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McShane R, Westby MJ, Roberts E, Minakaran N, Schneider L, Farrimond LE, Maayan N, Ware J, Debarros J. Memantine for dementia. Cochrane Database Syst Rev 2019; 3:CD003154. [PMID: 30891742 PMCID: PMC6425228 DOI: 10.1002/14651858.cd003154.pub6] [Citation(s) in RCA: 150] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Memantine is a moderate affinity uncompetitive antagonist of glutamate NMDA receptors. It is licensed for use in moderate and severe Alzheimer's disease (AD); in the USA, it is also widely used off-label for mild AD. OBJECTIVES To determine efficacy and safety of memantine for people with dementia. To assess whether memantine adds benefit for people already taking cholinesterase inhibitors (ChEIs). SEARCH METHODS We searched ALOIS, the Cochrane Dementia and Cognitive Improvement Group's register of trials (http://www.medicine.ox.ac.uk/alois/) up to 25 March 2018. We examined clinical trials registries, press releases and posters of memantine manufacturers; and the web sites of the FDA, EMEA and NICE. We contacted authors and companies for missing information. SELECTION CRITERIA Double-blind, parallel group, placebo-controlled, randomised trials of memantine in people with dementia. DATA COLLECTION AND ANALYSIS We pooled and analysed data from four clinical domains across different aetiologies and severities of dementia and for AD with agitation. We assessed the impact of study duration, severity and concomitant use of ChEIs. Consequently, we restricted analyses to the licensed dose (20 mg/day or 28 mg extended release) and data at six to seven months duration of follow-up, and analysed separately results for mild and moderate-to-severe AD.We transformed results for efficacy outcomes into the difference in points on particular outcome scales. MAIN RESULTS Across all types of dementia, data were available from almost 10,000 participants in 44 included trials, most of which were at low or unclear risk of bias. For nearly half the studies, relevant data were obtained from unpublished sources. The majority of trials (29 in 7885 participants) were conducted in people with AD.1. Moderate-to-severe AD (with or without concomitant ChEIs). High-certainty evidence from up to 14 studies in around 3700 participants consistently shows a small clinical benefit for memantine versus placebo: clinical global rating (CGR): 0.21 CIBIC+ points (95% confidence interval (CI) 0.14 to 0.30); cognitive function (CF): 3.11 Severe Impairment Battery (SIB) points (95% CI 2.42 to 3.92); performance on activities of daily living (ADL): 1.09 ADL19 points (95% CI 0.62 to 1.64); and behaviour and mood (BM): 1.84 Neuropsychiatric Inventory (NPI) points (95% CI 1.05 to 2.76). There may be no difference in the number of people discontinuing memantine compared to placebo: risk ratio (RR) 0.93 (95% CI 0.83 to 1.04) corresponding to 13 fewer people per 1000 (95% CI 31 fewer to 7 more). Although there is moderate-certainty evidence that fewer people taking memantine experience agitation as an adverse event: RR 0.81 (95% CI 0.66 to 0.99) (25 fewer people per 1000, 95% CI 1 to 44 fewer), there is also moderate-certainty evidence, from three additional studies, suggesting that memantine is not beneficial as a treatment for agitation (e.g. Cohen Mansfield Agitation Inventory: clinical benefit of 0.50 CMAI points, 95% CI -3.71 to 4.71) .The presence of concomitant ChEI does not impact on the difference between memantine and placebo, with the possible exceptions of the BM outcome (larger effect in people taking ChEIs) and the CF outcome (smaller effect).2. Mild AD (Mini Mental State Examination (MMSE) 20 to 23): mainly moderate-certainty evidence based on post-hoc subgroups from up to four studies in around 600 participants suggests there is probably no difference between memantine and placebo for CF: 0.21 ADAS-Cog points (95% CI -0.95 to 1.38); performance on ADL: -0.07 ADL 23 points (95% CI -1.80 to 1.66); and BM: -0.29 NPI points (95% CI -2.16 to 1.58). There is less certainty in the CGR evidence, which also suggests there may be no difference: 0.09 CIBIC+ points (95% CI -0.12 to 0.30). Memantine (compared with placebo) may increase the numbers of people discontinuing treatment because of adverse events (RR 2.12, 95% CI 1.03 to 4.39).3. Mild-to-moderate vascular dementia. Moderate- and low-certainty evidence from two studies in around 750 participants indicates there is probably a small clinical benefit for CF: 2.15 ADAS-Cog points (95% CI 1.05 to 3.25); there may be a small clinical benefit for BM: 0.47 NOSGER disturbing behaviour points (95% CI 0.07 to 0.87); there is probably no difference in CGR: 0.03 CIBIC+ points (95% CI -0.28 to 0.34); and there may