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Mares J, Costa AP, Dartora WJ, Wartchow KM, Lazarian A, Bennett DA, Nuriel T, Menon V, McIntire LBJ. Brain and serum lipidomic profiles implicate Lands cycle acyl chain remodeling association with APOEε4 and mild cognitive impairment. Front Aging Neurosci 2024; 16:1419253. [PMID: 38938596 PMCID: PMC11210445 DOI: 10.3389/fnagi.2024.1419253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 05/20/2024] [Indexed: 06/29/2024] Open
Abstract
Introduction At least one-third of the identified risk alleles from Genome-Wide Association Studies (GWAS) of Alzheimer's disease (AD) are involved in lipid metabolism, lipid transport, or direct lipid binding. In fact, a common genetic variant (ε4) in a cholesterol and phospholipid transporter, Apolipoprotein E (APOEε4), is the primary genetic risk factor for late-onset AD. In addition to genetic variants, lipidomic studies have reported severe metabolic dysregulation in human autopsy brain tissue, cerebrospinal fluid, blood, and multiple mouse models of AD. Methods We aimed to identify an overarching metabolic pathway in lipid metabolism by integrating analyses of lipidomics and transcriptomics from the Religious Order Study and Rush Memory Aging Project (ROSMAP) using differential analysis and network correlation analysis. Results Coordinated differences in lipids were found to be dysregulated in association with both mild cognitive impairment (MCI) and APOEε4 carriers. Interestingly, these correlations were weakened when adjusting for education. Indeed, the cognitively non-impaired APOEε4 carriers have higher education levels in the ROSMAP cohort, suggesting that this lipid signature may be associated with a resilience phenotype. Network correlation analysis identified multiple differential lipids within a single module that are substrates and products in the Lands Cycle for acyl chain remodeling. In addition, our analyses identified multiple genes in the Lands Cycle acyl chain remodeling pathway, which were associated with cognitive decline independent of amyloid-β (Aβ) load and tau tangle pathologies. Discussion Our studies highlight the critical differences in acyl chain remodeling in brain tissue from APOEε4 carriers and individual non-carriers with MCI. A coordinated lipid profile shift in dorsolateral prefrontal cortex from both APOEε4 carriers and MCI suggests differences in lipid metabolism occur early in disease stage and highlights lipid homeostasis as a tractable target for early disease modifying intervention.
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Affiliation(s)
- Jason Mares
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, United States
| | - Ana Paula Costa
- Lipidomics and Biomarker Discovery Lab, Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, New York, NY, United States
| | - William J. Dartora
- Lipidomics and Biomarker Discovery Lab, Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, New York, NY, United States
| | - Krista M. Wartchow
- Lipidomics and Biomarker Discovery Lab, Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, New York, NY, United States
| | - Artur Lazarian
- Lipidomics and Biomarker Discovery Lab, Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, New York, NY, United States
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, United States
| | - Tal Nuriel
- Department of Pathology and Cell Biology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, United States
| | - Vilas Menon
- Center for Translational & Computational Neuroimmunology, Department of Neurology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, United States
| | - Laura Beth J. McIntire
- Lipidomics and Biomarker Discovery Lab, Department of Radiology, Brain Health Imaging Institute, Weill Cornell Medicine, New York, NY, United States
- Department of Pathology and Cell Biology, Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Irving Medical Center, New York, NY, United States
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Régy M, Dugravot A, Sabia S, Helmer C, Tzourio C, Hanseeuw B, Singh-Manoux A, Dumurgier J. The role of dementia in the association between APOE4 and all-cause mortality: pooled analyses of two population-based cohort studies. THE LANCET. HEALTHY LONGEVITY 2024; 5:e422-e430. [PMID: 38824957 DOI: 10.1016/s2666-7568(24)00066-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 04/09/2024] [Accepted: 04/15/2024] [Indexed: 06/04/2024] Open
Abstract
