guerreiro R, Gibbons E, Tábuas-Pereira M, Kun-Rodrigues C, Santo GC, Bras J. Genetic architecture of common non-Alzheimer's disease dementias. Neurobiol Dis 2020; 142:104946. [PMID: 32439597 PMCID: PMC8207829 DOI: 10.1016/j.nbd.2020.104946] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/04/2020] [Accepted: 05/13/2020] [Indexed: 02/07/2023] Open
Abstract
Frontotemporal dementia (FTD), dementia with Lewy bodies (DLB) and vascular dementia (VaD) are the most common forms of dementia after Alzheimer's disease (AD). The heterogeneity of these disorders and/or the clinical overlap with other diseases hinder the study of their genetic components. Even though Mendelian dementias are rare, the study of these forms of disease can have a significant impact in the lives of patients and families and have successfully brought to the fore many of the genes currently known to be involved in FTD and VaD, starting to give us a glimpse of the molecular mechanisms underlying these phenotypes. More recently, genome-wide association studies have also pointed to disease risk-associated loci. This has been particularly important for DLB where familial forms of disease are very rarely described. In this review we systematically describe the Mendelian and risk genes involved in these non-AD dementias in an effort to contribute to a better understanding of their genetic architecture, find differences and commonalities between different dementia phenotypes, and uncover areas that would benefit from more intense research endeavors.
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Affiliation(s)
- Rita Guerreiro
- Center for Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI, USA; Division of Psychiatry and Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI, USA.
| | - Elizabeth Gibbons
- Center for Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI, USA
| | - Miguel Tábuas-Pereira
- Department of Neurology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Celia Kun-Rodrigues
- Center for Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI, USA
| | - Gustavo C Santo
- Department of Neurology, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Center for Neuroscience and Cell Biology, University of Coimbra, Coimbra, Portugal
| | - Jose Bras
- Center for Neurodegenerative Science, Van Andel Institute, Grand Rapids, MI, USA; Division of Psychiatry and Behavioral Medicine, Michigan State University College of Human Medicine, Grand Rapids, MI, USA
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The Genetics of Alzheimer's Disease in the Chinese Population. Int J Mol Sci 2020; 21:ijms21072381. [PMID: 32235595 PMCID: PMC7178026 DOI: 10.3390/ijms21072381] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 03/22/2020] [Accepted: 03/27/2020] [Indexed: 12/30/2022] Open
Abstract
Alzheimer’s disease (AD) is a neurodegenerative disease characterized by progressive cognitive dysfunction and behavioral impairment. In China, the number of AD patients is growing rapidly, which poses a considerable burden on society and families. In recent years, through the advancement of genome-wide association studies, second-generation gene sequencing technology, and their application in AD genetic research, more genetic loci associated with the risk for AD have been discovered, including KCNJ15, TREM2, and GCH1, which provides new ideas for the etiology and treatment of AD. This review summarizes three early-onset AD causative genes (APP, PSEN1, and PSEN2) and some late-onset AD susceptibility genes and their mutation sites newly discovered in China, and briefly introduces the potential mechanisms of these genetic susceptibilities in the pathogenesis of AD, which would help in understanding the genetic mechanisms underlying this devastating disease.
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