101
|
Morris JC, Schindler SE, McCue LM, Moulder KL, Benzinger TLS, Cruchaga C, Fagan AM, Grant E, Gordon BA, Holtzman DM, Xiong C. Assessment of Racial Disparities in Biomarkers for Alzheimer Disease. JAMA Neurol 2020; 76:264-273. [PMID: 30615028 DOI: 10.1001/jamaneurol.2018.4249] [Citation(s) in RCA: 252] [Impact Index Per Article: 50.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Importance Racial differences in molecular biomarkers for Alzheimer disease may suggest race-dependent biological mechanisms. Objective To ascertain whether there are racial disparities in molecular biomarkers for Alzheimer disease. Design, Setting, and Participants A total of 1255 participants (173 African Americans) were enrolled from January 1, 2004, through December 31, 2015, in longitudinal studies at the Knight Alzheimer Disease Research Center at Washington University and completed a magnetic resonance imaging study of the brain and/or positron emission tomography of the brain with Pittsburgh compound B (radioligand for aggregated amyloid-β) and/or cerebrospinal fluid (CSF) assays for the concentrations of amyloid-β42, total tau, and phosphorylated tau181. Independent cross-sectional analyses were conducted from April 22, 2016, to August 27, 2018, for each biomarker modality with an analysis of variance or analysis of covariance including age, sex, educational level, race, apolipoprotein E (APOE) ε4 allele status, and clinical status (normal cognition or dementia). All biomarker assessments were conducted without knowledge of the clinical status of the participants. Main Outcomes and Measures The primary outcomes were hippocampal volumes adjusted for differences in intracranial volumes, global cerebral amyloid burden as transformed into standardized uptake value ratios (partial volume corrected), and CSF concentrations of amyloid-β42, total tau, and phosphorylated tau181. Results Of the 1255 participants (707 women and 548 men; mean [SD] age, 70.8 [9.9] years), 116 of 173 African American participants (67.1%) and 724 of 1082 non-Hispanic white participants (66.9%) had normal cognition. There were no racial differences in the frequency of cerebral ischemic lesions noted on results of brain magnetic resonance imaging, mean cortical standardized uptake value ratios for Pittsburgh compound B, or for amyloid-β42 concentrations in CSF. However, in individuals with a reported family history of dementia, mean (SE) total hippocampal volumes were lower for African American participants than for white participants (6418.26 [138.97] vs 6990.50 [44.10] mm3). Mean (SE) CSF concentrations of total tau were lower in African American participants than in white participants (293.65 [34.61] vs 443.28 [18.20] pg/mL; P < .001), as were mean (SE) concentrations of phosphorylated tau181 (53.18 [4.91] vs 70.73 [2.46] pg/mL; P < .001). There was a significant race by APOE ε4 interaction for both CSF total tau and phosphorylated tau181 such that only APOE ε4-positive participants showed the racial differences. Conclusions and Relevance The results of this study suggest that analyses of molecular biomarkers of Alzheimer disease should adjust for race. The lower CSF concentrations of total tau and phosphorylated tau181 in African American individuals appear to reflect a significant race by APOE ε4 interaction, suggesting a differential effect of this Alzheimer risk variant in African American individuals compared with white individuals.
Collapse
Affiliation(s)
- John C Morris
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - Suzanne E Schindler
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - Lena M McCue
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Division of Biostatistics, Washington University School of Medicine, St Louis, Missouri
| | - Krista L Moulder
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - Tammie L S Benzinger
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Department of Radiology, Washington University School of Medicine, St Louis, Missouri
| | - Carlos Cruchaga
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Department of Psychiatry, Washington University School of Medicine, St Louis, Missouri
| | - Anne M Fagan
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - Elizabeth Grant
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Division of Biostatistics, Washington University School of Medicine, St Louis, Missouri
| | - Brian A Gordon
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Department of Radiology, Washington University School of Medicine, St Louis, Missouri
| | - David M Holtzman
- Department of Neurology, Washington University School of Medicine, St Louis, Missouri.,Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri
| | - Chengjie Xiong
- Knight Alzheimer Disease Research Center, Washington University School of Medicine, St Louis, Missouri.,Division of Biostatistics, Washington University School of Medicine, St Louis, Missouri
| |
Collapse
|
102
|
Palta P, Heiss G, Sharrett AR, Gabriel KP, Walker K, Evenson KR, Knopman D, Mosley TH, Wong DF, Gottesman RF. Mid- and Late-Life Leisure-Time Physical Activity and Global Brain Amyloid Burden: The Atherosclerosis Risk in Communities (ARIC)-PET Study. J Alzheimers Dis 2020; 76:139-147. [PMID: 32444546 PMCID: PMC8011955 DOI: 10.3233/jad-200152] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Physical activity (PA) may slow the development of dementia by reducing the accumulation of amyloid. OBJECTIVE We tested the hypothesis that higher levels of leisure-time PA in mid- or late-life were associated with lower brain amyloid burden in late-life among 326 non-demented participants from the Atherosclerosis Risk in Communities Study of brain florbetapir positron emission tomography (ARIC-PET) ancillary. METHODS Self-reported PA was quantified using a past-year recall, interviewer-administered questionnaire in mid-life (1987-1989, aged 45-64 years) and late-life (2011-2013, aged 67-89 years). Continuous PA estimates were classified as 1) any leisure-time PA participation (yes/no); 2) meeting the 2018 United States' PA guidelines (yes/no); and 3) per 1 standard deviation (SD) higher metabolic equivalent of task (MET) minutes per week (MET·min·wk-1). A brain magnetic resonance imaging scan with Florbetapir PET was performed in late-life. Adjusted odds ratios (OR) of elevated amyloid burden, defined as a global cortical standardized uptake value ratio (>1.2), compared to no elevated amyloid burden were estimated according to PA measures. RESULTS Among the 326 participants (mean age: 76 years, 42% male, 41% Black), 52% had elevated brain amyloid burden. Mid-life leisure-time PA did not show a statistically significant lower odds of elevated late-life amyloid burden (OR = 0.71, 95% CI: 0.43-1.18). A 1 SD (970 MET. min. wk-1) higher PA level in mid-life was also not significantly associated withelevated amyloid burden (OR = 0.89, 95% CI: 0.69-1.15). Similar estimates were observed for meeting versus not meeting PA guidelines in both mid- and late-life. CONCLUSION Self-reported higher mid- and late-life leisure-time PA were not significantly associated with lower amyloid burden. Data show a trend of an association, which is, however, imprecise, suggesting replication in larger studies.
Collapse
Affiliation(s)
- Priya Palta
- Division of General Medicine, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Gerardo Heiss
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - A. Richey Sharrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kelley Pettee Gabriel
- Department of Epidemiology, School of Public Health, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Keenan Walker
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kelly R. Evenson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - David Knopman
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Thomas H. Mosley
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
| | - Dean F. Wong
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Environmental Health and Engineering, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
- Washington University in St. Louis, School of Medicine, Mallinckrodt Institute of Radiology, St. Louis, MO, USA
| | - Rebecca F. Gottesman
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
103
|
Dubal DB. Sex difference in Alzheimer's disease: An updated, balanced and emerging perspective on differing vulnerabilities. HANDBOOK OF CLINICAL NEUROLOGY 2020; 175:261-273. [PMID: 33008530 DOI: 10.1016/b978-0-444-64123-6.00018-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Sex biology influences Alzheimer's disease (AD). Sex differences exist in the epidemiologic, imaging, biomarker, and pathology studies of this uniquely human condition. The mandate to understand sex differences in major diseases like AD is important for many reasons. First, AD is the most common neurodegenerative condition and a devastating disease-experienced as an insidious and progressive erosion of memory, cognition, and other brain functions. Second, since true sex differences in AD exist, their precise understanding could reveal what protects one sex or makes the other vulnerable-and this knowledge could inform development of new therapeutic approaches to benefit both sexes. Third, AD develops in the aging brain in a milieu of decreased circulating gonadal hormones. Thus, how sex-specific depletion affects the brain along with how replacement of androgens in men and estrogens and progestins in women alters vulnerability to AD are relevant questions, with clinical implications in a future of personalized medicine. This review will highlight advances in sex differences in AD in human populations with a focused perspective on epidemiology, biomarkers, and clinical trials. A thorough and concise overview of sex differences reviewed here indicates varying vulnerabilities in men and women. This review examines several lines of recent and strong evidence that collectively indicate the following: (1) men die faster with AD, (2) more women live with AD, (3) both sexes show similar risk of developing AD until advanced ages when women show increased risk, (4) both sexes show largely similar AD biomarker burden with notable exceptions for higher tau levels in subgroups of women with high amyloid, (5) women show brain reserve and resilience to tau pathology, (6) both sexes are vulnerable to the genetic risk of carrying APOE4, with women showing higher risk, and (7) neither sex has shown clear benefit of hormone replacement for AD or dementia risk in randomized clinical trials to date.
Collapse
Affiliation(s)
- Dena B Dubal
- Department of Neurology, Endowed Chair in Aging and Neurodegenerative Disease, University of California San Francisco, San Francisco, CA, United States.
| |
Collapse
|
104
|
Amariglio RE, Buckley RF, Rabin JS, Papp KV, Quiroz YT, Mormino EC, Sparks KP, Johnson KA, Rentz DM, Sperling RA. Examining Cognitive Decline Across Black and White Participants in the Harvard Aging Brain Study. J Alzheimers Dis 2020; 75:1437-1446. [PMID: 32417775 PMCID: PMC7397774 DOI: 10.3233/jad-191291] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND Black Americans are approximately twice as likely to develop dementia as compared to White Americans and the magnitude of this disparity is often attributed to a variety of factors that include psychosocial and vascular risk factors. However, less is known about the potential contribution of Alzheimer's disease pathological differences. OBJECTIVE To examine potential differences incross-sectional and longitudinal cognitive performance in black and white participants who were clinically normal at baseline. METHODS 296 participants (48 African-American/black participants) underwent MRI and amyloid PET at baseline. Linear mixed models were used to examine the main effects of race, years of education, reading ability, Framingham Heart Study cardiovascular risk score (FHS-CVD), white matter hyperintensities (WMH), and amyloid (Aβ) burden on the Preclinical Alzheimer Cognitive Composite-5 (PACC5). RESULTS Lower levels of educationalattainment and reading ability were found for blacks compared to whites. By contrast, no differences in FHS-CVD, WMH, or Aβ were found by racial group. Baseline differences in PACC5 score were attenuated after adjusting for educationalfactors, vascular factors, and Aβ, but remained lower for blacks compared to whites (β= -0.24, p = 0.014). Further, blacks demonstrated a faster rate of PACC5 decline longitudinally compared to whites (β = -0.055, p = 0.025) after adjusting for covariates. CONCLUSION Accounting for educationalfactors, vascular factors, and Aβ burden diminished, but did not eliminate, racial differences in PACC5 performance longitudinally. Understanding potential differences in longitudinal cognitive outcomes by race may be important for upcoming secondary prevention trials.
