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Lin F, Pa J, Karim R, Hodis HN, Han SD, Henderson VW, St John JA, Mack WJ. Subclinical carotid artery atherosclerosis and cognitive function in older adults. Alzheimers Res Ther 2022; 14:63. [PMID: 35526057 PMCID: PMC9077926 DOI: 10.1186/s13195-022-00997-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 04/02/2022] [Indexed: 12/01/2022]
Abstract
Background The combined effects of increased life expectancy and the considerable number of persons reaching old age will magnify the dementia epidemic in the USA. Demonstration that subclinical atherosclerosis precedes and is associated with cognitive impairment suggests a modifiable risk factor for age-associated cognitive impairment and dementia. The purpose of this study is to determine whether subclinical atherosclerosis as measured by carotid artery intima-media thickness (CIMT) is associated with changes in cognitive function over time in older adults. Methods This study combined longitudinal data from three clinical trials conducted between 2000 and 2013: the B-Vitamin Atherosclerosis Intervention Trial (BVAIT), the Women’s Isoflavone Soy Health (WISH) trial, and the Early versus Late Intervention Trial with Estradiol (ELITE). Participants were recruited from the general population in the Greater Los Angeles area and were free of cardiovascular disease and diabetes; no cognitive or psychiatric exclusion criteria were specified. The same standardized protocol for ultrasound image acquisition and measurement of CIMT was used in all trials. CIMT measurements performed at baseline and 2.5 years were used in these analyses. Cognitive function was assessed at baseline and 2.5 years using a battery of 14 standardized cognitive tests. All clinical trials were conducted at the University of Southern California Atherosclerosis Research Unit, Los Angeles, and had at least 2.5 years of cognitive follow-up. Results A total of 308 men and 1187 women, mean age of 61 years, were included in the combined longitudinal dataset for the primary analysis. No associations were found between CIMT and cognitive function at baseline or at 2.5 years. There was a weak inverse association between CIMT measured at baseline and change in global cognition assessed over 2.5 years (β (SE) = − 0.056 (0.028) units per 0.1 mm CIMT, 95% CI − 0.110, − 0.001, p = 0.046). No associations between CIMT at baseline and changes in executive function, verbal memory, or visual memory were found. Conclusions In this sample of healthy older adults, our findings suggest an association between subclinical atherosclerosis and change in global cognitive function over 2.5 years. Stronger associations were observed longitudinally over 2.5 years than cross-sectionally. When analysis was stratified by age group (<65 and ≥65 years old), the inverse association remained statistically significant for participants in the older age group. Subclinical atherosclerosis of the carotid artery may be a modifiable correlate of cognitive decline in middle and older age. Trial registration BVAIT, NCT00114400. WISH, NCT00118846. ELITE, NCT00114517.
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Affiliation(s)
- Felice Lin
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Soto Street Building Suite 202Y, 2001 North Soto St, Los Angeles, CA, 90089, USA.
| | - Judy Pa
- Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA, USA
| | - Roksana Karim
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Soto Street Building Suite 202Y, 2001 North Soto St, Los Angeles, CA, 90089, USA.,Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard N Hodis
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Soto Street Building Suite 202Y, 2001 North Soto St, Los Angeles, CA, 90089, USA.,Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - S Duke Han
- Department of Family Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Neurology, University of Southern California, Los Angeles, CA, USA.,Department of Psychology, University of Southern California, Los Angeles, CA, USA.,School of Gerontology, University of Southern California, Los Angeles, CA, USA
| | - Victor W Henderson
- Departments of Epidemiology and Population Health and of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Jan A St John
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Soto Street Building Suite 202Y, 2001 North Soto St, Los Angeles, CA, 90089, USA.,Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wendy J Mack
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Soto Street Building Suite 202Y, 2001 North Soto St, Los Angeles, CA, 90089, USA.,Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,School of Gerontology, University of Southern California, Los Angeles, CA, USA
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Hodis HN, Mack WJ, Meiselman HJ, Kalra V, Liebman H, Hwang-Levine J, Dustin L, Kono N, Mert M, Wenby RB, Huesca E, Rochanda L, Li Y, Yan M, St John JA, Whitfield L. Nattokinase atherothrombotic prevention study: A randomized controlled trial. Clin Hemorheol Microcirc 2021; 78:339-353. [PMID: 33843667 DOI: 10.3233/ch-211147] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Described to be antithrombotic and antihypertensive, nattokinase is consumed for putative cardiovascular benefit. However, no large-scale, long-term cardiovascular study has been conducted with nattokinase supplementation. OBJECTIVE To determine the effect of nattokinase on subclinical atherosclerosis progression and atherothrombotic biomarkers. METHODS In this double-blinded trial, 265 individuals of median age 65.3 years, without clinical evidence of cardiovascular disease (CVD) were randomized to oral nattokinase 2,000 fibrinolytic units or matching placebo. Primary outcome was rate of change in subclinical atherosclerosis measured by serial carotid ultrasound every 6 months as carotid artery intima-media thickness (CIMT) and carotid arterial stiffness (CAS). Additional outcomes determined at least every 6 months were clinical parameters including blood pressure and laboratory measures including metabolic factors, blood rheology parameters, blood coagulation and fibrinolysis factors, inflammatory markers and monocyte/macrophage cellular activation markers. RESULTS After median 3 years of randomized treatment, annualized rate of change in CIMT and CAS did not significantly differ between nattokinase supplementation and placebo. Additionally, there was no significant effect of nattokinase supplementation on blood pressure or any laboratory determination. CONCLUSIONS Results of this trial show that nattokinase supplementation has a null effect on subclinical atherosclerosis progression in healthy individuals at low risk for CVD.