be no difference in ADL: 0.11 NOSGER II self-care subscale points (95% CI -0.35 to 0.54) or in the numbers of people discontinuing treatment: RR 1.05 (95% CI 0.83 to 1.34).There is limited, mainly low- or very low-certainty efficacy evidence for other types of dementia (Parkinson's disease and dementia Lewy bodies (for which CGR may show a small clinical benefit; four studies in 319 people); frontotemporal dementia (two studies in 133 people); and AIDS-related Dementia Complex (one study in 140 people)).There is high-certainty evidence showing no difference between memantine and placebo in the proportion experiencing at least one adverse event: RR 1.03 (95% CI 1.00 to 1.06); the RR does not differ between aetiologies or severities of dementia. Combining available data from all trials, there is moderate-certainty evidence that memantine is 1.6 times more likely than placebo to result in dizziness (6.1% versus 3.9%), low-certainty evidence of a 1.3-fold increased risk of headache (5.5% versus 4.3%), but high-certainty evidence of no difference in falls. AUTHORS' CONCLUSIONS We found important differences in the efficacy of memantine in mild AD compared to that in moderate-to-severe AD. There is a small clinical benefit of memantine in people with moderate-to-severe AD, which occurs irrespective of whether they are also taking a ChEI, but no benefit in people with mild AD.Clinical heterogeneity in AD makes it unlikely that any single drug will have a large effect size, and means that the optimal drug treatment may involve multiple drugs, each having an effect size that may be less than the minimum clinically important difference.A definitive long-duration trial in mild AD is needed to establish whether starting memantine earlier would be beneficial over the long term and safe: at present the evidence is against this, despite it being common practice. A long-duration trial in moderate-to-severe AD is needed to establish whether the benefit persists beyond six months.
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Affiliation(s)
- Rupert McShane
- University of OxfordRadcliffe Department of MedicineJohn Radcliffe HospitalLevel 4, Main Hospital, Room 4401COxfordOxfordshireUKOX3 9DU
| | - Maggie J Westby
- University of Manchester, Manchester Academic Health Science CentreDivision of Nursing, Midwifery and Social Work, School of Health Sciences, Faculty of Biology, Medicine and HealthJean McFarlane BuildingOxford RoadManchesterUKM13 9PL
| | - Emmert Roberts
- King's College LondonDepartment of Psychological Medicine and National Addiction CentreWeston Education CentreLondonLondonUKSE5 9RJ
| | - Neda Minakaran
- Moorfields Eye Hospital NHS Foundation TrustDepartment of Ophthalmology162 City RoadLondonUKEC1V 2PD
| | - Lon Schneider
- Keck School of Medicine of the University of Southern California1540 Alcazar Street, CHP 216Los AngelesCAUSA90033
| | - Lucy E Farrimond
- Oxford University Hospitals NHS Foundation TrustNeurosciences DepartmentJohn Radcliffe HospitalOxfordUKOX3 9DU
| | - Nicola Maayan
- CochraneCochrane ResponseSt Albans House57‐59 HaymarketLondonUKSW1Y 4QX
| | - Jennifer Ware
- University of OxfordCochrane Dementia and Cognitive Improvement GroupOxfordUKOX3 9DU
| | - Jean Debarros
- University of OxfordNuffield Department of Clinical Neurosciences (NDCN)Level 6, West Wing, John Radcliffe HospitalOxfordUKOX3 9DU
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Knight R, Khondoker M, Magill N, Stewart R, Landau S. A Systematic Review and Meta-Analysis of the Effectiveness of Acetylcholinesterase Inhibitors and Memantine in Treating the Cognitive Symptoms of Dementia. Dement Geriatr Cogn Disord 2018; 45:131-151. [PMID: 29734182 DOI: 10.1159/000486546] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 12/29/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Acetylcholinesterase inhibitors (AChEIs) and memantine are commonly used in the management of dementia. In routine clinical practice, dementia is often monitored via the Mini-Mental State Examination (MMSE). We conducted a systematic review and meta-analysis of the effects of these drugs on MMSE scores. SUMMARY Eighty trials were identified. Pooled effect estimates were in favour of both AChEIs and memantine at 6 months. Meta-regression indicated that dementia subtype was a moderator of AChEI treatment effect, with the effect of treatment versus control twice as high for patients with Parkinson disease dementia/ dementia with Lewy bodies (2.11 MMSE points at 6 months) as for patients with Alzheimer disease/vascular dementia (0.91 MMSE points at 6 months). Key Messages: AChEIs demonstrate a modest effect versus control on MMSE scores which is moderated by dementia subtype. For memantine the effect is smaller.