BACKGROUND The ε4 allele of the apolipoprotein E gene (APOE4) plays a role in neurodegeneration and in cardiovascular disease, but findings on its association with mortality are inconsistent. We aimed to examine the association between APOE4 and mortality, and the role of dementia in this association. METHODS In this pooled analysis, data on White participants aged 45-90 years who underwent APOE genotyping were drawn from two population-based cohorts: the Whitehall II study (UK), which began in 1985 and is ongoing, and the Three-City study (France), initiated in 1999 and ended in 2012. In the Three-City study, vital status was ascertained through linkage to the national registry of death Institut National de la Statistique des Études économiques, and dementia was ascertained via a neuropsychological evaluation and validation of diagnoses by an independent committee of neurologists and geriatricians. In the Whitehall II study, vital status was ascertained through linkage to the UK national mortality register, and dementia cases were ascertained by linkage to three national registers. Participants with prevalent dementia at baseline and participants missing an APOE genotype were excluded from analyses. Cox regression proportional hazard models were used to examine the association of APOE4 with all-cause, cardiovascular, and cancer mortality. The role of dementia in the association between APOE4 status and mortality was examined by excluding participants who developed dementia during follow-up from the analyses. An illness-death model was then used to examine the role of incident dementia in these associations. FINDINGS 14 091 participants (8492 from the Three-City study and 5599 from the Whitehall II study; 6668 [47%] of participants were women and 7423 [53%] were men), with a median follow-up of 15·4 years (IQR 10·6-21·2), were included in the analyses. Of these participants, APOE4 carriers (3264 [23%] of the cohort carried at least one ε4 allele) had a higher risk of all-cause mortality compared with non-carriers, with hazard ratios (HR) of 1·16 (95% CI 1·07-1·26) for heterozygotes and 1·59 (1·24-2·06) for homozygotes. Compared with APOE3 homozygotes, higher cardiovascular mortality was observed in APOE4 carriers, with a HR of 1·23 (1·01-1·50) for heterozygotes, and no association was found between APOE4 and cancer mortality. Excluding cases of incident dementia over the follow-up resulted in attenuated associations with mortality in homozygotes but not in heterozygotes. The illness-death model indicated that the higher mortality risk in APOE4 carriers was not solely attributable to dementia. INTERPRETATION We found a robust association between APOE4 and all-cause and cardiovascular mortality but not cancer mortality. Dementia explained a significant proportion of the association with all-cause mortality for APOE4 homozygotes, while non-dementia factors, such as cardiovascular disease mortality, are likely to play a role in shaping mortality outcomes in APOE4 heterozygotes. FUNDING National Institutes of Health. TRANSLATION For the French translation of the abstract see Supplementary Materials section.
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Affiliation(s)
- Mélina Régy
- Université de Paris, Inserm U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
| | - Aline Dugravot
- Université de Paris, Inserm U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
| | - Séverine Sabia
- Université de Paris, Inserm U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France; Faculty of Brain Sciences, University College London, London, UK.
| | - Catherine Helmer
- University of Bordeaux Inserm, Bordeaux Population Health, U1219 Bordeaux, France
| | - Christophe Tzourio
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, U1219, CHU Bordeaux, France
| | - Bernard Hanseeuw
- Université Catholique de Louvain, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Archana Singh-Manoux
- Université de Paris, Inserm U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France; Faculty of Brain Sciences, University College London, London, UK
| | - Julien Dumurgier
- Université de Paris, Inserm U1153, Epidemiology of Ageing and Neurodegenerative Diseases, Paris, France
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Toribio-Fernández R, Tristão-Pereira C, Carlos Silla-Castro J, Callejas S, Oliva B, Fernandez-Nueda I, Garcia-Lunar I, Perez-Herreras C, María Ordovás J, Martin P, Blanco-Kelly F, Ayuso C, Lara-Pezzi E, Fernandez-Ortiz A, Garcia-Alvarez A, Dopazo A, Sanchez-Cabo F, Ibanez B, Cortes-Canteli M, Fuster V. Apolipoprotein E-ε2 and Resistance to Atherosclerosis in Midlife: The PESA Observational Study. Circ Res 2024; 134:411-424. [PMID: 38258600 DOI: 10.1161/circresaha.123.323921] [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: 10/30/2023] [Accepted: 01/10/2024] [Indexed: 01/24/2024]
Abstract