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Affiliation(s)
- Howard N Hodis
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Medicine, Keck School of Medicine, University of Southern California, CA, Los Angeles, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wendy J Mack
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Herbert J Meiselman
- Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Vijay Kalra
- Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard Liebman
- Department of Medicine, Keck School of Medicine, University of Southern California, CA, Los Angeles, USA
| | - Juliana Hwang-Levine
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Medicine, Keck School of Medicine, University of Southern California, CA, Los Angeles, USA
| | - Laurie Dustin
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Naoko Kono
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Melissa Mert
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rosalinda B Wenby
- Department of Physiology and Biophysics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Emiliano Huesca
- Department of Biochemistry and Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Leanne Rochanda
- Department of Medicine, Keck School of Medicine, University of Southern California, CA, Los Angeles, USA
| | - Yanjie Li
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mingzhu Yan
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Jan A St John
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Lora Whitfield
- Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Henderson VW, St John JA, Hodis HN, McCleary CA, Stanczyk FZ, Shoupe D, Kono N, Dustin L, Allayee H, Mack WJ. Cognitive effects of estradiol after menopause: A randomized trial of the timing hypothesis. Neurology 2016; 87:699-708. [PMID: 27421538 DOI: 10.1212/wnl.0000000000002980] [Citation(s) in RCA: 133] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 05/10/2016] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE To test the hypothesis that effects of estrogen-containing hormone therapy on cognitive abilities differ between postmenopausal women near to, and further from, menopause. METHODS In this randomized, double-blind, placebo-controlled trial, healthy women within 6 years of menopause or 10+ years after menopause were randomly assigned to oral 17β-estradiol 1 mg/d or placebo. Women with a uterus received cyclic micronized progesterone vaginal gel or placebo. The primary outcome assessed at 2.5 and 5 years, compared between treatment groups, was change in a standardized composite of neuropsychological test scores assessing verbal episodic memory. Secondary outcomes assessed executive functions and global cognition. RESULTS A total of 567 women were included in modified intention-to-treat analyses after a mean treatment duration of 57 months. For verbal memory, the mean estradiol minus placebo standardized difference in composite scores (-0.06, 95% confidence interval -0.22 to 0.09) was not significant (2-tailed p = 0.33). Differences were similar in early and late postmenopause groups (2-tailed interaction p = 0.88). Interactions between postmenopause groups and differences between treatment groups were not significant for executive functions or global cognition. CONCLUSIONS Estradiol initiated within 6 years of menopause does not affect verbal memory, executive functions, or global cognition differently than therapy begun 10+ years after menopause. Estradiol neither benefits nor harms these cognitive abilities regardless of time since menopause. CLASSIFICATION OF EVIDENCE This study provides Class I evidence that estradiol initiated within 6 years of menopause does not affect cognition at 2.5 years differently than estradiol initiated 10+ years after menopause.
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Affiliation(s)
- Victor W Henderson
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles.