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Affiliation(s)
- Ruth Knight
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Mizanur Khondoker
- Norwich Medical School, University of East Anglia, Norwich, United Kingdom
| | - Nicholas Magill
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Robert Stewart
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.,South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Sabine Landau
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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Guo H, Grajauskas L, Habash B, D'Arcy RCN, Song X. Functional MRI technologies in the study of medication treatment effect on Alzheimer's disease. Aging Med (Milton) 2018; 1:75-95. [PMID: 31942484 PMCID: PMC6880690 DOI: 10.1002/agm2.12017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 04/02/2018] [Indexed: 12/14/2022] Open
Abstract
Alzheimer's disease (AD) is the most common cause of late-life dementia. Characterized by progressive neurodegeneration, the disease is expressed as gradual memory loss together with decline in cognitive abilities and other brain functions. Despite extensive research over the past decade, the cause and cure of AD both remain largely unknown. Several AD-associated deficits have been targeted for interventions, including those based on amyloid-beta, tau, and inflammation hypotheses. Only 2 types of medications-cholinesterase inhibitors and memantine-have been approved, to control the cognitive symptoms of AD such as the loss of memory, language, and executive function. Noninvasive in vivo functional magnetic resonance imaging (MRI) technologies, including the blood oxygen level-dependent functional MRI, arterial spin labeling-based perfusion MRI, and the proton magnetic resonance spectroscopy have been used to study the effect of ChEIs and memantine in the brain. Most of these studies have demonstrated increased functional activation and connectivity, increased regional brain blood flow and volume post-treatment, and positive responses of critical brain metabolites reflecting neuronal status and functionality in patients with AD and mild cognitive impairment. The findings have contributed to the understanding of the mechanisms underlying the medication treatments and support the crucial role of functional MRI technologies in the development and refinement of AD medication therapies.
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Affiliation(s)
- Hui Guo
- SFU ImageTech LaboratorySurrey Memorial HospitalSurreyBCCanada
- Health Sciences and InnovationSurrey Memorial HospitalFraser HealthSurreyBCCanada
- Department of Diagnostic ImagingTianjin Medical University General HospitalTianjinChina
| | - Lukas Grajauskas
- SFU ImageTech LaboratorySurrey Memorial HospitalSurreyBCCanada
- Health Sciences and InnovationSurrey Memorial HospitalFraser HealthSurreyBCCanada
| | - Baraa Habash
- SFU ImageTech LaboratorySurrey Memorial HospitalSurreyBCCanada
- Department of Engineering ScienceSimon Fraser UniversityBurnabyBCCanada
| | - Ryan CN D'Arcy
- SFU ImageTech LaboratorySurrey Memorial HospitalSurreyBCCanada
- Health Sciences and InnovationSurrey Memorial HospitalFraser HealthSurreyBCCanada
- Department of Engineering ScienceSimon Fraser UniversityBurnabyBCCanada
- Department of Computing ScienceSimon Fraser UniversityBurnabyBCCanada
| | - Xiaowei Song
- SFU ImageTech LaboratorySurrey Memorial HospitalSurreyBCCanada
- Health Sciences and InnovationSurrey Memorial HospitalFraser HealthSurreyBCCanada
- Department of Engineering ScienceSimon Fraser UniversityBurnabyBCCanada
- Department of Computing ScienceSimon Fraser UniversityBurnabyBCCanada
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4
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Kishi T, Matsunaga S, Oya K, Nomura I, Ikuta T, Iwata N. Memantine for Alzheimer's Disease: An Updated Systematic Review and Meta-analysis. J Alzheimers Dis 2018; 60:401-425. [PMID: 28922160 DOI: 10.3233/jad-170424] [Citation(s) in RCA: 156] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND The clinical benefit of memantine for Alzheimer's disease (AD) remains inconclusive. OBJECTIVE We performed an updated systematic review and meta-analysis of the efficacy/safety of memantine in AD. METHODS We included randomized trials of memantine for AD patients. Cognitive function scores (CF), behavioral disturbances scores (BD), and all-cause discontinuation were used as primary measures. Effect size based on a random-effects model was evaluated in the