Collapse
Affiliation(s)
- Rebecca E. Amariglio
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Rachel F. Buckley
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Florey Institute, University of Melbourne, Parkville, Victoria, Australia
- Melbourne School of Psychological Sciences, University of Melbourne, Parkville, Victoria, Australia
| | - Jennifer S. Rabin
- Department of Psychiatry, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Kathryn V. Papp
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Yakeel T. Quiroz
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Department of Psychiatry, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Elizabeth C. Mormino
- Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Kathryn P. Sparks
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Keith A. Johnson
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Dorene M. Rentz
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| | - Reisa A. Sperling
- Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115
- Department of Neurology, Massachusetts General Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114
| |
Collapse
|
105
|
Rovner BW, Casten RJ, Hegel MT, Leiby B. Preventing Cognitive Decline in Black Individuals With Mild Cognitive Impairment: A Randomized Clinical Trial. JAMA Neurol 2019; 75:1487-1493. [PMID: 30208380 DOI: 10.1001/jamaneurol.2018.2513] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Importance Mild cognitive impairment (MCI) is a transition state between normal cognitive aging and dementia that increases the risk for progressive cognitive decline. Preventing cognitive decline is a public health priority. Objective To determine whether behavioral activation prevents cognitive and functional decline over 2 years in black individuals with MCI. Design, Setting, and Participants Single-center, single-masked, attention-controlled randomized clinical trial. Participants were enrolled from June 21, 2011, to October 3, 2014, and follow-up ended December 13, 2016. Community-based recruitment and treatment of black individuals older than 65 years with amnestic MCI. Volunteer sample of 1390 persons with memory complaints were screened. Overall, 536 individuals had baseline assessment, and 315 (58.8%) were ineligible, most often owing to normal cognition (205 of 315 [65%]) or dementia (59 of 315 [18.7%]); 221 fully eligible participants were randomized. Analyses were intention to treat. Interventions Participants were randomized to behavioral activation, which aimed to increase cognitive, physical, and social activity (111 [50.2%]), or supportive therapy, an attention control treatment (110 [49.8%]). Main Outcomes and Measures The prespecified primary outcome was a decline of 6 or more recalled words on the total recall score of the Hopkins Verbal Learning Test-Revised assessed at 6, 12, 18, and 24 months. The secondary outcome was functional decline. Results Of 221 randomized participants (mean [SD] age, 75.8 [7.0] years, 175 women [79%]), 77 behavioral activation participants (69.4%) and 87 supportive therapy participants (79.1%) had 2-year outcome assessments. After baseline, behavioral activation participants engaged in significantly more cognitive activities than supportive therapy participants. The 2-year incidence of memory decline was 1.2% (95% CI, 0.2-6.4) for behavioral activation vs 9.3% (95% CI, 5.30-16.4) for supportive therapy (relative risk, 0.12; 95% CI, 0.02-0.74; P = .02). Behavioral activation was associated with stable everyday function, whereas supportive therapy was associated with decline (difference in slopes, 2.71; 95% CI, 0.12-5.30; P = .04). Rates of serious adverse events for behavioral activation and supportive therapy, respectively, were: falls (14 [13%] vs 28 [25%]), emergency department visits (24 [22%] vs 24 [22%]), hospitalizations (36 [32%] vs 31 [28%]), and deaths (7 [5%] vs 3 [4%]). Conclusions and Relevance Behavioral activation prevented cognitive and functional decline, but this finding requires further investigation. Black individuals have almost twice the rate of dementia as white individuals; behavioral activation may reduce this health disparity. Trial Registration ClinicalTrials.gov Identifier: NCT01299766.
Collapse
Affiliation(s)
- Barry W Rovner
- Department of Neurology, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania.,Department Psychiatry, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania.,Department Ophthalmology, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Robin J Casten
- Department of Psychiatry and Human Behavior, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Mark T Hegel
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Benjamin Leiby
- Division of Biostatistics, Department of Pharmacology and Experimental Therapeutics, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, Pennsylvania
| |
Collapse
|
106
|
Johnson EL, Krauss GL, Lee AK, Schneider ALC, Dearborn JL, Kucharska-Newton AM, Huang J, Alonso A, Gottesman RF. Association Between Midlife Risk Factors and Late-Onset Epilepsy: Results From the Atherosclerosis Risk in Communities Study. JAMA Neurol 2019; 75:1375-1382. [PMID: 30039175 DOI: 10.1001/jamaneurol.2018.1935] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Importance The incidence of epilepsy is higher in older age than at any other period of life. Stroke, dementia, and hypertension are associated with late-onset epilepsy; however, the role of other vascular and lifestyle factors remains unclear. Objective To identify midlife vascular and lifestyle risk factors for late-onset epilepsy. Design, Setting, and Participants The Atherosclerosis Risk in Communities (ARIC) study is a prospective cohort study of 15 792 participants followed up since 1987 to 1989 with in-person visits, telephone calls, and surveillance of hospitalizations (10 974 invited without completing enrollment). The ARIC is a multicenter study with participants selected from 4 US communities. This study included 10 420 black or white participants from ARIC with at least 2 years of Medicare fee-for-service coverage and without missing baseline data. Data were analyzed betweeen April 2017 and May 2018. Exposures Demographic, vascular, lifestyle, and other possible epilepsy risk factors measured at baseline (age 45-64 years) were evaluated in multivariable survival models including demographics, vascular risk factors, and lifestyle risk factors. Main Outcomes and Measures Time to development of late-onset epilepsy (2 or more International Classification of Diseases, Ninth Revision codes for epilepsy or seizures starting at 60 years or older in any claim [hospitalization or outpatient Medicare through 2013]), with first code for seizures after at least 2 years without code for seizures. Results Of the 10 420 total participants (5878 women [56.4%] and 2794 black participants [26.8%]; median age 55 years at first visit), 596 participants developed late-onset epilepsy (3.33 per 1000 person-years). The incidence was higher in black than in white participants (4.71; 95% CI, 4.12-5.40 vs 2.88; 95% CI, 2.60-3.18 per 1000 person-years). In multivariable analysis, baseline hypertension (hazard ratio [HR], 1.30; 95% CI, 1.09-1.55), diabetes (HR, 1.45; 95% CI, 1.17-1.80), smoking (HR, 1.09; 95% CI, 1.01-1.17), apolipoprotein E ε4 genotype (1 allele HR, 1.22; 95% CI, 1.02-1.45; 2 alleles HR, 1.95; 95% CI, 1.35-2.81), and incident stroke (HR, 3.38; 95% CI, 2.78-4.10) and dementia (HR, 2.56; 95% CI, 2.11-3.12) were associated with an increased risk of late-onset epilepsy, while higher levels of physical activity (HR, 0.90; 95% CI, 0.83-0.98) and moderate alcohol intake (HR, 0.72; 95% CI, 0.57-0.90) were associated with a lower risk. Results were similar after censoring individuals with stroke or dementia. Conclusions and Relevance Potentially modifiable risk factors in midlife and the APOE ε4 genotype were positively associated with risk of developing late-onset epilepsy. Although stroke and dementia were both associated with late-onset epilepsy, vascular and lifestyle risk factors were significant even in the absence of stroke or dementia.
Collapse
Affiliation(s)
- Emily L Johnson
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Gregory L Krauss
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alexandra K Lee
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland
| | - Andrea L C Schneider
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jennifer L Dearborn
- Department of Neurology, Yale University School of Medicine, New Haven, Connecticut
| | | | - Juebin Huang
- Department of Neurology, University of Mississippi Medical Center, Jackson
| | - Alvaro Alonso
- Department of Epidemiology, Emory University, Atlanta, Georgia
| | - Rebecca F Gottesman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, Maryland
| |
Collapse
|
107
|
Rovner BW, Casten RJ, Leiby B. Memory improvement in African Americans with amnestic mild cognitive impairment. Int J Geriatr Psychiatry 2019; 34:1447-1454. [PMID: 31087388 PMCID: PMC6742531 DOI: 10.1002/gps.5141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 05/04/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Amnestic mild cognitive impairment (aMCI) has an uncertain course. Valid methods to evaluate memory change will best identify predictors of course. This issue is especially relevant to older persons in minority groups, who may have encountered life course factors that adversely affect cognition. METHODS/DESIGN Growth curve mixture models were used to identify trajectories of memory test scores obtained every 6 months over 2 years in 221 African Americans with aMCI. RESULTS Participants sorted into two classes, with clinically and statistically significant differences in memory scores over time. Class 1 (n = 28 [14.7%]) had sustained improved scores. Class 2 (n = 162 [85.3%]) scores remained low, fluctuated, or declined. Class 1 had better baseline cognition and daily function than class 2. CONCLUSIONS The observed rate of improved memory is lower than reported reversion rates from aMCI to normal cognition. Evaluating trajectories of memory test scores rather than changes in categorical diagnoses of aMCI, which may depend on recalling (or not recalling) one or two words, may yield a more valid indicator of cognitive change. These approaches require further study in minority groups.
Collapse
Affiliation(s)
- Barry W. Rovner
- Jefferson Hospital for Neuroscience, 900 Walnut Street, Suite 200, Philadelphia, PA 19107
| | - Robin J. Casten
- Jefferson Hospital for Neuroscience, 900 Walnut Street, Suite 200, Philadelphia, PA 19107
| | | |
Collapse
|
108
|
Schneider AL, Selvin E, Liang M, Latour L, Turtzo LC, Koton S, Coresh J, Mosley T, Whitlow CT, Zhou Y, Wong DF, Ling G, Gottesman RF. Association of Head Injury with Brain Amyloid Deposition: The ARIC-PET Study. J Neurotrauma 2019; 36:2549-2557. [PMID: 30963804 PMCID: PMC6909743 DOI: 10.1089/neu.2018.6213] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Our objective was to examine associations of head injury with total and regional brain amyloid deposition. We performed cross-sectional analyses of 329 non-demented participants (81 with prior head injury) in the Atherosclerosis Risk in Communities-Positron Emission Tomography (ARIC-PET) Study who underwent 18-florbetapir PET imaging in 2012-2014. A history of head injury was defined by self-report or emergency department/hospitalization International Classification of Diseases, Ninth Revision codes. Generalized linear regression models adjusted for demographic, socioeconomic, and dementia/cardiovascular risk factors were used to estimate prevalence ratios (PRs; 95% confidence intervals [CIs]) for elevated (> 1.2) global and regional standard uptake value ratios (SUVRs). Mean age of participants was 76 years, 57% were women, and 43% were black. Head injury was associated with increased prevalence of elevated SUVR >1.2 globally (PR: 1.31; 95% CI: 1.19-1.57), as well as in the orbitofrontal cortex (PR: 1.23); (95% CI: 1.04-1.46), prefrontal cortex (PR: 1.18; 95% CI: 1.00-1.39), superior frontal cortex (PR: 1.24; 95% CI: 1.05-1.48), and posterior cingulate (PR: 1.26; 95% CI: 1.04-1.52). There also was evidence for a dose-response relationship, whereby a history of ≥1 head injury was associated with elevated SUVR >1.2 in the prefrontal cortex and superior frontal cortex compared with persons with a history of one head injury (all, p < 0.05). In conclusion, head injury was associated with increased amyloid deposition globally and in the frontal cortex and posterior cingulate, with suggestion of a dose-response association of head injuries with beta-amyloid deposition. Further work is needed to determine if increased amyloid deposition contributes to dementia in this population.
Collapse
Affiliation(s)
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Menglu Liang
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Lawrence Latour
- National Institute of Neurological Disorders and Stroke, Bethesda, Maryland
| | | | - Silvia Koton
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
- Department of Nursing, Tel Aviv University, Tel Aviv, Israel
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Thomas Mosley
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | - Christopher T. Whitlow
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Yun Zhou
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Dean F. Wong
- Department of Radiology, Johns Hopkins University, Baltimore, Maryland
| | - Geoffrey Ling
- Department of Neurology, Johns Hopkins University, Baltimore, Maryland
- Department of Neurology, Uniformed Services University, Bethesda, Maryland
| | - Rebecca F. Gottesman
- Department of Neurology, Johns Hopkins University, Baltimore, Maryland
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| |
Collapse
|
109
|
Abstract
Alzheimer disease (AD) is characterized by wide heterogeneity in cognitive and behavioural syndromes, risk factors and pathophysiological mechanisms. Addressing this phenotypic variation will be crucial for the development of precise and effective therapeutics in AD. Sex-related differences in neural anatomy and function are starting to emerge, and sex might constitute an important factor for AD patient stratification and personalized treatment. Although the effects of sex on AD epidemiology are currently the subject of intense investigation, the notion of sex-specific clinicopathological AD phenotypes is largely unexplored. In this Review, we critically discuss the evidence for sex-related differences in AD symptomatology, progression, biomarkers, risk factor profiles and treatment. The cumulative evidence reviewed indicates sex-specific patterns of disease manifestation as well as sex differences in the rates of cognitive decline and brain atrophy, suggesting that sex is a crucial variable in disease heterogeneity. We discuss critical challenges and knowledge gaps in our current understanding. Elucidating sex differences in disease phenotypes will be instrumental in the development of a 'precision medicine' approach in AD, encompassing individual, multimodal, biomarker-driven and sex-sensitive strategies for prevention, detection, drug development and treatment.