| | - Jan A St John
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Howard N Hodis
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Carol A McCleary
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Frank Z Stanczyk
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Donna Shoupe
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Naoko Kono
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Laurie Dustin
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Hooman Allayee
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
| | - Wendy J Mack
- From the Departments of Health Research & Policy (Epidemiology) and Neurology & Neurological Sciences (V.W.H.), Stanford University; Atherosclerosis Research Unit (J.A.S., H.N.H., N.K., L.D., H.A., W.J.M.) and Departments of Preventive Medicine (J.A.S., H.N.H., F.Z.S., N.K., L.D., H.A., W.J.M.), Medicine (H.N.H.), Neurology (C.A.M.), and Obstetrics and Gynecology (F.Z.S., D.S.), Keck School of Medicine, and Department of Molecular Pharmacology and Toxicology, School of Pharmacy (H.N.H.), University of Southern California, Los Angeles
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Rettberg JR, Dang H, Hodis HN, Henderson VW, St John JA, Mack WJ, Brinton RD. Identifying postmenopausal women at risk for cognitive decline within a healthy cohort using a panel of clinical metabolic indicators: potential for detecting an at-Alzheimer's risk metabolic phenotype. Neurobiol Aging 2016; 40:155-163. [PMID: 26973115 DOI: 10.1016/j.neurobiolaging.2016.01.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2015] [Revised: 01/08/2016] [Accepted: 01/21/2016] [Indexed: 12/20/2022]
Abstract
Detecting at-risk individuals within a healthy population is critical for preventing or delaying Alzheimer's disease. Systems biology integration of brain and body metabolism enables peripheral metabolic biomarkers to serve as reporters of brain bioenergetic status. Using clinical metabolic data derived from healthy postmenopausal women in the Early versus Late Intervention Trial with Estradiol (ELITE), we conducted principal components and k-means clustering analyses of 9 biomarkers to define metabolic phenotypes. Metabolic clusters were correlated with cognitive performance and analyzed for change over 5 years. Metabolic biomarkers at baseline generated 3 clusters, representing women with healthy, high blood pressure, and poor metabolic phenotypes. Compared with healthy women, poor metabolic women had significantly lower executive, global and memory cognitive performance. Hormone therapy provided metabolic benefit to women in high blood pressure and poor metabolic phenotypes. This panel of well-established clinical peripheral biomarkers represents an initial step toward developing an affordable, rapidly deployable, and clinically relevant strategy to detect an at-risk phenotype of late-onset Alzheimer's disease.
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Affiliation(s)
- Jamaica R Rettberg
- Neuroscience Department, University of Southern California, Los Angeles, CA, USA
| | - Ha Dang
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA
| | - Howard N Hodis
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA, USA
| | - Victor W Henderson
- Division of Epidemiology, Department of Health Research and Policy, Stanford University, Stanford, CA, USA; Department of Neurology & Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Jan A St John
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Wendy J Mack
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA; Department of Medicine, Atherosclerosis Research Unit, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Roberta Diaz Brinton
- Neuroscience Department, University of Southern California, Los Angeles, CA, USA; Department of Pharmacology and Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA, USA; Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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St John JA, Henderson VW, Hodis HN, Kono N, McCleary CA, Franke AA, Mack WJ. Associations between urine excretion of isoflavonoids and cognition in postmenopausal women in the Women's Isoflavone Soy Health clinical trial. J Am Geriatr Soc 2014; 62:629-35. [PMID: 24617349 DOI: 10.1111/jgs.12752] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
OBJECTIVES To determine effect of change in urine excretion of isoflavonoids on cognitive change. DESIGN Post hoc analysis of isoflavonoid exposure (mean 2.7 years) during the randomized, placebo-controlled, double-blind Women's Isoflavone Soy Health trial. SETTING General community. PARTICIPANTS Healthy postmenopausal women (N = 350). INTERVENTION Twenty-five grams of isoflavone-rich soy protein (91 mg of aglycone weight isoflavones: 52 mg genistein, 36 mg daidzein, 3 mg glycitein) or milk protein-matched placebo provided daily. MEASUREMENTS Overnight urine excretion, fasting plasma levels of isoflavonoids, and cognitive function measured at baseline and endpoint. RESULTS Three hundred women (age: mean 61, range 45-92) completed both cognitive assessments and did not use hormone replacement therapy during the trial. Mean on-trial change from baseline in urine excretion of isoflavonoids was not significantly associated with change in a composite score of global cognition (P = .39). Secondary analyses indicated that change in urine excretion of isoflavonoids was inversely associated with change in a factor score representing general intelligence (P = .02) but not with factor scores representing verbal or visual episodic memory. Mean differences in this general intelligence factor score between women in the lowest and highest quartiles of isoflavonoid change were equivalent to an approximate 4.4-year age-associated decline. Analyses based on plasma isoflavonoid levels yielded similar but attenuated results. CONCLUSION In healthy postmenopausal women, long-term changes in isoflavonoids are not associated with global cognition, supporting clinical trial results, although greater isoflavonoid exposure from dietary supplements is associated with decrements in general intelligence but not memory; this finding requires confirmation in future studies.
