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Ogonowski NS, García-Marín LM, Fernando AS, Flores-Ocampo V, Rentería ME. Impact of genetic predisposition to late-onset neurodegenerative diseases on early life outcomes and brain structure. Transl Psychiatry 2024; 14:185. [PMID: 38605018 PMCID: PMC11009228 DOI: 10.1038/s41398-024-02898-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 03/27/2024] [Accepted: 04/03/2024] [Indexed: 04/13/2024] Open
Abstract
Most patients with late-onset neurodegenerative diseases such as Alzheimer's and Parkinson's have a complex aetiology resulting from numerous genetic risk variants of small effects located across the genome, environmental factors, and the interaction between genes and environment. Over the last decade, genome-wide association studies (GWAS) and post-GWAS analyses have shed light on the polygenic architecture of these diseases, enabling polygenic risk scores (PRS) to estimate an individual's relative genetic liability for presenting with the disease. PRS can screen and stratify individuals based on their genetic risk, potentially years or even decades before the onset of clinical symptoms. An emerging body of evidence from various research studies suggests that genetic susceptibility to late-onset neurodegenerative diseases might impact early life outcomes, including cognitive function, brain structure and function, and behaviour. This article summarises recent findings exploring the potential impact of genetic susceptibility to neurodegenerative diseases on early life outcomes. A better understanding of the impact of genetic susceptibility to neurodegenerative diseases early in life could be valuable in disease screening, detection, and prevention and in informing treatment strategies before significant neural damage has occurred. However, ongoing studies have limitations. Overall, our review found several studies focused on APOE haplotypes and Alzheimer's risk, but a limited number of studies leveraging polygenic risk scores or focused on genetic susceptibility to other late-onset conditions.
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Affiliation(s)
- Natalia S Ogonowski
- Mental Health & Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Luis M García-Marín
- Mental Health & Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Amali S Fernando
- Mental Health & Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Victor Flores-Ocampo
- Mental Health & Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia
| | - Miguel E Rentería
- Mental Health & Neuroscience Program, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
- School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, QLD, Australia.
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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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Huebbe P, Bilke S, Rueter J, Schloesser A, Campbel G, Glüer CC, Lucius R, Röcken C, Tholey A, Rimbach G. Human APOE4 Protects High-Fat and High-Sucrose Diet Fed Targeted Replacement Mice against Fatty Liver Disease Compared to APOE3. Aging Dis 2024; 15:259-281. [PMID: 37450924 PMCID: PMC10796091 DOI: 10.14336/ad.2023.0530] [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: 04/03/2023] [Accepted: 05/30/2023] [Indexed: 07/18/2023] Open
Abstract
Recent genome- and exome-wide association studies suggest that the human APOE ε4 allele protects against non-alcoholic fatty liver disease (NAFLD), while ε3 promotes hepatic steatosis and steatohepatitis. The present study aimed at examining the APOE genotype-dependent development of fatty liver disease and its underlying mechanisms in a targeted replacement mouse model. Male mice expressing the human APOE3 or APOE4 protein isoforms on a C57BL/6J background and unmodified C57BL/6J mice were chronically fed a high-fat and high-sucrose diet to induce obesity. After 7 months, body weight gain was more pronounced in human APOE than endogenous APOE expressing mice with elevated plasma biomarkers suggesting aggravated metabolic dysfunction. APOE3 mice exhibited the highest liver weights and, compared to APOE4, massive hepatic steatosis. An untargeted quantitative proteome analysis of the liver identified a high number of proteins differentially abundant in APOE3 versus APOE4 mice. The majority of the higher abundant proteins in APOE3 mice could be grouped to inflammation and damage-associated response, and lipid storage, amongst others. Results of the targeted qRT-PCR and Western blot analyses contribute to the overall finding that APOE3 as opposed to APOE4 promotes hepatic steatosis, inflammatory- and damage-associated response signaling and fibrosis in the liver of obese mice. Our experimental data substantiate the observation of an increased NAFLD-risk associated with the human APOEε3 allele, while APOEε4 appears protective. The underlying mechanisms of the protection possibly involve a higher capacity of nonectopic lipid deposition in subcutaneous adipose tissue and lower hepatic pathogen recognition in the APOE4 mice.
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Affiliation(s)
- Patricia Huebbe
- Institute of Human Nutrition and Food Science, Kiel University, D-24118 Kiel, Germany.
| | - Stephanie Bilke
- Institute of Experimental Medicine, Proteomics & Bioanalytics, Kiel University, D-24105 Kiel, Germany.
| | - Johanna Rueter
- Institute of Human Nutrition and Food Science, Kiel University, D-24118 Kiel, Germany.
| | - Anke Schloesser
- Institute of Human Nutrition and Food Science, Kiel University, D-24118 Kiel, Germany.
| | - Graeme Campbel
- Section Biomedical Imaging, Department of Radiology and Neuroradiology, Kiel University, D-24118 Kiel, Germany.
| | - Claus-C. Glüer
- Section Biomedical Imaging, Department of Radiology and Neuroradiology, Kiel University, D-24118 Kiel, Germany.
| | - Ralph Lucius
- Anatomical Institute, Kiel University, D-24118 Kiel, Germany.
| | - Christoph Röcken
- Department of Pathology, Kiel University and University Hospital Schleswig-Holstein, Campus Kiel, D-24105 Kiel, Germany.
| | - Andreas Tholey
- Institute of Experimental Medicine, Proteomics & Bioanalytics, Kiel University, D-24105 Kiel, Germany.
| | - Gerald Rimbach
- Institute of Human Nutrition and Food Science, Kiel University, D-24118 Kiel, Germany.
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Chalifour B, Holzhausen EA, Lim JJ, Yeo EN, Shen N, Jones DP, Peterson BS, Goran MI, Liang D, Alderete TL. The potential role of early life feeding patterns in shaping the infant fecal metabolome: implications for neurodevelopmental outcomes. NPJ METABOLIC HEALTH AND DISEASE 2023; 1:2. [PMID: 38299034 PMCID: PMC10828959 DOI: 10.1038/s44324-023-00001-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 10/24/2023] [Indexed: 02/02/2024]
Abstract
Infant fecal metabolomics can provide valuable insights into the associations of nutrition, dietary patterns, and health outcomes in early life. Breastmilk is typically classified as the best source of nutrition for nearly all infants. However, exclusive breastfeeding may not always be possible for all infants. This study aimed to characterize associations between levels of mixed breastfeeding and formula feeding, along with solid food consumption and the infant fecal metabolome at 1- and 6-months of age. As a secondary aim, we examined how feeding-associated metabolites may be associated with early life neurodevelopmental outcomes. Fecal samples were collected at 1- and 6-months, and metabolic features were assessed via untargeted liquid chromatography/high-resolution mass spectrometry. Feeding groups were defined at 1-month as 1) exclusively breastfed, 2) breastfed >50% of feedings, or 3) formula fed ≥50% of feedings. Six-month groups were defined as majority breastmilk (>50%) or majority formula fed (≥50%) complemented by solid foods. Neurodevelopmental outcomes were assessed using the Bayley Scales of Infant Development at 2 years. Changes in the infant fecal metabolome were associated with feeding patterns at 1- and 6-months. Feeding patterns were associated with the intensities of a total of 57 fecal metabolites at 1-month and 25 metabolites at 6-months, which were either associated with increased breastmilk or increased formula feeding. Most breastmilk-associated metabolites, which are involved in lipid metabolism and cellular processes like cell signaling, were associated with higher neurodevelopmental scores, while formula-associated metabolites were associated with lower neurodevelopmental scores. These findings offer preliminary evidence that feeding patterns are associated with altered infant fecal metabolomes, which may be associated with cognitive development later in life.
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Affiliation(s)
- Bridget Chalifour
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO USA
| | | | - Joseph J. Lim
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO USA
| | - Emily N. Yeo
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO USA
| | - Natalie Shen
- Rollins School of Public Health, Emory University, Atlanta, GA USA
| | - Dean P. Jones
- School of Medicine, Emory University, Atlanta, GA USA
| | | | | | - Donghai Liang
- Rollins School of Public Health, Emory University, Atlanta, GA USA
| | - Tanya L. Alderete
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO USA
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Lima-Cooper G, Ouma BJ, Datta D, Bond C, Soto AA, Conroy AL, Park GS, Bangirana P, Joloba ML, Opoka RO, Idro R, John CC. Apolipoprotein-E4: risk of severe malaria and mortality and cognitive impairment in pediatric cerebral malaria. Pediatr Res 2023:10.1038/s41390-023-02912-8. [PMID: 38007518 DOI: 10.1038/s41390-023-02912-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 10/21/2023] [Accepted: 11/02/2023] [Indexed: 11/27/2023]
Abstract
BACKGROUND The relationship of apolipoprotein-E4 (APOE4) to mortality and cognition after severe malaria in children is unknown. METHODS APOE genotyping was performed in children with cerebral malaria (CM, n = 261), severe malarial anemia (SMA, n = 224) and community children (CC, n = 213). Cognition was assessed over 2-year follow-up. RESULTS A greater proportion of children with CM or SMA than CC had APOE4 (n = 162, 31.0%; n = 142, 31.7%; n = 103, 24.2%, respectively, p = 0.02), but no difference was seen in APOE3 (n = 310, 59.4%; n = 267, 59.6%; n = 282, 66.2%, respectively, p = 0.06), or APOE2 (n = 50, 9.6%; n = 39, 8.7%; and n = 41, 9.6%, respectively, p = 0.87). APOE4 was associated with increased mortality in CM (odds ratio, 2.28; 95% CI, 1.01, 5.11). However, APOE4 was associated with better long-term cognition (ß, 0.55; 95% CI, 0.04, 1.07, p = 0.04) and attention (ß 0.78; 95% CI, 0.26, 1.30, p = 0.004) in children with CM < 5 years old, but worse attention (ß, -0.90; 95% CI, -1.69, -0.10, p = 0.03) in children with CM ≥ 5 years old. Among children with CM, risk of post-discharge malaria was increased with APOE4 and decreased with APOE3. CONCLUSIONS APOE4 is associated with higher risk of CM or SMA and mortality in children with CM, but better long-term cognition in CM survivors <5 years of age.
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Affiliation(s)
- Giselle Lima-Cooper
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Benson J Ouma
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Dibyadyuti Datta
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Caitlin Bond
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Alejandro A Soto
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrea L Conroy
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Gregory S Park
- Office of the Vice President for Research, University of Minnesota, Minneapolis, MN, USA
| | - Paul Bangirana
- Department of Psychiatry, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Moses L Joloba
- Department of Medical Microbiology, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Robert O Opoka
- Department of Pediatrics and Child Health, Makerere University, Kampala, Uganda
| | - Richard Idro
- Department of Pediatrics and Child Health, Makerere University, Kampala, Uganda
- Nuffield Department of Medicine, Centre of Tropical Medicine and Global Health, University of Oxford, Oxford, UK
| | - Chandy C John
- Department of Pediatrics, Ryan White Center for Pediatric Infectious Disease and Global Health, Indiana University School of Medicine, Indianapolis, IN, USA.
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Soler-Blasco R, Llop S, Riutort-Mayol G, Lozano M, Vallejo-Ortega J, Murcia M, Ballester F, Irizar A, Andiarena A, Fernandez-Jimenez N, Braeuer S, Harari F. Genetic Susceptibility to Neurotoxicity Related to Prenatal Inorganic Arsenic Exposure in Young Spanish Children. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:15366-15378. [PMID: 37787746 DOI: 10.1021/acs.est.3c03336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
We explored the influence of child and maternal single nucleotide polymorphisms (SNPs) in genes related to neurological function and arsenic metabolism (i.e., ABCA1, ABCB1, PON1, CYP3A, BDNF, GSTP1, MT2A, and APOE as well as AS3MT) on the association between prenatal arsenic (As) exposure and methylation efficiency and neuropsychological development in 4-5-year-old children. Participants were 549 mother-child pairs from the INMA (Environment and Childhood) Spanish Project. We measured inorganic arsenic (iAs) and the metabolites monomethylarsonic acid (MMA) and dimethylarsinic acid (DMA) in urine samples collected during pregnancy. Neuropsychological development was assessed at the age of 4-5 years using the McCarthy Scales of Children's Abilities (MSCA). Several SNPs were determined in maternal and child DNA; AS3MT and APOE haplotypes were inferred. The median ∑As (sum of iAs, DMA, and MMA) was 7.08 μg/g creatinine. Statistically significant interactions for children's APOE haplotype were observed. Specifically, ε4-carrier children had consistently lower MSCA scores in several scales with increasing ∑As and MMA concentrations. These results provide evidence regarding the neurotoxic effects of early life exposure to As, observing that the APOE ε4 allele could make children more vulnerable to this exposure.
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Affiliation(s)
- Raquel Soler-Blasco
- Department of Nursing, Universitat de València, 46010 Valencia, Spain
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, 46020 Valencia, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
| | - Sabrina Llop
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, 46020 Valencia, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
| | - Gabriel Riutort-Mayol
- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, 46020 Valencia, Spain
| | - Manuel Lozano
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, 46020 Valencia, Spain
- Preventive Medicine and Public Health, Food Sciences, Toxicology and Forensic Medicine Department, Universitat de València, 46010 Valencia, Spain
| | - Jorge Vallejo-Ortega
- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region, FISABIO-Public Health, 46020 Valencia, Spain
| | - Mario Murcia
- Health Policy Planning and Evaluation Service, Conselleria de Sanitat Universal i Salut Pública, Generalitat Valenciana, 46010 Valencia, Spain
| | - Ferran Ballester
- Department of Nursing, Universitat de València, 46010 Valencia, Spain
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, 46020 Valencia, Spain
- Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), 28029 Madrid, Spain
| | - Amaia Irizar
- Biodonostia Health Research Institute, 20014 San Sebastian, Spain
- Department of Preventive Medicine and Public Health of the University of the Basque Country, UPV/EHU, 48940 Leioa, Spain
| | - Ainara Andiarena
- Biodonostia Health Research Institute, 20014 San Sebastian, Spain
- Faculty of Psychology, University of the Basque Country, UPV/EHU, 20018 San Sebastian, Spain
| | - Nora Fernandez-Jimenez
- Department of Genetics, Physical Anthropology and Animal Physiology, Biocruces-Bizkaia Health Research Institute and University of the Basque Country (UPV/EHU), 48903 Leioa, Spain
| | - Simone Braeuer
- Institute of Analytical Chemistry, Faculty of Chemistry, University of Vienna, Waehringer Strasse 38, Vienna 1090, Austria
- Institute of Chemistry, University of Graz, 8010 Graz, Austria
| | - Florencia Harari
- Occupational and Environmental Medicine, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg and Sahlgrenska University Hospital, 40530 Gothenburg, Sweden
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Ye Z, Tan D, Luo T, Gou R, Cai J, Wei Y, He K, Xiao S, Mai T, Tang X, Liu Q, Mo X, Lin Y, Huang S, Li Y, Qin J, Zhang Z. ApoE gene polymorphisms and metals and their interactions with cognitive function. BMC Med Genomics 2023; 16:206. [PMID: 37644506 PMCID: PMC10466837 DOI: 10.1186/s12920-023-01632-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/14/2023] [Indexed: 08/31/2023] Open
Abstract
OBJECTIVE To analyze the relationship between plasma metal elements, ApoE gene polymorphisms and the interaction between the two and impaired cognitive function in elderly population. METHOD A stratified sample was drawn according to the age of the study population, and 911 subjects were included. Baseline information and health indicators were obtained, and cognitive function status was assessed by health examination, a general questionnaire and Mini-Mental Status Examination. Plasma metal elements were measured, and SNP typing was performed. Binary logistic regression was used to analyze the factors influencing cognitive function status and the association between the SNP genetic pattern of the ApoE gene and cognitive function. RESULTS The differences in gene frequencies and genotype frequencies of the ApoE rs7412 and rs7259620 genotype frequencies were statistically different between the cognitive impairment group and the control group (P < 0.05). statistically differences were found for the codominant model in rs7412-TT compared with the CC genotype (OR = 3.112 (1.159-8.359), P = 0.024) and rs7259620-AA compared with the GG genotype (OR = 1.588 (1.007-2.504), P = 0.047). Statistically differences were found in the recessive models rs7412-TT compared with (CC + CT) (OR = 2.979 (1.112-7.978), P = 0.030), rs7259620-AA compared with (GG + GA), and rs405509-GG compared with (TT + TG) (OR = 1.548(1.022-2.344), P = 0.039) all of which increased the risk of developing cognitive impairment. The differences in plasma Fe, Cu, and Rb concentrations between the case and control groups were significant (P < 0.05). The regression results showed that the plasma Cd concentrations in the Q1 range was a protective factor for cognitive function compared with Q4 (0.510 (0.291-0.892), P = 0.018). Furthermore, there was a multiplicative interaction between the codominant and recessive models for the Q2 concentrations of Cd and the rs7259620 loci, and the difference was significant, indicating increased risk of developing cognitive impairment (codominant model OR = 3.577 (1.496-8.555), P = 0.004, recessive model OR = 3.505 (1.479-8.307), P = 0.004). There was also a multiplicative interaction between Cd and the recessive model at the rs405509 loci, and the difference was significant, indicating increased risk of developing cognitive impairment (OR = 3.169 (1.400-7.175), P = 0.006). CONCLUSION The ApoE rs7412, rs7259620 and rs405509 loci were associated with cognitive impairment in the elderly population, and there was an interaction between plasma metalloid Cd and the rs7259620 and rs405509 loci that increased the risk of cognitive impairment in the elderly population.