Collapse
|
110
|
Identifying an Optimal Cutoff of the Montreal Cognitive Assessment to Predict Amyloid-PET Positivity in a Referral Memory Clinic. Alzheimer Dis Assoc Disord 2019; 33:194-199. [PMID: 31305321 DOI: 10.1097/wad.0000000000000330] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND Brain amyloid- positron emission tomography (PET) imaging is highly sensitive for identifying Alzheimer disease. Currently, there is a lack of insight on the association between amyloid-PET status and the widely used Montreal cognitive assessment (MoCA). Studying this relationship may optimize the clinical use of amyloid-PET imaging. OBJECTIVES To evaluate the relationship between amyloid-PET status and MoCA scores and to identify a MoCA score cutoff that translates to amyloid-PET positivity. METHODS Using retrospective chart review, patients from 2010 to 2017 with amyloid-PET scans (positive or negative) and MoCA test scores were included. We studied the relationship between amyloid-PET status and MoCA scores and the influence of age, sex, education, and race. A MoCA score cutoff for amyloid-PET positivity was estimated. RESULTS Among the 684 clinic patients with dementia, 99 fulfilled inclusion criteria. Amyloid-PET positivity was associated significantly with lower MoCA scores (median=19, U=847, P=0.01). The MoCA score cutoff (25) used for minimal cognitive impairment (MCI) predicted amyloid-PET positivity suboptimally (sensitivity=94.6%, specificity=13.9%). A MoCA score cutoff of 20 patients had optimal sensitivity (64.2%) and specificity (67.4%). CONCLUSIONS Amyloid-PET positivity is associated with lower MoCA scores. Clinical utility of amyloid-PET scan is likely to be suboptimal at the MoCA score cutoff for minimal cognitive impairment.
Collapse
|
111
|
Liu M, Paranjpe MD, Zhou X, Duy PQ, Goyal MS, Benzinger TL, Lu J, Wang R, Zhou Y. Sex modulates the ApoE ε4 effect on brain tau deposition measured by 18F-AV-1451 PET in individuals with mild cognitive impairment. Theranostics 2019; 9:4959-4970. [PMID: 31410194 PMCID: PMC6691387 DOI: 10.7150/thno.35366] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Accepted: 05/20/2019] [Indexed: 01/25/2023] Open
Abstract
The strongest genetic risk factor for Alzheimer's disease (AD) is the Apolipoprotein E type 4 allele (ApoE ε4). The interaction between sex and ApoE ε4 carrier status on AD risk remains an area of intense investigation. We hypothesized that sex modulates the relationship between ApoE ε4 carrier status and brain tau deposition (a quantitative endophenotype in AD) in individuals with mild cognitive impairment (MCI). Methods: Preprocessed 18F-AV-1451 tau and 18F-AV-45 amyloid PET images, T1-weighted structural magnetic resonance imaging (MRI) scans, demographic information, and cerebrospinal fluid (CSF) total tau (t-tau) and phosphorylated tau (p-tau) measurements from 108 MCI subjects in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database were included. After downloading pre-processed images from ADNI, an iterative reblurred Van Cittertiteration partial volume correction (PVC) method was applied to all PET images. MRIs were used for PET spatial normalization. Regions of interest (ROIs) were defined in standard space, and standardized uptake value ratio (SUVR) images relative to cerebellum were computed. ApoE ε4 by sex interaction analyses on 18F-AV-1451 and CSF tau (t-tau, p-tau) were assessed using generalized linear models. The association between 18F-AV-1451 SUVR and CSF tau (t-tau, p-tau) was assessed. Results: After applying PVC and controlling for age, education level and global cortical 18F-AV-45 SUVR, we found that the entorhinal cortex, amygdala, parahippocampal gyrus, posterior cingulate, and occipital ROIs exhibited a significant ApoE ε4 by sex interaction effect (false discovery rate P < 0.1) among MCI individuals. We also found a significant ApoE ε4 by sex interaction effect on CSF t-tau and p-tau. 18F-AV-1451 SUVR in the 5 ROIs with ApoE ε4 by sex interaction was significantly correlated with CSF p-tau and t-tau. Conclusions: Our findings suggest that women are more susceptible to ApoE ε4-associated accumulation of neurofibrillary tangles in MCI compared to males. Both CSF tau (p-tau, t-tau) and brain tau PET are robust quantitative biomarkers for studying ApoE ε4 by sex effects on brain tau deposition in MCI participants.
Collapse
Affiliation(s)
- Min Liu
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Manish D Paranjpe
- Harvard-MIT Program in Health Sciences and Technology, Harvard Medical School, Boston, MA, United States of America
| | - Xin Zhou
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA, United States of America
| | - Phan Q. Duy
- Medical Scientist Training Program, Yale University School of Medicine, New Haven, CT, United States of America
| | - Manu S Goyal
- Mallinckrodt Institute of Radiology, Washington University in St. Louis School of Medicine, St. Louis, MO, United States of America
| | - Tammie L.S. Benzinger
- Mallinckrodt Institute of Radiology, Washington University in St. Louis School of Medicine, St. Louis, MO, United States of America
| | - Jie Lu
- Department of Radiology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Rongfu Wang
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Yun Zhou
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
- Mallinckrodt Institute of Radiology, Washington University in St. Louis School of Medicine, St. Louis, MO, United States of America
| |
Collapse
|
112
|
Kamara DM, Gangishetti U, Gearing M, Willis-Parker M, Zhao L, Hu WT, Walker LC. Cerebral Amyloid Angiopathy: Similarity in African-Americans and Caucasians with Alzheimer's Disease. J Alzheimers Dis 2019; 62:1815-1826. [PMID: 29614657 DOI: 10.3233/jad-170954] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Cerebral amyloid angiopathy (CAA) of the Aβ type is variably present in the brains of patients with Alzheimer's disease (AD). CAA contributes to cognitive decline and increases the risk of lobar hemorrhage; because both AD-typical dementia and lobar hemorrhage are more common in African-Americans than in Caucasians, we postulated that African-Americans with AD might be particularly susceptible to CAA. To test this hypothesis, we analyzed CAA histopathologically in the large vessels and capillaries of autopsy-derived frontal, temporal, parietal, and occipital cortical samples from African-Americans (n = 18) and Caucasians (n = 19) with end-stage AD. In the combined cohort of 37 subjects, 22% of the subjects had severe CAA in large vessels, and 11% had severe CAA in capillaries. However, the prevalence and histopathologic characteristics of CAA were similar in the African-Americans and Caucasians. This conclusion was substantiated in an independent sample from the National Alzheimer's Coordinating Center database, in which the degree of CAA was comparable in 1,554 Caucasians and 68 African-Americans with end-stage AD. These findings support a growing consensus that the fundamental histopathologic features of AD are largely impartial to the race of the afflicted.
Collapse
Affiliation(s)
| | - Umesh Gangishetti
- Department of Neurology and Alzheimer's Disease Research Center, Emory University, Atlanta, GA, USA
| | - Marla Gearing
- Department of Pathology and Alzheimer's Disease Research Center, Emory University, Atlanta, GA, USA
| | - Monica Willis-Parker
- Department of Neurology and Alzheimer's Disease Research Center, Emory University, Atlanta, GA, USA
| | - Liping Zhao
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - William T Hu
- Department of Neurology and Alzheimer's Disease Research Center, Emory University, Atlanta, GA, USA
| | - Lary C Walker
- Department of Neurology and Alzheimer's Disease Research Center, Emory University, Atlanta, GA, USA.,Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| |
Collapse
|
113
|
Lee CM, Jacobs HIL, Marquié M, Becker JA, Andrea NV, Jin DS, Schultz AP, Frosch MP, Gómez-Isla T, Sperling RA, Johnson KA. 18F-Flortaucipir Binding in Choroid Plexus: Related to Race and Hippocampus Signal. J Alzheimers Dis 2019; 62:1691-1702. [PMID: 29614677 DOI: 10.3233/jad-170840] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND On target 18F-Flortaucipir (FTP) binding of Alzheimer's disease tau aggregates and off-target binding of melanocytes have been demonstrated with autoradiography. OBJECTIVE We aimed to investigate the hypothesis that if binding in choroid plexus (CP) is due to melanocytes, the signal would be elevated in Black/African American (B/AA) compared to White (W) participants. In addition, we examined whether CP signal affects measurements in adjacent regions, and whether correcting for spill-in effects has an influence on associations between hippocampus (HC) FTP and amyloid or cognition. METHODS FTP race differences in 147 Harvard Aging Brain Study participants (23 B/AA, 124W) were examined in CP, HC, HC covaried for CP, amygdala, inferior temporal gyrus, entorhinal cortex, and fusiform regions. Associations between CP FTP and other regions-of-interest (ROIs) were probed to assess spill-in effects. A statistical regression approach to attenuate CP spill-in was tested by relating adjusted HC SUVR residuals and unadjusted HC SUVR to race, cognition and amyloid. All analyses were covaried for age, sex, education and amyloid deposition, and Bonferroni-corrected for multiple comparisons. RESULTS B/AA individuals had elevated CP and HC SUVR (p < 0.007), whereas other ROI SUVR and HC SUVR covaried for CP SUVR did not show race differences (p > 0.05). CP SUVR was associated with HC SUVR (p < 10-14), but with no other ROI SUVR (p > 0.05). When adjusting HC SUVR for CP SUVR, no race differences in residual HC SUVR were detected, and relationships with amyloid and memory became apparent. CONCLUSION Melanocyte FTP binding may account partially for high CP signal. This off-target binding affects mainly HC FTP measurements, which should be interpreted with caution.
Collapse
Affiliation(s)
- Christopher M Lee
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Heidi I L Jacobs
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,School for Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Alzheimer Center Limburg, Maastricht University, Maastricht, The Netherlands
| | - Marta Marquié
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Boston, MA, USA
| | - John A Becker
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Nicolas V Andrea
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - David S Jin
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Aaron P Schultz
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.,The Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA
| | - Matthew P Frosch
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Boston, MA, USA.,C.S. Kubik Laboratory for Neuropathology, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Teresa Gómez-Isla
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,MassGeneral Institute for Neurodegenerative Disease, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Reisa A Sperling
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,The Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Keith A Johnson
- Division of Nuclear Medicine and Molecular Imaging, Massachusetts General Hospital, Boston, MA, USA.,Department of Radiology, Massachusetts General Hospital, Boston, MA, USA.,Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.,Department of Neurology, Center for Alzheimer Research and Treatment, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| |
Collapse
|
114
|
Dodiya HB, Kuntz T, Shaik SM, Baufeld C, Leibowitz J, Zhang X, Gottel N, Zhang X, Butovsky O, Gilbert JA, Sisodia SS. Sex-specific effects of microbiome perturbations on cerebral Aβ amyloidosis and microglia phenotypes. J Exp Med 2019; 216:1542-1560. [PMID: 31097468 PMCID: PMC6605759 DOI: 10.1084/jem.20182386] [Citation(s) in RCA: 192] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 02/26/2019] [Accepted: 04/16/2019] [Indexed: 12/12/2022] Open
Abstract
We demonstrated that an antibiotic cocktail (ABX)-perturbed gut microbiome is associated with reduced amyloid-β (Aβ) plaque pathology and astrogliosis in the male amyloid precursor protein (APP)SWE /presenilin 1 (PS1)ΔE9 transgenic model of Aβ amyloidosis. We now show that in an independent, aggressive APPSWE/PS1L166P (APPPS1-21) mouse model of Aβ amyloidosis, an ABX-perturbed gut microbiome is associated with a reduction in Aβ pathology and alterations in microglial morphology, thus establishing the generality of the phenomenon. Most importantly, these latter alterations occur only in brains of male mice, not in the brains of female mice. Furthermore, ABX treatment lead to alterations in levels of selected microglial expressed transcripts indicative of the "M0" homeostatic state in male but not in female mice. Finally, we found that transplants of fecal microbiota from age-matched APPPS1-21 male mice into ABX-treated APPPS1-21 male restores the gut microbiome and partially restores Aβ pathology and microglial morphology, thus demonstrating a causal role of the microbiome in the modulation of Aβ amyloidosis and microglial physiology in mouse models of Aβ amyloidosis.
