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  1. NTU Theses and Dissertations Repository
  2. 公共衛生學院
  3. 流行病學與預防醫學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/56498
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dc.contributor.advisor程蘊菁(Yen-Ching Chen)
dc.contributor.authorDong-Jin Leeen
dc.contributor.author李東錦zh_TW
dc.date.accessioned2021-06-16T05:31:35Z-
dc.date.available2019-10-20
dc.date.copyright2014-10-20
dc.date.issued2014
dc.date.submitted2014-08-13
dc.identifier.citation1. Alzheimer's Disease & Dementia | Alzheimer's Association.
2. Mitchell, A.J. and M. Shiri-Feshki, Rate of progression of mild cognitive impairment to dementia--meta-analysis of 41 robust inception cohort studies. Acta Psychiatr Scand, 2009. 119(4): p. 252-65.
3. Sun, Y., et al., A nationwide survey of mild cognitive impairment and dementia, including very mild dementia, in taiwan. PLoS One, 2014. 9(6): p. e100303.
4. Petersen, R.C., Clinical practice. Mild cognitive impairment. N Engl J Med, 2011. 364(23): p. 2227-34.
5. Sasaki, M., et al., Prevalence of four subtypes of mild cognitive impairment and APOE in a Japanese community. Int J Geriatr Psychiatry, 2009. 24(10): p. 1119-26.
6. Wang, G., et al., Plasma Metabolite Profiles of Alzheimer's Disease and Mild Cognitive Impairment. J Proteome Res, 2014.
7. Zimny, A., et al., Evaluation of the Posterior Cingulate Region with FDG-PET and Advanced MR Techniques in Patients with Amnestic Mild Cognitive Impairment: Comparison of the Methods. J Alzheimers Dis, 2014.
8. Beckonert, O., et al., Metabolic profiling, metabolomic and metabonomic procedures for NMR spectroscopy of urine, plasma, serum and tissue extracts. Nat Protoc, 2007. 2(11): p. 2692-703.
9. Bictash, M., et al., Opening up the 'Black Box': metabolic phenotyping and metabolome-wide association studies in epidemiology. J Clin Epidemiol, 2010. 63(9): p. 970-9.
10. Watkins, S.M. and J.B. German, Metabolomics and biochemical profiling in drug discovery and development. Curr Opin Mol Ther, 2002. 4(3): p. 224-8.
11. Forsythe, I.J. and D.S. Wishart, Exploring human metabolites using the human metabolome database. Curr Protoc Bioinformatics, 2009. Chapter 14: p. Unit14 8.
12. Tsai, C.F., et al., Psychometrics of the Montreal Cognitive Assessment (MoCA) and its subscales: validation of the Taiwanese version of the MoCA and an item response theory analysis. Int Psychogeriatr, 2012. 24(4): p. 651-8.
13. Xia, J., et al., MetaboAnalyst 2.0--a comprehensive server for metabolomic data analysis. Nucleic Acids Res, 2012. 40(Web Server issue): p. W127-33.
14. Tumati, S., S. Martens, and A. Aleman, Magnetic resonance spectroscopy in mild cognitive impairment: systematic review and meta-analysis. Neurosci Biobehav Rev, 2013. 37(10 Pt 2): p. 2571-86.
15. Helbecque, N., et al., VLDL receptor polymorphism, cognitive impairment, and dementia. Neurology, 2001. 56(9): p. 1183-8.
16. Mamo, J.C., et al., Plasma lipoprotein beta-amyloid in subjects with Alzheimer's disease or mild cognitive impairment. Ann Clin Biochem, 2008. 45(Pt 4): p. 395-403.
17. Kaul, R., et al., Cloning of the human aspartoacylase cDNA and a common missense mutation in Canavan disease. Nat Genet, 1993. 5(2): p. 118-23.
18. Guneral, F. and C. Bachmann, Age-related reference values for urinary organic acids in a healthy Turkish pediatric population. Clin Chem, 1994. 40(6): p. 862-6.
19. Tedeschi, G., et al., Diffuse central neuronal involvement in Fabry disease: a proton MRS imaging study. Neurology, 1999. 52(8): p. 1663-7.