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Affiliation(s)
- Zeyan Ye
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Dechan Tan
- Guangzhou Huashang Vocational College, No.1 Huashang Road, Lihu Street, Zengcheng District, Guangzhou, Guangdong Province, 511300, China
| | - Tingyu Luo
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Ruoyu Gou
- School of Public Health, Ningxia Medical University, Yinchuan, Ningxia, 750004, China
| | - Jianshen Cai
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Yanfei Wei
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Kailian He
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Song Xiao
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Tingyu Mai
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Xu Tang
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Qiumei Liu
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Xiaoting Mo
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Yinxia Lin
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - Shenxiang Huang
- Department of Environmental and Occupational Health, Guangxi Medical University, Nanning, 530021, China
| | - You Li
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China
| | - Jian Qin
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China.
| | - Zhiyong Zhang
- Department of Environmental Health and Occupational Medicine, School of Public Health, Guilin Medical University, The Guangxi Key Laboratory of Environmental Exposomics and Entire Lifecycle Heath, Zhiyuan Road No.1, Guilin, Guangxi province, 541199, PR China.
- Guangxi Health Commission Key Laboratory of Entire Lifecycle Health and Care, Guilin Medical University, Guilin, China.
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Zhu Y, Zhang Y, Jin Y, Jin H, Huang K, Tong J, Gan H, Rui C, Lv J, Wang X, Wang Q, Tao F. Identification and prediction model of placenta-brain axis genes associated with neurodevelopmental delay in moderate and late preterm children. BMC Med 2023; 21:326. [PMID: 37633927 PMCID: PMC10464496 DOI: 10.1186/s12916-023-03023-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 08/07/2023] [Indexed: 08/28/2023] Open
Abstract
BACKGROUND Moderate and late preterm (MLPT) birth accounts for the vast majority of preterm births, which is a global public health problem. The association between MLPT and neurobehavioral developmental delays in children and the underlying biological mechanisms need to be further revealed. The "placenta-brain axis" (PBA) provides a new perspective for gene regulation and risk prediction of neurodevelopmental delays in MLPT children. METHODS The authors performed multivariate logistic regression models between MLPT and children's neurodevelopmental outcomes, using data from 129 MLPT infants and 3136 full-term controls from the Ma'anshan Birth Cohort (MABC). Furthermore, the authors identified the abnormally regulated PBA-related genes in MLPT placenta by bioinformatics analysis of RNA-seq data and RT-qPCR verification on independent samples. Finally, the authors established the prediction model of neurodevelopmental delay in children with MLPT using multiple machine learning models. RESULTS The authors found an increased risk of neurodevelopmental delay in children with MLPT at 6 months, 18 months, and 48 months, especially in boys. Further verification showed that APOE and CST3 genes were significantly correlated with the developmental levels of gross-motor domain, fine-motor domain, and personal social domain in 6-month-old male MLPT children. CONCLUSIONS These findings suggested that there was a sex-specific association between MLPT and neurodevelopmental delays. Moreover, APOE and CST3 were identified as placental biomarkers. The results provided guidance for the etiology investigation, risk prediction, and early intervention of neurodevelopmental delays in children with MLPT.
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Affiliation(s)
- Yumin Zhu
- Medical School, Nanjing University, Nanjing, Jiangsu, China.
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China.
| | - Yimin Zhang
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China
| | - Yunfan Jin
- MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, School of Life Sciences, Tsinghua University, Beijing, China
| | - Heyue Jin
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China
| | - Kun Huang
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China
| | - Juan Tong
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China
| | - Hong Gan
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China
| | - Chen Rui
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Jia Lv
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Xianyan Wang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Qu'nan Wang
- Department of Toxicology, School of Public Health, Anhui Medical University, Hefei, Anhui, China.
| | - Fangbiao Tao
- Department of Maternal & Child and Adolescent Health, School of Public Health, MOE Key Laboratory of Population Health Across Life Cycle, Anhui Provincial Key Laboratory of Population Health and Aristogenics, Anhui Medical University, Hefei, Anhui, China.
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9
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Ciurleo GCV, Tavares-Júnior JWL, Vieira CMAG, Braga-Neto P, Oriá RB. Do APOE4 and long COVID-19 increase the risk for neurodegenerative diseases in adverse environments and poverty? Front Neurosci 2023; 17:1229073. [PMID: 37694114 PMCID: PMC10483995 DOI: 10.3389/fnins.2023.1229073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 08/07/2023] [Indexed: 09/12/2023] Open
Affiliation(s)
- Gabriella C. V. Ciurleo
- Laboratory of the Biology of Tissue Healing, Ontogeny and Nutrition, Department of Morphology and Institute of Biomedicine, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil
| | | | - Carlos Meton A. G. Vieira
- Laboratory of the Biology of Tissue Healing, Ontogeny and Nutrition, Department of Morphology and Institute of Biomedicine, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil
| | - Pedro Braga-Neto
- Neurology Division, Department of Clinical Medicine, Faculty of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil
- Health Sciences Center, State University of Ceará, Fortaleza, Ceará, Brazil
| | - Reinaldo B. Oriá
- Laboratory of the Biology of Tissue Healing, Ontogeny and Nutrition, Department of Morphology and Institute of Biomedicine, School of Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil
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10
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Palir N, Stajnko A, Snoj Tratnik J, Mazej D, Briški AS, France-Štiglic A, Rosolen V, Mariuz M, Giordani E, Barbone F, Horvat M, Falnoga I. ALAD and APOE polymorphisms are associated with lead and mercury levels in Italian pregnant women and their newborns with adequate nutritional status of zinc and selenium. ENVIRONMENTAL RESEARCH 2023; 220:115226. [PMID: 36621546 DOI: 10.1016/j.envres.2023.115226] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 12/28/2022] [Accepted: 01/03/2023] [Indexed: 06/17/2023]
Abstract
The impacts of single-nucleotide polymorphisms (SNPs) in ALAD and VDR genes on Pb health effects and/or kinetics are inconclusive at low exposure levels, while studies including APOE SNPs are rare. In this study, we examined the associations of ALAD, VDR and APOE SNPs with exposure biomarkers of Pb and other trace elements (TEs) in Italian pregnant women (N = 873, aged 18-44 years) and their newborns (N = 619) with low-level mixed-element exposure through diet, the environment or endogenously. DNA from maternal peripheral venous blood (mB), sampled during the second and third trimesters, was genotyped for ALAD (rs1800435, rs1805313, rs1139488, rs818708), VDR (rs2228570, rs1544410, rs7975232, rs731236) and APOE (rs429358, rs7421) using TaqMan SNP assays. Personal and lifestyle data and TE levels (mB, maternal plasma, hair and mixed umbilical cord blood [CB]) from the PHIME project were used. Multiple linear regression models, controlling for confounding variables, were performed to test the associations between SNPs and TEs. The geometric means of mB-Pb, mB-Hg, mB-As and mB-Cd (11.0 ng/g, 2.16 ng/g, 1.38 ng/g and 0.31 ng/g, respectively) indicated low exposure levels, whereas maternal plasma Zn and Se (0.72 μg/mL and 78.6 ng/g, respectively) indicated adequate micronutritional status. Variant alleles of ALAD rs1800435 and rs1805313 were negatively associated with mB-Pb levels, whereas a positive association was observed for rs1139488. None of the VDR SNPs or their haplotypes had any association with Pb levels. Regarding APOE, the ϵ4 allele was associated with lower mB-Hg and CB-Hg, while a positive association was found with the ϵ2 allele and CB-Pb when the model included only newborn girls. The observed associations indicate possible modification effects of ALAD and APOE SNPs on Pb or Hg kinetics in women and their newborns with low exposure to non-essential TEs, as well as an adequate nutritional status of Zn and Se.
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Affiliation(s)
- Neža Palir
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, 1000, Ljubljana, Slovenia
| | - Anja Stajnko
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia
| | - Janja Snoj Tratnik
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia
| | - Darja Mazej
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia
| | - Alenka Sešek Briški
- Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia
| | - Alenka France-Štiglic
- Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia
| | - Valentina Rosolen
- Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", 34137, Trieste, Italy
| | - Marika Mariuz
- Department of Medicine, University of Udine, 33100, Udine, Italy
| | - Elisa Giordani
- Department of Medicine, University of Udine, 33100, Udine, Italy
| | - Fabio Barbone
- Department of Medicine, University of Udine, 33100, Udine, Italy
| | - Milena Horvat
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, 1000, Ljubljana, Slovenia
| | - Ingrid Falnoga
- Department of Environmental Sciences, Jožef Stefan Institute, 1000, Ljubljana, Slovenia.
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11
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Lead (Pb) and neurodevelopment: A review on exposure and biomarkers of effect (BDNF, HDL) and susceptibility. Int J Hyg Environ Health 2021; 238:113855. [PMID: 34655857 DOI: 10.1016/j.ijheh.2021.113855] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 09/29/2021] [Accepted: 10/01/2021] [Indexed: 12/13/2022]
Abstract
Lead (Pb) is a ubiquitous environmental pollutant and a potent toxic compound. Humans are exposed to Pb through inhalation, ingestion, and skin contact via food, water, tobacco smoke, air, dust, and soil. Pb accumulates in bones, brain, liver and kidney. Fetal exposure occurs via transplacental transmission. The most critical health effects are developmental neurotoxicity in infants and cardiovascular effects and nephrotoxicity in adults. Pb exposure has been steadily decreasing over the past decades, but there are few recent exposure data from the general European population; moreover, no safe Pb limit has been set. Sensitive biomarkers of exposure, effect and susceptibility, that reliably and timely indicate Pb-associated toxicity are required to assess human exposure-health relationships in a situation of low to moderate exposure. Therefore, a systematic literature review based on PubMed entries published before July 2019 that addressed Pb exposure and biomarkers of effect and susceptibility, neurodevelopmental toxicity, epigenetic modifications, and transcriptomics was conducted. Finally included were 58 original papers on Pb exposure and 17 studies on biomarkers. The biomarkers that are linked to Pb exposure and neurodevelopment were grouped into effect biomarkers (serum brain-derived neurotrophic factor (BDNF) and serum/saliva cortisol), susceptibility markers (epigenetic markers and gene sequence variants) and other biomarkers (serum high-density lipoprotein (HDL), maternal iron (Fe) and calcium (Ca) status). Serum BDNF and plasma HDL are potential candidates to be further validated as effect markers for routine use in HBM studies of Pb, complemented by markers of Fe and Ca status to also address nutritional interactions related to neurodevelopmental disorders. For several markers, a causal relationship with Pb-induced neurodevelopmental toxicity is likely. Results on BDNF are discussed in relation to Adverse Outcome Pathway (AOP) 13 ("Chronic binding of antagonist to N-methyl-D-aspartate receptors (NMDARs) during brain development induces impairment of learning and memory abilities") of the AOP-Wiki. Further studies are needed to validate sensitive, reliable, and timely effect biomarkers, especially for low to moderate Pb exposure scenarios.
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12
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Carmichael J, Hicks AJ, Spitz G, Gould KR, Ponsford J. Moderators of gene-outcome associations following traumatic brain injury. Neurosci Biobehav Rev 2021; 130:107-124. [PMID: 34411558 DOI: 10.1016/j.neubiorev.2021.08.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 07/04/2021] [Accepted: 08/13/2021] [Indexed: 12/14/2022]
Abstract
The field of genomics is the principal avenue in the ongoing development of precision/personalised medicine for a variety of health conditions. However, relating genes to outcomes is notoriously complex, especially when considering that other variables can change, or moderate, gene-outcome associations. Here, we comprehensively discuss moderation of gene-outcome associations in the context of traumatic brain injury (TBI), a common, chronically debilitating, and costly neurological condition that is under complex polygenic influence. We focus our narrative review on single nucleotide polymorphisms (SNPs) of three of the most studied genes (apolipoprotein E, brain-derived neurotrophic factor, and catechol-O-methyltransferase) and on three demographic variables believed to moderate associations between these SNPs and TBI outcomes (age, biological sex, and ethnicity). We speculate on the mechanisms which may underlie these moderating effects, drawing widely from biomolecular and behavioural research (n = 175 scientific reports) within the TBI population (n = 72) and other neurological, healthy, ageing, and psychiatric populations (n = 103). We conclude with methodological recommendations for improved exploration of moderators in future genetics research in TBI and other populations.