BACKGROUND APOE is a known genetic contributor to cardiovascular disease, but the differential role APOE alleles play in subclinical atherosclerosis remains unclear. METHODS The PESA (Progression of Early Subclinical Atherosclerosis) is an observational cohort study that recruited 4184 middle-aged asymptomatic individuals to be screened for cardiovascular risk and multiterritorial subclinical atherosclerosis. Participants were APOE-genotyped, and omics data were additionally evaluated. RESULTS In the PESA study, the frequencies for APOE -ε2, -ε3, and -ε4 alleles were 0.060, 0.844, and 0.096, respectively. This study included a subcohort of 3887 participants (45.8±4.3 years of age; 62% males). As expected, APOE-ε4 carriers were at the highest risk for cardiovascular disease and had significantly greater odds of having subclinical atherosclerosis compared with ε3/ε3 carriers, which was mainly explained by their higher levels of low-density lipoprotein (LDL)-cholesterol. In turn, APOE-ε2 carriers were at the lowest risk for cardiovascular disease and had significantly lower odds of having subclinical atherosclerosis in several vascular territories (carotids: 0.62 [95% CI, 0.47-0.81]; P=0.00043; femorals: 0.60 [0.47-0.78]; P=9.96×10-5; coronaries: 0.53 [0.39-0.74]; P=0.00013; and increased PESA score: 0.58 [0.48-0.71]; P=3.16×10-8). This APOE-ε2 atheroprotective effect was mostly independent of the associated lower LDL-cholesterol levels and other cardiovascular risk factors. The protection conferred by the ε2 allele was greater with age (50-54 years: 0.49 [95% CI, 0.32-0.73]; P=0.00045), and normal (<150 mg/dL) levels of triglycerides (0.54 [0.44-0.66]; P=4.70×10-9 versus 0.90 [0.57-1.43]; P=0.67 if ≥150 mg/dL). Omics analysis revealed an enrichment of several canonical pathways associated with anti-inflammatory mechanisms together with the modulation of erythrocyte homeostasis, coagulation, and complement activation in ε2 carriers that might play a relevant role in the ε2's atheroprotective effect. CONCLUSIONS This work sheds light on the role of APOE in cardiovascular disease development with important therapeutic and prevention implications on cardiovascular health, especially in early midlife. REGISTRATION URL: https://www.clinicaltrials.gov: NCT01410318.
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Affiliation(s)
- Raquel Toribio-Fernández
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD), Madrid, Spain (R.T.-F., F.B.-K., C.A., B.I., M.C.-C.)
| | - Catarina Tristão-Pereira
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Juan Carlos Silla-Castro
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Sergio Callejas
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Belen Oliva
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Irene Fernandez-Nueda
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Ines Garcia-Lunar
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Cardiology Department, University Hospital La Moraleja, Madrid, Spain (I.G.-L.)
- CIBER de enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Madrid, Spain (I.G.-L., P.M., A.F.-O., A.G.-A., B.I.)
| | | | - José María Ordovás
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Precision Nutrition and Obesity Research Program, IMDEA Food Institute, CEI UAM+CSI, Madrid, Spain (J.M.O.)
- U.S. Department of Agriculture Human Nutrition Research Center of Aging, Tufts University, MA (J.M.O.)
| | - Pilar Martin
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- CIBER de enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Madrid, Spain (I.G.-L., P.M., A.F.-O., A.G.-A., B.I.)
| | - Fiona Blanco-Kelly
- Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD), Madrid, Spain (R.T.-F., F.B.-K., C.A., B.I., M.C.-C.)
- CIBER de Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain (F.B.-K., C.A.)
| | - Carmen Ayuso
- Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD), Madrid, Spain (R.T.-F., F.B.-K., C.A., B.I., M.C.-C.)
- CIBER de Enfermedades Raras (CIBERER), ISCIII, Madrid, Spain (F.B.-K., C.A.)
| | - Enrique Lara-Pezzi
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Antonio Fernandez-Ortiz
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- CIBER de enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Madrid, Spain (I.G.-L., P.M., A.F.-O., A.G.-A., B.I.)
- Hospital Clínico San Carlos, IdISSC, Universidad Complutense, Madrid, Spain (A.F.-O.)
| | - Ana Garcia-Alvarez
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- CIBER de enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Madrid, Spain (I.G.-L., P.M., A.F.-O., A.G.-A., B.I.)
- Hospital Clínic de Barcelona, IDIBAPS, Universitat de Barcelona, Spain (A.G.-A.)
| | - Ana Dopazo
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Fatima Sanchez-Cabo
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
| | - Borja Ibanez
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD), Madrid, Spain (R.T.-F., F.B.-K., C.A., B.I., M.C.-C.)
