Dementia and Alzheimer’s disease

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Chapter 11 Dementia and Alzheimer’s disease

With contribution from Dr Andrew Pipingas and Ms Danielle Sestito

Introduction

The dementias are conditions that co-occur with, but are not necessarily caused by, increasing age. They cause marked deterioration of cognitive abilities such as memory, reasoning and judgment abilities and, often as a consequence, physical deterioration (such as severe weight loss in individuals who cannot care for themselves), and poor emotional control and mood problems. The dementias are distinct from normal cognitive impairment due to ageing, with many of the progressive dementias ultimately fatal as the brain deterioration eventually causes physical shutdown. Alzheimer’s dementia (AD) is the most common cause of senile dementia, accounting for about 50% of all cases.1 Other dementias include Lewy Body dementia, frontotemporal dementias, vascular dementia, and sub-cortical degenerative dementias. Dementia can also be caused by exposure to toxins (alcohol or toxic medications), brain trauma, and infections (such as Lyme disease and AIDS). Currently, although there are pharmaceutical therapies which help relieve some of the symptoms of AD, there is still no cure for the disease or definite prevention model. Due to the emotional and financial costs of the disorder to patients and society, as well as the increasing ageing population and limitations of care facilities available, it is important that more is understood about prevention and treatment for the dementias.

Table 11.1 summarises the cognitive, physical and emotional symptoms in dementias.

Table 11.1 The spectrum of symptoms in the dementias1, 2

Cognitive symptoms Physical and emotional symptoms
Memory impairment — including prospective, remote, working, and recent memory Personality change
Aggression
Word-finding deficit Depression and anxiety
Executive dysfunction Agitation
Visuospatial problems (agnosias) Paranoia and delusions
Apraxia Wandering
Delirium Sleep disturbances
Language impairment Weight loss

Incidence and prevalence

A recent (2007) study on an American cohort found that about 13% of those older than 70 years had dementia.3 The proportion of Americans over 70 years who had AD specifically was 9.7% (comprising almost 75% of all dementia cases within that cohort). They also found that the prevalence of dementia was related to age, with individuals aged between 71–79 years having a 5% prevalence, however, in individuals over 90 years the prevalence increased to 37.4%.

A recent Australian study, published in 2008, reported about 5.6% of males and 6% of females between 70–79 years have dementia. For those aged between 85–89 years, the prevalence in males is 12.8% and females, 20.2%.4 Similar to the American study, they found prevalence markedly increased again for those aged over 90 years, with dementia seen in 22.1% of males and 30.8% of females.4 Generally, the risk of developing dementia in middle age is very low (the risk is only about 1% for those who are 65) and then increases rapidly with increasing age.1 Consistent with many countries with ageing populations, in Australia the prevalence of dementia is expected to increase fourfold by the year 2050, impacting significantly on the community, both financially and socially.5

Because the current pharmacological treatments available for the progressive dementias are of limited efficacy, much research effort has also been directed to alternative and natural therapies that the patient can explore for reducing both cognitive and emotional/physical symptoms of dementia. Additionally, due to cross-cultural evidence findings indicating lower dementia prevalence rates among certain cultures in comparison to more Westernised countries, holistic, lifestyle approaches are offered as potential prevention initiatives. While many of the results appear promising, there is need for high-quality research to be conducted. This chapter will explore the evidence for lifestyle and non-pharmaceutical therapies that may benefit dementia and cognitive decline.

Risk factors

Lifestyle — general

Obesity and high body mass index

Previous studies have shown risk factors associated with coronary disease, stroke, or other vascular disease also predict dementia. The research outcomes from a number of studies confirm an association between obesity in middle age and future risk of dementia.

Two longitudinal population-based studies support the link between mid-life obesity and later life dementia. One study analysed health data from 10 276 men and women who were aged between 40–45 when they underwent detailed health evaluations during the period of 1964 to 1973.6 Upon re-evaluation in later life, it was found that the mid-life weight–dementia risk link appeared to be linear, with obese individuals (those with a Body Mass Index [BMI] calculation >30), having a 74% increased risk of dementia and overweight individuals (with a BMI range of 25–29) having a 35% greater dementia risk in comparison to individuals who were within the normal BMI range. Another study followed a sample of 7402 men who were aged between 47–55 when they attended medical exams during 1970–1973. They underwent a follow-up exam in 1998 and these results displayed a similar pattern to the previous research after controlling for smoking, socioeconomic status, blood pressure, diabetes and serum cholesterol.7 They found that those individuals with higher BMI (22.50–24.99) had a substantially increased dementia risk than those who had low to normal BMI (20.00–22.49) at mid-life. The results from these studies suggest that obesity in mid-life may pose a substantial risk for developing dementia in later life above and beyond other risk factors (such as smoking and cholesterol).