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Affiliation(s)
- Jai Carmichael
- Monash-Epworth Rehabilitation Research Centre, Epworth HealthCare, Melbourne, Australia; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia.
| | - Amelia J Hicks
- Monash-Epworth Rehabilitation Research Centre, Epworth HealthCare, Melbourne, Australia; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Gershon Spitz
- Monash-Epworth Rehabilitation Research Centre, Epworth HealthCare, Melbourne, Australia; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Kate Rachel Gould
- Monash-Epworth Rehabilitation Research Centre, Epworth HealthCare, Melbourne, Australia; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
| | - Jennie Ponsford
- Monash-Epworth Rehabilitation Research Centre, Epworth HealthCare, Melbourne, Australia; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton, Australia
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13
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Lozano M, Murcia M, Soler-Blasco R, González L, Iriarte G, Rebagliato M, Lopez-Espinosa MJ, Esplugues A, Ballester F, Llop S. Exposure to mercury among 9-year-old children and neurobehavioural function. ENVIRONMENT INTERNATIONAL 2021; 146:106173. [PMID: 33096466 DOI: 10.1016/j.envint.2020.106173] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 09/14/2020] [Accepted: 09/30/2020] [Indexed: 05/28/2023]
Abstract
Mercury (Hg) is an environmental neurotoxicant whose main route of exposure in humans is the consumption of seafood. The aim of this study was to explore the relationship between Hg exposure at 9 years old and behaviour assessed at 9 and 11 years old. Study subjects were mother-child pairs participating in the INMA (Environment and Childhood) Project in Valencia (Spain). Total Hg (THg) was measured in hair samples from the children at 9 years old. Behaviour and emotions were assessed at 9 (n = 472) years and 11 (n = 385) years of age using the Child Behaviour Checklist test (CBCL) and the Conners Parents Rating Scale-Revised: Short Form (CPRS-R:S). Furthermore, the attention function was assessed by the Attention Network Test at 11 years old. Socio-demographic, lifestyle and dietary information was collected through questionnaires during pregnancy and childhood. Polymorphism in BDNF, APOE and GSTP1 were genotyped in cord blood DNA. Multivariable negative binomial regression models were built in order to study the association between THg concentrations and the scores obtained by the children at 9 and 11 years old. Effect modification by sex and genetic polymorphisms was assessed. The association between Hg levels and CBCL scores was positive (worse neurobehavioural development) for the CBCL internalizing and total problem scales (Incidence Rate Ratio [95% confidence interval] = 1.07 [1.01, 1.13] and 1.05 [0.99, 1.11], respectively). The association between Hg and the externalizing and total problems CBCL scales and the Attention Deficit Hyperactivity Disorder (ADHD) index of the CPRS-R:S was different according to sex, with boys obtaining worse scores with increasing Hg, compared to girls. Statistically significant interactions were also observed for genetic polymorphisms affecting the association between early exposure to Hg and both CBCL and CPRS-R:S scores. In conclusion, postnatal Hg exposure is associated with poorer neurobehavioural development in 9- and 11-year-old children. Sex and the presence of certain genetic polymorphisms modified this association.
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Affiliation(s)
- Manuel Lozano
- Preventive Medicine and Public Health, Food Sciences, Toxicology and Forensic Medicine Department, Universitat de València, Valencia, Spain
| | - Mario Murcia
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Servicio de Análisis de Sistemas de Información Sanitaria, Conselleria de Sanitat, Generalitat Valenciana, Valencia, Spain
| | - Raquel Soler-Blasco
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain
| | - Llúcia González
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Gorka Iriarte
- Laboratorio de Salud Pública, Alava, Vitoria Gasteiz, Spain
| | - Marisa Rebagliato
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Medicine, Universitat Jaume I, Castelló, Spain
| | - Maria-Jose Lopez-Espinosa
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Nursing School, Universitat de València, Valencia, Spain
| | - Ana Esplugues
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Nursing School, Universitat de València, Valencia, Spain.
| | - Ferran Ballester
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain; Department of Nursing School, Universitat de València, Valencia, Spain
| | - Sabrina Llop
- Epidemiology and Environmental Health Joint Research Unit, FISABIO-Universitat Jaume I-Universitat de València, Valencia, Spain; Spanish Consortium for Research on Epidemiology and Public Health (CIBERESP), Madrid, Spain
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14
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Slayday RE, Gustavson DE, Elman JA, Beck A, McEvoy LK, Tu XM, Fang B, Hauger RL, Lyons MJ, McKenzie RE, Sanderson-Cimino ME, Xian H, Kremen WS, Franz CE. Interaction between Alcohol Consumption and Apolipoprotein E (ApoE) Genotype with Cognition in Middle-Aged Men. J Int Neuropsychol Soc 2021; 27:56-68. [PMID: 32662384 PMCID: PMC7856052 DOI: 10.1017/s1355617720000570] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Heavy alcohol consumption is associated with poorer cognitive function in older adults. Although understudied in middle-aged adults, the relationship between alcohol and cognition may also be influenced by genetics such as the apolipoprotein (ApoE) ε4 allele, a risk factor for Alzheimer's disease. We examined the relationship between alcohol consumption, ApoE genotype, and cognition in middle-aged adults and hypothesized that light and/or moderate drinkers (≤2 drinks per day) would show better cognitive performance than heavy drinkers or non-drinkers. Additionally, we hypothesized that the association between alcohol use and cognitive function would differ by ApoE genotype (ε4+ vs. ε4-). METHOD Participants were 1266 men from the Vietnam Era Twin Study of Aging (VETSA; M age = 56; range 51-60) who completed a neuropsychological battery assessing seven cognitive abilities: general cognitive ability (GCA), episodic memory, processing speed, executive function, abstract reasoning, verbal fluency, and visuospatial ability. Alcohol consumption was categorized into five groups: never, former, light, moderate, and heavy. RESULTS In fully adjusted models, there was no significant main effect of alcohol consumption on cognitive functions. However, there was a significant interaction between alcohol consumption and ApoE ε4 status for GCA and episodic memory, such that the relationship of alcohol consumption and cognition was stronger in ε4 carriers. The ε4+ heavy drinking subgroup had the poorest GCA and episodic memory. CONCLUSIONS Presence of the ε4 allele may increase vulnerability to the deleterious effects of heavy alcohol consumption. Beneficial effects of light or moderate alcohol consumption were not observed.
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Affiliation(s)
- Riki E. Slayday
- Department of Psychology, San Diego State University, San
Diego, CA, USA
| | - Daniel E. Gustavson
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Jeremy A. Elman
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Asad Beck
- University of Washington, Graduate Program in Neuroscience,
Seattle, WA, USA
| | - Linda K. McEvoy
- Department of Radiology, University of California San
Diego, La Jolla, CA, USA
| | - Xin M. Tu
- Department of Family Medicine, University of California San
Diego, La Jolla, CA, USA
| | - Bin Fang
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Richard L. Hauger
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center of Excellence for Stress and Mental Health, VA San
Diego Healthcare System, San Diego, CA, USA
| | - Michael J. Lyons
- Department of Psychological and Brain Sciences, Boston
University, Boston, MA, USA
| | - Ruth E. McKenzie
- Department of Psychological and Brain Sciences, Boston
University, Boston, MA, USA
| | - Mark E. Sanderson-Cimino
- Department of Psychology, San Diego State University, San
Diego, CA, USA
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
| | - Hong Xian
- Department of Biostatistics, St Louis University, St.
Louis, MO, USA
| | - William S. Kremen
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center of Excellence for Stress and Mental Health, VA San
Diego Healthcare System, San Diego, CA, USA
- Center for Behavior Genetics of Aging, University of
California San Diego, La Jolla CA, USA
| | - Carol E. Franz
- Department of Psychiatry, University of California San
Diego, La Jolla CA, USA
- Center for Behavior Genetics of Aging, University of
California San Diego, La Jolla CA, USA
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15
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Trdin A, Snoj Tratnik J, Stajnko A, Marc J, Mazej D, Sešek Briški A, Kastelec D, Prpić I, Petrović O, Špirić Z, Horvat M, Falnoga I. Trace elements and APOE polymorphisms in pregnant women and their new-borns. ENVIRONMENT INTERNATIONAL 2020; 143:105626. [PMID: 32622117 DOI: 10.1016/j.envint.2020.105626] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 02/28/2020] [Accepted: 02/29/2020] [Indexed: 06/11/2023]
Abstract
We investigated the relationship between lipid binding glycoprotein apolipoprotein E (apoE; gene APOE) polymorphisms (ε4 allele carriers versus no carriers = ε4+/ε4-) and trace elements (TEs) (e.g., (methyl)mercury, arsenic, lead, cadmium, selenium, manganese, copper, and zinc) in mothers (N = 223) and their new-borns (N = 213) exposed to potentially toxic metal(loid)s from seafood consumption. The apoE isoform encoded by the ε4 allele is believed to have beneficial effects in early life but represents a risk factor for age-associated diseases. Under certain conditions ε4 carriers are more susceptible to oxidative stress and metal(loid) toxicity. DNA from Croatian pregnant women (N = 223, third trimester) and their new-borns (N = 176), was genotyped for APOE by TaqMan® SNP assay - rs429358 and rs7412. Seafood intake data and TE levels in maternal urine, milk, hair, peripheral venous blood, mixed cord blood, and new-borns' urine were available from previous studies. We compared TEs between ε4+ and ε4- carriers using Mann-Whitney U tests and applied multiple linear regression models to analyse the TE's dependence on the presence of allele ε4 (genotypes ε3/ε4, ε4/ε4) in combination with other explanatory variables. We identified 17% (n = 37) and 20% (n = 35) ε4 allele carriers in mothers and new-borns, respectively. The Mann-Whitney U test showed that mothers with the ε4 allele had significantly higher mean levels of (methyl)mercury in peripheral venous blood, cord blood, and hair; arsenic in urine and cord blood; and selenium in peripheral venous blood and plasma. However, taking confounders into account, only the maternal plasma selenium remained statistically significant in the linear regression models (ε4 carriers vs non-carriers: 62.6 vs 54.9 ng/mL, p < 0.001). Literature suggestions of possible ε4 allele impact on Hg levels were not observed, while superior selenium status observed in healthy pregnant women carrying allele ε4 could be linked to the proposed APOE ε4 beneficial effects early in life.
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Affiliation(s)
- Ajda Trdin
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Janja Snoj Tratnik
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Anja Stajnko
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Janja Marc
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - Darja Mazej
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Alenka Sešek Briški
- Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | | | - Igor Prpić
- Department of Paediatrics, University Hospital Centre Rijeka, Rijeka, Croatia; Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Oleg Petrović
- Department of Paediatrics, University Hospital Centre Rijeka, Rijeka, Croatia
| | | | - Milena Horvat
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Ingrid Falnoga
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia.
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16
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D’Souza H, Mason L, Mok KY, Startin CM, Hamburg S, Hithersay R, Baksh RA, Hardy J, Strydom A, Thomas MSC. Differential Associations of Apolipoprotein E ε4 Genotype With Attentional Abilities Across the Life Span of Individuals With Down Syndrome. JAMA Netw Open 2020; 3:e2018221. [PMID: 32986108 PMCID: PMC7522696 DOI: 10.1001/jamanetworkopen.2020.18221] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
IMPORTANCE Risk of Alzheimer disease (AD) is particularly high for individuals with Down syndrome (DS). The ε4 allele of the apolipoprotein E gene (APOE ε4) is associated with an additional risk for AD. In typical development, there is evidence that the APOE ε4 genotype is associated with an early cognitive advantage. Here we investigate associations of APOE ε4 with attention across the life span of individuals with DS. OBJECTIVE To investigate associations between APOE ε4 and attentional abilities in young children and in adults with DS. DESIGN, SETTINGS, AND PARTICIPANTS In this cross-sectional study, data were collected from 80 young children with DS (8-62 months of age) and 240 adults with DS (16-71 years of age) during the period from 2013 to 2018 at a research center to examine the association between APOE status (ε4 carrier vs ε4 noncarrier) and attentional abilities. EXPOSURE APOE status (ε4 carrier vs ε4 noncarrier). MAIN OUTCOMES AND MEASURES For the children, attentional ability was assessed using an eye-tracking paradigm, the gap-overlap task; the size of the gap effect was the primary outcome. For the adults, attentional ability was assessed using the CANTAB simple reaction time task; the standard deviation of response time latencies was the primary outcome. Cross-sectional developmental trajectories were constructed linking attentional ability with age in ε4 carriers and ε4 noncarriers for children and adults separately. RESULTS The child sample comprised 23 ε4 carriers and 57 ε4 noncarriers. The adult sample comprised 61 ε4 carriers and 179 ε4 noncarriers. For the children, a significant difference between trajectory intercepts (ηp2 = 0.14) indicated that ε4 carriers (B = 100.24 [95% CI, 18.52-181.96]) exhibited an attentional advantage over ε4 noncarriers (B = 314.78 [95% CI, 252.17-377.39]). There was an interaction between APOE status and age (ηp2 = 0.10); while the gap effect decreased with age for ε4 noncarriers (B = -4.58 [95% CI, -6.67 to -2.48]), reflecting the development of the attention system, there was no change across age in ε4 carriers (B = 0.77 [95% CI, -1.57 to 3.12]). For the adults, there was no main effect of ε4 carrier status, but there was an interaction between APOE status and age (B = 0.02 [95% CI, 0.004-0.07]), so that ε4 carriers had poorer attentional ability than ε4 noncarriers at older ages. CONCLUSIONS AND RELEVANCE APOE ε4 is associated with an attentional advantage early in development and a disadvantage later in life for individuals with DS, similar to the pattern reported in typical development. Understanding the differential role of APOE across the life span is an important step toward future interventions.
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Affiliation(s)
- Hana D’Souza
- Department of Psychology and Newnham College, University of Cambridge, Cambridge, United Kingdom
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
| | - Luke Mason
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
| | - Kin Y. Mok
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Queen Square Institute of Neurology, Department of Neurodegenerative Disease, University College London, London, United Kingdom
- Division of Life Science, Hong Kong University of Science and Technology, Hong Kong SAR, People’s Republic of China
| | - Carla M. Startin
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Institute of Psychiatry, Psychology, and Neuroscience, Department of Forensic and Neurodevelopmental Sciences, King’s College London, London, United Kingdom
- Department of Psychology, University of York, York, United Kingdom
| | - Sarah Hamburg
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
| | - Rosalyn Hithersay
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Institute of Psychiatry, Psychology, and Neuroscience, Department of Forensic and Neurodevelopmental Sciences, King’s College London, London, United Kingdom
| | - R. Asaad Baksh
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Institute of Psychiatry, Psychology, and Neuroscience, Department of Forensic and Neurodevelopmental Sciences, King’s College London, London, United Kingdom
| | - John Hardy
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Queen Square Institute of Neurology, Department of Neurodegenerative Disease, University College London, London, United Kingdom
- UK Dementia Research Institute at University College London, University College London Institute of Neurology, Department of Neurodegenerative Disease, University College London, London, United Kingdom
- Reta Lila Weston Institute, Queen Square Institute of Neurology, University College London, London, United Kingdom
- National Institute for Health Research University College London Hospitals Biomedical Research Centre, London, United Kingdom
- Institute for Advanced Study, Hong Kong University of Science and Technology, Hong Kong SAR, People’s Republic of China
| | - Andre Strydom
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
- Institute of Psychiatry, Psychology, and Neuroscience, Department of Forensic and Neurodevelopmental Sciences, King’s College London, London, United Kingdom
- South London and the Maudsley National Health Service Foundation Trust, London, United Kingdom
| | - Michael S. C. Thomas
- Centre for Brain and Cognitive Development, Birkbeck, University of London, London, United Kingdom
- The London Down Syndrome (LonDownS) Consortium, London, United Kingdom
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Smith CJ, Ashford JW, Perfetti TA. Putative Survival Advantages in Young Apolipoprotein ɛ4 Carriers are Associated with Increased Neural Stress. J Alzheimers Dis 2020; 68:885-923. [PMID: 30814349 PMCID: PMC6484250 DOI: 10.3233/jad-181089] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Inheritance of a single copy of the apolipoprotein E (APOE) ɛ4 allele increases risk of Alzheimer’s disease (AD) by 3-4-fold, with homozygosity associated with a 12-16-fold increase in risk, relative to ɛ3 allele homozygosity. There is a decreased risk associated with the APOE ɛ2 allele. The pathological consequence of APOE genotype has led to intense efforts to understand the mechanistic basis of the interplay between APOE status and loss of synapses. Numerous ɛ4 allele-related associations have been reported with the potential relevance of these associations to the pathogenesis of AD unknown at this time. In primarily young subjects, we have reviewed a representative body of literature on ɛ4 allele-associations related to the following: cardiovascular responses; impacts on reproduction and fetal development; co-morbidities; resistance to infectious disease; responses to head injury; biochemical differences possibly related to neural stress; and brain structure-function differences. In addition, the literature on the association between the ɛ4 allele and cognitive performance has been reviewed comprehensively. The weight-of-the-evidence supports the hypothesis that possession of the ancestral ɛ4 allele in youth is associated with improved fitness during fetal development, infancy, and youth relative to the more recently appearing ɛ3 allele, at the expense of decreased fitness in old age, which is substantially improved by the ɛ3 allele. However, possession of the ɛ4 allele is also associated with higher levels of synaptic macromolecular turnover, which likely stresses basic cellular neuroplasticity mechanisms. Clinical trials of potential AD therapeutics should consider APOE status as an enrollment criterion.
