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Dhingra AK, Chopra B. Neuroprotection of Multitargeted Phytochemicals against Alzheimer: A
Desperate Need from Nature. THE NATURAL PRODUCTS JOURNAL 2023; 13. [DOI: 10.2174/2210315512666220627153553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 04/14/2022] [Accepted: 04/18/2022] [Indexed: 01/05/2025]
Abstract
Background:
Alzheimer’s disease (AD) is an incurable neurodegenerative disorder associated
with dementia which leads to the alteration in the psychological and physiological functioning of
the individual. From antiquity, medicinal plants serve as important sources of bioactive phytochemicals
representing tremendous therapeutic potential. The unavoidable adverse effects associated with
synthetic compounds trigger the exploration of new and safer substitutes for the treatment and management
of disease conditions. Herbal medication proves to be an emerging and most promising alternative,
which is expected to be a revolutionary approach in modern medicine for disease treatment.
Objective:
Several phytochemicals like resveratrol, curcumin, apigenin, docosahexaenoic acid, epigallocatechin
gallate, and α-lipoic acid exhibit great potential in the prevention and management of AD.
Their use might be a possible remedy and lead to a safe strategy to delay the onset of AD and slow the
progression of this pervasive disorder. To determine the potential of these natural components as anti-
AD, this review focuses on the updates on clinical studies and research.
Methods:
Extensive literature survey was carried out on natural multitargeted bioactive phytochemicals
from various scientific databases like PubMed, Science Direct, Scopus, Clinicaltrails.gov, and
many reputed foundations. Current prose emphasizes the identified bioactive compounds as anti-AD,
which were reviewed with particular emphasis on their scientific impact and novelty.
Results:
These compounds diminish the pathophysiological aspects of AD; still, further studies are
required to prove the safety and efficacy of these compounds in humans.
Conclusion:
This present review might help the researchers, academicians and industrialists in drug
development as a new paradigm of drug discovery.
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Affiliation(s)
- Ashwani K. Dhingra
- Guru Gobind Singh College of Pharmacy, Yamuna Nagar-135001, Haryana, India
| | - Bhawna Chopra
- Guru Gobind Singh College of Pharmacy, Yamuna Nagar-135001, Haryana, India
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Wright JR, Deen QFE, Stevenson A, Telford-Cooke LL, Parker C, Martin-Ruiz C, Steinert JR, Kalaria RN, Mukaetova-Ladinska EB. Plasma Myeloperoxidase as a Potential Biomarker of Patient Response to Anti-Dementia Treatment in Alzheimer's Disease. J Alzheimers Dis 2022; 89:1483-1492. [PMID: 36057826 DOI: 10.3233/jad-220642] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Myeloperoxidase (MPO), a neutrophil-derived pro-inflammatory protein, co-localizes with amyloid-β (Aβ) plaques in Alzheimer's disease (AD). Anti-dementia treatment may facilitate efflux of Aβ and associated plaque proteins from the brain to the peripheral circulation, therefore providing potential biomarkers for the monitoring of donor response to drug treatment. OBJECTIVE We investigated the diagnostic utility of MPO as a biomarker of AD, and how anti-dementia treatment alters plasma MPO concentration. METHODS Thirty-two AD patients were recruited, and plasma collected pre-drug administration (baseline), and 1- and 6-months post-treatment. All patients received cholinesterase inhibitors (ChEIs). At baseline and 6 months, patients underwent neuropsychological assessment. Forty-nine elderly healthy individuals with normal cognitive status served as controls. Plasma MPO concentration was measured by ELISA. RESULTS AD drug naïve patients had similar plasma MPO concentration to their control counterparts (p > 0.05). Baseline MPO levels positively correlated with Neuropsychiatric Inventory score (r = 0.5080; p = 0.011) and carer distress (r = 0.5022; p = 0.012). Following 1-month ChEI treatment, 84.4% of AD patients exhibited increased plasma MPO levels (p < 0.001), which decreased at 6 months (p < 0.001). MPO concentration at 1 month was greatest in AD patients whose memory deteriorated during the study period (p = 0.028), and for AD patients with deterioration in Cornell assessment score (p = 0.044). CONCLUSION Whereas baseline MPO levels did not differentiate between healthy and AD populations, baseline MPO positively correlated with initial Neuropsychiatric Inventory evaluation. Post-treatment, transient MPO upregulation in ChEI-treated patients may reflect worse therapeutic outcome. Further studies are required to assess the potential of plasma MPO as an AD therapeutic biomarker.