Interestingly, the results of an American cardiovascular health study yielded different results.8 While this study also measured the link between mid-life weight and dementia, it also compared obesity in late-life with dementia. While the 2798 participants initially evaluated were found to be free from dementia in mid-life, they observed, in line with other studies, that those who were overweight or obese initially had a higher risk of developing dementia in later life. However, the study prospectively followed participants for a follow-up evaluation and found that in later life, a BMI within the normal range was associated with a higher risk of dementia, while a higher BMI was unrelated to increased dementia risk. The authors concluded that this reverse effect in later life was a reflection of the physical changes that occur in demented individuals as they approach a disabled status. This finding is supported by other studies which show that higher baseline BMI and slower declining BMI during later life is associated with a reduced risk of dementia.9

Alcohol intake

A longitudinal study of an elderly community sample free of dementia at baseline looked at cognitive functions and self-reported drinking habits. Drinking habits were assessed every 2 years and were followed for an average of 7 years.10 Cognitive measures were compared across 3 groups categorised using self-reported drinking habits. The groups compared were: no drinking, minimal drinking and moderate drinking. Interestingly they observed that mild to moderate drinking was associated with lesser declines in learning and memory tests compared with those who abstained from alcohol completely. This relationship was found to be more pronounced when comparing those who had always consumed alcohol or those who no longer drank alcohol to those who had abstained from alcohol consumption over a lifetime.10

A recent systematic review and meta-analysis of 23 studies (mainly epidemiological in nature) also concluded that small amounts of alcohol in earlier adult life may be protective against developing dementia (risk ratio [RR] 0.63; 95% CI 0.53–0.75) and Alzheimer’s disease (RR 0.57; 0.44–0.74) later in life, and less for vascular dementia (RR 0.82; 0.50–1.35) or cognitive decline (RR 0.89; 0.67–1.17).11

Environment

Smoking

Researchers from The Netherlands studied the effect of smoking on cognitive decline over a 5-year period at middle age (43–70 years). They found that among smokers, as numbers of cigarettes smoked and number of years spent smoking increased, functioning in a number of cognitive indices declined.12 Another study found that having stiff lungs, which impairs an individual’s ability to blow out a large volume of air quickly, was associated with increased risk of dementia.13 Additionally, a recent stratified random sample study of non-smokers found a relationship between exposure to second-hand smoke and cognitive decline.14

Sunshine — vitamin D deficiency

Generally, low serum vitamin D levels have been shown to be linked to dementia and poorer performance on cognitive tasks. Vitamin D deficiency is common in the elderly, particularly as they spend more time indoors, especially with hospitalisation and institutionalisation.The majority of cross-sectional research has found a correlation between vitamin D serum levels and cognitive function with low serum 25-hydroxvitamin D concentration being associated with increased probability of cognitive impairment.1518 Similarly, low vitamin D status has been linked to higher risk of dementia. Individuals with normal cognitive function had higher levels of serum 25(OH) D than those who were cognitively impaired. Those with lowest serum level concentrations were 4 times more likely to be demented. Interestingly, there has been mixed results with 1 cross-sectional study revealing that between different age ranges, the relationship between levels of vitamin D and cognitive performance is different.19 They found that for younger age groups there was no relationship between vitamin D status and cognition, however in elderly age groups they found an opposite effect; that those with the highest level of serum vitamin D had the largest impairment on the task (4809 participants were in this age group). It must be noted, however, that in this sample while the participants were representative of their age group, none had dementia. Recently, a study found that vitamin D status was a better predictor of dementia than the more commonly evaluated BMI or serum albumin.20 One very large scale study (the European Male Ageing Study, EMAS) which evaluated 3369 men aged 40–79 found that serum vitamin D was related to cognitive performance.21 They observed that those with higher serum 25-hydroxyvitamin D levels had better performance in a number of cognitive measures than individuals with lower serum levels, and this effect was observed particularity in older participants.