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Affiliation(s)
- Carr J Smith
- Florida State University, Department of Nurse Anesthesia, Panama City, FL, USA
| | - J Wesson Ashford
- Stanford University and VA Palo Alto Health Care System, Palo Alto, CA, USA
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Remer J, Dean DC, Chen K, Reiman RA, Huentelman MJ, Reiman EM, Deoni SCL. Longitudinal white matter and cognitive development in pediatric carriers of the apolipoprotein ε4 allele. Neuroimage 2020; 222:117243. [PMID: 32822813 PMCID: PMC7779366 DOI: 10.1016/j.neuroimage.2020.117243] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 07/01/2020] [Accepted: 08/05/2020] [Indexed: 01/14/2023] Open
Abstract
We have previously demonstrated cross-sectional differences in magnetic resonance imaging (MRI) measurements of white matter myelin and gray matter in infants with or without the apolipoprotein ε4 allele, a major genetic risk factor for late-onset Alzheimer's disease (AD). In this study, we sought to compare longitudinal MRI white matter myelin and cognitive-behavioral changes in infants and young children with and without this allele. Serial MRI and cognitive tests were obtained on 223 infants and young children, including 74 ε4 carriers and 149 non-carriers, 2–68 months of age, matched for age, gestational duration, birth weight, sex ratio, maternal age, education, and socioeconomic status. Automated brain mapping algorithms and non-linear mixed models were used to characterize and compare trajectories of white matter myelin and cognitive-behavioral test scores. The APOE ε4 carriers had statistically significant differences in white matter myelin development, in the uncinate fasciculus, temporal lobe, internal capsule and occipital lobe. Additionally, ε4 carriers had a slightly greater rate of development in early learning composite a surrogate measure of IQ representative of expressive language, receptive language, fine motor, and visual skills, but displayed slightly lower non verbal development quotient scores a composite measure of fine motor and visual skills across the entire age range. This study supports the possibility that ε4 carriers have slightly altered rates of white matter and cognitive development in childhood. It continues to raise questions about the role of APOE in human brain development and the relevance of these developmental differences to the predisposition to AD.
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Affiliation(s)
- Justin Remer
- Advanced Baby Imaging Lab, Rhode Island Hospital, Providence, RI, USA; Department of Pediatrics, Warren Alpert Medical School at Brown University, Providence RI, USA.
| | - Douglas C Dean
- Department of Pediatrics, University of Wisconsin-Madison, Madison WI 53705 USA; Department of Medical Physics, University of Wisconsin-Madison, Madison WI 5305 USA; Waisman Center, University of Wisconsin-Madison, Madison WI 53705 USA
| | - Kewei Chen
- Arizona Alzheimer's Consortium, University of Arizona School of Medicine, Tucson and Phoenix AZ, USA; Banner Alzheimer's Institute, Phoenix, AZ, USA; University of Arizona College of Medicine, Phoenix, AZ, USA; Arizona State University, Phoenix, AZ, USA
| | - Rebecca A Reiman
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Matthew J Huentelman
- Banner Alzheimer's Institute, Phoenix, AZ, USA; Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Eric M Reiman
- Arizona Alzheimer's Consortium, University of Arizona School of Medicine, Tucson and Phoenix AZ, USA; Banner Alzheimer's Institute, Phoenix, AZ, USA; University of Arizona College of Medicine, Phoenix, AZ, USA; Arizona State University, Phoenix, AZ, USA; Neurogenomics Division, Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Sean C L Deoni
- Advanced Baby Imaging Lab, Rhode Island Hospital, Providence, RI, USA; Department of Pediatrics, Warren Alpert Medical School at Brown University, Providence RI, USA; Maternal, Newborn, and Child Health Discovery and Tools, Bill and Melinda Gates Foundation; Seattle WA, USA
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Zhao C, Strobino K, Moon YP, Cheung YK, Sacco RL, Stern Y, Elkind MSV. APOE ϵ4 modifies the relationship between infectious burden and poor cognition. Neurol Genet 2020; 6:e462. [PMID: 32754642 PMCID: PMC7357411 DOI: 10.1212/nxg.0000000000000462] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 05/18/2020] [Indexed: 12/27/2022]
Abstract
OBJECTIVE We investigated whether APOE ϵ4 is an effect modifier of the association between infectious burden (IB) and poor cognition in a multiethnic cohort, the Northern Manhattan Study. METHODS IB was assessed by a quantitative weighted index of exposure to common pathogens associated with vascular risk, infectious burden index (IBI), and by serology for individual infections. Cognition was assessed by completion of the Mini-Mental State Examination at baseline and a full neuropsychological test battery after a median follow-up of approximately 6 years. Adjusted linear and logistic regressions estimated the association between IBI and cognition, with a term included for the interaction between APOE ϵ4 and IBI. RESULTS Among those with full neuropsychological test results (n = 569), there were interactions between IBI and APOE ϵ4 (p = 0.07) and herpes simplex virus 1 (HSV-1) and APOE ϵ4 (p = 0.02) for processing speed. IBI was associated with slower processing speed among non-ϵ4 carriers (β = -0.08 per SD change in IBI, 95% confidence interval [CI] -0.16 to -0.01), but not among APOE ϵ4 carriers (β = 0.06 per SD change in IBI, 95% CI -0.08 to 0.19). HSV-1 positivity was associated with slower processing speed among non-ϵ4 carriers (β = -0.24, 95% CI -0.45 to -0.03), but not among APOE ϵ4 carriers (β = 0.27, 95% CI -0.09 to 0.64). CONCLUSIONS Potential effect modification by the APOE ϵ4 allele on the relationship of infection, and particularly viral infection, to cognitive processing speed warrants further investigation.
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Affiliation(s)
- Chen Zhao
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Kevin Strobino
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Yeseon Park Moon
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Ying Kuen Cheung
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Ralph L Sacco
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Yaakov Stern
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Mitchell S V Elkind
- Department of Neurology (C.Z., K.S., Y.P.M.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (C.Z.), Penn State Health Milton S. Hershey Medical Center; Department of Public Health Sciences (C.Z.), Pennsylvania State College of Medicine, Pennsylvania State University, Hershey, PA; Department of Biostatistics (Y.K.C.), Mailman School of Public Health, Columbia University, New York, NY; Departments of Neurology (R.L.S.), Public Health Sciences, and Human Genomics, Miller School of Medicine, University of Miami, Miami, FL; Cognitive Neuroscience Division (Y.S.), Department of Neurology, Vagelos College of Physicians and Surgeons, Taub Institute for Research of Alzheimer's Disease and the Aging Brain, Gertrude H. Sergievsky Center, Columbia University, New York, NY; Department of Neurology (M.S.V.E.), Vagelos College of Physicians and Surgeons; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
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Norwitz NG, Querfurth H. mTOR Mysteries: Nuances and Questions About the Mechanistic Target of Rapamycin in Neurodegeneration. Front Neurosci 2020; 14:775. [PMID: 32903821 PMCID: PMC7438931 DOI: 10.3389/fnins.2020.00775] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 07/01/2020] [Indexed: 01/25/2023] Open
Abstract
The mechanistic target of rapamycin protein complex, mTORC1, has received attention in recent years for its role in aging and neurodegenerative diseases, such as Alzheimer's disease. Numerous excellent reviews have been written on the pathways and drug targeting of this keystone regulator of metabolism. However, none have specifically highlighted several important nuances of mTOR regulation as relates to neurodegeneration. Herein, we focus on six such nuances/open questions: (1) "Antagonistic pleiotropy" - Should we weigh the beneficial anabolic functions of mTORC1 against its harmful inhibition of autophagy? (2) "Early/late-stage specificity" - Does the relative importance of these neuroprotective/neurotoxic actions change as a disease progresses? (3) "Regional specificity" - Does mTOR signaling respond differently to the same interventions in different brain regions? (4) "Disease specificity" - Could the same intervention to inhibit mTORC1 help in one disease and cause harm in another disease? (5) "Personalized therapy" - Might genetically-informed personalized therapies that inhibit particular nodes in the mTORC1 regulatory network be more effective than generalized therapies? (6) "Lifestyle interventions" - Could specific diets, micronutrients, or exercise alter mTORC1 signaling to prevent or improve the progression neurodegenerative diseases? This manuscript is devoted to discussing recent research findings that offer insights into these gaps in the literature, with the aim of inspiring further inquiry.
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Affiliation(s)
- Nicholas G. Norwitz
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom
| | - Henry Querfurth
- Department of Neurology, Tufts Medical Center, Boston, MA, United States
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Fuller JT, Cronin-Golomb A, Gatchel JR, Norton DJ, Guzmán-Vélez E, Jacobs HIL, Hanseeuw B, Pardilla-Delgado E, Artola A, Baena A, Bocanegra Y, Kosik KS, Chen K, Tariot PN, Johnson K, Sperling RA, Reiman EM, Lopera F, Quiroz YT. Biological and Cognitive Markers of Presenilin1 E280A Autosomal Dominant Alzheimer's Disease: A Comprehensive Review of the Colombian Kindred. JPAD-JOURNAL OF PREVENTION OF ALZHEIMERS DISEASE 2020; 6:112-120. [PMID: 30756118 DOI: 10.14283/jpad.2019.6] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The study of individuals with autosomal dominant Alzheimer's disease affords one of the best opportunities to characterize the biological and cognitive changes of Alzheimer's disease that occur over the course of the preclinical and symptomatic stages. Unifying the knowledge gained from the past three decades of research in the world's largest single-mutation autosomal dominant Alzheimer's disease kindred - a family in Antioquia, Colombia with the E280A mutation in the Presenilin1 gene - will provide new directions for Alzheimer's research and a framework for generalizing the findings from this cohort to the more common sporadic form of Alzheimer's disease. As this specific mutation is virtually 100% penetrant for the development of the disease by midlife, we use a previously defined median age of onset for mild cognitive impairment for this cohort to examine the trajectory of the biological and cognitive markers of the disease as a function of the carriers' estimated years to clinical onset. Studies from this cohort suggest that structural and functional brain abnormalities - such as cortical thinning and hyperactivation in memory networks - as well as differences in biofluid and in vivo measurements of Alzheimer's-related pathological proteins distinguish Presenilin1 E280A mutation carriers from non-carriers as early as childhood, or approximately three decades before the median age of onset of clinical symptoms. We conclude our review with discussion on future directions for Alzheimer's disease research, with specific emphasis on ways to design studies that compare the generalizability of research in autosomal dominant Alzheimer's disease to the larger sporadic Alzheimer's disease population.
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Affiliation(s)
- J T Fuller
- Yakeel T. Quiroz, PhD Assistant Professor, Harvard Medical School, Departments of Psychiatry and Neurology, Massachusetts General Hospital, 100 1st Avenue, Building 39, Suite 101, Charlestown, MA 02129, Phone (617) 643-5944; Fax: (617) 726-5760, E-mail:
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Zokaei N, Grogan J, Fallon SJ, Slavkova E, Hadida J, Manohar S, Nobre AC, Husain M. Short-term memory advantage for brief durations in human APOE ε4 carriers. Sci Rep 2020; 10:9503. [PMID: 32528115 PMCID: PMC7289888 DOI: 10.1038/s41598-020-66114-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Accepted: 05/07/2020] [Indexed: 12/19/2022] Open
Abstract
The Apolipoprotein-E (APOE) ε4 gene allele, the highest known genetic risk factor for Alzheimer's disease, has paradoxically been well preserved in the human population. One possible explanation offered by evolutionary biology for survival of deleterious genes is antagonistic pleiotropy. This theory proposes that such genetic variants might confer an advantage, even earlier in life when humans are also reproductively fit. The results of some small-cohort studies have raised the possibility of such a pleiotropic effect for the ε4 allele in short-term memory (STM) but the findings have been inconsistent. Here, we tested STM performance in a large cohort of individuals (N = 1277); nine hundred and fifty-nine of which included carrier and non-carriers of the APOE ε4 gene, those at highest risk of developing Alzheimer's disease. We first confirm that this task is sensitive to subtle deterioration in memory performance across ageing. Importantly, individuals carrying the APOE ε4 gene actually exhibited a significant memory advantage across all ages, specifically for brief retention periods but crucially not for longer durations. Together, these findings present the strongest evidence to date for a gene having an antagonistic pleiotropy effect on human cognitive function across a wide age range, and hence provide an explanation for the survival of the APOE ε4 allele in the gene pool.
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Affiliation(s)
- Nahid Zokaei
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK.
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK.
| | - John Grogan
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | - Sean James Fallon
- National Institute for Health Research Bristol Biomedical Research Centre, University Hospitals Bristol NHS foundation Trust and University of Bristol, Oxford, UK
| | - Ellie Slavkova
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK
| | - Jonathan Hadida
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK
| | - Sanjay Manohar
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
| | - Anna Christina Nobre
- Oxford Centre for Human Brain Activity, Wellcome Centre for Integrative Neuroimaging, Department of Psychiatry, University of Oxford, Oxford, OX3 7JX, UK
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK
| | - Masud Husain
- Department of Experimental Psychology, University of Oxford, Oxford, OX1 3UD, UK
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, OX3 9DU, UK
- Oxford NIHR Biomedical Research Centre, Oxford, UK
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Iacono D, Feltis GC. Impact of Apolipoprotein E gene polymorphism during normal and pathological conditions of the brain across the lifespan. Aging (Albany NY) 2020; 11:787-816. [PMID: 30677746 PMCID: PMC6366964 DOI: 10.18632/aging.101757] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Accepted: 01/05/2019] [Indexed: 12/12/2022]
Abstract
The central nervous system (CNS) is the cellular substrate for the integration of complex, dynamic, constant, and simultaneous interactions among endogenous and exogenous stimuli across the entire human lifespan. Numerous studies on aging-related brain diseases show that some genes identified as risk factors for some of the most common neurodegenerative diseases - such as the allele 4 of APOE gene (APOE4) for Alzheimer's disease (AD) - have a much earlier neuro-anatomical and neuro-physiological impact. The impact of APOE polymorphism appears in fact to start as early as youth and early-adult life. Intriguingly, though, those same genes associated with aging-related brain diseases seem to influence different aspects of the brain functioning much earlier actually, that is, even from the neonatal periods and earlier. The APOE4, an allele classically associated with later-life neurodegenerative disorders as AD, seems in fact to exert a series of very early effects on phenomena of neuroplasticity and synaptogenesis that begin from the earliest periods of life such as the fetal ones.We reviewed some of the findings supporting the hypothesis that APOE polymorphism is an early modifier of various neurobiological aspects across the entire human lifespan - from the in-utero to the centenarian life - during both normal and pathological conditions of the brain.