meta-analyses. RESULTS Thirty studies (n = 7,567; memantine versus placebo: N = 11, n = 3,298; memantine + cholinesterase inhibitors (M+ChEIs) versus ChEIs: N = 17, n = 4,175) were identified. Memantine showed a significant improvement in CF [standardized mean difference (SMD) = -0.24, 95% confidence intervals (95% CIs) = -0.34, -0.15, p < 0.00001, I2 = 35% ] and BD (SMD = -0.16, 95% CIs = -0.29, -0.04, p = 0.01, I2 = 52%) compared with placebo. In the sensitivity analysis including only patients with moderate-severe AD, memantine was superior to the placebo in reducing BD without considerable heterogeneity (SMD = -0.20, 95% CIs = -0.34, -0.07, p = 0.003, I2 = 36%). Compared with ChEIs, M+ChEIs showed a greater reduction in BD (SMD = -0.20, 95% CIs = -0.36, -0.03, p = 0.02, I2 = 77%) and a trend of CF improvement (SMD = -0.11, 95% CIs = -0.22, 0.01, p = 0.06, I2 = 56%). However, in the sensitivity analysis of double-blind, placebo-controlled studies only, M+ChEIs showed a significant reduction in BD compared with ChEIs without considerable heterogeneity (SMD = -0.11, 95% CIs = -0.21, -0.01, p = 0.04, I2 = 40%). When performing the sensitivity analysis of donepezil studies only, M+ChEIs was superior to ChEIs in improving CF without considerable heterogeneity (SMD = -0.18, 95% CIs = -0.31, -0.05, p = 0.006, I2 = 49%). No differences were detected in all-cause discontinuation between the groups. CONCLUSIONS The meta-analyses suggest the credible efficacy and safety of memantine in treating AD when used alone or in combination with ChEIs.
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Affiliation(s)
- Taro Kishi
- Department of Psychiatry, Fujita Health University School of Medicine, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Shinji Matsunaga
- Department of Psychiatry, Fujita Health University School of Medicine, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Kazuto Oya
- Department of Psychiatry, Fujita Health University School of Medicine, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Ikuo Nomura
- Department of Psychiatry, Fujita Health University School of Medicine, Kutsukake-cho, Toyoake, Aichi, Japan
| | - Toshikazu Ikuta
- Department of Communication Sciences and Disorders, School of Applied Sciences, University of Mississippi, University MS, USA
| | - Nakao Iwata
- Department of Psychiatry, Fujita Health University School of Medicine, Kutsukake-cho, Toyoake, Aichi, Japan
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5
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Wang H, Tan L, Wang HF, Liu Y, Yin RH, Wang WY, Chang XL, Jiang T, Yu JT. Magnetic Resonance Spectroscopy in Alzheimer's Disease: Systematic Review and Meta-Analysis. J Alzheimers Dis 2016; 46:1049-70. [PMID: 26402632 DOI: 10.3233/jad-143225] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND The application of non-invasive proton magnetic resonance spectroscopy (1H-MRS) could potentially identify changes in cerebral metabolites in the patients with Alzheimer's disease (AD). However, whether these metabolites can serve as biomarkers for the diagnosis of AD remains unclear. OBJECTIVE Using meta-analysis, we aimed to investigate the patterns of cerebral metabolite changes in several cerebral regions that are strongly associated with cognitive decline in AD patients. METHODS Using Hedges' g effect size, a systematic search was performed in PubMed, Cochrane Library, Ovid, Embase, and EBSCO, and 38 studies were integrated into the final meta-analysis. RESULTS According to the observational studies, N-acetyl aspartate (NAA) in AD patients was significantly reduced in the posterior cingulate (PC) (effect size (ES) =-0.924, p < 0.005) and bilateral hippocampus (left hippocampus: ES =-1.329, p < 0.005; right hippocampus: ES =-1.287, p < 0.005). NAA/Cr (creatine) ratio decreased markedly in the PC (ES =-1.052, p < 0.005). Simultaneously, significant elevated myo-inositol (mI)/Cr ratio was found not only in the PC but also in the parietal gray matter. For lack of sufficient data, we failed to elucidate the efficacy of pharmacological interventions with the metabolites changes. CONCLUSION The available data indicates that NAA, mI, and the NAA/Cr ratio might be potential biomarkers of brain dysfunction in AD subjects. Choline (Cho)/Cr and mI/NAA changes might also contribute toward the diagnostic process. Thus, large, well-designed studies correlated with cerebral metabolism are needed to better estimate the cerebral extent of alterations in brain metabolite levels in AD patients.