Generally, large-scale reviews of the relationships between vitamin D and dementia conclude Ethat findings remain unclear, biological plausibility of relationship is supported, and thus there is an argument for the need for long-term, well-designed trials22.

Mind—body medicine

Education

Research has found that attaining a higher education is an independent protective factor for dementia and cognitive decline, however this has been debated.26 On the other hand, studies investigating later-life cognitive stimulation practices for individuals who were already demented improved some cognitive domains as well as the individual’s quality of life when compared to individuals who received their regular treatment in the absence of cognitive stimulation.27 This result has been mirrored in prospective studies within non-clinical populations, where older individuals (75 years +) with increased cognitive activity during their leisure activities show reduced risk of developing mild cognitive impairment.28

Work complexity

A case-control study, controlling for age, gender, and level of education found that the more complex the work (either with people or with data) was associated with reduced risk of AD.29 The study included 10 079 members of the population-based Swedish Twin Registry who were participants in the HARMONY study. They analysed data with case-control and co-twin control designs. The co-twin control design provides control over genetic and familial factors.

Pets

A recent review summarised 9 studies that investigated dog therapy for older people with dementia residing within residential aged care.31 The most common findings were substantial decreases in agitated episodes and increased socialisation during dog contact. Interestingly, the improvements seen in social behaviour were unrelated to dementia severity. Additionally, improvements on various measures of overall function were also observed in those receiving dog therapy.

Personality

Personality testing found Japanese centenarians have optimistic attitudes, adaptability, and an easy-going approach to life.32 Strong social integration and a deep spirituality were particularly evident among older women when in their prime of life. They scored low when it came to feelings of ‘time urgency’ and ‘tension’ and high in ‘self-confidence’ and ‘unyieldingness.’

In another study, investigators linked high neuroticism, a personality trait, to dementia.33 They assessed the personality traits among 506 dementia-free individuals participating as part of the Kungsholmen Project (Sweden) and prospectively followed them for 6 years on average. The main trends observed were for participants scoring lowest in trait neuroticism and combined with high trait extraversion were associated with reduced risk of dementia. Additionally, it was also observed that in individuals who were socially isolated, even low neuroticism alone was associated with decreased dementia risk.

Nutritional influences

Mediterranean diet

There is converging evidence that composite dietary patterns such as the Mediterranean diet are related to lower risk for cardiovascular disease, several forms of cancer, and overall mortality. The Mediterranean diet is generally comprised of a high intake of fruit, vegetables, legumes and grains, preferring fish to red meat, mainly cooking with olive oil and the consumption of a moderate amount of red wine.40 A recent review concluded that essential components of the Mediterranean diet, including poly-unsaturated fatty acids (PUFA’s), cereals and wine, seem to be protective against cognitive decline.41 A study prospectively evaluated 2258 community-based non-demented individuals in New York every 1.5 years, and found that higher adherence to the Mediterranean diet is associated with a reduction in risk for AD.42 A multiethnic community study using Cox proportional hazards method found that higher adherence to the Mediterranean diet is associated with a trend for reduced risk of developing MCI and with reduced risk of MCI conversion to AD.43

Green tea

In analysis of cross-sectional data from a community-based Comprehensive Geriatric Assessment, Japanese researchers examined the association between green tea consumption and cognitive function in humans.44 The assessment comprised 1003 individuals aged 70 years or older, who answered self-report questions about the frequency of green tea consumption. The participants had their cognitive function evaluated, scored using the Mini-Mental State Examination (MMSE). The research observed that the higher consumption of green tea, the lower the prevalence of cognitive impairment. Interestingly, the findings for green tea were highly statistically significant whereas a similar analysis for black or oolong tea and coffee was not statistically significant. Currently, however, there is a lack of substantial clinical trials or long-term prospective design studies, which need to be carried out in order to make any definitive claims for green tea.