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Affiliation(s)
- Diego Iacono
- Neuropathology Research, Biomedical Research Institute of New Jersey (BRInj), Cedar Knolls, NJ 07927, USA.,MidAtlantic Neonatology Associates (MANA), Morristown, NJ 07960, USA.,Atlantic Neuroscience Institute, Atlantic Health System (AHS), Overlook Medical Center, Summit, NJ 07901, USA
| | - Gloria C Feltis
- Neuropathology Research, Biomedical Research Institute of New Jersey (BRInj), Cedar Knolls, NJ 07927, USA
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24
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Sulkava S, Taka AM, Kantojärvi K, Pölkki P, Morales-Muñoz I, Milani L, Porkka-Heiskanen T, Saarenpää-Heikkilä O, Kylliäinen A, Juulia Paavonen E, Paunio T. Variation near MTNR1A associates with early development and interacts with seasons. J Sleep Res 2019; 29:e12925. [PMID: 31588999 DOI: 10.1111/jsr.12925] [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: 04/09/2019] [Revised: 08/20/2019] [Accepted: 09/04/2019] [Indexed: 11/30/2022]
Abstract
Melatonin is a circadian regulatory hormone with neuroprotective properties. We have previously demonstrated the association of the genetic variant rs12506228 near the melatonin receptor 1A gene (MTNR1A) with intolerance to shift-work. Furthermore, this variant has been connected to Alzheimer's disease. Because of the previously suggested role of melatonin signalling in foetal neurocognitive and sleep development, we studied here the association of rs12506228 with early development. The study sample comprised 8-month-old infants from the Finnish CHILD-SLEEP birth cohort (n = 1,301). Parental questionnaires assessed socioemotional, communication and motor development, as well as sleep length and night awakenings. The A allele of rs12506228 showed an association with slower socioemotional (p = .025) and communication (p = .0098) development, but no direct association with sleep. However, the association of the Finnish seasons with infant sleep length interacted with rs12506228. Taken together, rs12506228 near MTNR1A, which has been previously linked to adult and elderly traits, is shown here to associate with slower early cognitive development. In addition, these results suggest that the darker seasons associate with longer infant sleep time, but only in the absence of the rs12506228 AA genotype. Because the risk allele has been connected to fewer brain MT1 melatonin receptors, these associations may reflect the influence of decreased melatonin signalling in early development.
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Affiliation(s)
- Sonja Sulkava
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Antti-Mathias Taka
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Katri Kantojärvi
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Pirjo Pölkki
- Department of Social Sciences, University of Eastern Finland, Kuopio, Finland
| | - Isabel Morales-Muñoz
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Institute for Mental Health, School of Psychology, University of Birmingham, Birmingham, UK
| | - Lili Milani
- Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
| | | | - Outi Saarenpää-Heikkilä
- Tampere Center for Child Health Research, Tampere University and Tampere University Hospital, Tampere, Finland
| | - Anneli Kylliäinen
- Psychology, Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - E Juulia Paavonen
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Pediatric Research Center, Child Psychiatry, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Tiina Paunio
- Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
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25
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Trdin A, Snoj Tratnik J, Mazej D, Fajon V, Krsnik M, Osredkar J, Prpić I, Špirić Z, Petrović O, Marc J, Neubauer D, Kodrič J, Kobal AB, Barbone F, Falnoga I, Horvat M. Mercury speciation in prenatal exposure in Slovenian and Croatian population - PHIME study. ENVIRONMENTAL RESEARCH 2019; 177:108627. [PMID: 31421448 DOI: 10.1016/j.envres.2019.108627] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 07/30/2019] [Accepted: 08/04/2019] [Indexed: 06/10/2023]
Abstract
In recent years, several studies have addressed the issue of prenatal exposure to methylmercury (MeHg); however, few have actually analysed MeHg blood concentrations. Our study population included mothers and their new-borns from Slovenia (central region; N = 584) and Croatia (coastal region; N = 234). We have measurements of total Hg (THg) and MeHg in maternal hair, maternal peripheral blood, and cord blood. Cord blood Hg concentrations were low to moderate (median THg = 1.84 ng/g and MeHg = 1.69 ng/g). The proportion of THg as MeHg (%MeHg) in maternal and cord blood varied between 4% and 100% (coefficient of variation, CV = 32%) and between 8% and 100% (CV = 20%), respectively. Our data shows that variability of %MeHg was higher at lower blood THg levels. Concentrations of MeHg in maternal blood and cord blood were highly correlated (Rs = 0.943), in the case of inorganic Hg correlation was significant but weaker (Rs = 0.198). MeHg levels in maternal blood and cord blood were positively associated with seafood intake, maternal age, and negatively associated with pre-pregnancy BMI. Additionally, MeHg in maternal blood was positively associated with plasma selenium levels, and cord blood MeHg was negatively associated with parity. The results of multiple linear regression models showed that speciation analysis provides more defined estimation of prenatal exposure in association modelling. Associations between Hg exposure and cognitive performance of children (assessed using Bayley Scales of Infant and Toddler development) adjusted for maternal or child Apolipoprotein E genotypes showed higher model R2 and lower p-values when adjusted for MeHg compared to THg. This study demonstrates that Hg speciation improves the association between exposure and possible negative health effects.
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Affiliation(s)
- Ajda Trdin
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Janja Snoj Tratnik
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Darja Mazej
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Vesna Fajon
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Mladen Krsnik
- Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Joško Osredkar
- Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Igor Prpić
- Department of Paediatrics, University Hospital Centre Rijeka, Rijeka, Croatia
| | | | - Oleg Petrović
- Department of Obstetrics and Gynaecology, University Hospital Centre Rijeka, Rijeka, Croatia
| | - Janja Marc
- Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia
| | - David Neubauer
- Department of Child, Adolescent, and Developmental Neurology, Division of Paediatrics, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Jana Kodrič
- Department of Child, Adolescent, and Developmental Neurology, Division of Paediatrics, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Alfred B Kobal
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Fabio Barbone
- Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy
| | - Ingrid Falnoga
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Milena Horvat
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Ljubljana, Slovenia.
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26
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Eich TS, Tsapanou A, Stern Y. When time's arrow doesn't bend: APOE-ε4 influences episodic memory before old age. Neuropsychologia 2019; 133:107180. [PMID: 31473197 DOI: 10.1016/j.neuropsychologia.2019.107180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 08/23/2019] [Accepted: 08/28/2019] [Indexed: 01/28/2023]
Abstract
Episodic memory impairment is the hallmark symptom of Alzheimer's Disease (AD). However, episodic memory has also been shown to decline across the lifespan. Here, we investigated whether episodic memory is differentially affected relative to other cognitive abilities before old age, and whether being an Apolipoprotein E (APOE) ε4 carrier -a genetic risk factor for developing AD-exacerbates any such impairments. We used general linear models to test for performance differences within 4 composite measures of cognition - episodic memory, semantic memory, speed of processing, and fluid reasoning-- as a function of age group (young, Mage = 30.21 vs. middle-aged, Mage = 50.84) and APOE-ε4 genotype status (ε4+ vs. ε4-). We replicated findings of age-related reductions in episodic memory, speed of processing, and fluid reasoning, and age-related increases in semantic memory. However, we also found that APOE genotype status moderated the age-related declines in episodic memory: APOE-ε4+ middle-aged adults exhibited impairments relative to both APOE-ε4- middle-aged participants, and APOE-ε4+ younger adults. These results suggest specific and dynamic alterations to episodic memory as a function of APOE allelic variation and age.
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Affiliation(s)
- Teal S Eich
- Leonard Davis School of Gerontology, University of Southern California, USA; Cognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, USA.
| | - Angeliki Tsapanou
- Cognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, USA
| | - Yaakov Stern
- Cognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, USA
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27
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The Genetic Variability of APOE in Different Human Populations and Its Implications for Longevity. Genes (Basel) 2019; 10:genes10030222. [PMID: 30884759 PMCID: PMC6471373 DOI: 10.3390/genes10030222] [Citation(s) in RCA: 85] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/01/2019] [Accepted: 03/12/2019] [Indexed: 12/11/2022] Open
Abstract
Human longevity is a complex phenotype resulting from the combinations of context-dependent gene-environment interactions that require analysis as a dynamic process in a cohesive ecological and evolutionary framework. Genome-wide association (GWAS) and whole-genome sequencing (WGS) studies on centenarians pointed toward the inclusion of the apolipoprotein E (APOE) polymorphisms ε2 and ε4, as implicated in the attainment of extreme longevity, which refers to their effect in age-related Alzheimer's disease (AD) and cardiovascular disease (CVD). In this case, the available literature on APOE and its involvement in longevity is described according to an anthropological and population genetics perspective. This aims to highlight the evolutionary history of this gene, how its participation in several biological pathways relates to human longevity, and which evolutionary dynamics may have shaped the distribution of APOE haplotypes across the globe. Its potential adaptive role will be described along with implications for the study of longevity in different human groups. This review also presents an updated overview of the worldwide distribution of APOE alleles based on modern day data from public databases and ancient DNA samples retrieved from literature in the attempt to understand the spatial and temporal frame in which present-day patterns of APOE variation evolved.
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Responses to executive demand in young adulthood differ by APOE genotype. Behav Brain Res 2019; 360:158-168. [PMID: 30472114 DOI: 10.1016/j.bbr.2018.11.033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 11/06/2018] [Accepted: 11/21/2018] [Indexed: 11/23/2022]
Abstract
Despite evidence of a relationship between Apolipoprotein E (APOE) ε4+ and later-life cognitive decline, the lifespan effects of carrying an ε4+ allele on cognitive ageing are not well understood. Evidence of ε4+ advantages in early-life are inconsistent, but not inconsiderable. We explored the proposal that APOE ε4+ cognitive advantages arise only in response to complex and sensitive tasks targeting specific executive functions. We systematically manipulated executive demand within verbal fluency, decision-making, prospective memory, and sustained attention tasks. Participants aged 18-25 years (21 ε4+, 63 ε33) also completed a measure of subjective effort. Under low executive demand, ε4+ made fewer verbal fluency word repeats compared to ε33 carriers. Under high executive demand, ε4+ showed lower costs associated with performing concurrent tasks, greater switching errors, and more verbal fluency root repetition errors. Overall, ε4+ appeared to be showing working memory updating advantages under conditions of low executive demand, more effective resource allocation under elevated levels of executive demand, and errors indicating different strategy use compared to ε33 carriers, including speed-accuracy trade-offs.
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29
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Zink N, Bensmann W, Arning L, Beste C, Stock AK. Apolipoprotein ε4 is associated with better cognitive control allocation in healthy young adults. Neuroimage 2018; 185:274-285. [PMID: 30342978 DOI: 10.1016/j.neuroimage.2018.10.046] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 09/30/2018] [Accepted: 10/17/2018] [Indexed: 11/20/2022] Open
Abstract
Many gene variants may impair our health and cognitive abilities at old age, but some of them paradoxically improve the same or similar functions at much younger age (antagonistic pleiotropy hypothesis). Such a diametric pattern may also hold true for the ancestral Apolipoprotein E (APOE) ε4 allele, which increases the risk for Alzheimer's disease and cognitive decline in old age, but may benefit (pre)frontal (executive) functions in young carriers. We therefore investigated potential cognitive benefits of the risk allele on cognitive control capacities and top-down control allocation ("metacontrol") in n = 190 healthy young adults. On a behavioral level, we found young APOE ε4 carriers to better adapt to different degrees of cognitive control requirements, with superior performance in case of high control demands. On a neurophysiological level, these group differences were reflected by modulations of the N450 component, which were rooted in activation differences of the superior frontal gyrus (SFG, BA8). Taken together, our results suggest that young ε4 carriers are more efficient than non-carriers at allocating cognitive control resources based on the actual task requirements (i.e. metacontrol), as they seem to experience less conflict/exert less effort and recruit fewer additional prefrontal areas when task set complexity increases. We further found that ε2 carriers processed implicit spatial stimulus features to a stronger degree than ε3 and ε4 carriers, but failed to benefit from this, as the additional information likely increased response selection conflicts. This finding should however be treated with ample caution as the group of ε2 carriers was comparatively small.
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Affiliation(s)
- Nicolas Zink
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Germany
| | - Wiebke Bensmann
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Germany
| | - Larissa Arning
- Department of Human Genetics, Ruhr-University Bochum, Bochum, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Germany
| | - Ann-Kathrin Stock
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine of the TU Dresden, Germany.
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30
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Bussy A, Snider BJ, Coble D, Xiong C, Fagan AM, Cruchaga C, Benzinger TLS, Gordon BA, Hassenstab J, Bateman RJ, Morris JC. Effect of apolipoprotein E4 on clinical, neuroimaging, and biomarker measures in noncarrier participants in the Dominantly Inherited Alzheimer Network. Neurobiol Aging 2018; 75:42-50. [PMID: 30530186 DOI: 10.1016/j.neurobiolaging.2018.10.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Revised: 09/28/2018] [Accepted: 10/05/2018] [Indexed: 11/19/2022]
Abstract
The apolipoprotein E ε4 allele (APOE4) is the major genetic risk factor for sporadic Alzheimer's disease (AD). APOE4 may have effects on cognition and brain atrophy years before the onset of symptomatic AD. We analyzed the effects of APOE4 in a unique cohort of young adults who had undergone comprehensive assessments as part of the Dominantly Inherited Alzheimer Network (DIAN), an international longitudinal study of individuals from families with autosomal dominant AD. We analyzed the effect of an APOE4 allele on cognitive measures, volumetric MRI, amyloid deposition, glucose metabolism, and on cerebrospinal fluid levels of AD biomarkers in 162 participants that did not carry the mutant gene (noncarriers). APOE4+ and APOE4- mutation noncarriers had similar performance on cognitive measures. Amyloid deposition began at an earlier age in APOE4+ participants, whereas hippocampal volume was similar between the groups. These preliminary findings are consistent with growing evidence that the APOE4 allele may exert effects in midlife years before symptom onset, promoting amyloid deposition before altering cognitive performance or brain structure.