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Affiliation(s)
- Hui Wang
- Department of Neurology, Qingdao Municipal Hospital, Dalian Medical University, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Dalian Medical University, China.,Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China.,Department of Neurology, Qingdao Municipal Hospital, Nanjing Medical University, China
| | - Hui-Fu Wang
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China
| | - Ying Liu
- Department of Neurology, Qingdao Municipal Hospital, Dalian Medical University, China
| | - Rui-Hua Yin
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China
| | - Wen-Ying Wang
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China
| | - Xiao-Long Chang
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China
| | - Teng Jiang
- Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Jin-Tai Yu
- Department of Neurology, Qingdao Municipal Hospital, School of Medicine, Qingdao University, China.,Department of Neurology, Qingdao Municipal Hospital, Nanjing Medical University, China.,Department of Neurology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.,Memory and Aging Center, Deparment of Neurology, University of California, San Francisco, USA
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6
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Liu SJ, Zheng P, Wright DK, Dezsi G, Braine E, Nguyen T, Corcoran NM, Johnston LA, Hovens CM, Mayo JN, Hudson M, Shultz SR, Jones NC, O'Brien TJ. Sodium selenate retards epileptogenesis in acquired epilepsy models reversing changes in protein phosphatase 2A and hyperphosphorylated tau. Brain 2016; 139:1919-38. [PMID: 27289302 DOI: 10.1093/brain/aww116] [Citation(s) in RCA: 102] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 04/11/2016] [Indexed: 11/14/2022] Open
Abstract
There are no treatments in clinical practice known to mitigate the neurobiological processes that convert a healthy brain into an epileptic one, a phenomenon known as epileptogenesis. Downregulation of protein phosphatase 2A, a protein that causes the hyperphosphorylation of tau, is implicated in neurodegenerative diseases commonly associated with epilepsy, such as Alzheimer's disease and traumatic brain injury. Here we used the protein phosphatase 2A activator sodium selenate to investigate the role of protein phosphatase 2A in three different rat models of epileptogenesis: amygdala kindling, post-kainic acid status epilepticus, and post-traumatic epilepsy. Protein phosphatase 2A activity was decreased, and tau phosphorylation increased, in epileptogenic brain regions in all three models. Continuous sodium selenate treatment mitigated epileptogenesis and prevented the biochemical abnormalities, effects which persisted after drug withdrawal. Our studies indicate that limbic epileptogenesis is associated with downregulation of protein phosphatase 2A and the hyperphosphorylation of tau, and that targeting this mechanism with sodium selenate is a potential anti-epileptogenic therapy.
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Affiliation(s)
- Shi-Jie Liu
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Ping Zheng
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - David K Wright
- 2 The Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia 3 Department of Anatomy and Neuroscience, The University of Melbourne, Parkville, VIC, Australia
| | - Gabi Dezsi
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Emma Braine
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Thanh Nguyen
- 4 Department of Surgery, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Niall M Corcoran
- 4 Department of Surgery, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Leigh A Johnston
- 2 The Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia 5 Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville, VIC, Australia
| | - Christopher M Hovens
- 4 Department of Surgery, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Jamie N Mayo
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Matthew Hudson
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Sandy R Shultz
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Nigel C Jones
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Terence J O'Brien
- 1 Department of Medicine, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia 6 Department of Neurology, Melbourne Brain Centre, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
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Yin C, Li S, Zhao W, Feng J. Brain imaging of mild cognitive impairment and Alzheimer's disease. Neural Regen Res 2014; 8:435-44. [PMID: 25206685 PMCID: PMC4146132 DOI: 10.3969/j.issn.1673-5374.2013.05.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Accepted: 12/03/2012] [Indexed: 11/18/2022] Open
Abstract
The rapidly increasing prevalence of cognitive impairment and Alzheimer's disease has the potential to create a major worldwide healthcare crisis. Structural MRI studies in patients with Alzheimer's disease and mild cognitive impairment are currently attracting considerable interest. It is extremely important to study early structural and metabolic changes, such as those in the hippocampus, entorhinal cortex, and gray matter structures in the medial temporal lobe, to allow the early detection of mild cognitive impairment and Alzheimer's disease. The microstructural integrity of white matter can be studied with diffusion tensor imaging. Increased mean diffusivity and decreased fractional anisotropy are found in subjects with white matter damage. Functional imaging studies with positron emission tomography tracer compounds enable detection of amyloid plaques in the living brain in patients with Alzheimer's disease. In this review, we will focus on key findings from brain imaging studies in mild cognitive impairment and Alzheimer's disease, including structural brain changes studied with MRI and white matter changes seen with diffusion tensor imaging, and other specific imaging methodologies will also be discussed.