Collapse
Affiliation(s)
- Hemraj B Dodiya
- Department of Neurobiology, The University of Chicago, Chicago, IL
| | - Thomas Kuntz
- Department of Neurobiology, The University of Chicago, Chicago, IL
| | - Shabana M Shaik
- Department of Neurobiology, The University of Chicago, Chicago, IL
| | - Caroline Baufeld
- Ann Romney Center for Neurological Diseases, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jeffrey Leibowitz
- Ann Romney Center for Neurological Diseases, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Xulun Zhang
- Department of Neurobiology, The University of Chicago, Chicago, IL
| | - Neil Gottel
- Department of Pediatrics and Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA
| | - Xiaoqiong Zhang
- Department of Neurobiology, The University of Chicago, Chicago, IL
| | - Oleg Butovsky
- Ann Romney Center for Neurological Diseases, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Jack A Gilbert
- Department of Pediatrics and Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA
| | | |
Collapse
|
115
|
Carmichael O, Newton R. Brain MRI findings related to Alzheimer's disease in older African American adults. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2019; 165:3-23. [PMID: 31481168 DOI: 10.1016/bs.pmbts.2019.04.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Although a substantial body of research has identified brain MRI measures as important markers of Alzheimer's disease (AD) risk, progression, and treatment response, most of that research has been performed in non-Hispanic white American populations, leading to questions about the utility of the brain MRI measures among individuals of other races or ethnicities. African American individuals in particular are under-represented in AD research, and may exhibit differences in prevalence of AD risk factors, prevalence of AD, incidence of AD, the clinical course of cognitive decline, and AD neuropathology, each of which could influence the utility of brain MRI markers. Unfortunately, while current evidence suggests that African Americans exhibit poorer brain health late in life based on brain MRI measurements, several other aspects of brain MRI markers in this population are unclear, including trajectories of brain MRI markers leading up to old age, relationships between traditional brain health risk factors and brain MRI findings, and the status of brain MRI markers as correlates of cognitive impairment. This unclear state of affairs highlights the urgency of future research in which large numbers of older African American adults contribute longitudinal brain MRI measurements concurrent with clinical, cognitive, and molecular biomarker measurements, ideally in the context of AD preventive or therapeutic trials.
Collapse
Affiliation(s)
- Owen Carmichael
- Pennington Biomedical Research Center, Baton Rouge, LA, United States.
| | - Robert Newton
- Pennington Biomedical Research Center, Baton Rouge, LA, United States
| |
Collapse
|
116
|
Paranjpe MD, Chen X, Liu M, Paranjpe I, Leal JP, Wang R, Pomper MG, Wong DF, Benzinger TLS, Zhou Y. The effect of ApoE ε4 on longitudinal brain region-specific glucose metabolism in patients with mild cognitive impairment: a FDG-PET study. Neuroimage Clin 2019; 22:101795. [PMID: 30991617 PMCID: PMC6449776 DOI: 10.1016/j.nicl.2019.101795] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 03/12/2019] [Accepted: 03/24/2019] [Indexed: 11/02/2022]
Abstract
While the ApoE ε4 allele is a known risk factor for mild cognitive impairment (MCI) and Alzheimer's disease, brain region specific effects remain elusive. In this study, we investigate whether the ApoE ε4 allele exhibits brain region specific effects in longitudinal glucose uptake among patients with MCI from the Alzheimer's Disease Neuroimaging Initiative (ADNI). Preprocessed FDG PET images, MRIs, and demographic information were downloaded from the ADNI database. An iterative reblurred Van Cittertiteration method was used for partial volume correction (PVC) on all PET images. Structural MRIs were used for PET spatial normalization and region of interest (ROI) definition in standard space. Longitudinal changes in ROI FDG standardized uptake value ratio (SUVR) relative to cerebellum in 24 ApoE ε4 carriers and 24 age-matched ApoE ε4 non-carriers were measured for up to 84-months (median 72 months, SD = 11.2 months) and compared using a generalized linear mixed effects model controlling for gender, education, baseline age, and follow-up period. Additionally, voxelwise analysis was performed by implementing a paired t-test comparing matched baseline and 72 month FDG SUVR images in ApoE carriers and non-carriers separately. Results with PVC were compared with ones from non-PVC based analysis. After applying PVC, the superior fontal, parietal, lateral temporal, medial temporal, caudate, thalamus, and post-cingulate, and amygdala regions had greater longitudinal decreases in FDG uptake in ApoE ε4 carriers with MCI compared to non-carriers with MCI. Similar forebrain and limbic clusters were found through voxelwise analysis. Compared to the PVC based analysis, fewer significant ApoE-associated regions and clusters were found in the non-PVC based PET analysis. Our findings suggest that the ApoE ε4 genotype is associated with a longitudinal decline in glucose uptake in 8 forebrain and limbic brain regions in the context of MCI. In conclusion, this 84-months longitudinal FDG PET study demonstrates a novel ApoE ε4-associated brain-region specific glucose metabolism pattern in patients with MCI. Partial volume correction improved FDG PET quantification.
Collapse
Affiliation(s)
- Manish D Paranjpe
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States
| | - Xueqi Chen
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Min Liu
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States; Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Ishan Paranjpe
- Icahn School of Medicine at Mount Sinai, NY, New York, United States
| | - Jeffrey P Leal
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States
| | - Rongfu Wang
- Department of Nuclear Medicine, Peking University First Hospital, Beijing, China
| | - Martin G Pomper
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States
| | - Dean F Wong
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States
| | - Tammie L S Benzinger
- Mallinckrodt Institute of Radiology, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, United States
| | - Yun Zhou
- The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD 21287, United States; Department of Nuclear Medicine, Peking University First Hospital, Beijing, China; Mallinckrodt Institute of Radiology, Washington University in St. Louis School of Medicine, St. Louis, MO 63110, United States.
| |
Collapse
|
117
|
Dumitrescu L, Mayeda ER, Sharman K, Moore AM, Hohman TJ. Sex Differences in the Genetic Architecture of Alzheimer's Disease. CURRENT GENETIC MEDICINE REPORTS 2019; 7:13-21. [PMID: 31360619 PMCID: PMC6662731 DOI: 10.1007/s40142-019-0157-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PURPOSE OF REVIEW Summarize sex-specific contributors to the genetic architecture of Alzheimer's disease (AD). RECENT FINDINGS There are sex differences in the effects of Apolipoprotein E (APOE), genes along the APOE pathway, and genes along the neurotrophic signaling pathway in predicting AD. Reported sex differences are largely driven by stronger associations among females. Evidence also suggests that genetic predictors of amyloidosis are largely shared across sexes, while sex-specific genetic effects emerge downstream of amyloidosis and drive the clinical manifestation of AD. SUMMARY There is a lack of comprehensive assessments of sex differences in genome-wide analyses of AD and a need for more systematic reporting a sex-stratified genetic effects. The emerging emphasis on sex as a biological variable provides an opportunity for transdisciplinary collaborations aimed at addressing major analytical challenges that have hampered advancements in the field. Ultimately, sex-specific genetic association studies represent a logical first step towards precision medicine.
Collapse
Affiliation(s)
- Logan Dumitrescu
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Elizabeth Rose Mayeda
- Department of Epidemiology, Fielding School of Public Health, University of California Los Angeles, Los Angeles, CA
| | - Kavya Sharman
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Annah M. Moore
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Timothy J. Hohman
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| |
Collapse
|
118
|
Babulal GM, Quiroz YT, Albensi BC, Arenaza-Urquijo E, Astell AJ, Babiloni C, Bahar-Fuchs A, Bell J, Bowman GL, Brickman AM, Chételat G, Ciro C, Cohen AD, Dilworth-Anderson P, Dodge HH, Dreux S, Edland S, Esbensen A, Evered L, Ewers M, Fargo KN, Fortea J, Gonzalez H, Gustafson DR, Head E, Hendrix JA, Hofer SM, Johnson LA, Jutten R, Kilborn K, Lanctôt KL, Manly JJ, Martins RN, Mielke MM, Morris MC, Murray ME, Oh ES, Parra MA, Rissman RA, Roe CM, Santos OA, Scarmeas N, Schneider LS, Schupf N, Sikkes S, Snyder HM, Sohrabi HR, Stern Y, Strydom A, Tang Y, Terrera GM, Teunissen C, Melo van Lent D, Weinborn M, Wesselman L, Wilcock DM, Zetterberg H, O'Bryant SE. Perspectives on ethnic and racial disparities in Alzheimer's disease and related dementias: Update and areas of immediate need. Alzheimers Dement 2019; 15:292-312. [PMID: 30555031 PMCID: PMC6368893 DOI: 10.1016/j.jalz.2018.09.009] [Citation(s) in RCA: 374] [Impact Index Per Article: 62.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 07/12/2018] [Accepted: 09/13/2018] [Indexed: 02/07/2023]
Abstract
Alzheimer's disease and related dementias (ADRDs) are a global crisis facing the aging population and society as a whole. With the numbers of people with ADRDs predicted to rise dramatically across the world, the scientific community can no longer neglect the need for research focusing on ADRDs among underrepresented ethnoracial diverse groups. The Alzheimer's Association International Society to Advance Alzheimer's Research and Treatment (ISTAART; alz.org/ISTAART) comprises a number of professional interest areas (PIAs), each focusing on a major scientific area associated with ADRDs. We leverage the expertise of the existing international cadre of ISTAART scientists and experts to synthesize a cross-PIA white paper that provides both a concise "state-of-the-science" report of ethnoracial factors across PIA foci and updated recommendations to address immediate needs to advance ADRD science across ethnoracial populations.