20. Sreekumar, A., et al., Metabolomic profiles delineate potential role for sarcosine in prostate cancer progression. Nature, 2009. 457(7231): p. 910-4.
21. de la Monte, S.M., et al., Oxidative stress and hypoxia-like injury cause Alzheimer-type molecular abnormalities in central nervous system neurons. Cell Mol Life Sci, 2000. 57(10): p. 1471-81.
22. Tukiainen, T., et al., A multi-metabolite analysis of serum by 1H NMR spectroscopy: early systemic signs of Alzheimer's disease. Biochem Biophys Res Commun, 2008. 375(3): p. 356-61.
23. Okuizumi, K. and S. Tsuji, [Molecular genetics of apolipoprotein E and its receptors, implications for genetic risk factors of Alzheimer's disease]. Tanpakushitsu Kakusan Koso, 1996. 41(10): p. 1460-4.
24. Mayeux, R., et al., The apolipoprotein epsilon 4 allele in patients with Alzheimer's disease. Ann Neurol, 1993. 34(5): p. 752-4.
25. Ueki, A., et al., A high frequency of apolipoprotein E4 isoprotein in Japanese patients with late-onset nonfamilial Alzheimer's disease. Neurosci Lett, 1993. 163(2): p. 166-8.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/56498-
dc.description.abstract背景:過去的研究已發現與許多代謝物與認知功能相關,但單一的代謝物並不能解釋認知障礙複雜的病理機轉。代謝體學提供人體內動態且有多變項參與代謝反應的概觀。目前認知功能障礙的機制還不清,本研究旨在探討代謝體特徵和認知功能障礙的關聯。
方法:本研究為橫斷式研究。共招募了256位65歲及以上在台大醫院參加老人健康檢查的老人(2011-2013)。認知功能的評估則是使用中文版的蒙特利爾認知評估量表,總分為30分,小於24分為認知功能障礙,大於及等於24分為認知功能正常。運用核磁共振氫譜(1H-NMR)光譜儀測定受試者血漿中的代謝體特徵。隨後使用主成分分析(PCA)和最小乘方分析法(PLS-DA)將代謝物分組,再放入邏輯斯迴歸模型評估代謝物和認知功能障礙的關聯。
結果:研究結果顯示,主成分分析(PCA)和最小乘方分析法(PLS-DA)的散佈圖不易區分認知功能受損和正常老人。13個代謝物被辨認出來,其中VLDL&LDL, lipid (CH2)n (P = 0.02) 在認知功能障礙及正常老人之間有顯著的差異。依據ApoE ɛ4遺傳半型有無的狀態做分層後,未帶有ApoE ɛ4的老人,VLDL&LDL, lipid (CH2)n (AOR = 2.40, 95% CI = 1.14-5.04) 和N-acetyl glycoprotein (AOR = 5.01, CI = 1.10-22.72)濃度之升高和認知功能障礙風險的增加有關。
結論:本研究研究運用核磁共振氫譜技術的代謝體方法,成功地在未帶有ApoE ɛ4對偶基因的老人辨識出2個與認知功能障礙有關的代謝物(VLDL&LDL, lipid (CH2)n以及 N-acetyl glycoprotein)。未來大型的世代追蹤研究有助於確認本研究之發現。
zh_TW
dc.description.abstractBackground. Previous studies relating the alteration of specific circulating metabolites to cognitive impairment was unable to capture of the complex pathogenesis of cognitive impairment. Metabolomics provided an overview of the dynamic and multiparametric metabolic response in the human body. The mechanism of cognitive impairment is complex. Therefore, this study was aimed to explore the association between metabolomic profiles and the risk of cognitive impairment.
Methods. This was a cross-sectional study. A total of 256 participants, aged 65 years or older, were recruited from the annual Elderly Health Checkup (EHC) program at National Taiwan University Hospital between 2011 and 2013. Montreal Cognitive Assessment (MoCA), Chinese version, was used to assess global cognitive function. 1H nuclear magnetic resonance spectroscopy (NMR) was applied to investigate the perturbation of metabolome in the plasma sample. Principal components analysis (PCA) and partial least squares-discriminant analysis (PLS-DA) were used to differentiate metabolic profiling. Multivariable regression models were used to assess the association between identified metabolites and cognitive impairment.