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Affiliation(s)
- Changhao Yin
- Department of Neurology, the First Hospital of Jilin University, Changchun 130021, Jilin Province, China ; Department of Neurology, Hongqi Hospital, Mudanjiang Medical University, Mudanjiang 157004, Heilongjiang Province, China
| | - Siou Li
- Department of Neurology, Hongqi Hospital, Mudanjiang Medical University, Mudanjiang 157004, Heilongjiang Province, China
| | - Weina Zhao
- Department of Neurology, Hongqi Hospital, Mudanjiang Medical University, Mudanjiang 157004, Heilongjiang Province, China
| | - Jiachun Feng
- Department of Neurology, the First Hospital of Jilin University, Changchun 130021, Jilin Province, China
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8
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Gijón-Correas JA, Andrade-Navarro MA, Fontaine JF. Alkemio: association of chemicals with biomedical topics by text and data mining. Nucleic Acids Res 2014; 42:W422-9. [PMID: 24838570 PMCID: PMC4086102 DOI: 10.1093/nar/gku432] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
UNLABELLED The PubMed® database of biomedical citations allows the retrieval of scientific articles studying the function of chemicals in biology and medicine. Mining millions of available citations to search reported associations between chemicals and topics of interest would require substantial human time. We have implemented the Alkemio text mining web tool and SOAP web service to help in this task. The tool uses biomedical articles discussing chemicals (including drugs), predicts their relatedness to the query topic with a naïve Bayesian classifier and ranks all chemicals by P-values computed from random simulations. Benchmarks on seven human pathways showed good retrieval performance (areas under the receiver operating characteristic curves ranged from 73.6 to 94.5%). Comparison with existing tools to retrieve chemicals associated to eight diseases showed the higher precision and recall of Alkemio when considering the top 10 candidate chemicals. Alkemio is a high performing web tool ranking chemicals for any biomedical topics and it is free to non-commercial users. AVAILABILITY http://cbdm.mdc-berlin.de/∼medlineranker/cms/alkemio.
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Affiliation(s)
- José A Gijón-Correas
- Computational Biology and Data Mining, Max Delbrück Center for Molecular Medicine, Berlin, 13125 Berlin, Germany
| | - Miguel A Andrade-Navarro
- Computational Biology and Data Mining, Max Delbrück Center for Molecular Medicine, Berlin, 13125 Berlin, Germany
| | - Jean F Fontaine
- Computational Biology and Data Mining, Max Delbrück Center for Molecular Medicine, Berlin, 13125 Berlin, Germany
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9
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Zhang N, Song X, Bartha R, Beyea S, D’Arcy R, Zhang Y, Rockwood K. Advances in high-field magnetic resonance spectroscopy in Alzheimer's disease. Curr Alzheimer Res 2014; 11:367-88. [PMID: 24597505 PMCID: PMC4108086 DOI: 10.2174/1567205011666140302200312] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 02/21/2014] [Accepted: 02/25/2014] [Indexed: 12/20/2022]
Abstract
Alzheimer's disease (AD) affects several important molecules in brain metabolism. The resulting neurochemical changes can be quantified non-invasively in localized brain regions using in vivo single-voxel proton magnetic resonance spectroscopy (SV 1H MRS). Although the often heralded diagnostic potential of MRS in AD largely remains unfulfilled, more recent use of high magnetic fields has led to significantly improved signal-to-noise ratios and spectral resolutions, thereby allowing clinical applications with increased measurement reliability. The present article provides a comprehensive review of SV 1H MRS studies on AD at high magnetic fields (3.0 Tesla and above). This review suggests that patterned regional differences and longitudinal alterations in several neurometabolites are associated with clinically established AD. Changes in multiple metabolites are identifiable even at early stages of AD development. By combining information of neurochemicals in different brain regions revealing either pathological or compensatory changes, high field MRS can be evaluated in AD diagnosis and in the detection of treatment effects. To achieve this, standardization of data acquisition and analytical approaches is needed.