Collapse
Affiliation(s)
- Ganesh M Babulal
- Department of Neurology and Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Yakeel T Quiroz
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Benedict C Albensi
- Division of Neurodegenerative Disorders, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, Manitoba, Canada; Department of Pharmacology & Therapeutics, University of Manitoba, Winnipeg, Manitoba, Canada
| | | | - Arlene J Astell
- Department of Occupational Sciences & Occupational Therapy, University of Toronto, CA; School of Psychology and Clinical Language Sciences, University of Reading, UK
| | - Claudio Babiloni
- Department of Physiology and Pharmacology "V. Erspamer", Sapienza University of Rome, Rome, Italy; Department of Neuroscience, IRCCS-Hospital San Raffaele Pisana of Rome and Cassino, Rome and Cassino, Italy
| | - Alex Bahar-Fuchs
- Academic Unit for Psychiatry of Old Age, Department of Psychiatry, the University of Melbourne, Australia
| | | | - Gene L Bowman
- Nutrition and Brain Health Laboratory, Nestlé Institute of Health Sciences, Lausanne, Switzerland; Department of Neurology, Layton Aging & Alzheimer's Disease Center, Oregon Health & Science University, Portland, OR, USA
| | - Adam M Brickman
- Taub Institute for Research in Alzheimer's Disease and the Aging Brain, The Gertrude H. Sergievsky Center, Department of Neurology, Columbia University, New York, NY, USA
| | - Gaël Chételat
- Inserm, Inserm UMR-S U1237, Université de Caen-Normandie, GIP Cyceron, Caen, France
| | - Carrie Ciro
- Department of Occupational Therapy Education, University of Kansas Medical Center, Kansas City, KS, USA
| | - Ann D Cohen
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - Hiroko H Dodge
- Department of Neurology, Layton Aging and Alzheimer's Disease Center, Oregon Health & Science University, Portland, OR, USA
| | - Simone Dreux
- Undergraduate Program of History and Science, Harvard College, Cambridge, MA, USA
| | - Steven Edland
- Department of Family Medicine and Public Health, University of California, San Diego, CA, USA
| | - Anna Esbensen
- Department of Pediatrics, University of Cincinnati College of Medicine & Division of Developmental and Behavioral Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Lisbeth Evered
- Melbourne Medical School, University of Melbourne, Australia
| | - Michael Ewers
- Institute for Stroke and Dementia Research, Klinikum der Universität München, Munich, Germany
| | - Keith N Fargo
- Medical & Scientific Relations, Alzheimer's Association, Chicago, IL, USA
| | - Juan Fortea
- Memory Unit, Department of Neurology, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain; Barcelona Down Medical Center, Fundació Catalana de Síndrome de Down, Barcelona, Spain
| | - Hector Gonzalez
- Department of Neurosciences and Shiley-Marcos Alzheimer's Disease Research Center, University of San Diego, CA, USA
| | - Deborah R Gustafson
- Department of Neurology, Section for NeuroEpidemiology, State University of New York - Downstate Medical Center, Brooklyn, NY, USA
| | - Elizabeth Head
- Sanders Brown Center on Aging, University of Kentucky, Lexington, KY, USA
| | - James A Hendrix
- Medical & Scientific Relations, Alzheimer's Association, Chicago, IL, USA
| | - Scott M Hofer
- Adult Development and Aging, University of Victoria, British Columbia, CA, USA
| | - Leigh A Johnson
- Department of Pharmacology & Neuroscience, University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Roos Jutten
- VU University Medical Center, Department of Neurology, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Kerry Kilborn
- Department of Psychology, University of Glasgow, Glasgow, Scotland, UK
| | - Krista L Lanctôt
- Sunnybrook Research Institute of Psychiatry and Pharmacology, University of Toronto, Toronto, ON, Canada
| | - Jennifer J Manly
- Taub Institute for Research in Alzheimer's Disease and the Aging Brain, The Gertrude H. Sergievsky Center, Department of Neurology, Columbia University, New York, NY, USA
| | - Ralph N Martins
- Aging and Alzheimer's Disease, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
| | - Michelle M Mielke
- Department of Epidemiology, Mayo Clinic, Rochester, MN, USA; Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Esther S Oh
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mario A Parra
- School of Social Sciences, Department of Psychology, Heriot-Watt University, UK; Universidad Autónoma del Caribe, Barranquilla, Colombia; Neuroprogressive and Dementia Network, UK
| | - Robert A Rissman
- Department of Neurosciences, University of California San Diego School of Medicine, CA, USA
| | - Catherine M Roe
- Department of Neurology and Knight Alzheimer's Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA
| | - Octavio A Santos
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | - Nikolaos Scarmeas
- Taub Institute for Research in Alzheimer's Disease and the Aging Brain, The Gertrude H. Sergievsky Center, Department of Neurology, Columbia University, New York, NY, USA; Aiginition Hospital, 1st Neurology Clinic, Department of Social Medicine, Psychiatry and Neurology, National and Kapodistrian University of Athens, Athens, Greece
| | - Lon S Schneider
- Department of Psychiatry and The Behavioral Sciences, University of Southern California, CA, USA
| | - Nicole Schupf
- Department of Epidemiology, Mailman School of Public Health Columbia University, New York, NY, USA
| | - Sietske Sikkes
- Massachusetts General Hospital, Department of Neurology, Boston, MA, USA
| | - Heather M Snyder
- Medical & Scientific Relations, Alzheimer's Association, Chicago, IL, USA
| | - Hamid R Sohrabi
- Aging and Alzheimer's Disease, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
| | - Yaakov Stern
- Department of Neurology, Columbia University, New York, NY, USA; Department of Psychiatry, Columbia University, New York, NY, USA
| | - Andre Strydom
- Department of Forensic and Neurodevelopmental Science, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, UK
| | - Yi Tang
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Graciela Muniz Terrera
- Centers for Clinical Brain Sciences and Dementia Prevention, University in Edinburgh, Scotland, UK
| | - Charlotte Teunissen
- Neurochemistry Laboratory and Biobank, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit University Medical Center, Amsterdam, the Netherlands
| | - Debora Melo van Lent
- Department of Clinical Research, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Michael Weinborn
- Aging and Alzheimer's Disease, School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia
| | | | - Donna M Wilcock
- Neurochemistry Laboratory and Biobank, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit University Medical Center, Amsterdam, the Netherlands
| | - Henrik Zetterberg
- UK Dementia Research Institute at UCL, London, UK; Department of Molecular Neuroscience, UCL Institute of Neurology, Queen Square, London, UK; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden; Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, the Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
| | - Sid E O'Bryant
- Department of Pharmacology & Neuroscience, University of North Texas Health Science Center, Fort Worth, TX, USA.
| |
Collapse
|
119
|
Johnson EL, Krauss GL, Lee AK, Schneider ALC, Kucharska-Newton AM, Huang J, Jack CR, Gottesman RF. Association between white matter hyperintensities, cortical volumes, and late-onset epilepsy. Neurology 2019; 92:e988-e995. [PMID: 30804067 DOI: 10.1212/wnl.0000000000007010] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 10/25/2018] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To identify the association between brain vascular changes and cortical volumes on MRI and late-onset epilepsy. METHODS In 1993-1995, 1,920 participants (median age 62.7, 59.9% female) in the community-based Atherosclerosis Risk in Communities (ARIC) Study underwent MRI, and white matter hyperintensities were measured. In addition, in 2011-2013, 1,964 ARIC participants (median age 72.4, 61.1% female) underwent MRI, and cortical volumes and white matter hyperintensities were measured. We identified cases of late-onset epilepsy (starting at age 60 or later) from ARIC hospitalization records and Medicare claims data. Using the 1993-1995 MRI, we evaluated the association between white matter hyperintensities and subsequent epilepsy using survival analysis. We used the 2011-2013 MRI to conduct cross-sectional logistic regression to examine the association of cortical volumes and white matter hyperintensities with late-onset epilepsy. All models were adjusted for demographics, hypertension, diabetes, smoking, and APOE ε4 allele status. RESULTS Ninety-seven ARIC participants developed epilepsy after having an MRI in 1993-1995 (incidence 3.34 per 1,000 person-years). The degree of white matter hyperintensities measured at ages 49-72 years was associated with the risk of late-onset epilepsy (hazard ratio 1.27 per age-adjusted SD, 95% confidence interval [CI] 1.06-1.54). Lower cortical volume scores were associated cross-sectionally with higher odds of late-onset epilepsy (odds ratio 1.87, 95% CI 1.16-3.02) per age-adjusted SD. CONCLUSIONS This study demonstrates associations between earlier-life white matter hyperintensities on MRI and later-life incident epilepsy, and between cortical volumes measured later in life and late-onset epilepsy. These findings may help illuminate the causes of late-onset epilepsy.
Collapse
Affiliation(s)
- Emily L Johnson
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN.
| | - Gregory L Krauss
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Alexandra K Lee
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Andrea L C Schneider
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Anna M Kucharska-Newton
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Juebin Huang
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Clifford R Jack
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| | - Rebecca F Gottesman
- From the Department of Neurology (E.L.J., G.L.K., A.L.C.S., R.F.G.), Johns Hopkins University School of Medicine; Department of Epidemiology (A.K.L., R.F.G.), Johns Hopkins School of Public Health, Baltimore, MD; Department of Epidemiology (A.M.K.-N.), University of North Carolina at Chapel Hill; Department of Neurology (J.H.), University of Mississippi Medical Center, Jackson; and Department of Radiology (C.R.J.), Mayo Clinic, Rochester, MN
| |
Collapse
|
120
|
Rawlings AM, Sharrett AR, Mosley TH, Wong DF, Knopman DS, Gottesman RF. Cognitive Reserve in Midlife is not Associated with Amyloid-β Deposition in Late-Life. J Alzheimers Dis 2019; 68:517-521. [PMID: 30775981 PMCID: PMC6443418 DOI: 10.3233/jad-180785] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
We examined associations between cognitive reserve and late-life amyloid-β deposition using florbetapir positron emission tomography (PET). We used data from the Atherosclerosis Risk in Communities (ARIC) and ARIC-PET Study. 330 dementia-free participants underwent PET scans. Mean global cortical standardized uptake value ratio (SUVR) >1.2 was defined as elevated. Midlife cognition was significantly associated with late-life cognition, but not with late-life elevated SUVR; education was not associated with late-life SUVR, but was strongly associated with late-life cognition. Cognitive reserve may reduce dementia risk by mitigating the impact of Alzheimer's disease pathology on the clinical expression of dementia, rather than by altering its pathogenesis.
Collapse
Affiliation(s)
- Andreea M. Rawlings
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- School of Biological and Population Health Sciences, Oregon State University, Corvallis, Oregon
| | - A. Richey Sharrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Thomas H. Mosley
- Department of Medicine; University of Mississippi Medical Center, Jackson, MS
| | - Dean F. Wong
- Department of Radiology, Neurology, Psychiatry, and Neurosciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - David S. Knopman
- Department of Neurology, Mayo Clinic College of Medicine, Rochester, MN
| | - Rebecca F. Gottesman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
| |
Collapse
|
121
|
Lee JH, Byun MS, Yi D, Sohn BK, Jeon SY, Lee Y, Lee JY, Kim YK, Lee YS, Lee DY. Prediction of Cerebral Amyloid With Common Information Obtained From Memory Clinic Practice. Front Aging Neurosci 2018; 10:309. [PMID: 30337868 PMCID: PMC6178978 DOI: 10.3389/fnagi.2018.00309] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 09/14/2018] [Indexed: 02/05/2023] Open
Abstract
Background: Given the barriers prohibiting the broader utilization of amyloid imaging and high screening failure rate in clinical trials, an easily available and valid screening method for identifying cognitively impaired patients with cerebral amyloid deposition is needed. Therefore, we developed a prediction model for cerebral amyloid positivity in cognitively impaired patients using variables that are routinely obtained in memory clinics. Methods: Six hundred and fifty two cognitively impaired subjects from the Korean Brain Aging Study for the Early diagnosis and prediction of Alzheimer disease (KBASE) and the Alzheimer’s Disease Neuroimaging Initiative-2 (ADNI-2) cohorts were included in this study (107 amnestic mild cognitive impairment (MCI) and 69 Alzheimer’s disease (AD) dementia patients for KBASE cohort, and 332 MCI and 144 AD dementia patients for ADNI-2 cohort). Using the cross-sectional dataset from the KBASE cohort, a multivariate stepwise logistic regression analysis was conducted to develop a cerebral amyloid prediction model using variables commonly obtained in memory clinics. For each participant, the logit value derived from the final model was calculated, and the probability for being amyloid positive, which was calculated from the logit value, was named the amyloid prediction index. The final model was validated using an independent dataset from the ADNI-2 cohort. Results: The final model included age, sex, years of education, history of hypertension, apolipoprotein ε4 positivity, and score from a word list recall test. The model predicted that younger age, female sex, higher educational level, absence of hypertension history, presence of apolipoprotein ε4 allele, and lower score of word list recall test are associated with higher probability for being amyloid positive. The amyloid prediction index derived from the model was proven to be valid across the two cohorts. The area under the curve was 0.873 (95% confidence interval 0.815 to 0.918) for the KBASE cohort, and 0.808 (95% confidence interval = 0.769 to 0.842) for ADNI-2 cohort. Conclusion: The amyloid prediction index, which was based on commonly available clinical information, can be useful for screening cognitively impaired individuals with a high probability of amyloid deposition in therapeutic trials for early Alzheimer’s disease as well as in clinical practice.