Caffeine

Caffeine is a drug which is very widely consumed, in the Western world. Previous experimental models have demonstrated some neuroprotective effects of caffeine at low doses when administered chronically.45 Subsequent research has investigated the association between caffeine consumption in midlife and AD in late life, with mixed results. One study reported mid-life caffeine consumption to be inversely related to AD while controlling for other variables.46, 47 In a more recent study, the lowest risk of Alzheimer’s disease was found in individuals who consumed on average 3–5 cups of coffee per day in midlife.46 A prospective study into the effects of caffeine consumption over a 2 and 4 year follow-up found that only in women was high daily consumption of caffeine associated with reduced cognitive decline in some measures.48 The research surrounding caffeine as a possible preventative for later life dementia is lacking and requires larger, long-term studies before any definitive claims can be made.

Nutritional deficiency

Nutrient deficiency is common in the elderly and may impact adversely on cognition and memory.49, 50, 51 For example, older individuals generally spend less time outdoors and are more likely to be deficient in vitamin D, but those individuals who maintain an outdoor life into older age retain serum vitamin D levels similar to individuals of younger ages.52 Additionally, research has shown that some essential nutrients are unable to be taken up through food source alone in older individuals, particularly for those in care.53 The elderly who have a limited range of foods (e.g. tea and toast), those with dentures limiting proper chewing and those on medication and suffering diseases are also more prone to nutrient deficiencies. Given the relationship between nutrient deficiency and cognitive decline it is therefore prudent to maintain adequate nutrient levels in middle to later life and blood screening is advisable to assess nutrient levels such as vitamin B6, B12, folate, vitamin D and magnesium.51

Magnesium deficiency

Previous studies have suggested that magnesium may be a useful dietary supplement in the treatment of Alzheimer’s disease. A recent study on a clinical sample compared severity of symptoms/clinical stage of the dementia with current magnesium levels.54 They found a relationship between serum magnesium levels and the degree of severity of dementia symptoms, with lower levels indicating significantly worse scores on measures of cognition.

Table 11.2 summarises the lifestyle risk factors that can contribute to cognitive decline, dementia and AD.

Table 11.2 Summary of lifestyle risk factors for dementia

Obesity
Work complexity
No or high alcohol intake
Low education
Loneliness and social isolation
High neuroticism and stress
High exposure to heavy metals in drinking water
Smoking
Lack of sunshine; vitamin D deficiency
Lack of exercise and/or physical activity
Dietary factors (e.g. high saturated fat intake)
Vitamin and mineral deficiencies (e.g. vitamin D, B6/12, folate and magnesium)

Integrative management of dementia

Mind–body medicine

Meditation

Meditation practices have various health benefits including the possibility of preserving cognition and preventing dementia. While the exact mechanisms remain investigational, there is some evidence from a few cognitive, brain electrical (EEG), and structural neuro-imaging studies. In 1 cross-sectional study, meditation practitioners were found to have a lower age-related decline in the thickness of specific cortical regions.55 They found that, compared to non-mediators of the same age, the differences in cortical thickness were most pronounced in the older participants, suggesting that meditation may have contributed to offsetting age-related cortical thinning. Additionally, the thickness of 2 cortical regions correlated with meditation experience.

Cognitive behavioural therapy (CBT)

Anxiety is a common symptom in dementia, often contributing to limited independence and a greater need to be placed in nursing home care. One study assessed CBT as a means to treat dementia related anxiety, comparing the results from 2 patients who were treated with a dementia-specific modified version of CBT.56 The researchers made modifications in the content, structure, and learning strategies of CBT in the treatment process, with the patients receiving education and awareness training and were taught the skills of diaphragmatic breathing, coping self-statements, exposure, and behavioural activation. They found improvements in anxiety as measured by standardised rating scales. CBT has also been shown to be beneficial in treating anxiety in the caregivers and family members of dementia sufferers.57, 58

Additionally, positive belief-based CBT has been used for teaching mnemonic strategies to older adults who were still in the early stages of dementia as a means to improve cognitive function. A 7-week group intervention study used CBT to address unhelpful memory-related beliefs in 3 older men with mild/moderate dementia and associated low mood or anxiety.59 While results were promising, the researchers concluded that further research into the use of CBT is required.

Brain training

A recent Cochrane review investigated whether cognitive training and cognitive rehabilitation improved symptomatology within individuals with dementia.63 The review concluded that no definite protective effects were observed and the authors argued that more studies of a larger power and of a better methodological design were required before concluding the efficacy of such training.