Results. The unsupervised PCA and supervised PLS-DA showed little visual separation between cognitive impaired and normal elders. Among 13 identified metabolites VLDL&LDL, lipid (CH2)n was significantly different between cognitive impaired and normal elders (P=0.02). After stratification by ApoE ɛ4 status, elevated VLDL&LDL, lipid (CH2)n [adjusted odds ratio (AOR) = 2.40, 95% confidence interval (CI) = 1.14-5.04] and N-acetyl glycoprotein [AOR = 5.01, CI = 1.10-22.72] were associated with the risk of cognitive impaired among ApoE ɛ4 non-carriers.
Conclusion. This study uses 1H NMR-based metabolomic approach and successfully identified two metabolites (VLDL&LDL, lipid (CH2)n and N-acetyl glycoprotein) for cognitive impairment among ApoE ɛ4 non-carriers. Larger study with longitudinal design and prospective studies are needed to confirm our findings.
en
dc.description.provenanceMade available in DSpace on 2021-06-16T05:31:35Z (GMT). No. of bitstreams: 1
ntu-103-R00849041-1.pdf: 1271000 bytes, checksum: 1431a06aa5a3146b0b948b1b57677875 (MD5)
Previous issue date: 2014
en
dc.description.tableofcontents誌謝 I
摘要 II
ABSTRACT III
CONTENTS V
LIST OF FIGURES VII
LIST OF TABLES VIII
Chapter 1 Introduction 1
1.1 Importance of cognitive impairment 1
1.2 Risk factors of cognitive impairment 1
1.3 Metabolomics 2
1.4 Aims 2
Chapter 2 Materials and Methods 4
2.1 Study population 4
2.2 Assessment of cognitive impairment 4
2.3 Sample collection and preparation 4
2.3 1D 1H NMR spectroscopy acquisition 5
2.4 NMR spectral pre-processing 5
2.5 Metabolite identification 6
2.6 Statistical analysis 6
Chapter 3 Results 8
3.1 Characteristics of the study population 8
3.2 PLS-DA and permutation test for cognitive impairment by ApoE ɛ4 status 8
3.3 Identification of important metabolites for cognitive impairment 8
3.4 Association between candidate metabolites and cognitive impairment 9
Chapter 4 Discussion 10
4.1 Main findings and comparison with previous studies 10
4.2 Postulated mechanism of candidate metabolites and cognitive impairment 10
4.3 Strength and limitations 11
4.4. Conclusion 12
References 23
Appendix 24
dc.language.isoen
dc.subject認知功能障礙zh_TW
dc.subject核磁共振氫譜技術zh_TW
dc.subject代謝體學zh_TW
dc.subject蒙特利爾認知評估量表zh_TW
dc.subjectmetabolomeen
dc.subjectcognitive impairmenten
dc.subjectnuclear magnetic resonance spectroscopyen
dc.subjectmetabolomicsen
dc.title應用核磁共振氫譜技術探討台灣老年人代謝體特徵與認知功能障礙之關聯研究zh_TW
dc.titleAssociation of Metabolome with Cognitive Impairment in Taiwanese Elders Revealed by 1H NMR Spectroscopyen
dc.typeThesis
dc.date.schoolyear102-2
dc.description.degree碩士
dc.contributor.coadvisor林靖愉(Ching-Yu Lin)
dc.contributor.oralexamcommittee丘政民,蔡克嵩
dc.subject.keyword認知功能障礙,核磁共振氫譜技術,代謝體學,蒙特利爾認知評估量表,zh_TW
dc.subject.keywordcognitive impairment,nuclear magnetic resonance spectroscopy,metabolomics,metabolome,en
dc.relation.page24
dc.rights.note有償授權
dc.date.accepted2014-08-13
dc.contributor.author-college公共衛生學院zh_TW
dc.contributor.author-dept流行病學與預防醫學研究所zh_TW
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