Collapse
Affiliation(s)
- Jun Ho Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea.,Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine, Seoul, South Korea
| | - Min Soo Byun
- Medical Research Center, Institute of Human Behavioral Medicine, Seoul National University, Seoul, South Korea
| | - Dahyun Yi
- Medical Research Center, Institute of Human Behavioral Medicine, Seoul National University, Seoul, South Korea
| | - Bo Kyung Sohn
- Department of Psychiatry, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, South Korea
| | - So Yeon Jeon
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea.,Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, South Korea
| | - Younghwa Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea
| | - Jun-Young Lee
- Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, South Korea.,Department of Neuropsychiatry, SMG-SNU Boramae Medical Center, Seoul, South Korea
| | - Yu Kyeong Kim
- Department of Nuclear Medicine, SMG-SNU Boramae Medical Center, Seoul, South Korea
| | - Yun-Sang Lee
- Department of Nuclear Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Dong Young Lee
- Department of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea.,Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine, Seoul, South Korea.,Medical Research Center, Institute of Human Behavioral Medicine, Seoul National University, Seoul, South Korea.,Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, South Korea
| |
Collapse
|
122
|
Hughes TM, Sink KM, Williamson JD, Hugenschmidt CE, Wagner BC, Whitlow CT, Xu J, Smith SC, Launer LJ, Barzilay JI, Ismail-Beigi F, Bryan RN, Hsu FC, Bowden DW, Maldjian JA, Divers J, Freedman BI. Relationships between cerebral structure and cognitive function in African Americans with type 2 diabetes. J Diabetes Complications 2018; 32:916-921. [PMID: 30042057 PMCID: PMC6138531 DOI: 10.1016/j.jdiacomp.2018.05.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 05/23/2018] [Accepted: 05/23/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Relationships between cognitive function and brain structure remain poorly defined in African Americans with type 2 diabetes. METHODS Cognitive testing and cerebral magnetic resonance imaging in African Americans from the Diabetes Heart Study Memory IN Diabetes (n = 480) and Action to Control Cardiovascular Risk in Diabetes MIND (n = 104) studies were examined for associations. Cerebral gray matter volume (GMV), white matter volume (WMV) and white matter lesion volume (WMLV) and cognitive performance (Mini-mental State Exam [MMSE and 3MSE], Digit Symbol Coding (DSC), Stroop test, and Rey Auditory Verbal Learning Test) were recorded. Multivariable models adjusted for age, sex, BMI, scanner, intracranial volume, education, diabetes duration, HbA1c, LDL-cholesterol, smoking, hypertension and cardiovascular disease assessed associations between cognitive tests and brain volumes by study and meta-analysis. RESULTS Mean(SD) participant age was 60.1(7.9) years, diabetes duration 12.1(7.7) years, and HbA1c 8.3(1.7)%. In the fully-adjusted meta-analysis, lower GMV associated with poorer global performance on MMSE/3MSE (β̂ = 7.1 × 10-3, SE 2.4 × 10-3, p = 3.6 × 10-3), higher WMLV associated with poorer performance on DSC (β̂ = -3 × 10-2, SE 6.4 × 10-3, p = 5.2 × 10-5) and higher WMV associated with poorer MMSE/3MSE performance (β̂ = -7.1 × 10-3, SE = 2.4 × 10-3, p = 3.6 × 10-3). CONCLUSIONS In African Americans with diabetes, smaller GMV and increased WMLV associated with poorer performance on tests of global cognitive and executive function. These data suggest that WML burden and gray matter atrophy associate with cognitive performance independent of diabetes-related factors in this population.
Collapse
Affiliation(s)
- Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Kaycee M Sink
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jeff D Williamson
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Christina E Hugenschmidt
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Benjamin C Wagner
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | | | - Jianzhao Xu
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - S Carrie Smith
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Lenore J Launer
- National Institutes of Health, National Institute on Aging, Laboratory of Epidemiology, Demography, and Biometry, Bethesda, MD, USA.
| | | | - Faramarz Ismail-Beigi
- Department of Internal Medicine, Division of Endocrinology, University of Cincinnati, Veterans Administration Medical Center, Cincinnati, OH.
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.
| | - Fang-Chi Hsu
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Donald W Bowden
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Joseph A Maldjian
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Jasmin Divers
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Barry I Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| |
Collapse
|
123
|
Hohman TJ, Dumitrescu L, Barnes LL, Thambisetty M, Beecham G, Kunkle B, Gifford KA, Bush WS, Chibnik LB, Mukherjee S, De Jager PL, Kukull W, Crane PK, Resnick SM, Keene CD, Montine TJ, Schellenberg GD, Haines JL, Zetterberg H, Blennow K, Larson EB, Johnson SC, Albert M, Bennett DA, Schneider JA, Jefferson AL. Sex-Specific Association of Apolipoprotein E With Cerebrospinal Fluid Levels of Tau. JAMA Neurol 2018; 75:989-998. [PMID: 29801024 PMCID: PMC6142927 DOI: 10.1001/jamaneurol.2018.0821] [Citation(s) in RCA: 230] [Impact Index Per Article: 32.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 02/08/2018] [Indexed: 12/22/2022]
Abstract
Importance The strongest genetic risk factor for Alzheimer disease (AD), the apolipoprotein E (APOE) gene, has a stronger association among women compared with men. Yet limited work has evaluated the association between APOE alleles and markers of AD neuropathology in a sex-specific manner. Objective To evaluate sex differences in the association between APOE and markers of AD neuropathology measured in cerebrospinal fluid (CSF) during life or in brain tissue at autopsy. Design, Setting, and Participants This multicohort study selected data from 10 longitudinal cohort studies of normal aging and AD. Cohorts had variable recruitment criteria and follow-up intervals and included population-based and clinic-based samples. Inclusion in our analysis required APOE genotype data and either CSF data available for analysis. Analyses began on November 6, 2017, and were completed on December 20, 2017. Main Outcomes and Measures Biomarker analyses included levels of β-amyloid 42, total tau, and phosphorylated tau measured in CSF. Autopsy analyses included Consortium to Establish a Registry for Alzheimer's Disease staging for neuritic plaques and Braak staging for neurofibrillary tangles. Results Of the 1798 patients in the CSF biomarker cohort, 862 were women, 226 had AD, 1690 were white, and the mean (SD) age was 70 [9] years. Of the 5109 patients in the autopsy cohort, 2813 were women, 4953 were white, and the mean (SD) age was 84 (9) years. After correcting for multiple comparisons using the Bonferroni procedure, we observed a statistically significant interaction between APOE-ε4 and sex on CSF total tau (β = 0.41; 95% CI, 0.27-0.55; P < .001) and phosphorylated tau (β = 0.24; 95% CI, 0.09-0.38; P = .001), whereby APOE showed a stronger association among women compared with men. Post hoc analyses suggested this sex difference was present in amyloid-positive individuals (β = 0.41; 95% CI, 0.20-0.62; P < .001) but not among amyloid-negative individuals (β = 0.06; 95% CI, -0.18 to 0.31; P = .62). We did not observe sex differences in the association between APOE and β-amyloid 42, neuritic plaque burden, or neurofibrillary tangle burden. Conclusions and Relevance We provide robust evidence of a stronger association between APOE-ε4 and CSF tau levels among women compared with men across multiple independent data sets. Interestingly, APOE-ε4 is not differentially associated with autopsy measures of neurofibrillary tangles. Together, the sex difference in the association between APOE and CSF measures of tau and the lack of a sex difference in the association with neurofibrillary tangles at autopsy suggest that APOE may modulate risk for neurodegeneration in a sex-specific manner, particularly in the presence of amyloidosis.
Collapse
Affiliation(s)
- Timothy J. Hohman
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Logan Dumitrescu
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Lisa L. Barnes
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
| | - Madhav Thambisetty
- Unit of Clinical and Translational Neuroscience, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - Gary Beecham
- John T MacDonald Foundation Department of Human Genetics, University of Miami, Miami, Florida
- Hussman Institute for Human Genomics, University of Miami School of Medicine, Miami, Florida
| | - Brian Kunkle
- Hussman Institute for Human Genomics, University of Miami School of Medicine, Miami, Florida
| | - Katherine A. Gifford
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - William S. Bush
- Department of Population and Quantitative Health Sciences, Institute for Computational Biology, Case Western Reserve University, Cleveland, Ohio
| | - Lori B. Chibnik
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
- Channing Division of Network Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Philip L. De Jager
- Center for Translational and Computational Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, New York
- Cell Circuits Program, Broad Institute, Cambridge, Massachusetts
| | - Walter Kukull
- Department of Epidemiology, School of Public Health, University of Washington, Seattle
| | - Paul K. Crane
- Department of Medicine, University of Washington, Seattle
| | - Susan M. Resnick
- Unit of Clinical and Translational Neuroscience, Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, Maryland
| | - C. Dirk Keene
- Department of Pathology, University of Washington, Seattle
| | | | - Gerard D. Schellenberg
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia
| | - Jonathan L. Haines
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- UK Dementia Research Institute, London, England
| | - Kaj Blennow
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy at University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Molecular Neuroscience, University College London Institute of Neurology, Queen Square, London, England
| | - Eric B. Larson
- Department of Medicine, University of Washington, Seattle
- Kaiser Permanente Washington Health Research Institute, Seattle
| | - Sterling C. Johnson
- Alzheimer’s Disease Research Center, University of Wisconsin School of Medicine and Public Health, Madison
| | - Marilyn Albert
- Department of Neurology, the Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - David A. Bennett
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
| | - Julie A. Schneider
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois
| | - Angela L. Jefferson
- Vanderbilt Memory and Alzheimer’s Center, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
124
|
Glymour MM, Brickman AM, Kivimaki M, Mayeda ER, Chêne G, Dufouil C, Manly JJ. Will biomarker-based diagnosis of Alzheimer's disease maximize scientific progress? Evaluating proposed diagnostic criteria. Eur J Epidemiol 2018; 33:607-612. [PMID: 29948371 PMCID: PMC7571610 DOI: 10.1007/s10654-018-0418-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Accepted: 05/30/2018] [Indexed: 12/14/2022]
Abstract
A recently published framework for the diagnosis of Alzheimer's disease (AD) in research studies would allow diagnosis on the sole basis of two biomarkers (β-amyloid and pathologic tau), even in people with no objective or subjective memory or cognitive changes. This revision will have substantial implications for future Alzheimer's research, and the changes should be rigorously evaluated before widespread adoption. We propose three principles for evaluating any revision to diagnostic frameworks for AD: (1) does the revision improve the validity of the diagnosis; (2) does the revision improve the reliability or reduce the expense of the diagnosis; and (3) will the revision foster innovative and rigorous research across populations. The new diagnostic framework is unlikely to achieve any of these goals. Instead, it has the potential to handicap future researchers, and slow progress towards identifying effective strategies to prevent or treat AD.
Collapse
Affiliation(s)
- Medellena Maria Glymour
- Department of Epidemiology and Biostatistics, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA.
| | - Adam Mark Brickman
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Elizabeth Rose Mayeda
- Department of Epidemiology and Biostatistics, University of California, San Francisco, 550 16th Street, San Francisco, CA, 94158, USA
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, USA
| | - Geneviève Chêne
- INSERM U1219-Bordeaux Population Health and CIC1401-EC, ISPED-Bordeaux School of Public Health, INSERM, University of Bordeaux, Bordeaux, France
- CHU de Bordeaux, Pôle de Santé Publique, Bordeaux, France
| | - Carole Dufouil
- INSERM U1219-Bordeaux Population Health and CIC1401-EC, ISPED-Bordeaux School of Public Health, INSERM, University of Bordeaux, Bordeaux, France
- CHU de Bordeaux, Pôle de Santé Publique, Bordeaux, France
| | - Jennifer Jaie Manly
- Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Department of Neurology, College of Physicians and Surgeons, Columbia University, New York, NY, USA
| |
Collapse
|
125
|
Mishra S, Blazey TM, Holtzman DM, Cruchaga C, Su Y, Morris JC, Benzinger TLS, Gordon BA. Longitudinal brain imaging in preclinical Alzheimer disease: impact of APOE ε4 genotype. Brain 2018; 141:1828-1839. [PMID: 29672664 PMCID: PMC5972633 DOI: 10.1093/brain/awy103] [Citation(s) in RCA: 114] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 01/29/2018] [Accepted: 02/17/2018] [Indexed: 02/07/2023] Open
Abstract
While prior work reliably demonstrates that the APOE ɛ4 allele has deleterious group level effects on Alzheimer disease pathology, the homogeneity of its influence across the lifespan and spatially in the brain remains unknown. Further it is unclear what combinations of factors at an individual level lead to observed group level effects of APOE genotype. To evaluate the impact of the APOE genotype on disease trajectories, we examined longitudinal MRI and PET imaging in a cohort of 497 cognitively normal middle and older aged participants. A whole-brain regional approach was used to evaluate the spatial effects of genotype on longitudinal change of amyloid-β pathology and cortical atrophy. Carriers of the ɛ4 allele had increased longitudinal accumulation of amyloid-β pathology diffusely through the cortex, but the emergence of this effect across the lifespan differed greatly by region (e.g. age 49 in precuneus, but 65 in the visual cortex) with the detrimental influence already being evident in some regions in middle age. This increased group level effect on accumulation was due to a greater proportion of ɛ4 carriers developing amyloid-β pathology, on average doing so at an earlier age, and having faster amyloid-β accumulation even after accounting for baseline amyloid-β levels. APOE ɛ4 carriers displayed faster rates of structural loss in primarily constrained to the medial temporal lobe structures at around 50 years, although this increase was modest and proportional to the elevated disease severity in APOE ɛ4 carriers. This work indicates that influence of the APOE gene on pathology can be detected starting in middle age.