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Affiliation(s)
- Joy R Wright
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Quazi Fahm E Deen
- UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Anna Stevenson
- School of Life Sciences, University of Glasgow, Glasgow, UK
| | | | - Craig Parker
- BioScreening Core Facility-CAV, Newcastle University, Newcastle, UK
| | | | - Joern R Steinert
- Division of Physiology, Pharmacology and Neuroscience, University of Nottingham, UK
| | - Raj N Kalaria
- Translational and Clinical Research Institute, Newcastle University, Newcastle, UK
| | - Elizabeta B Mukaetova-Ladinska
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
- The Evington Centre, Leicester General Hospital, Leicester, UK
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Lu R, Wang J, Tao R, Wang J, Zhu T, Guo W, Sun Y, Li H, Gao Y, Zhang W, Fowler CJ, Li Q, Chen S, Wu Z, Masters CL, Zhong C, Jing N, Wang Y, Wang Y. Reduced TRPC6 mRNA levels in the blood cells of patients with Alzheimer's disease and mild cognitive impairment. Mol Psychiatry 2018; 23:767-776. [PMID: 28696436 DOI: 10.1038/mp.2017.136] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Revised: 04/24/2017] [Accepted: 05/10/2017] [Indexed: 02/01/2023]
Abstract
Transient receptor potential canonical 6 (TRPC6) inhibits β-amyloid (Aβ) production. Hyperforin, the TRPC6 agonist, reduces Aβ levels and improves cognitive performance in Alzheimer's disease (AD) models. However, it's unknown whether TRPC6 expression is changed in AD patients. In this case-control study, we measured TRPC6 expression levels in the peripheral blood cells of four independent AD sets from five hospitals and one mild cognitive impairment (MCI) set from a local community (229 AD, 70 MCI, 40 Parkinson disease and 359 controls from China, total n=698) using quantitative real-time PCR assay. We found a specific reduction of TRPC6 mRNA levels in four AD sets and one MCI set. The median TRPC6 mRNA levels were lower in the following: (1) combined AD patients than in age-matched controls (0.78 vs 1.73, P<0.001); (2) mild-to-moderate AD patients than in age-matched controls (0.81 vs 1.73, P<0.001); and (3) MCI patients than in age-matched controls (0.76 vs 1.72, P<0.001). In the receiver-operating characteristic curve analysis, the area under curve was 0.85 for combined AD, 0.84 for mild-to-moderate AD and 0.79 for MCI. In a subgroup of AD patients with brain Aβ examination, TRPC6 was associated with standardized uptake value ratio of Pittsburgh Compound B (Spearman's r=-0.49, P=0.04) and cerebrospinal fluid Aβ42 (Spearman's r=0.43, P=0.04). The TRPC6 reduction in AD patients was further confirmed in blood RNA samples from The Australian Imaging, Biomarkers and Lifestyle Flagship Study of Aging, in post-mortem brain tissues from The Netherlands Brain Bank and in induced pluripotent stem cells-derived neurons from Chinese donors. We conclude that TRPC6 mRNA levels in the blood cells are specifically reduced in AD and MCI patients, and TRPC6 might be a biomarker for the early diagnosis of AD.