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Affiliation(s)
- Aurélie Bussy
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - B Joy Snider
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO.
| | - Dean Coble
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO
| | - Chengjie Xiong
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO
| | - Anne M Fagan
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - Carlos Cruchaga
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Psychiatry, Washington University School of Medicine, Saint Louis, MO
| | - Tammie L S Benzinger
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Radiology, Washington University School of Medicine, Saint Louis, MO
| | - Brian A Gordon
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Radiology, Washington University School of Medicine, Saint Louis, MO
| | - Jason Hassenstab
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - Randall J Bateman
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
| | - John C Morris
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, Saint Louis, MO; Department of Neurology, Washington University School of Medicine, Saint Louis, MO
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31
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Weissberger GH, Nation DA, Nguyen CP, Bondi MW, Han SD. Meta-analysis of cognitive ability differences by apolipoprotein e genotype in young humans. Neurosci Biobehav Rev 2018; 94:49-58. [PMID: 30125600 DOI: 10.1016/j.neubiorev.2018.08.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/21/2018] [Accepted: 08/16/2018] [Indexed: 12/14/2022]
Abstract
The apolipoprotein (APOE) ε4 allele has been proposed as an example of an antagonistic pleiotropy gene, conferring a beneficial effect on cognition in early life and a detrimental impact on cognition during later years. However, findings on the cognitive associations of the ε4 allele in younger persons are mixed. This PRISMA conforming study aimed to investigate APOE genotype (e4/non-e4) associations across seven cognitive domains (intelligence/achievement, attention/working memory, executive functioning, memory, language, processing speed and visuospatial abilities) in younger humans using a meta-analytic approach. Of 689 records reviewed, 29 studies (34 data-points) were selected for the quantitative synthesis. Participants' ages ranged from 2-40. Results showed that young ε4 carriers did not statistically differ from non-ε4 carriers across any cognitive domains. Overall, findings do not provide compelling support for an antagonistic pleiotropic effect of the ε4 allele across the lifespan.
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Affiliation(s)
- Gali H Weissberger
- Department of Family Medicine, USC Keck School of Medicine, 1000 S. Fremont Avenue, Unit 22, HSA Building A-6, 4thFloor, Room 6437A, Alhambra, CA, 91803, USA.
| | - Daniel A Nation
- Department of Psychology, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, 90089, CA, USA
| | - Caroline P Nguyen
- Department of Family Medicine, USC Keck School of Medicine, 1000 S. Fremont Avenue, Unit 22, HSA Building A-6, 4thFloor, Room 6437A, Alhambra, CA, 91803, USA
| | - Mark W Bondi
- Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive #9116-B, La Jolla, CA, 92093, USA
| | - S Duke Han
- Department of Family Medicine, USC Keck School of Medicine, 1000 S. Fremont Avenue, Unit 22, HSA Building A-6, 4thFloor, Room 6437A, Alhambra, CA, 91803, USA; Department of Psychology, USC Dornsife College of Letters, Arts, and Sciences, Los Angeles, 90089, CA, USA; USC School of Gerontology, Los Angeles, CA, 90089, USA; Department of Neurology, USC Keck School of Medicine, Los Angeles, 90033, CA, USA
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32
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Malin AJ, Busgang SA, Cantoral AJ, Svensson K, Orjuela MA, Pantic I, Schnaas L, Oken E, Baccarelli AA, Téllez-Rojo MM, Wright RO, Gennings C. Quality of Prenatal and Childhood Diet Predicts Neurodevelopmental Outcomes among Children in Mexico City. Nutrients 2018; 10:E1093. [PMID: 30111728 PMCID: PMC6115750 DOI: 10.3390/nu10081093] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 08/03/2018] [Accepted: 08/09/2018] [Indexed: 12/11/2022] Open
Abstract
Adequate nutrition is important for neurodevelopment. Although nutrients are ingested in combination, the impact of specific nutrients within the context of a nutrient mixture has not been studied with respect to health, such as neurodevelopment. Therefore, we examined the impact of prenatal and childhood nutrient mixtures on neurodevelopmental outcomes. Participants included mother⁻child pairs in the Programming Research in Obesity, Growth, Environment, and Social Stress (PROGRESS) prospective birth cohort in Mexico City. We assessed prenatal and child micro- and macronutrient profiles among 65 and 329 children, respectively, via food frequency questionnaires. Neurodevelopmental outcomes of 4⁻6-year-old children were measured using the McCarthy Scales of Children's Abilities (MSCA). We conducted weighted quantile sum (WQS) regression analyses to calculate indices reflecting "good" and "poor" prenatal and childhood nutrition. After adjusting for maternal education, socioeconomic status, the Home Observation for Measurement of the Environment (HOME) score, and total caloric intake, the good prenatal and childhood nutrition indices predicted more favorable neurodevelopment, while both poor nutrition indices predicted poorer neurodevelopment. These associations were stronger in prenatal than childhood models. Monounsaturated fats predicted various neurodevelopmental abilities relatively strongly in both models. Prenatal and childhood consumption of combinations of beneficial nutrients may contribute to more favorable neurodevelopment.
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Affiliation(s)
- Ashley J Malin
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 17 East 102nd Street, New York, NY 10029, USA.
| | - Stefanie A Busgang
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 17 East 102nd Street, New York, NY 10029, USA.
| | - Alejandra J Cantoral
- Instituto Nacional de Salud Pública, Avenida Universidad 655, Santa María Ahuacatitlán, Cuernavaca 62100, Mexico.
| | - Katherine Svensson
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 17 East 102nd Street, New York, NY 10029, USA.
| | - Manuela A Orjuela
- Columbia Mailman School of Public Health, 722 W 168th Street, New York, NY 10032, USA.
| | - Ivan Pantic
- Instituto Nacional de Perinatología, Montes Urales 800, Lomas Virreyes, Ciudad de México C.P. 11000, Mexico.
| | - Lourdes Schnaas
- Instituto Nacional de Perinatología, Montes Urales 800, Lomas Virreyes, Ciudad de México C.P. 11000, Mexico.
| | - Emily Oken
- Division of Chronic Disease Research across the Life course, Department of Population Medicine, Harvard Medical School, 25 Shattuck Street, Boston, MA 02115, USA.
- Harvard Pilgrim Health Care Institute, Landmark Center, 401 Park Dr #401, Boston, MA 02215, USA.
| | - Andrea A Baccarelli
- Columbia Mailman School of Public Health, 722 W 168th Street, New York, NY 10032, USA.
| | - Martha M Téllez-Rojo
- Instituto Nacional de Salud Pública, Avenida Universidad 655, Santa María Ahuacatitlán, Cuernavaca 62100, Mexico.
| | - Robert O Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 17 East 102nd Street, New York, NY 10029, USA.
| | - Chris Gennings
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 17 East 102nd Street, New York, NY 10029, USA.
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33
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Postnatal chlorpyrifos exposure and apolipoprotein E (APOE) genotype differentially affect cholinergic expression and developmental parameters in transgenic mice. Food Chem Toxicol 2018; 118:42-52. [DOI: 10.1016/j.fct.2018.04.065] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2018] [Revised: 04/12/2018] [Accepted: 04/30/2018] [Indexed: 02/08/2023]
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34
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O'Donoghue MC, Murphy SE, Zamboni G, Nobre AC, Mackay CE. APOE genotype and cognition in healthy individuals at risk of Alzheimer's disease: A review. Cortex 2018; 104:103-123. [DOI: 10.1016/j.cortex.2018.03.025] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 02/02/2018] [Accepted: 03/19/2018] [Indexed: 01/22/2023]
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The Neurodevelopmental Toxicity of Lead: History, Epidemiology, and Public Health Implications. LINKING ENVIRONMENTAL EXPOSURE TO NEURODEVELOPMENTAL DISORDERS 2018. [DOI: 10.1016/bs.ant.2018.03.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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36
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Huebbe P, Rimbach G. Evolution of human apolipoprotein E (APOE) isoforms: Gene structure, protein function and interaction with dietary factors. Ageing Res Rev 2017. [PMID: 28647612 DOI: 10.1016/j.arr.2017.06.002] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Apolipoprotein E (APOE) is a member of the vertebrate protein family of exchangeable apolipoproteins that is characterized by amphipathic α-helices encoded by multiple nucleotide tandem repeats. Its equivalent in flying insects - apolipophorin-III - shares structural and functional commonalities with APOE, suggesting the possibility of an evolutionary relationship between the proteins. In contrast to all other known species, human APOE is functionally polymorphic and possesses three major allelic variants (ε4, ε3 and ε2). The present review examines the current knowledge on APOE gene structure, phylogeny and APOE protein topology as well as its human isoforms. The ε4 allele is associated with an increased age-related disease risk but is also the ancestral form. Despite increased mortality in the elderly, ε4 has not become extinct and is the second-most common allele worldwide after ε3. APOE ε4, moreover, shows a non-random geographical distribution, and similarly, the ε2 allele is not homogenously distributed among ethnic populations. This likely suggests the existence of selective forces that are driving the evolution of human APOE isoforms, which may include differential interactions with dietary factors. To that effect, micronutrients such as vitamin D and carotenoids or dietary macronutrient composition are elucidated with respect to APOE evolution.
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Affiliation(s)
- Patricia Huebbe
- Institute of Human Nutrition and Food Science, University of Kiel, H. Rodewald Str. 6, 24118 Kiel, Germany.
| | - Gerald Rimbach
- Institute of Human Nutrition and Food Science, University of Kiel, H. Rodewald Str. 6, 24118 Kiel, Germany.
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Wang Z, Henn BC, Wang C, Wei Y, Su L, Sun R, Chen H, Wagner PJ, Lu Q, Lin X, Wright R, Bellinger D, Kile M, Mazumdar M, Tellez-Rojo MM, Schnaas L, Christiani DC. Genome-wide gene by lead exposure interaction analysis identifies UNC5D as a candidate gene for neurodevelopment. Environ Health 2017; 16:81. [PMID: 28754176 PMCID: PMC5534076 DOI: 10.1186/s12940-017-0288-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Accepted: 07/17/2017] [Indexed: 05/04/2023]
Abstract
BACKGROUND Neurodevelopment is a complex process involving both genetic and environmental factors. Prenatal exposure to lead (Pb) has been associated with lower performance on neurodevelopmental tests. Adverse neurodevelopmental outcomes are more frequent and/or more severe when toxic exposures interact with genetic susceptibility. METHODS To explore possible loci associated with increased susceptibility to prenatal Pb exposure, we performed a genome-wide gene-environment interaction study (GWIS) in young children from Mexico (n = 390) and Bangladesh (n = 497). Prenatal Pb exposure was estimated by cord blood Pb concentration. Neurodevelopment was assessed using the Bayley Scales of Infant Development. RESULTS We identified a locus on chromosome 8, containing UNC5D, and demonstrated evidence of its genome-wide significance with mental composite scores (rs9642758, p meta = 4.35 × 10-6). Within this locus, the joint effects of two independent single nucleotide polymorphisms (SNPs, rs9642758 and rs10503970) had a p-value of 4.38 × 10-9 for mental composite scores. Correlating GWIS results with in vitro transcriptomic profiles identified one common gene, SLC1A5, which is involved in synaptic function, neuronal development, and excitotoxicity. Further analysis revealed interconnected interactions that formed a large network of 52 genes enriched with oxidative stress genes and neurodevelopmental genes. CONCLUSIONS Our findings suggest that certain genetic polymorphisms within/near genes relevant to neurodevelopment might modify the toxic effects of Pb exposure via oxidative stress.
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Affiliation(s)
- Zhaoxi Wang
- Harvard TH Chan School of Public Health, Boston, MA USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University, School of Public Health, Boston, USA
| | | | - Yongyue Wei
- Department of Epidemiology, Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Li Su
- Harvard TH Chan School of Public Health, Boston, MA USA
| | - Ryan Sun
- Harvard TH Chan School of Public Health, Boston, MA USA
| | - Han Chen
- Harvard TH Chan School of Public Health, Boston, MA USA
| | | | - Quan Lu
- Harvard TH Chan School of Public Health, Boston, MA USA
| | - Xihong Lin
- Harvard TH Chan School of Public Health, Boston, MA USA
| | | | - David Bellinger
- Harvard TH Chan School of Public Health, Boston, MA USA
- Children’s Hospital Boston, Boston, USA
| | | | - Maitreyi Mazumdar
- Harvard TH Chan School of Public Health, Boston, MA USA
- Children’s Hospital Boston, Boston, USA
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Vila-Rodriguez F, Lang DJ, Baitz H, Gicas K, Thorton AE, Ehmann TS, Smith GN, Barr AM, Torres IJ, Kopala LC, MacEwan GW, Müller DJ, Kennedy JL, Honer WG. Verbal memory improvement in first-episode psychosis APOE-ε4 carriers: a pleiotropic effect? Neuropsychiatr Dis Treat 2017; 13:2945–2953. [PMID: 29263671 PMCID: PMC5727104 DOI: 10.2147/ndt.s150488] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Verbal memory impairment is a core feature in schizophrenia even at early stages of the disease, but its etiopathogenesis is not fully understood. The APOE-ε4 is the main genetic risk factor for late-onset Alzheimer's disease. Our primary goal was to ascertain whether APOE-ε4 status had a pleiotropic effect in early stages of the illness. PARTICIPANTS AND METHODS A total of 86 first-episode psychosis (FEP) outpatients and 39 healthy volunteers were recruited. Demographic and clinical data, APOE genotyping, and a neuropsychological test battery including the California Verbal Learning Test - second edition (CVLT-II) were administered and assessed at study entry and at 1-year follow-up. Data were analyzed using mixed-model repeated measures, where the dependent variable was verbal memory indexed by California Verbal Learning Test (CVLT) Trials 1-5 total recall score. RESULTS FEP-APOE-ε4 carriers and FEP-APOE-ε4 noncarriers had similar symptom severity, clinical outcomes, premorbid and current intelligence quotient, and exposure to antipsychotics. There was a main effect of group on CVLT 1-5 (FEP =43.30 vs control =58.25; F[1, 119.7]=42.97; P<0.001) as well as an APOE-ε4 by group by time (F[4, 116.2]=2.73, P=0.033) interaction with only FEP-APOE-ε4 carriers showing improved verbal memory at follow-up. CONCLUSION Our study is the first to report improvement in verbal memory in persons afflicted by FEP who are APOE-ε4 carriers and replicates the prominent verbal memory deficits present in FEP. Our work provides further evidence pointing to an antagonistic pleiotropic effect of APOE-ε4 in neuropsychiatric disorders. Our results merit further research into antagonistic pleiotropic effects in schizophrenia.
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Affiliation(s)
| | - Donna J Lang
- Division of Neuroradiology, Department of Radiology, The University of British Columbia, Vancouver
| | - Heather Baitz
- Department of Psychology, Simon Fraser University, Burnaby
| | - Kristina Gicas
- Department of Psychology, Simon Fraser University, Burnaby
| | | | | | | | - Alasdair M Barr
- Department of Anesthesiology, Pharmacology and Therapeutics, The University of British Columbia, Vancouver, BC
| | | | | | | | - Daniel J Müller
- Department of Psychiatry, Centre for Mental Health and Addictions, University of Toronto, Toronto, ON, Canada
| | - James L Kennedy
- Department of Psychiatry, Centre for Mental Health and Addictions, University of Toronto, Toronto, ON, Canada
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Snoj Tratnik J, Falnoga I, Trdin A, Mazej D, Fajon V, Miklavčič A, Kobal AB, Osredkar J, Sešek Briški A, Krsnik M, Neubauer D, Kodrič J, Stropnik S, Gosar D, Lešnik Musek P, Marc J, Jurkovič Mlakar S, Petrović O, Vlašić-Cicvarić I, Prpić I, Milardović A, Radić Nišević J, Vuković D, Fišić E, Špirić Z, Horvat M. Prenatal mercury exposure, neurodevelopment and apolipoprotein E genetic polymorphism. ENVIRONMENTAL RESEARCH 2017; 152:375-385. [PMID: 27616663 DOI: 10.1016/j.envres.2016.08.035] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Revised: 06/21/2016] [Accepted: 08/30/2016] [Indexed: 05/20/2023]
Abstract
The aim of the present study was to evaluate the association between prenatal exposure to mercury (Hg) and neurodevelopment of the child, taking into account genetic polymorphism of apolipoprotein E (Apoe) and other relevant confounders. Six hundred and one mother-child pairs were recruited from the central Slovenia region and 243 from Rijeka, on the Croatian coast of the northern Adriatic. The total Hg in cord blood, Bayley Scales of Infant and Toddler Development, Third Edition (Bayley-III) assessment at 18 months of age and Apoe genotyping was performed on 361 children; 237 of them were from Slovenia and 124 from Croatia. The results showed negative association between low-to-moderate Hg exposure in children with normal neurodevelopmental outcome and cognitive and fine motor scores at 18 months of age as assessed by Bayley III. The Hg-related decrease in cognitive score was observed only in children carrying at least one Apoe ε4 allele, while the decrease in fine motor scores was independent of the Apoe genotype. Adjusting for selenium (Se) and lead (Pb) levels, a positive association between Se and the language score and a negative association between Pb and the motor score was observed, but not in the subgroup of children carrying the ε4 allele.