- CIBER de enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III (ISCIII), Madrid, Spain (I.G.-L., P.M., A.F.-O., A.G.-A., B.I.)
| | - Marta Cortes-Canteli
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Instituto de Investigación Sanitaria Fundación Jiménez Díaz (IIS-FJD), Madrid, Spain (R.T.-F., F.B.-K., C.A., B.I., M.C.-C.)
| | - Valentin Fuster
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (R.T.-F., C.T.-P., J.C.S.-C., S.C., B.O., I.F.-N., I.G.-L., J.M.O., P.M., E.L.-P., A.F.-O., A.G.-A., A.D., F.S.-C., B.I., M.C.-C., V.F.)
- Icahn School of Medicine at Mount Sinai, New York (V.F.)
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Lachner C, Day GS, Camsari GB, Kouri N, Ertekin-Taner N, Boeve BF, Labuzan SA, Lucas JA, Thompson EA, Siddiqui H, Crook JE, Cabrera-Rodriguez JN, Josephs KA, Petersen RC, Dickson DW, Reichard RR, Mielke MM, Knopman DS, Graff-Radford NR, Murray ME. Cancer and Vascular Comorbidity Effects on Dementia Risk and Neuropathology in the Oldest-Old. J Alzheimers Dis 2022; 90:405-417. [PMID: 36213996 PMCID: PMC9661335 DOI: 10.3233/jad-220440] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
BACKGROUND Dementia, vascular disease, and cancer increase with age, enabling complex comorbid interactions. Understanding vascular and cancer contributions to dementia risk and neuropathology in oldest-old may improve risk modification and outcomes. OBJECTIVE Investigate the contributions of vascular factors and cancer to dementia and neuropathology. METHODS Longitudinal clinicopathologic study of prospectively followed Mayo Clinic participants dying≥95 years-old who underwent autopsy. Participants were stratified by dementia status and compared according to demographics, vascular risk factors, cancer, and neuropathology. RESULTS Participants (n = 161; 83% female; 99% non-Hispanic whites)≥95 years (95-106 years-old) with/without dementia did not differ based on demographics. APOE ɛ2 frequency was higher in no dementia (20/72 [28%]) versus dementia (11/88 [12%]; p = 0.03), but APOE ɛ4 frequency did not differ. Coronary artery disease was more frequent in no dementia (31/72 [43%]) versus dementia (23/89 [26%]; p = 0.03) associated with 56% lower dementia odds (odds ratio [OR] = 0.44 [confidence interval (CI) = 0.19-0.98]; p = 0.04) and fewer neuritic/diffuse plaques. Diabetes had an 8-fold increase in dementia odds (OR = 8.42 [CI = 1.39-163]; p = 0.02). Diabetes associated with higher cerebrovascular disease (Dickson score; p = 0.05). Cancer associated with 63% lower dementia odds (OR = 0.37 [CI = 0.17-0.78]; p < 0.01) and lower Braak stage (p = 0.01). CONCLUSION Cancer exposure in the oldest-old was associated with lower odds of dementia and tangle pathology, whereas history of coronary artery disease was associated with lower odds of dementia and amyloid-β plaque pathology. History of diabetes mellitus was associated with increased odds of dementia and cerebrovascular disease pathology. Cancer-related mechanisms and vascular risk factor reduction strategies may alter dementia risk and neuropathology in oldest-old.
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Affiliation(s)
- Christian Lachner
- Departments of Neurology, Mayo Clinic, Jacksonville, FL, USA,
Departments of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | - Gregory S. Day
- Departments of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | | | - Naomi Kouri
- Departments of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | - Nilüfer Ertekin-Taner
- Departments of Neurology, Mayo Clinic, Jacksonville, FL, USA,
Departments of Neuroscience, Mayo Clinic, Jacksonville, FL, USA
| | | | | | - John A. Lucas
- Departments of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | | | - Habeeba Siddiqui
- Departments of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | - Julia E. Crook
- Departments of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA
| | | | | | | | | | - R. Ross Reichard
- Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Michelle M. Mielke
- Departments of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | | | - Melissa E. Murray
- Departments of Neuroscience, Mayo Clinic, Jacksonville, FL, USA,Correspondence to: Melissa E. Murray, PhD, Associate Professor, Translational Neuropathology Laboratory, Mayo Clinic Florida, 4500 San Pablo Road, Jacksonville, FL 32224, USA. Tel.: +1 904 953 1083; Fax: +1 904 953 7117; E-mail:
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