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Affiliation(s)
- R Lu
- Laboratory of Neural Signal Transduction, Institute of Neuroscience, Chinese Academy of Sciences, Shanghai, China.,Graduate School of Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China.,Beijing Institute of Medical Sciences, Beijing, China
| | - J Wang
- Laboratory of Neural Signal Transduction, Institute of Neuroscience, Chinese Academy of Sciences, Shanghai, China
| | - R Tao
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - J Wang
- Department of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China
| | - T Zhu
- Laboratory of Neural Signal Transduction, Institute of Neuroscience, Chinese Academy of Sciences, Shanghai, China
| | - W Guo
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China.,School of Life Science and Technology, ShanghaiTech University, Shanghai, China
| | - Y Sun
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - H Li
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Y Gao
- Department of Neurology and Institute of Neurology, Rui Jin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - W Zhang
- Department of Geriatrics, Tiantan Hospital, Capital Medical University, Beijing, China
| | - C J Fowler
- The Florey Institute, The University of Melbourne, Melbourne, VIC, Australia
| | - Q Li
- The Florey Institute, The University of Melbourne, Melbourne, VIC, Australia
| | - S Chen
- Department of Neurology and Institute of Neurology, Rui Jin Hospital affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Z Wu
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - C L Masters
- The Florey Institute, The University of Melbourne, Melbourne, VIC, Australia
| | - C Zhong
- Department of Neurology, Zhongshan Hospital and Shanghai Medical College, State Key Laboratory of Medical Neurobiology, Institute of Brain Science, Fudan University, Shanghai, China
| | - N Jing
- State Key Laboratory of Cell Biology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China.,School of Life Science and Technology, ShanghaiTech University, Shanghai, China
| | - Y Wang
- Department of Neurology and Center for Clinical Neuroscience, Daping Hospital, Third Military Medical University, Chongqing, China
| | - Y Wang
- Laboratory of Neural Signal Transduction, Institute of Neuroscience, Chinese Academy of Sciences, Shanghai, China.,Beijing Institute of Medical Sciences, Beijing, China
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Naughton BJ, Duncan FJ, Murrey DA, Meadows AS, Newsom DE, Stoicea N, White P, Scharre DW, Mccarty DM, Fu H. Blood genome-wide transcriptional profiles reflect broad molecular impairments and strong blood-brain links in Alzheimer's disease. J Alzheimers Dis 2016; 43:93-108. [PMID: 25079797 DOI: 10.3233/jad-140606] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
To date, little is known regarding the etiology and disease mechanisms of Alzheimer's disease (AD). There is a general urgency for novel approaches to advance AD research. In this study, we analyzed blood RNA from female patients with advanced AD and matched healthy controls using genome-wide gene expression microarrays. Our data showed significant alterations in 3,944 genes (≥2-fold, FDR ≤1%) in AD whole blood, including 2,932 genes that are involved in broad biological functions. Importantly, we observed abnormal transcripts of numerous tissue-specific genes in AD blood involving virtually all tissues, especially the brain. Of altered genes, 157 are known to be essential in neurological functions, such as neuronal plasticity, synaptic transmission and neurogenesis. More importantly, 205 dysregulated genes in AD blood have been linked to neurological disease, including AD/dementia and Parkinson's disease, and 43 are known to be the causative genes of 42 inherited mental retardation and neurodegenerative diseases. The detected transcriptional abnormalities also support robust inflammation, profound extracellular matrix impairments, broad metabolic dysfunction, aberrant oxidative stress, DNA damage, and cell death. While the mechanisms are currently unclear, this study demonstrates strong blood-brain correlations in AD. The blood transcriptional profiles reflect the complex neuropathological status in AD, including neuropathological changes and broad somatic impairments. The majority of genes altered in AD blood have not previously been linked to AD. We believe that blood genome-wide transcriptional profiling may provide a powerful and minimally invasive tool for the identification of novel targets beyond Aβ and tauopathy for AD research.
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Affiliation(s)
- Bartholomew J Naughton
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - F Jason Duncan
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Darren A Murrey
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Aaron S Meadows
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - David E Newsom
- Biomedical Genomics Core, Center for Microbial Pathogenesis, The Research Institute at Nationwide Children's Hospital, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA
| | - Nicoleta Stoicea
- Division of Cognitive Neurology, Forest Hills Center for Alzheimer's Disease, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA Department of Neurology, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA
| | - Peter White
- Biomedical Genomics Core, Center for Microbial Pathogenesis, The Research Institute at Nationwide Children's Hospital, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA Department of Pediatrics, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA
| | - Douglas W Scharre
- Division of Cognitive Neurology, Forest Hills Center for Alzheimer's Disease, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA Department of Neurology, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA
| | - Douglas M Mccarty
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA Department of Pediatrics, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA
| | - Haiyan Fu
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, OH, USA Department of Pediatrics, College of Medicine and Public Health, The Ohio State University, Columbus, OH, USA
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Humphries C, Kohli MA. Rare Variants and Transcriptomics in Alzheimer disease. CURRENT GENETIC MEDICINE REPORTS 2014; 2:75-84. [PMID: 25045597 DOI: 10.1007/s40142-014-0035-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Alzheimer disease (AD) is the most common dementia in the elderly, still without effective treatment. Early-onset AD (EOAD) is caused by mutations in the genes APP, PSEN1 and PSEN2. Genome-wide association studies have identified >20 late-onset AD (LOAD) susceptibility genes with common variants of small risk, with the exception of APOE. We review rare susceptibility variants in LOAD with larger effects that have been recently identified in the EOAD gene APP and the newly discovered AD genes TREM2 and PLD3. Human genetic studies now consistently support the amyloid hypothesis of AD for both EOAD and LOAD. Moreover, they identified biological processes that overlap with human transcriptomics studies in AD across different tissues, such as inflammation, cytoskeletal organization, synaptic functions, etc. Transcriptomic profiles of pre-symptomatic AD-associated variant carriers already reflect specific molecular mechanisms reminiscent to those of AD patients. This might provide an avenue for personalized medicine.