There have also been a number of studies evaluating the efficacy of brain training on cognitive processes and activities of daily living in older, cognitively healthy participants. Overall, the findings have been positive, with a number of studies investigating large cohorts in controlled clinical trials. In a study of 2832 persons living in 6 US cities, 10 sessions of computerised cognitive training were used that included specific cognitive domains such as episodic memory and reasoning.64 Each intervention improved the targeted cognitive ability compared with baseline. In addition, booster training improved specific cognitive functions that were sustained at a 2-year follow-up. Improvements due to training were of the same magnitude as the amount of age-associated decline expected over a 7–14 year period in individuals without dementia. In a follow-up study, brain training was shown to improve trained cognitive abilities and this was maintained after 5 years.65 The intervention included 10 sessions of training and then follow-up booster training at 11 and 35 months. Importantly, brain training also resulted in a reduced functional decline in activities of daily living over this time.

Two other recent studies have also shown benefits associated with cognitive training. In 1 of these studies a cohort of 487 participants used a cognitive training battery and showed improvements in memory and attention after 8 weeks (1 hour per day, 5 days per week).66 In the other study, improvements were found both in the cognitive domains being trained and also in non-related standardised neuropsychological tasks.67 The authors concluded that ‘intensive plasticity-engaging training can result in an enhancement of cognitive function in normal mature adults’.

There is also evidence of neurobiological changes that occur as a result of brain training suggesting possible neural underpinnings associated with brain training studies outlined above. In a neuro-imaging study, the density of Dopamine D1 receptors were assessed before and after 14 hours (5 weeks) of working memory training.68 There were significant changes in D1 binding potential in both prefrontal and parietal brain regions ‘demonstrating a reciprocal interplay between mental activity and brain biochemistry in vivo’.

Sleep

Insomnia

Insomnia is a common problem in AD. In a randomised-control trial of 36 community dwelling patients with AD and suffering sleep problems, 17 were randomised into active treatment with their caregivers receiving specific treatment about setting up a sleep hygiene program and training in behaviour management skills.69 They were also instructed to walk daily and to increase daytime light exposure with the use of a light box. Control subjects (n = 19) received general dementia education and caregiver support. The active group demonstrated a significant (p<.05) reduction in the number of night-time awakenings, total time awake at night, and depression. These benefits persisted at 6-month follow-up.

Sunshine

Sunshine is the main source of vitamin D produced by the body in response to direct skin exposure to UVB. This means that no or minimal exposure to sun can contribute to vitamin D deficiency as seen in community groups with dress codes (e.g. wearing veils), living in geographical prone areas (e.g. in high and low altitudes) especially over winter, working indoors (e.g. office work), institutionalisation, prolonged hospitalisation and bed-bound people, particularly in dark skin people who need longer sun exposure.70, 71

There is a growing body of evidence that vitamin D deficiency can contribute to the risk of dementia (see above under risk factors). Vitamin D appears to have a role in neuro-protection and reduce the risk of dementia.72 Interestingly, an Australian study has found that during heat waves, admissions to hospital for a variety of disorders, including dementias, were significantly increased, as well as increased mortality in individuals with dementia.73 Heat waves impact upon mental health.

Light therapy

Light therapy may be beneficial in improving some cognitive and non-cognitive symptoms of dementia. A 2008 study showed that light therapy reduced cognitive decline and ameliorated depressive symptoms in individuals with dementia.74 Moreover, in the same study mood was adversely affected with administration of melatonin, often administered to improve insomnia. The authors recommended that melotonin should only be taken in combination with light therapy. Their results suggested that the bright light therapy did demonstrate an improvement in some cognitive domains, especially in the participants who were in the initial stages of AD. Their results suggested that bright light therapy improved cognitive functions, especially in individuals who were in early stages of AD.75 However, a 2004 Cochrane review found that there was insufficient evidence to suggest that light therapy is effective in managing sleep, behaviour, cognitive, or mood disturbances associated with dementia.76 The authors found only 3 studies that fulfilled all inclusion criteria and recommended that more properly constructed studies are necessary to draw solid conclusions.