Collapse
Affiliation(s)
- Shruti Mishra
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - Tyler M Blazey
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - David M Holtzman
- Department of Neurology, Washington University School of Medicine, St Louis, MO, USA
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St Louis, MO, USA
| | - Carlos Cruchaga
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St Louis, MO, USA
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO, USA
| | - Yi Su
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
| | - John C Morris
- Department of Neurology, Washington University School of Medicine, St Louis, MO, USA
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St Louis, MO, USA
| | - Tammie L S Benzinger
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St Louis, MO, USA
| | - Brian A Gordon
- Department of Radiology, Washington University School of Medicine, St Louis, MO, USA
- Knight Alzheimer’s Disease Research Center, Washington University School of Medicine, St Louis, MO, USA
- Department of Psychological and Brain Sciences, Washington University School of Medicine, St Louis, MO, USA
| |
Collapse
|
126
|
Hughes TM, Wagenknecht LE, Craft S, Mintz A, Heiss G, Palta P, Wong D, Zhou Y, Knopman D, Mosley TH, Gottesman RF. Arterial stiffness and dementia pathology: Atherosclerosis Risk in Communities (ARIC)-PET Study. Neurology 2018; 90:e1248-e1256. [PMID: 29549223 PMCID: PMC5890613 DOI: 10.1212/wnl.0000000000005259] [Citation(s) in RCA: 122] [Impact Index Per Article: 17.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 12/20/2017] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Arterial stiffness has been associated with evidence of cerebral small vessel disease (cSVD) and fibrillar β-amyloid (Aβ) deposition in the brain. These complex relationships have not been examined in racially and cognitively diverse cohorts. METHODS The Atherosclerosis Risk in Communities (ARIC)-Neurocognitive Study collected detailed cognitive testing for adjudication of dementia and mild cognitive impairment (MCI), brain MRI, and arterial stiffness by pulse wave velocity (PWV, carotid-femoral [cfPWV] and heart-carotid [hcPWV]). The ARIC-PET ancillary study added Aβ imaging using florbetapir ([18F]-AV-45) to obtain standardized uptake volume ratios and defined global Aβ-positivity as standardized uptake volume ratio >1.2. One-SD increase in PWV was related to brain volume, MRI-defined cSVD (e.g., cerebral microbleeds and white matter hyperintensity), and cortical Aβ deposition adjusted for age, body mass index, sex, race, and APOE ε4 status. We examined the cross-sectional relationships including interactions by race, APOE ε4 status, and cognition. RESULTS Among the 320 ARIC-PET participants (76 [5] years, 45% black, 27% MCI), greater central stiffness (hcPWV) was associated with greater Aβ deposition (odds ratio [OR] = 1.31, 95% confidence interval [CI] 1.01-1.71). Greater central stiffness (cfPWV) was significantly associated with having lower brain volumes in Alzheimer disease-susceptible regions (in mm3, β = -1.5 [0.7 SD], p = 0.03) and high white matter hyperintensity burden (OR = 1.6, 95% CI 1.2-2.1). Furthermore, cfPWV was associated with a higher odds of concomitant high white matter hyperintensity and Aβ-positive scans (OR = 1.4, 95% CI 1.1-2.1). These associations were strongest among individuals with MCI and did not differ by race or APOE ε4 status. CONCLUSIONS Arterial stiffness, measured by PWV, is an emerging risk factor for dementia through its repeated relationships with cognition, cSVD, and Aβ deposition.
Collapse
Affiliation(s)
- Timothy M Hughes
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson.
| | - Lynne E Wagenknecht
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Suzanne Craft
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Akiva Mintz
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Gerardo Heiss
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Priya Palta
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Dean Wong
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Yun Zhou
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - David Knopman
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Thomas H Mosley
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| | - Rebecca F Gottesman
- From the Departments of Internal Medicine (T.M.H., S.C.) and Radiology (A.M.), and Division of Public Health Sciences (L.E.W.), Wake Forest School of Medicine, Winston-Salem, NC; Department of Epidemiology (G.H., P.P.), University of North Carolina at Chapel Hill; Departments of Radiology (D.W., Y.Z.) and Neurology (R.F.G.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Neurology (D.K.), Mayo Clinic, Rochester, MN; and Department of Medicine (T.H.M.), University of Mississippi Medical Center, Jackson
| |
Collapse
|
127
|
Joshu CE, Barber JR, Coresh J, Couper DJ, Mosley TH, Vitolins MZ, Butler KR, Nelson HH, Prizment AE, Selvin E, Tooze JA, Visvanathan K, Folsom AR, Platz EA. Enhancing the Infrastructure of the Atherosclerosis Risk in Communities (ARIC) Study for Cancer Epidemiology Research: ARIC Cancer. Cancer Epidemiol Biomarkers Prev 2018; 27:295-305. [PMID: 29263187 PMCID: PMC5835193 DOI: 10.1158/1055-9965.epi-17-0696] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Revised: 10/05/2017] [Accepted: 12/19/2017] [Indexed: 01/03/2023] Open
Abstract
Background: We describe the expansion of the Atherosclerosis Risk in Communities (ARIC) Study into a cancer cohort. In 1987 to 1989, ARIC recruited 15,792 participants 45 to 64 years old to be sex (55% female), race (27% black), and geographically diverse. ARIC has exceptional data collected during 6 clinical visits and calls every 6 months, repeated biospecimens, and linkage to Medicare claims data.Methods: We established a Cancer Coordinating Center to implement infrastructure activities, convened a Working Group for data use, leveraged ARIC staff and procedures, and developed protocols. We initiated a cancer-specific participant contact, added questions to existing contacts, obtained permission to collect medical records and tissue, abstracted records, linked with state cancer registries, and adjudicated cases and characterizing data.Results: Through 2012, we ascertained and characterized 4,743 incident invasive, first, and subsequent primary cancers among 4,107 participants and 1,660 cancer-related deaths. We generated a total cancer incidence and mortality analytic case file, and analytic case files for bladder, breast, colorectal, liver, lung, pancreas, and prostate cancer incidence, mortality, and case fatality. Adjudication of multiple data sources improved case records and identified cancers not identified via registries. From 2013 onward, we ascertain cases from self-report coupled with medical records. Additional cancer registry linkages are planned.Conclusions: Compared with starting a new cohort, expanding a cardiovascular cohort into ARIC Cancer was an efficient strategy. Our efforts yielded enhanced case files with 25 years of follow-up.Impact: Now that the cancer infrastructure is established, ARIC is contributing its unique features to modern cancer epidemiology research. Cancer Epidemiol Biomarkers Prev; 27(3); 295-305. ©2017 AACR.
Collapse
Affiliation(s)
- Corinne E Joshu
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - John R Barber
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland
| | - David J Couper
- Department of Biostatistics, University of North Carolina at Chapel Hill School of Global Public Health, Chapel Hill, North Carolina
| | - Thomas H Mosley
- Division of Geriatrics, University of Mississippi Medical Center, Jackson, Mississippi
- Division of Neurology, University of Mississippi Medical Center, Jackson, Mississippi
| | - Mara Z Vitolins
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Kenneth R Butler
- Division of Geriatrics, University of Mississippi Medical Center, Jackson, Mississippi
| | - Heather H Nelson
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Anna E Prizment
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland
| | - Janet A Tooze
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
| | - Aaron R Folsom
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland
- James Buchanan Brady Urological Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
128
|
Zhang J, Zhou W, Cassidy RM, Su H, Su Y, Zhang X. Risk factors for amyloid positivity in older people reporting significant memory concern. Compr Psychiatry 2018; 80:126-131. [PMID: 29091778 DOI: 10.1016/j.comppsych.2017.09.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Revised: 09/29/2017] [Accepted: 09/29/2017] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE The goal of this study is to identify risk factors for the presence of amyloid accumulation in the brains of patients reporting subjective cognitive decline (SCD). Identifying such risk factors will help better identify patients who ought to receive neuroimaging studies to confirm plaque presence and begin intervention, as well as enhancing the study of the pathogenesis of Alzheimer's disease. METHODS Ninety-nine SCD participants (72.2±5.6years, 57.6% female) from the Alzheimer's Disease Neuroimaging Initiative (ADNI) underwent florbetapir PET. Logistic regression analysis was conducted to examine the relationship between the presence of an increased amyloid signal (amyloid positivity) and several potential risk factors, including: demographics, APOE ε4 genotype, family history of dementia, history of hypertension, history of cigarettes smoking, cognitive function and depressive symptoms. RESULTS Being female was a significant risk factor for amyloid positivity (OR=4.915, 95% CI=1.709-14.139), as was being an APOE ε4 carrier (OR=2.985, 95% CI=1.084-8.219) and having a history of cigarette smoking (OR=4.091, 95% CI=1.483-11.285). CONCLUSION Our study demonstrates that female gender, APOE ε4 genotype, and history of cigarettes smoking are associated with amyloid positivity in patients with SCD.
Collapse
Affiliation(s)
- Jie Zhang
- Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Wenjun Zhou
- Department of Respiratory Medicine, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ryan M Cassidy
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Hang Su
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yindan Su
- The Affiliated High School to Hangzhou Normal University, Hangzhou, China
| | - Xiangyang Zhang
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA; Beijing HuiLongGuan Hospital, Peking University, Beijing, China.
| | | |
Collapse
|
129
|
Walker KA, Windham BG, Brown CH, Knopman DS, Jack CR, Mosley TH, Selvin E, Wong DF, Hughes TM, Zhou Y, Gross AL, Gottesman RF. The Association of Mid- and Late-Life Systemic Inflammation with Brain Amyloid Deposition: The ARIC-PET Study. J Alzheimers Dis 2018; 66:1041-1052. [PMID: 30400093 PMCID: PMC6263742 DOI: 10.3233/jad-180469] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Although inflammation has been implicated in the pathogenesis of Alzheimer's disease, the effects of systemic inflammation on brain amyloid deposition remain unclear. OBJECTIVE We examined the association of midlife and late-life systemic inflammation with late-life brain amyloid levels in a community sample of non-demented older adults from the Atherosclerosis Risk in Communities (ARIC) - PET Study. METHODS 339 non-demented participants (age: 75 [SD 5]) were recruited from the ARIC Study to undergo florbetapir PET (amyloid) imaging. Blood levels of high sensitivity C-reactive protein (CRP), a marker of systemic inflammation, were measured 22 years (Visit 2), 16 years (Visit 4), and up to 2 years before PET imaging (Visit 5). Elevated brain amyloid deposition (standardized uptake value ratio >1.2) was the primary outcome. RESULTS Our primary analyses found no association of midlife and late-life CRP with late-life brain amyloid levels. However, in secondary stratified analyses, we found that higher midlife (Visit 2) CRP was associated with elevated amyloid among males (OR 1.65, 95% CI: 1.13-2.42), and among white (OR 1.33, 95% CI: 1.02-1.75), but not African American, participants (p-interactions<0.05). Among male participants, those who maintained high CRP levels (≥3 mg/L) throughout mid- and late-life were most likely to have elevated brain amyloid (OR, 8.81; 95% CI: 1.23, 62.91). CONCLUSIONS Although our primary analysis does not support an association between systemic inflammation and brain amyloid deposition, we found evidence for sex- and race-dependent associations. However, findings from subgroup analyses should be interpreted with caution.