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Affiliation(s)
- Crystal Humphries
- Department of Human Genetics, John T. Macdonald Foundation, University of Miami, Miller School of Medicine, 1501 NW 10th Avenue (BRB-531), Miami, FL 33136, USA ; John P. Hussman Institute for Human Genomics (HIHG), University of Miami, Miller School of Medicine, 1501 NW 10th Avenue (BRB-531), Miami, FL 33136, USA
| | - Martin A Kohli
- John P. Hussman Institute for Human Genomics (HIHG), University of Miami, Miller School of Medicine, 1501 NW 10th Avenue (BRB-531), Miami, FL 33136, USA
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Cooper-Knock J, Kirby J, Ferraiuolo L, Heath PR, Rattray M, Shaw PJ. Gene expression profiling in human neurodegenerative disease. Nat Rev Neurol 2012; 8:518-30. [PMID: 22890216 DOI: 10.1038/nrneurol.2012.156] [Citation(s) in RCA: 158] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Transcriptome study in neurodegenerative disease has advanced considerably in the past 5 years. Increasing scientific rigour and improved analytical tools have led to more-reproducible data. Many transcriptome analysis platforms assay the expression of the entire genome, enabling a complete biological context to be captured. Gene expression profiling (GEP) is, therefore, uniquely placed to discover pathways of disease pathogenesis, potential therapeutic targets, and biomarkers. This Review summarizes microarray human GEP studies in the common neurodegenerative diseases amyotrophic lateral sclerosis (ALS), Parkinson disease (PD) and Alzheimer disease (AD). Several interesting reports have compared pathological gene expression in different patient groups, disease stages and anatomical areas. In all three diseases, GEP has revealed dysregulation of genes related to neuroinflammation. In ALS and PD, gene expression related to RNA splicing and protein turnover is disrupted, and several studies in ALS support involvement of the cytoskeleton. GEP studies have implicated the ubiquitin-proteasome system in PD pathogenesis, and have provided evidence of mitochondrial dysfunction in PD and AD. Lastly, in AD, a possible role for dysregulation of intracellular signalling pathways, including calcium signalling, has been highlighted. This Review also provides a discussion of methodological considerations in microarray sample preparation and data analysis.
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Affiliation(s)
- Johnathan Cooper-Knock
- Academic Unit of Neurology, Sheffield Institute for Translational Neuroscience, University of Sheffield, 385A Glossop Road, Sheffield S10 2HQ, UK
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Vascular disrupting activity and the mechanism of action of EHT 6706, a novel anticancer tubulin polymerization inhibitor. Invest New Drugs 2012; 31:304-19. [PMID: 22878926 DOI: 10.1007/s10637-012-9858-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2012] [Accepted: 07/09/2012] [Indexed: 10/28/2022]
Abstract
Tumor blood vessels are an important emerging target for anticancer therapy. Here, we characterize the in vitro antiproliferative and antiangiogenic properties of the synthetic small molecule, 7-ethoxy-4-(3,4,5-trimethoxybenzyl)isoquinolin-8-amine dihydrochloride, EHT 6706, a novel microtubule-disrupting agent that targets the colchicine-binding site to inhibit tubulin polymerization. At low nM concentrations, EHT 6706 exhibits highly potent antiproliferative activity on more than 60 human tumor cell lines, even those described as being drug resistant. EHT 6706 also shows strong efficacy as a vascular-disrupting agent, since it prevents endothelial cell tube formation and disrupts pre-established vessels, changes the permeability of endothelial cell monolayers and inhibits endothelial cell migration. Genome-wide transcriptomic analysis of EHT 6706 effects on human endothelial cells shows that the antiangiogenic activity elicits gene deregulations of antiangiogenic pathways. These findings indicate that EHT 6706 is a promising tubulin-binding compound with potentially broad clinical antitumor efficacy.