Physical and mental activity

Exercise

The relationship between physical exercise and cognition in older individuals has been investigated in a number of studies. One study showed that either memory-based cognitive exercises or cardiovascular exercises resulted in older individuals out-performing age-matched participants in tests of memory functioning.77 Additionally, the implementation of a 24-week physical activity program in adults who believed they had a memory impairment (but were dementia free) found adequate improvements in memory, even after an 18 month follow-up period.78 Another recent study found that dementia-free elderly individuals significantly improved in fluid intelligence measures after participation in 2 x 1 hour general exercise classes (conducted over a period of 6 months), compared to a no-exercise control group or a group who participated in a flexibility based relaxation class.79 Recent Cochrane reviews, however, indicated that the bank of research into the effects of exercise and dementia are still inconclusive due to insufficient research methods.80

Tai chi

A study compared healthy individuals aged 45–74 years from Fuyang city, 53 of whom practiced tai chi exercise for half a year or more, and 48 were ‘no exercise’ controls.81 The participants were compared across 3 age groups: 45–54 years, 55–64 years, and 65–74 years. Additionally, the tai chi group was subdivided into 3 groups according to experience in tai chi: ≤3 years, 4–6 years, and ≥7years. The cognitive function of both tai chi experienced and no exercise control groups declined with age, but this decline was slower in the tai chi group. In addition, people who had practiced tai chi for a longer duration had less cognitive decline than those with less experience. The researchers concluded that long-term tai chi exercise can possibly benefit cognitive function in middle-aged and old people.

A recent study examined performance on cognitive and physical tasks in 20 older adult subjects after participation in a 10-week tai chi program.82 They found that compared to baseline, 2 measures of executive cognition had improved. Collectively these studies suggest some beneficial effects of tai chi for cognition in older adults; however, more controlled randomised trials are required for conclusive evidence.

Nutritional supplements

As outlined above (in the risk factor section, under nutrient deficiency), adequate nutrition is essential for maintaining health and cognition in old age. Research has shown that in older persons in particular it can be difficult to obtain optimum nutritional status through food sources alone, and thus additional supplementation may be required.53 Additionally, as outlined within the following section, research has uncovered evidence of certain vitamins, nutrients and herbs with potential to act as complementary therapeutic agents for dementia.

Vitamins B6, B12 and folate

The majority of conclusions drawn for the importance of substantial B vitamin status, including folic acid, are derived from studies finding that compromised brain functioning is linked to vitamin deficiencies.83 In the normal elderly population, vitamin deficiency is quite common, leading to the suggestion that B vitamin status is related to cognitive performance or possibly dementia, however, current findings do not paint a clear picture. One study postulates the link between B vitamin deficiency and impairment of methylation reactions leading to the damage of brain tissue.83 Another theory that relates to B vitamin deficiency postulates that elevated homocysteine levels are responsible for cognitive dysfunction given that elevated homocysteine has been linked to vascular disease, dementia and AD. One recent randomised placebo-controlled trial aimed to determine the effects of folic acid, vitamin B12, riboflavin, and vitamin B6 supplementation on homocysteine levels and cognitive function.84 The trial was comprised of 185 patients who suffered ischaemic vascular diseases and were aged 65 years or more. After 1 year, homocysteine levels were lower in the group receiving a combination of folic acid and B12 than patients not receiving the treatment. However, this folic acid/vitamin B12 combined treatment did not significantly alter cognitive performance; neither did a riboflavin/vitamin B6 combined treatment. However, a separate more recent cross-sectional study in the Japanese elderly population reported an independent positive association between reduced folate and vitamin B12 levels and cognitive decline.85

This prospective 5-year study measured markers of vitamin B12 status and brain volume loss in older individuals (aged 61–87 years). They found that individuals with lower B12 vitamin status displayed greater decreases in brain loss and the relationship remained significant after controlling for ‘age, sex, creatinine, education, initial brain volume, cognitive test scores, systolic blood pressure, ApoE 4 status, homocysteine and folate’.85 Another study revealed that elderly individuals with a pre-existing vitamin B12 deficiency and mild to moderate dementia did show an improvement in cognitive function with B12 supplementation, however those with advanced dementia displayed an improvement in neurological symptoms only.86

A cross-sectional and longitudinal analysis published in the American Journal of Medicine in 2005 in a cohort of 499, 70–79 year olds, demonstrated those with elevated homocysteine levels or low levels of folate or vitamin B6, demonstrated worse baseline cognitive function.87 After adjusting for variables, those with bottom quartile folate levels had a 1.6 fold increased risk of being in the worst quartile of 7-year cognitive decline. Reduced folate levels appear to be a greater risk factor for cognitive decline. Chan et al.88

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