In conclusion, gene expression profiling in blood may have potential to be an adjuvant marker for early detection of AD. Expression marker panel is more informative than single gene expression signature. Further validation in prospective studies will substantiate its clinical application and explore its potential to differentiate AD from other dementias and to predict the progression from MCI to AD. (Abstract shortened by UMI.) / In the study, the profile of 12 target gene expression levels in peripheral blood cells were determined in 96 AD, 145 MCI and 167 normal controls (NC) by quantitative real-time RT-PCR. The genes were identified with (i) high expression in blood and brain; (ii) differential expression between AD and control; (iii) AD related candidate genes. Then, a list of genes were selected including CTSB, CTSD, DDT, ITPKB, NDUFA6, NRD1, PIN1, SNX2, TSC1, UQCRC1, CNR2, GSTM3. Seven genes were found to be differentially expressed between AD and NC group, with upregulation of CTSB, CTSD, DDT, TSC1 and UQCRC1, and downregulation of ITPKB and PIN1 in AD patients. Expression levels of two genes were increased in the MCI compared with NC group, including CTSB and CTSD. In addition, an upregulation of CTSD, UQCRC1, NRD1 and downregulation of ITPKB were observed in AD subjects in comparison to the MCI group (Mann-Whitney U test, p<0.05). After adjusting for confounding factors of age, gender, education level, ApoE4 status and the total CIRS score, expression level of any single gene was not associated with the classfication of AD or MCI (Logistic regression, p>0.05). A five gene biomarker panel, including DDT, ITPKB, PIN1, TSC1 and UQCRC1 was identified with logistic regression analysis. The function of Logit(P)= ln(P/(1-P))= b0+b1RatioDDT+ b2RatioITPKB + b3Ratio PIN1 +b4 RatioTSC1+b5Ratio UQCRC1 were defined as the probability of a subject to be diagnosed as "AD" or "MCI' by using 5-gene biomarker panel. ROC analysis showed that the AUC for the 5-gene biomarkers panel in differentiating between AD and NC, between MCI and NC, between AD and MCI were 0.79 (95% CI, 0.72-0.86; p<0.001), 0.61 (95% CI, 0.53-0.69; p=0.007) and 0.68 (95% CI, 0.60-0.76; p<0.001) respectively. The 5-gene combination was found to discriminate AD subjects from normal controls with good sensitivity and specificity of 70.7% and 86.7% respectively at an optimal cut-off point of 0.486. Low sensitivity (42.4%) and acceptable specificity (76.2%) were observed at a cut-off threshold of 0.505 when differentiating MCI from NC subjects. Between AD and MCI subjects, gene combination showed a sensitivity of 61% and specificity of 73.7% at a cut-off value of 0.496. / Several genes including CTSD, DDT, NDUFA6, TSC1 and UQCRC1 were found in association with the cognitive and psychiatric symptoms, indicating the role of genetic factors in moderating the presence of cognitive and NP profiles in demented individuals. / The aim of the present study is to evaluate the gene expression profiling of peripheral leukocytes in Chinese subjects with Alzheimer's disease (AD) and explored its potential of clinical application. Behavioral phenotypes of cognitive performance and neuropsychiatric assessment were also investigated in association with gene expression in AD. Persons with mild cognitive impairment (MCI), as an at-risk state between normal aging and clinical dementia, was also assessed in consideration that the information may provide a better understanding of the mechanisms involved in clinical progression of AD. / The genes identified in this study were involved in processes implicated in neurodegneration, including protein isomerization (PIN1), calcium disequilibrium and mitochondria insufficiency (ITPKB and UQCRC1), increased inflammatory response (DDT), apoptosis (CTSB and CTSD) and neurogeneration (NRD1 and TSC1). / Fu, Yan. / Adviser: Chiu Wa Lam. / Source: Dissertation Abstracts International, Volume: 73-02, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 132-168). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. [Ann Arbor, MI] : ProQuest Information and Learning, [201-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_344675 |
| Date | January 2010 |
| Contributors | Fu, Yan, Chinese University of Hong Kong Graduate School. Division of Medical Sciences. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, theses |
| Format | electronic resource, microform, microfiche, 1 online resource (xviii, 168 leaves : ill.) |
| Rights | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
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