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Affiliation(s)
- Ningnannan Zhang
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Department
of Radiology, General Hospital of Tianjin Medical University, Tianjin, China
| | - Xiaowei Song
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Division of Geriatric Medicine,
Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Neuroimaging Research Laboratory,
Biomedical Translational Imaging Centre, Halifax, Nova Scotia, Canada
| | - Robert Bartha
- Centre for Functional and Metabolic
Mapping, Robarts Research Institute, University of Western Ontario, London, Ontario, Canada
- Department of
Medical Biophysics, University of Western Ontario, London, Ontario, Canada
| | - Steven Beyea
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Neuroimaging Research Laboratory,
Biomedical Translational Imaging Centre, Halifax, Nova Scotia, Canada
- Department of Physics, Dalhousie
University, Halifax, Nova Scotia, Canada
| | - Ryan D’Arcy
- National Research Council Canada, Institute for Biodiagnostics – Atlantic, Halifax, Nova Scotia, Canada
- Department of Applied Science, Simon Fraser University, Surrey, British
Columbia, Canada
- Surrey Memorial Hospital, Fraser Health Foundation Innovation, Surrey, British Columbia,
Canada
| | - Yunting Zhang
- Department
of Radiology, General Hospital of Tianjin Medical University, Tianjin, China
| | - Kenneth Rockwood
- Division of Geriatric Medicine,
Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
- Centre for Health Care of the Elderly, Queen Elizabeth II Health Sciences Centre, Halifax, Canada
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10
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Chang L, Munsaka SM, Kraft-Terry S, Ernst T. Magnetic resonance spectroscopy to assess neuroinflammation and neuropathic pain. J Neuroimmune Pharmacol 2013; 8:576-93. [PMID: 23666436 DOI: 10.1007/s11481-013-9460-x] [Citation(s) in RCA: 214] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Accepted: 04/14/2013] [Indexed: 02/07/2023]
Abstract
Proton magnetic resonance spectroscopy ((1)H MRS) has been applied to numerous clinical studies, especially for neurological disorders. This technique can non-invasively evaluate brain metabolites and neurochemicals in selected brain regions and is particularly useful for assessing neuroinflammatory disorders. Neurometabolites assessed with MRS include the neuronal markers N-acetylaspartate (NAA) and glutamate (Glu), as well as the glial marker myo-inositol (MI). Therefore, the concentrations of these metabolites typically correspond to disease severity and often correlate well with clinical variables in the various brain disorders. Neuroinflammation with activated astrocytes and microglia in brain disorders are often associated with elevated MI, and to a lesser extent elevated total creatine (tCr) and choline containing compounds (Cho), which are found in higher concentrations in glia than neurons, while neuronal injury is indicated by lower than normal levels of NAA and Glu. This review summarizes the neurometabolite abnormalities found in MRS studies performed in patients with neuroinflammatory disorders or neuropathic pain, which also may be associated with neuroinflammation. These brain disorders include multiple sclerosis, neuroviral infections (including Human Immunodeficiency virus and Hepatitis C), degenerative brain disorders (including Alzheimer's disease and Parkinson's disease), stimulant abuse (including methamphetamine and cocaine) as well as several chronic pain syndromes.
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Affiliation(s)
- Linda Chang
- Department of Medicine, John A. Burns School of Medicine, University of Hawai'i at Manoa, Neuroscience and Magnetic Resonance Research Program, The Queen's Medical Center, 1356 Lusitana Street, UH Tower 7th Floor, Honolulu, HI 96813, USA.