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Affiliation(s)
- Janja Snoj Tratnik
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia; 'Jožef Stefan' International Postgraduate School, Ljubljana, Slovenia
| | - Ingrid Falnoga
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia
| | - Ajda Trdin
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia; 'Jožef Stefan' International Postgraduate School, Ljubljana, Slovenia
| | - Darja Mazej
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia
| | - Vesna Fajon
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia; 'Jožef Stefan' International Postgraduate School, Ljubljana, Slovenia
| | - Ana Miklavčič
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia
| | - Alfred B Kobal
- Ex-Department of Occupational Health, Idrija Mercury Mine, Idrija, Slovenia
| | - Joško Osredkar
- University Medical Centre Ljubljana, Clinical Institute of Clinical Chemistry and Biochemistry, Ljubljana, Slovenia
| | - Alenka Sešek Briški
- University Medical Centre Ljubljana, Clinical Institute of Clinical Chemistry and Biochemistry, Ljubljana, Slovenia
| | - Mladen Krsnik
- University Medical Centre Ljubljana, Clinical Institute of Clinical Chemistry and Biochemistry, Ljubljana, Slovenia
| | - David Neubauer
- University Medical Centre Ljubljana, Division of Paediatrics, Department of Child, Adolescent and Developmental Neurology, Slovenia
| | - Jana Kodrič
- University Medical Centre Ljubljana, Division of Paediatrics, Department of Child, Adolescent and Developmental Neurology, Slovenia
| | - Staša Stropnik
- University Medical Centre Ljubljana, Division of Paediatrics, Department of Child, Adolescent and Developmental Neurology, Slovenia
| | - David Gosar
- University Medical Centre Ljubljana, Division of Paediatrics, Department of Child, Adolescent and Developmental Neurology, Slovenia
| | - Petra Lešnik Musek
- University Medical Centre Ljubljana, Division of Paediatrics, Department of Child, Adolescent and Developmental Neurology, Slovenia
| | - Janja Marc
- University in Ljubljana, Faculty of Pharmacy, Slovenia
| | | | - Oleg Petrović
- University Hospital Centre Rijeka, Department of Paediatrics, Rijeka, Croatia
| | | | - Igor Prpić
- University Hospital Centre Rijeka, Department of Paediatrics, Rijeka, Croatia
| | - Ana Milardović
- University Hospital Centre Rijeka, Department of Paediatrics, Rijeka, Croatia
| | | | - Danijela Vuković
- University Hospital Centre Rijeka, Department of Paediatrics, Rijeka, Croatia
| | - Elizabeta Fišić
- University Hospital Centre Rijeka, Department of Paediatrics, Rijeka, Croatia
| | | | - Milena Horvat
- 'Jožef Stefan' Institute, Department of Environmental Sciences, Ljubljana, Slovenia; 'Jožef Stefan' International Postgraduate School, Ljubljana, Slovenia.
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Trumble BC, Stieglitz J, Blackwell AD, Allayee H, Beheim B, Finch CE, Gurven M, Kaplan H. Apolipoprotein E4 is associated with improved cognitive function in Amazonian forager-horticulturalists with a high parasite burden. FASEB J 2016; 31:1508-1515. [PMID: 28031319 DOI: 10.1096/fj.201601084r] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 12/12/2016] [Indexed: 12/20/2022]
Abstract
The apolipoprotein E4 (E4) allele is present worldwide, despite its associations with higher risk of cardiovascular morbidity, accelerated cognitive decline during aging, and Alzheimer's disease (AD). The E4 allele is especially prevalent in some tropical regions with a high parasite burden. Equatorial populations also face a potential dual burden of high E4 prevalence combined with parasitic infections that can also reduce cognitive performance. We examined the interactions of E4, parasite burden, and cognitive performance in a traditional, nonindustrialized population of Amazonian forager-horticulturalists (N = 372) to test whether E4 protects against cognitive decline in environments with a heavy pathogen burden. Contrary to observations in industrial populations, older adult E4 carriers with high parasite burdens either maintained or showed slight improvements in cognitive performance, whereas non-E4 carriers with a high parasite burden showed reduced cognitive performance. Being an E4 carrier is the strongest risk factor to date of AD and cognitive decline in industrial populations; it is associated with greater cognitive performance in individuals facing a high parasite and pathogen load, suggesting advantages to the E4 allele under certain environmental conditions. The current mismatch between postindustrial hygienic lifestyles and active parasite-rich environs may be critical for understanding genetic risk for cognitive aging.-Trumble, B. C., Stieglitz, J., Blackwell, A. D., Allayee, H., Beheim, B., Finch, C. E., Gurven, M., Kaplan, H. Apolipoprotein E4 is associated with improved cognitive function in Amazonian forager-horticulturalists with a high parasite burden.
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Affiliation(s)
- Benjamin C Trumble
- School of Human Evolution and Social Change, Arizona State University, Tempe, Arizona, USA; .,Center for Evolution and Medicine, Arizona State University, Tempe, Arizona, USA
| | - Jonathan Stieglitz
- Institute for Advanced Study in Toulouse, Toulouse, France.,Department of Anthropology, University of New Mexico, Albuquerque, New Mexico, USA
| | - Aaron D Blackwell
- Department of Anthropology, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Hooman Allayee
- Department of Preventive Medicine, University of Southern California, Los Angeles, California, USA.,Institute for Genetic Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Bret Beheim
- Max Planck Institute for Evolutionary Anthropology, Leipzig, Germany
| | - Caleb E Finch
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, California, USA.,Dornsife College, University of Southern California, Los Angeles, California, USA
| | - Michael Gurven
- Department of Anthropology, University of California, Santa Barbara, Santa Barbara, California, USA
| | - Hillard Kaplan
- Department of Anthropology, University of New Mexico, Albuquerque, New Mexico, USA
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Schmithorst VJ, Panigrahy A, Gaynor JW, Watson CG, Lee V, Bellinger DC, Rivkin MJ, Newburger JW. Organizational topology of brain and its relationship to ADHD in adolescents with d-transposition of the great arteries. Brain Behav 2016; 6:e00504. [PMID: 27547505 PMCID: PMC4980474 DOI: 10.1002/brb3.504] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2016] [Revised: 05/03/2016] [Accepted: 05/05/2016] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE Little is currently known about the impact of congenital heart disease (CHD) on the organization of large-scale brain networks in relation to neurobehavioral outcome. We investigated whether CHD might impact ADHD symptoms via changes in brain structural network topology in a cohort of adolescents with d-transposition of the great arteries (d-TGA) repaired with the arterial switch operation in early infancy and referent subjects. We also explored whether these effects might be modified by apolipoprotein E (APOE) genotype, as the APOE ε2 allele has been associated with worse neurodevelopmental outcomes after repair of d-TGA in infancy. METHODS We applied graph analysis techniques to diffusion tensor imaging (DTI) data obtained from 47 d-TGA adolescents and 29 healthy referents to construct measures of structural topology at the global and regional levels. We developed statistical mediation models revealing the respective contributions of d-TGA, APOE genotype, and structural network topology on ADHD outcome as measured by the Connors ADHD/DSM-IV Scales (CADS). RESULTS Changes in overall network connectivity, integration, and segregation mediated worse ADHD outcomes in d-TGA patients compared to healthy referents; these changes were predominantly in the left and right intrahemispheric regional subnetworks. Exploratory analysis revealed that network topology also mediated detrimental effects of the APOE ε4 allele but improved neurobehavioral outcomes for the APOE ε2 allele. CONCLUSION Our results suggest that disruption of organization of large-scale networks may contribute to neurobehavioral dysfunction in adolescents with CHD and that this effect may interact with APOE genotype.
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Affiliation(s)
- Vincent J Schmithorst
- Department of Pediatric Radiology Childrens Hospital of Pittsburgh of UPMC Pittsburgh Pennsylvania
| | - Ashok Panigrahy
- Department of Pediatric Radiology Childrens Hospital of Pittsburgh of UPMC Pittsburgh Pennsylvania; Department of Radiology and Bioinformatics University of Pittsburgh Pittsburgh Pennsylvania; Department of Radiology Children's Hospital Los Angeles Los Angeles California; Brain and Creativity Institute University of Southern California Los Angeles California
| | - J William Gaynor
- Department of Cardiothoracic Surgery Children's Hospital of Philadelphia Philadelphia Pennsylvania
| | - Christopher G Watson
- Department of Neurology Boston Children's Hospital Boston Massachusetts; Graduate Program for Neuroscience Boston University Boston Massachusetts
| | - Vince Lee
- Department of Pediatric Radiology Childrens Hospital of Pittsburgh of UPMC Pittsburgh Pennsylvania
| | - David C Bellinger
- Department of Neurology Boston Children's Hospital Boston Massachusetts
| | - Michael J Rivkin
- Department of Neurology Boston Children's Hospital Boston Massachusetts; Department of Psychiatry Boston Children's Hospital Boston Massachusetts; Department of Radiology Boston Children's Hospital Boston Massachusetts; Department of Neurology Harvard Medical School Boston Massachusetts
| | - Jane W Newburger
- Department of Cardiology Boston Children's Hospital Boston Massachusetts; Department of Pediatrics Harvard Medical School Boston Massachusetts
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Racine AM, Koscik RL, Berman SE, Nicholas CR, Clark LR, Okonkwo OC, Rowley HA, Asthana S, Bendlin BB, Blennow K, Zetterberg H, Gleason CE, Carlsson CM, Johnson SC. Biomarker clusters are differentially associated with longitudinal cognitive decline in late midlife. Brain 2016; 139:2261-74. [PMID: 27324877 DOI: 10.1093/brain/aww142] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 05/05/2016] [Indexed: 11/12/2022] Open
Abstract
The ability to detect preclinical Alzheimer's disease is of great importance, as this stage of the Alzheimer's continuum is believed to provide a key window for intervention and prevention. As Alzheimer's disease is characterized by multiple pathological changes, a biomarker panel reflecting co-occurring pathology will likely be most useful for early detection. Towards this end, 175 late middle-aged participants (mean age 55.9 ± 5.7 years at first cognitive assessment, 70% female) were recruited from two longitudinally followed cohorts to undergo magnetic resonance imaging and lumbar puncture. Cluster analysis was used to group individuals based on biomarkers of amyloid pathology (cerebrospinal fluid amyloid-β42/amyloid-β40 assay levels), magnetic resonance imaging-derived measures of neurodegeneration/atrophy (cerebrospinal fluid-to-brain volume ratio, and hippocampal volume), neurofibrillary tangles (cerebrospinal fluid phosphorylated tau181 assay levels), and a brain-based marker of vascular risk (total white matter hyperintensity lesion volume). Four biomarker clusters emerged consistent with preclinical features of (i) Alzheimer's disease; (ii) mixed Alzheimer's disease and vascular aetiology; (iii) suspected non-Alzheimer's disease aetiology; and (iv) healthy ageing. Cognitive decline was then analysed between clusters using longitudinal assessments of episodic memory, semantic memory, executive function, and global cognitive function with linear mixed effects modelling. Cluster 1 exhibited a higher intercept and greater rates of decline on tests of episodic memory. Cluster 2 had a lower intercept on a test of semantic memory and both Cluster 2 and Cluster 3 had steeper rates of decline on a test of global cognition. Additional analyses on Cluster 3, which had the smallest hippocampal volume, suggest that its biomarker profile is more likely due to hippocampal vulnerability and not to detectable specific volume loss exceeding the rate of normal ageing. Our results demonstrate that pathology, as indicated by biomarkers, in a preclinical timeframe is related to patterns of longitudinal cognitive decline. Such biomarker patterns may be useful for identifying at-risk populations to recruit for clinical trials.
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Affiliation(s)
- Annie M Racine
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 2 Institute on Aging, University of Wisconsin-Madison, USA, Madison, WI 53706, USA 3 Neuroscience and Public Policy Program, University of Wisconsin-Madison, USA, Madison, WI 53705, USA
| | - Rebecca L Koscik
- 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA
| | - Sara E Berman
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA
| | - Christopher R Nicholas
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA
| | - Lindsay R Clark
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA
| | - Ozioma C Okonkwo
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA
| | - Howard A Rowley
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 6 Department of Radiology, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA
| | - Sanjay Asthana
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA
| | - Barbara B Bendlin
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA
| | - Kaj Blennow
- 7 Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden 8 Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Henrik Zetterberg
- 7 Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden 8 Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden 9 Institute of Neurology, University College London, London, UK
| | - Carey E Gleason
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA
| | - Cynthia M Carlsson
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA
| | - Sterling C Johnson
- 1 Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 4 Wisconsin Alzheimer's Institute, University of Wisconsin School of Medicine and Public Health, USA, Madison, WI 53705, USA 5 Geriatric Research Education and Clinical Center, Wm. S. Middleton Veterans Hospital, USA, Madison WI 53705, USA 10 Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, USA, Madison, WI 53705, USA
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Qiu L, He Y, Tang H, Zhou Y, Wang J, Zhang W, Chen G, Zhao F, Ouyang T, Ju B, Li Z, Wang L, Zou L, Gong Q. Genetically-mediated Grey and White Matter Alteration in Normal Elderly Individuals with the CLU-C Allele Gene. Curr Alzheimer Res 2016; 13:1302-1310. [PMID: 27396407 PMCID: PMC5112753 DOI: 10.2174/1567205013666160703180531] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 06/20/2016] [Accepted: 06/29/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND Several genome-wide association studies have found that the rs11136000 polymorphism of the C allele (CLU-C) is associated with the risk for developing late-onset Alzheimer's disease (LOAD). However, the effects of the CLU-C/C genotype on brain structure, including gray and white matter, are not adequately understood. OBJECTIVES We aimed to clarify the gray matter and white matter integrity changes in non-demented ageing individuals with the AD risk gene of the rs11136000 polymorphism of the C allele (CLU-C) and the correlation with cognitive performance. METHODS Voxel-based analysis was used to compare the differences in high-resolution structural T1 and diffusion tensor imaging data between 31 CLU-C/C and 15 non-CLU-C/C carriers in nondemented older adults. RESULTS Compared to non-CLU-C/C carriers, CLU-C homozygotes showed a reduced gray matter concentration (GMC) in the left parahippocampal gyrus, right middle frontal and temporal middle gyri, increased GMC in the left middle frontal and right fusiform gyri and increased gray matter volume (GMV) in the left middle frontal gyrus (P < 0.001). Decreased fractional anisotropy (FA) in the sub-gyral white matter of the left external capsule and left anterior cingulate and increased FA in the sub-gyral white matter of the left temporal lobe were also found in CLU-C/C genotype carriers. Moreover, the FA value in the left external capsule correlated with several cognitive measures. CONCLUSION Our findings provide further evidence for the CLU risk variant as a candidate gene for AD and may serve as a pre-clinical neuroimaging phenotype of late-onset AD.