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Affiliation(s)
- Jan A St John
- Atherosclerosis Research Unit, University of Southern California, Los Angeles, California; Department of Preventive Medicine, University of Southern California, Los Angeles, California
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Gatto NM, Henderson VW, Hodis HN, St John JA, Lurmann F, Chen JC, Mack WJ. Components of air pollution and cognitive function in middle-aged and older adults in Los Angeles. Neurotoxicology 2013; 40:1-7. [PMID: 24148924 DOI: 10.1016/j.neuro.2013.09.004] [Citation(s) in RCA: 170] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2013] [Revised: 09/09/2013] [Accepted: 09/19/2013] [Indexed: 12/17/2022]
Abstract
While experiments in animals demonstrate neurotoxic effects of particulate matter (PM) and ozone (O3), epidemiologic evidence is sparse regarding the relationship between different constituencies of air pollution mixtures and cognitive function in adults. We examined cross-sectional associations between various ambient air pollutants [O3, PM2.5 and nitrogen dioxide (NO2)] and six measures of cognitive function and global cognition among healthy, cognitively intact individuals (n=1496, mean age 60.5 years) residing in the Los Angeles Basin. Air pollution exposures were assigned to each residential address in 2000-06 using a geographic information system that included monitoring data. A neuropsychological battery was used to assess cognitive function; a principal components analysis defined six domain-specific functions and a measure of global cognitive function was created. Regression models estimated effects of air pollutants on cognitive function, adjusting for age, gender, race, education, income, study and mood. Increasing exposure to PM2.5 was associated with lower verbal learning (β=-0.32 per 10 μg/m(3) PM2.5, 95% CI=-0.63, 0.00; p=0.05). Ambient exposure to NO2 >20 ppb tended to be associated with lower logical memory. Compared to the lowest level of exposure to ambient O3, exposure above 49 ppb was associated with lower executive function. Including carotid artery intima-media thickness, a measure of subclinical atherosclerosis, in models as a possible mediator did not attenuate effect estimates. This study provides support for cross-sectional associations between increasing levels of ambient O3, PM2.5 and NO2 and measures of domain-specific cognitive abilities.
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Affiliation(s)
- Nicole M Gatto
- Department of Epidemiology, Biostatistics & Population Medicine, School of Public Health, Loma Linda University, Loma Linda, CA, USA.
| | - Victor W Henderson
- Department of Health Research & Policy (Epidemiology), Stanford University, Stanford, CA, USA; Department of Neurology & Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Howard N Hodis
- Department of Preventive Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA; Atherosclerosis Research Unit, Department of Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA
| | - Jan A St John
- Department of Preventive Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA; Atherosclerosis Research Unit, Department of Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA
| | | | - Jiu-Chiuan Chen
- Department of Preventive Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA
| | - Wendy J Mack
- Department of Preventive Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA; Atherosclerosis Research Unit, Department of Medicine, Keck School of Medicine, USC, Los Angeles, CA, USA
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Gatto NM, Henderson VW, St John JA, McCleary C, Hodis HN, Mack WJ. Metabolic syndrome and cognitive function in healthy middle-aged and older adults without diabetes. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn 2008; 15:627-41. [PMID: 18608045 DOI: 10.1080/13825580802036936] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE Few studies have addressed whether the metabolic syndrome (MetS) and its individual components are associated with cognitive function in middle-aged and older populations, as well as whether specific areas of cognition are more affected than others. We examined the cross-sectional association between MetS and six areas of cognitive function in healthy cognitively intact adults without diabetes (n = 853, mean age 61 years) randomized in two intervention trials. METHODS The National Cholesterol Education Program (NCEP) criteria were used to identify subjects with MetS. Cognitive function was assessed with a neuropsychological battery. A principal components analysis was used to extract five uncorrelated factors interpreted to represent five areas of cognition, and a measure of global cognition was calculated. RESULTS MetS was weakly but non-significantly associated with lower verbal learning (beta = -.14 [SE(beta) = 0.09], p = .15). As the number of MetS criteria increased, scores on global cognition (p trend = .01), verbal learning (p trend = .06) and semantic memory (p trend = .04) decreased. Hypertension was the only MetS risk factor that was independently correlated with lower verbal learning (beta = -.17 [SE(beta) = 0.08], p = .04), semantic memory (beta = -.26 [SE(beta) = 0.08], p = .001) and global cognition (beta = -.15 [SE(beta) = 0.07], p = .04). CONCLUSION This study adds to the evidence of an association between MetS and lower cognitive function among healthy middle-aged and older adults without CVD and diabetes, as well as confirms the correlation between hypertension and lower cognition.
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Affiliation(s)
- Nicole M Gatto
- Department of Preventive Medicine, USC Keck School of Medicine, Los Angeles, CA 90089-9010, USA
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