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11
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Gordon ML, Kingsley PB, Goldberg TE, Koppel J, Christen E, Keehlisen L, Kohn N, Davies P. An Open-Label Exploratory Study with Memantine: Correlation between Proton Magnetic Resonance Spectroscopy and Cognition in Patients with Mild to Moderate Alzheimer's Disease. Dement Geriatr Cogn Dis Extra 2012; 2:312-20. [PMID: 22962555 PMCID: PMC3435529 DOI: 10.1159/000341604] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Aim To characterize progression of Alzheimer's disease (AD) using proton magnetic resonance spectroscopy (1H MRS). Methods Eleven subjects with mild to moderate AD underwent neurocognitive testing and single-voxel 1H MRS from the precuneus and posterior cingulate region at baseline, after 24 weeks of monotherapy with a cholinesterase inhibitor, and after another 24 weeks of combination therapy with open-label memantine and a cholinesterase inhibitor. Baseline metabolites [N-acetylaspartate (NAA), myo-inositol (mI), choline (Cho), and creatine (Cr)] and their ratios in AD subjects were compared with those of an age-matched control group of 28 cognitively normal subjects. Results AD subjects had significantly higher mI/Cr and lower NAA, NAA/Cr, NAA/Cho, and NAA/mI. Baseline Alzheimer's Disease Cooperative Study Activities of Daily Living (ADCS-ADL) scores significantly correlated with NAA/Cr, mI/Cr, and NAA/mI. There was an increase in mI and a decrease in NAA/mI, but no significant change in other metabolites or ratios, or neurocognitive measures, when memantine was added to a cholinesterase inhibitor. Conclusion Metabolite ratios significantly differed between AD and control subjects. Baseline metabolite ratios correlated with function (ADCS-ADL). There was an increase in mI and a decrease in NAA/mI, but no changes in other metabolites, ratios, or cognitive measures, when memantine was added to a cholinesterase inhibitor.
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Affiliation(s)
- Marc L Gordon
- The Litwin-Zucker Research Center, The Feinstein Institute for Medical Research, Manhasset, N.Y., USA
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12
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Ashford JW, Salehi A, Furst A, Bayley P, Frisoni GB, Jack CR, Sabri O, Adamson MM, Coburn KL, Olichney J, Schuff N, Spielman D, Edland SD, Black S, Rosen A, Kennedy D, Weiner M, Perry G. Imaging the Alzheimer brain. J Alzheimers Dis 2011; 26 Suppl 3:1-27. [PMID: 21971448 PMCID: PMC3760773 DOI: 10.3233/jad-2011-0073] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This supplement to the Journal of Alzheimer's Disease contains more than half of the chapters from The Handbook of Imaging the Alzheimer Brain, which was first presented at the International Conference on Alzheimer's Disease in Paris, in July, 2011. While the Handbook contains 27 chapters that are modified articles from 2009, 2010, and 2011 issues of the Journal of Alzheimer's Disease, this supplement contains the 31 new chapters of that book and an introductory article drawn from the introductions to each section of the book. The Handbook was designed to provide a multilevel overview of the full field of brain imaging related to Alzheimer's disease (AD). The Handbook, as well as this supplement, contains both reviews of the basic concepts of imaging, the latest developments in imaging, and various discussions and perspectives of the problems of the field and promising directions. The Handbook was designed to be useful for students and clinicians interested in AD as well as scientists studying the brain and pathology related to AD.
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13
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Abstract
The Alzheimer research community is actively pursuing novel biomarker and other biologic measures to characterize disease progression or to use as outcome measures in clinical trials. One product of these efforts has been a large literature reporting power calculations and estimates of sample size for planning future clinical trials and cohort studies with longitudinal rate of change outcome measures. Sample size estimates reported in this literature vary greatly depending on a variety of factors, including the statistical methods and model assumptions used in their calculation. We review this literature and suggest standards for reporting power calculation results. Regardless of the statistical methods used, studies consistently find that volumetric neuroimaging measures of regions of interest, such as hippocampal volume, outperform global cognitive scales traditionally used in clinical treatment trials in terms of the number of subjects required to detect a fixed percentage slowing of the rate of change observed in demented and cognitively impaired populations. However, statistical methods, model assumptions, and parameter estimates used in power calculations are often not reported in sufficient detail to be of maximum utility. We review the factors that influence sample size estimates, and discuss outstanding issues relevant to planning longitudinal studies of Alzheimer's disease.
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Affiliation(s)
- M. Colin Ard
- Department of Neuroscience, University of California, San Diego, La Jolla, CA, USA
| | - Steven D. Edland
- Department of Neuroscience, University of California, San Diego, La Jolla, CA, USA
- Department of Family Preventive Medicine Division of Biostatistics, University of California, San Diego, La Jolla, CA, USA
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