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Affiliation(s)
- Lihua Qiu
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
- Department of Radiology, The Second People’s Hospital of Yibin, China
| | - Yong He
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Hehan Tang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Yi Zhou
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Jinhong Wang
- Department of Radiology, Tong Ji Hospital, Tong Ji University, Shanghai, China
| | - Weiwei Zhang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Guangxiang Chen
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Fei Zhao
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Tingxue Ouyang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Bin Ju
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Zhengyan Li
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Lanlan Wang
- Department of Laboratory Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Ling Zou
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
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Chen XF, Wei Z, Wang T, Zhang ZL, Wang Y, Heckman MG, Diehl NN, Zhang YW, Xu H, Bu G. Demographic and Lifestyle Characteristics, but Not Apolipoprotein E Genotype, Are Associated with Intelligence among Young Chinese College Students. PLoS One 2015; 10:e0143157. [PMID: 26574747 PMCID: PMC4648581 DOI: 10.1371/journal.pone.0143157] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 11/02/2015] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Intelligence is an important human feature that strongly affects many life outcomes, including health, life-span, income, educational and occupational attainments. People at all ages differ in their intelligence but the origins of these differences are much debated. A variety of environmental and genetic factors have been reported to be associated with individual intelligence, yet their nature and contribution to intelligence differences have been controversial. OBJECTIVE To investigate the contribution of apolipoprotein E (APOE) genotype, which is associated with the risk for Alzheimer's disease, as well as demographic and lifestyle characteristics, to the variation in intelligence. METHODS A total of 607 Chinese college students aged 18 to 25 years old were included in this prospective observational study. The Chinese revision of Wechsler Adult Intelligence Scale (the fourth edition, short version) was used to determine the intelligence level of participants. Demographic and lifestyle characteristics data were obtained from self-administered questionnaires. RESULTS No significant association was found between APOE polymorphic alleles and different intelligence quotient (IQ) measures. Interestingly, a portion of demographic and lifestyle characteristics, including age, smoking and sleep quality were significantly associated with different IQ measures. CONCLUSIONS Our findings indicate that demographic features and lifestyle characteristics, but not APOE genotype, are associated with intelligence measures among young Chinese college students. Thus, although APOE ε4 allele is a strong genetic risk factor for Alzheimer's disease, it does not seem to impact intelligence at young ages.
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Affiliation(s)
- Xiao-Fen Chen
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
- * E-mail: (XC); (GB)
| | - Zichen Wei
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
| | - Tingting Wang
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
| | - Zhen-Lian Zhang
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
| | - Yiwei Wang
- The first affiliated hospital of Xiamen university, Xiamen, 361003, China
| | - Michael G. Heckman
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, 32224, United States of America
| | - Nancy N. Diehl
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Jacksonville, FL, 32224, United States of America
| | - Yun-Wu Zhang
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
| | - Huaxi Xu
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
| | - Guojun Bu
- Fujian Provincial Key Laboratory of Neurodegenerative Disease and Aging Research, Institute of Neuroscience, Medical College, Xiamen University, Xiamen, 361102, China
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL, 32224, United States of America
- * E-mail: (XC); (GB)
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Ng S, Lin CC, Jeng SF, Hwang YH, Hsieh WS, Chen PC. Mercury, APOE, and child behavior. CHEMOSPHERE 2015; 120:123-30. [PMID: 25014903 DOI: 10.1016/j.chemosphere.2014.06.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Revised: 05/27/2014] [Accepted: 06/01/2014] [Indexed: 05/21/2023]
Abstract
Methylmercury (MeHg) is a neurotoxicant and may have an adverse impact on child behavior. However, this impact was found to be inconsistent in fish-eating populations. Although the positive effects of the nutrients provided by a fish diet may overcome the effect of MeHg, the possibility of genetic variants influencing an individual's response to MeHg has also been discussed. The role of the Apolipoprotein E (APOE) epsilon 4 allele (ε4) on MeHg related neurotoxicity is still unclear. In the present study, we investigated the role of APOE variants in the relationship between cord blood mercury (Hg) and child behavior. A total of 166 subjects were recruited at delivery, and their cord blood was collected for laboratory analyses of Hg and the APOE genotype. The Child Behavior Checklist (CBCL) was administered to the subjects when they reached the age of two years. An increase in cord blood Hg concentrations in APOE ε4 carriers was consistently associated with an increased score for all CBCL syndromes. After controlling for potential confounding factors, the group of ε4 carriers with an elevated cord blood Hg concentration had significantly higher scores in the syndrome categories of general internalizing, emotionally reactive, and anxiety/depression as well as CBCL total scores. Furthermore, general externalizing and aggressive syndromes were borderline significantly higher in this group. In conclusion, we suggest that APOE may modify the toxicity of MeHg. APOE ε4 carriers may be more vulnerable to the effects of MeHg on child behavior at the age of two years.
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Affiliation(s)
- Sharon Ng
- Institute of Occupational Medicine and Industrial Hygiene, National Taiwan University College of Public Health, Taipei, Taiwan
| | - Ching-Chun Lin
- Institute of Occupational Medicine and Industrial Hygiene, National Taiwan University College of Public Health, Taipei, Taiwan
| | - Suh-Fang Jeng
- The School and Graduate Institute of Physical Therapy, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yaw-Huei Hwang
- Institute of Occupational Medicine and Industrial Hygiene, National Taiwan University College of Public Health, Taipei, Taiwan; Department of Public Health, National Taiwan University College of Public Health, Taipei, Taiwan
| | - Wu-Shiun Hsieh
- Department of Pediatrics, National Taiwan University College of Medicine and National Taiwan University Hospital, Taipei, Taiwan
| | - Pau-Chung Chen
- Institute of Occupational Medicine and Industrial Hygiene, National Taiwan University College of Public Health, Taipei, Taiwan; Department of Public Health, National Taiwan University College of Public Health, Taipei, Taiwan; Department of Environmental and Occupational Medicine, National Taiwan University College of Medicine and National Taiwan University Hospital, Taipei, Taiwan.
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46
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Li X, Montine KS, Keene CD, Montine TJ. Different mechanisms of apolipoprotein E isoform-dependent modulation of prostaglandin E2 production and triggering receptor expressed on myeloid cells 2 (TREM2) expression after innate immune activation of microglia. FASEB J 2015; 29:1754-62. [PMID: 25593125 DOI: 10.1096/fj.14-262683] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 12/15/2014] [Indexed: 01/14/2023]
Abstract
Several lines of evidence support immune response in brain as a mechanism of injury in Alzheimer disease (AD). Moreover, immune activation is heightened in apolipoprotein E (APOE) ε4 carriers; inhibitors of prostaglandin (PG) synthesis show a partially protective effect on AD risk from APOE ε4; and genetic variants in triggering receptor expressed on myeloid cells 2 (TREM2) are a rare but potent risk for AD. We tested the hypothesis that APOE ε4 inheritance modulates both the PGE2 pathway and TREM2 expression using primary murine microglia from targeted replacement (TR) APOE3/3 and APOE4/4 mice. Microglial cyclooxygenase-2, microsomal PGE synthase, and PGE2 expression were increased 2- to 25-fold in both genotypes by TLR activators; however, this induction was significantly (P < 0.01) greater in TR APOE4/4 microglia with TLR3 and TLR4 activators. Microglial TREM2 expression was reduced approximately 85% by all TLR activators; this reduction was approximately one-third greater in microglia from TR APOE4/4 mice. Importantly, both receptor-associated protein and a nuclear factor κ-light-chain-enhancer inhibitor blocked TR APOE4/4-dependent effects on the PGE2 pathway but not on TREM2 expression. These data demonstrate complementary, but mechanistically distinct, regulation of pro- and anti-inflammatory mediators in TR APOE4/4 murine microglia that yields a more proinflammatory state than with TR APOE3/3.
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Affiliation(s)
- Xianwu Li
- Department of Pathology, University of Washington, Seattle, Washington, USA
| | - Kathleen S Montine
- Department of Pathology, University of Washington, Seattle, Washington, USA
| | - C Dirk Keene
- Department of Pathology, University of Washington, Seattle, Washington, USA
| | - Thomas J Montine
- Department of Pathology, University of Washington, Seattle, Washington, USA
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47
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Reverte I, Domingo JL, Colomina MT. Neurodevelopmental effects of decabromodiphenyl ether (BDE-209) in APOE transgenic mice. Neurotoxicol Teratol 2014; 46:10-7. [DOI: 10.1016/j.ntt.2014.08.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Revised: 08/25/2014] [Accepted: 08/26/2014] [Indexed: 11/26/2022]
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MacIntyre J, McTaggart J, Guerrant RL, Goldfarb DM. Early childhood diarrhoeal diseases and cognition: are we missing the rest of the iceberg? Paediatr Int Child Health 2014; 34:295-307. [PMID: 25146836 DOI: 10.1179/2046905514y.0000000141] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Risk factors which interfere with cognitive function are especially important during the first 2 years of life - a period referred to as early child development and a time during which rapid growth and essential development occur. Malnutrition, a condition whose effect on cognitive function is well known, has been shown to be part of a vicious cycle with diarrhoeal diseases, and the two pathologies together continue to be the leading cause of illness and death in young children in developing countries. This paper reviews the burden of early childhood diarrhoeal diseases globally and the emerging evidence of their relationship with global disparities in neurocognitive development. The strength of evidence which indicates that the severe childhood diarrhoeal burden may be implicated in cognitive impairment of children from low- and middle-income counties is discussed. Findings suggest that greater investment in multi-site, longitudinal enteric infection studies that assess long-term repercussions are warranted. Furthermore, economic analyses using the concept of human capital should play a key role in advancing our understanding of the breadth and complexities of the health, social and economic ramifications of early childhood diarrhoeal diseases and enteric infections. This broadened awareness can serve to help advocate for more effective interventions, particularly in developing economies.
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Shu H, Shi Y, Chen G, Wang Z, Liu D, Yue C, Ward BD, Li W, Xu Z, Chen G, Guo Q, Xu J, Li SJ, Zhang Z. Opposite Neural Trajectories of Apolipoprotein E ϵ4 and ϵ2 Alleles with Aging Associated with Different Risks of Alzheimer's Disease. Cereb Cortex 2014; 26:1421-1429. [PMID: 25336599 DOI: 10.1093/cercor/bhu237] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The apolipoprotein E (APOE) ϵ4 allele is a confirmed genetic risk factor and the APOE ϵ2 allele is a protective factor related to late-onset Alzheimer's disease (AD). Intriguingly, recent studies demonstrated similar brain function alterations between APOE ϵ2 and ϵ4 alleles, despite their opposite susceptibilities to AD. To address this apparent discrepancy, we recruited 129 cognitively normal elderly subjects, including 36 ϵ2 carriers, 44 ϵ3 homozygotes, and 49 ϵ4 carriers. All subjects underwent resting-state functional MRI scans. We hypothesized that aging could influence the APOE ϵ2 and ϵ4 allele effects that contribute to their appropriate AD risks differently. Using the stepwise regression analysis, we demonstrated that although both ϵ2 and ϵ4 carriers showed decreased functional connectivity (FC) compared with ϵ3 homozygotes, they have opposite aging trajectories in the default mode network-primarily in the bilateral anterior cingulate cortex. As age increased, ϵ2 carriers showed elevated FC, whereas ϵ4 carriers exhibited decreased FC. Behaviorally, the altered DMN FC positively correlated with information processing speed in both ϵ2 and ϵ4 carriers. It is suggested that the opposite aging trajectories between APOE ϵ2 and ϵ4 alleles in the DMN may reflect the antagonistic pleiotropic properties and associate with their different AD risks.
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Affiliation(s)
- Hao Shu
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China.,Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Yongmei Shi
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China
| | - Gang Chen
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Zan Wang
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China
| | - Duan Liu
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China
| | - Chunxian Yue
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China
| | - B Douglas Ward
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Wenjun Li
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Zhan Xu
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Guangyu Chen
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Qihao Guo
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Jun Xu
- Brain Center, Northern Jiangsu People's Hospital, Yangzhou, Jiangsu, China
| | - Shi-Jiang Li
- Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Zhijun Zhang
- Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute and Medical School of Southeast University, Nanjing, Jiangsu, China
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50
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Woods JS, Heyer NJ, Russo JE, Martin MD, Farin FM. Genetic polymorphisms affecting susceptibility to mercury neurotoxicity in children: summary findings from the Casa Pia Children's Amalgam clinical trial. Neurotoxicology 2014; 44:288-302. [PMID: 25109824 DOI: 10.1016/j.neuro.2014.07.010] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Revised: 07/29/2014] [Accepted: 07/30/2014] [Indexed: 12/15/2022]
Abstract
Mercury (Hg) is neurotoxic, and children may be particularly susceptible to this effect. A current major challenge is identification of children who may be uniquely susceptible to Hg toxicity because of genetic predisposition. We examined the possibility that common genetic variants that are known to affect neurologic functions or Hg handling in adults would modify the adverse neurobehavioral effects of Hg exposure in children. Three hundred thirty subjects who participated as children in the recently completed Casa Pia Clinical Trial of Dental Amalgams in Children were genotyped for 27 variants of 13 genes that are reported to affect neurologic functions and/or Hg disposition in adults. Urinary Hg concentrations, reflecting Hg exposure from any source, served as the Hg exposure index. Regression modeling strategies were employed to evaluate potential associations between allelic status for individual genes or combinations of genes, Hg exposure, and neurobehavioral test outcomes assessed at baseline and for 7 subsequent years during the clinical trial. Among boys, significant modification of Hg effects on neurobehavioral outcomes over a broad range of neurologic domains was observed with variant genotypes for 4 of 13 genes evaluated. Modification of Hg effects on a more limited number of neurobehavioral outcomes was also observed for variants of another 8 genes. Cluster analyses suggested some genes interacting in common processes to affect Hg neurotoxicity. In contrast, significant modification of Hg effects on neurobehavioral functions among girls with the same genotypes was substantially more limited. These observations suggest increased susceptibility to the adverse neurobehavioral effects of Hg among children, particularly boys, with genetic variants that are relatively common to the general human population. These findings advance public health goals to identify factors underlying susceptibility to Hg toxicity and may contribute to strategies for preventing adverse health risks associated with Hg exposure.
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Affiliation(s)
- James S Woods
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA.
| | - Nicholas J Heyer
- Battelle Centers for Public Health Research and Evaluation, Seattle, WA, USA
| | - Joan E Russo
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Michael D Martin
- Departments of Oral Medicine and Epidemiology, University of Washington, Seattle, WA, USA
| | - Federico M Farin
- Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
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