Collapse
Affiliation(s)
- Keenan A Walker
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - B Gwen Windham
- Department of Medicine, Division of Geriatrics, University of Mississippi Medical Center, Jackson, MS, USA
| | - Charles H Brown
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | | | - Thomas H Mosley
- Department of Medicine, Division of Geriatrics, University of Mississippi Medical Center, Jackson, MS, USA
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Dean F Wong
- Department of Radiology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatrics Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Yun Zhou
- Department of Radiology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Alden L Gross
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Rebecca F Gottesman
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| |
Collapse
|
130
|
Gottesman RF, Albert MS, Alonso A, Coker LH, Coresh J, Davis SM, Deal JA, McKhann GM, Mosley TH, Sharrett AR, Schneider ALC, Windham BG, Wruck LM, Knopman DS. Associations Between Midlife Vascular Risk Factors and 25-Year Incident Dementia in the Atherosclerosis Risk in Communities (ARIC) Cohort. JAMA Neurol 2017; 74:1246-1254. [PMID: 28783817 DOI: 10.1001/jamaneurol.2017.1658] [Citation(s) in RCA: 414] [Impact Index Per Article: 51.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Importance Vascular risk factors have been associated with cognitive decline. Midlife exposure to these factors may be most important in conferring late-life risk of cognitive impairment. Objectives To examine Atherosclerosis Risk in Communities (ARIC) participants in midlife and to explore associations between midlife vascular risk factors and 25-year dementia incidence. Design, Setting, and Participants This prospective cohort investigation of the Atherosclerosis Risk in Communities (ARIC) Study was conducted from 1987-1989 through 2011-2013. The dates of this analysis were April 2015 through August 2016. The setting was ARIC field centers (Washington County, Maryland; Forsyth County, North Carolina; Jackson, Mississippi; and Minneapolis suburbs, Minnesota). The study comprised 15 744 participants (of whom 27.1% were black and 72.9% white) who were aged 44 to 66 years at baseline. Main Outcomes and Measures Demographic and vascular risk factors were measured at baseline (obesity, smoking, diabetes, prehypertension, hypertension, and hypercholesterolemia) as well as presence of the APOE ε4 genotype. After the baseline visit, participants had 4 additional in-person visits, for a total of 5 in-person visits, hospitalization surveillance, telephone calls, and repeated cognitive evaluations. Most recently, in 2011-2013, through the ARIC Neurocognitive Study (ARIC-NCS), participants underwent a detailed neurocognitive battery, informant interviews, and adjudicated review to define dementia cases. Additional cases were identified through the Telephone Interview for Cognitive Status-Modified or informant interview, for participants not attending the ARIC-NCS visit, or by an International Classification of Diseases, Ninth Revision dementia code during a hospitalization. Fully adjusted Cox proportional hazards regression was used to evaluate associations of baseline vascular and demographic risk factors with dementia. Results In total, 1516 cases of dementia (57.0% female and 34.9% black, with a mean [SD] age at visit 1 of 57.4 [5.2] years) were identified among 15 744 participants. Black race (hazard ratio [HR], 1.36; 95% CI, 1.21-1.54), older age (HR, 8.06; 95% CI, 6.69-9.72 for participants aged 60-66 years), lower educational attainment (HR, 1.61; 95% CI, 1.28-2.03 for less than a high school education), and APOE ε4 genotype (HR, 1.98; 95% CI, 1.78-2.21) were associated with increased risk of dementia, as were midlife smoking (HR, 1.41; 95% CI, 1.23-1.61), diabetes (HR, 1.77; 95% CI, 1.53-2.04), prehypertension (HR, 1.31; 95% CI, 1.14-1.51), and hypertension (HR, 1.39; 95% CI, 1.22-1.59). The HR for dementia for diabetes was almost as high as that for APOE ε4 genotype. Conclusions and Relevance Midlife vascular risk factors are associated with increased risk of dementia in black and white ARIC Study participants. Further studies are needed to evaluate the mechanism of and opportunities for prevention of the cognitive sequelae of these risk factors in midlife.
Collapse
Affiliation(s)
- Rebecca F Gottesman
- Department of Neurology, The Johns Hopkins University, Baltimore, Maryland.,Department of Epidemiology, The Johns Hopkins University, Baltimore, Maryland
| | - Marilyn S Albert
- Department of Neurology, The Johns Hopkins University, Baltimore, Maryland
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Laura H Coker
- Division of Public Health Sciences, Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Josef Coresh
- Department of Epidemiology, The Johns Hopkins University, Baltimore, Maryland
| | - Sonia M Davis
- Department of Biostatistics, The University of North Carolina at Chapel Hill
| | - Jennifer A Deal
- Department of Epidemiology, The Johns Hopkins University, Baltimore, Maryland
| | - Guy M McKhann
- Department of Neurology, The Johns Hopkins University, Baltimore, Maryland
| | - Thomas H Mosley
- Department of Medicine, University of Mississippi Medical Center, Jackson
| | - A Richey Sharrett
- Department of Epidemiology, The Johns Hopkins University, Baltimore, Maryland
| | | | - B Gwen Windham
- Department of Medicine, University of Mississippi Medical Center, Jackson
| | - Lisa M Wruck
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | | |
Collapse
|
131
|
McDonough IM. Beta-amyloid and Cortical Thickness Reveal Racial Disparities in Preclinical Alzheimer's Disease. Neuroimage Clin 2017; 16:659-667. [PMID: 29868439 PMCID: PMC5984571 DOI: 10.1016/j.nicl.2017.09.014] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 08/13/2017] [Accepted: 09/20/2017] [Indexed: 01/06/2023]
Abstract
African Americans are two to four times more likely to develop dementia as Non-Hispanic Whites. This increased risk among African Americans represents a critical health disparity that affects nearly 43 million Americans. The present study tested the hypothesis that older African Americans with elevated beta-amyloid would show greater neurodegeneration (smaller hippocampal volumes and decreased cortical thickness) than older Non-Hispanic Whites with elevated beta-amyloid. Data from the Harvard Aging Brain Study (HABS) were used to form a group of older African Americans and two matched groups of Non-Hispanic White adults. Amyloid-positive African Americans had decreased cortical thickness in most of the Alzheimer's disease (AD) signature regions compared with amyloid-positive Non-Hispanic Whites. This factor was negatively correlated with age and white matter hypointensities. Using support vector regression, we also found some evidence that African Americans have an older "brain age" than Non-Hispanic Whites. These findings suggest that African Americans might be more susceptible to factors causing neurodegeneration, which then might accelerate the rate of a diagnosis of AD.
Collapse
Affiliation(s)
- Ian M. McDonough
- Department of Psychology, The University of Alabama, Tuscaloosa, AL 35487, USA
| |
Collapse
|
132
|
Gottesman RF, Schneider AL, Zhou Y, Coresh J, Green E, Gupta N, Knopman DS, Mintz A, Rahmim A, Sharrett AR, Wagenknecht LE, Wong DF, Mosley TH. Association Between Midlife Vascular Risk Factors and Estimated Brain Amyloid Deposition. JAMA 2017; 317:1443-1450. [PMID: 28399252 PMCID: PMC5921896 DOI: 10.1001/jama.2017.3090] [Citation(s) in RCA: 463] [Impact Index Per Article: 57.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
IMPORTANCE Midlife vascular risk factors have been associated with late-life dementia. Whether these risk factors directly contribute to brain amyloid deposition is less well understood. OBJECTIVE To determine if midlife vascular risk factors are associated with late-life brain amyloid deposition, measured using florbetapir positron emission tomography (PET). DESIGN, SETTING, AND PARTICIPANTS The Atherosclerosis Risk in Communities (ARIC)-PET Amyloid Imaging Study, a prospective cohort study among 346 participants without dementia in 3 US communities (Washington County, Maryland; Forsyth County, North Carolina; and Jackson, Mississippi) who have been evaluated for vascular risk factors and markers since 1987-1989 with florbetapir PET scans in 2011-2013. Positron emission tomography image analysis was completed in 2015. EXPOSURES Vascular risk factors at ARIC baseline (age 45-64 years; risk factors included body mass index ≥30, current smoking, hypertension, diabetes, and total cholesterol ≥200 mg/dL) were evaluated in multivariable models including age, sex, race, APOE genotype, and educational level. MAIN OUTCOMES AND MEASURES Standardized uptake value ratios (SUVRs) were calculated from PET scans and a mean global cortical SUVR was calculated. Elevated florbetapir (defined as a SUVR >1.2) was the dependent variable. RESULTS Among 322 participants without dementia and with nonmissing midlife vascular risk factors at baseline (mean age, 52 years; 58% female; 43% black), the SUVR (elevated in 164 [50.9%] participants) was measured more than 20 years later (median follow-up, 23.5 years; interquartile range, 23.0-24.3 years) when participants were between 67 and 88 (mean, 76) years old. Elevated body mass index in midlife was associated with elevated SUVR (odds ratio [OR], 2.06; 95% CI, 1.16-3.65). At baseline, 65 participants had no vascular risk factors, 123 had 1, and 134 had 2 or more; a higher number of midlife risk factors was associated with elevated amyloid SUVR at follow-up (30.8% [n = 20], 50.4% [n = 62], and 61.2% [n = 82], respectively). In adjusted models, compared with 0 midlife vascular risk factors, the OR for elevated SUVR associated with 1 vascular risk factor was 1.88 (95% CI, 0.95-3.72) and for 2 or more vascular risk factors was 2.88 (95% CI, 1.46-5.69). No significant race × risk factor interactions were found. Late-life vascular risk factors were not associated with late-life brain amyloid deposition (for ≥2 late-life vascular risk factors vs 0: OR, 1.66; 95% CI, 0.75-3.69). CONCLUSIONS AND RELEVANCE An increasing number of midlife vascular risk factors was significantly associated with elevated amyloid SUVR; this association was not significant for late-life risk factors. These findings are consistent with a role of vascular disease in the development of Alzheimer disease.
Collapse
Affiliation(s)
- Rebecca F. Gottesman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | | | - Yun Zhou
- Department of Radiology, Section of High Resolution Brain PET Imaging, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Edward Green
- Department of Radiology, University of Mississippi Medical Center, Jackson, MS
| | | | | | - Akiva Mintz
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Arman Rahmim
- Department of Radiology, Section of High Resolution Brain PET Imaging, Johns Hopkins University School of Medicine, Baltimore, MD
| | - A. Richey Sharrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Lynne E. Wagenknecht
- Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Dean F. Wong
- Department of Radiology, Section of High Resolution Brain PET Imaging, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD
- Department of Environmental Health Sciences, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Thomas H. Mosley
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS
| |
Collapse
|
133
|
Bosetti F, Galis ZS, Bynoe MS, Charette M, Cipolla MJ, Del Zoppo GJ, Gould D, Hatsukami TS, Jones TLZ, Koenig JI, Lutty GA, Maric-Bilkan C, Stevens T, Tolunay HE, Koroshetz W. "Small Blood Vessels: Big Health Problems?": Scientific Recommendations of the National Institutes of Health Workshop. J Am Heart Assoc 2016; 5:JAHA.116.004389. [PMID: 27815267 PMCID: PMC5210346 DOI: 10.1161/jaha.116.004389] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Francesca Bosetti
- National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, MD
| | - Zorina S Galis
- National Heart, Lung and Blood Institute, National Institutes of Health (NIH), Bethesda, MD
| | | | - Marc Charette
- National Heart, Lung and Blood Institute, National Institutes of Health (NIH), Bethesda, MD
| | | | | | | | | | - Teresa L Z Jones
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health (NIH), Bethesda, MD
| | - James I Koenig
- National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, MD
| | | | - Christine Maric-Bilkan
- National Heart, Lung and Blood Institute, National Institutes of Health (NIH), Bethesda, MD
| | | | - H Eser Tolunay
- National Heart, Lung and Blood Institute, National Institutes of Health (NIH), Bethesda, MD
| | - Walter Koroshetz
- National Institute of Neurological Disorders and Stroke, National Institutes of Health (NIH), Bethesda, MD
| | | |
Collapse
|