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Disease-specific expression of the serotonin-receptor 5-HT(2C) in natural killer cells in Alzheimer's dementia. J Neuroimmunol 2012; 251:73-9. [PMID: 22766135 DOI: 10.1016/j.jneuroim.2012.06.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Revised: 04/14/2012] [Accepted: 06/03/2012] [Indexed: 11/21/2022]
Abstract
Alzheimer's dementia (AD) is a degenerative brain disorder characterized mainly by cholinergic failure, but other neuro-transmitters are also deficient especially at late stages of the disease. Misfolded β-amyloid peptide has been identified as a causative agent, however inflammatory changes also play a pivotal role. Even though the most prominent pathology is seen in the cognitive functions, specific abnormalities of the central nervous system (CNS) are also reflected in the periphery, particularly in the immune responses of the body. The aim of this study was to characterize the dopaminergic and serotonergic systems in AD, which are also markedly disrupted along with the hallmark acetyl-choline dysfunction. Peripheral blood mono-nuclear cells (PBMCs) from demented patients were judged against comparison groups including individuals with late-onset depression (LOD), as well as non-demented and non-depressed subjects. Cellular sub-populations were evaluated by mono-clonal antibodies against various cell surface receptors: CD4/CD8 (T-lymphocytes), CD19 (B-lymphocytes), CD14 (monocytes), and CD56 (natural-killer (NK)-cells). The expressions of dopamine D(3) and D(4), as well as serotonin 5-HT(1A), 5-HT(2A), 5-HT(2B) and 5-HT(2C) were also assessed. There were no significant differences among the study groups with respect to the frequency of the cellular sub-types, however a unique profound increase in 5-HT(2C) receptor exclusively in NK-cells was observed in AD. The disease-specific expression of 5-HT(2C), as well as the NK-cell cyto-toxicity, has been linked with cognitive derangement in dementia. These changes not only corroborate the existence of bi-directional communication between the immune system and the CNS, but also elucidate the role of inflammatory activity in AD pathology, and may serve as potential biomarkers for less invasive and early diagnostic purposes as well.
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Gottfries J, Melgar S, Michaëlsson E. Modelling of mouse experimental colitis by global property screens: a holistic approach to assess drug effects in inflammatory bowel disease. PLoS One 2012; 7:e30005. [PMID: 22279558 PMCID: PMC3261178 DOI: 10.1371/journal.pone.0030005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2011] [Accepted: 12/11/2011] [Indexed: 01/17/2023] Open
Abstract
Preclinical disease models play an important role in the establishment of new treatment paradigms, identification of biomarkers and assessment of drug efficacy and safety. However, the accuracy of these models in context of the human disease are sometimes questioned, e.g. due to trials failing to confirm efficacy in humans. We suggest that one reason behind this gap in predictability may relate to how the preclinical data is analyzed and interpreted. In the present paper, we introduce a holistic approach to analyze and illustrate data in context of one of the most commonly used colitis models, i.e. the mouse dextran sulphate sodium (DSS) colitis model. Diseased mice were followed over time along disease progression and by use of tool pharmacological compounds activating nuclear hormone receptors, respectively. A new multivariate statistics approach was applied including principal component analysis (PCA) with treatment prediction subsequent to establishing the principal component analysis model. Thus, several studies could be overlaid and compared to each other in a new, comprehensive and holistic way. This method, named mouse colitis global property screening, appears applicable not only to any animal modelling series of studies but also to human clinical studies. The prerequisites for the study set up and calculations are delineated and examples of new learnings from the global property screening will be presented.
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Affiliation(s)
- Johan Gottfries
- Department of Chemistry, University of Gothenburg, Gothenburg, Sweden
| | - Silvia Melgar
- Alimentary Pharmabiotic Centre, University College Cork, National University of Ireland, Cork, Ireland
| | - Erik Michaëlsson
- Department of Bioscience, Cardiovascular and Gastrointestinal IMED, AstraZeneca R&D Mölndal, Mölndal, Sweden
- * E-mail:
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Commentary on "Developing a national strategy to prevent dementia: Leon Thal Symposium 2009." Developing a blood test for Alzheimer's disease using advanced genomic expression technology. Alzheimers Dement 2010; 6:147-9. [PMID: 20298978 DOI: 10.1016/j.jalz.2010.01.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
There is a significant need for reliable molecular biomarkers to aid in Alzheimer's disease (AD) clinical diagnosis. RNA transcriptional profiling, although extensively applied for biomarker development in other diseases, is first defining its role in AD. Application of this technology has the sensitivity and power to provide sufficient information for the development of tests to determine disease severity, progression, heterogeneity, and potential for therapeutic response in the AD population. In order to bring forth the potential of this technology, however, the community needs to make a concerted effort to begin sample collection as soon as patients/subjects are identified. Only then can these powerful technologies be applied in a well controlled study for the development of novel diagnostics.
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