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Marker extractions in DNA sequences using sub-sequence segmentation tree.January 2005 (has links)
Hung Wah Johnson. / Thesis submitted in: August 2004. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 116-121). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgement --- p.iv / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Motivation --- p.1 / Chapter 1.2 --- Problem Statement --- p.3 / Chapter 1.3 --- Outline of the thesis --- p.6 / Chapter 2 --- Background --- p.8 / Chapter 2.1 --- Biological Background --- p.8 / Chapter 2.2 --- Sequence Alignments --- p.9 / Chapter 2.2.1 --- Pairwise Sequences Alignment --- p.11 / Chapter 2.2.2 --- Multiple Sequences Alignment --- p.15 / Chapter 2.3 --- Neighbor Joining Tree --- p.16 / Chapter 2.4 --- Marker Extractions --- p.18 / Chapter 2.5 --- Neural Network --- p.19 / Chapter 2.6 --- Conclusion --- p.22 / Chapter 3 --- Related Work --- p.23 / Chapter 3.1 --- FASTA --- p.23 / Chapter 3.2 --- Suffix Tree --- p.25 / Chapter 4 --- Sub-Sequence Segmentation Tree --- p.28 / Chapter 4.1 --- Introduction --- p.28 / Chapter 4.2 --- Problem Statement --- p.29 / Chapter 4.3 --- Design --- p.33 / Chapter 4.4 --- Time and space complexity analysis --- p.38 / Chapter 4.4.1 --- Performance Evaluation --- p.40 / Chapter 4.5 --- Summary --- p.48 / Chapter 5 --- Applications: Global Sequences Alignment --- p.51 / Chapter 5.1 --- Introduction --- p.51 / Chapter 5.2 --- Problem Statement --- p.53 / Chapter 5.3 --- Pairwise Alignment --- p.53 / Chapter 5.3.1 --- Algorithm --- p.53 / Chapter 5.3.2 --- Time and Space Complexity Analysis --- p.64 / Chapter 5.4 --- Multiple Sequences Alignment --- p.67 / Chapter 5.4.1 --- The Clustalw Algorithm --- p.68 / Chapter 5.4.2 --- MSA Using SSST --- p.70 / Chapter 5.4.3 --- Time and Space Complexity Analysis --- p.70 / Chapter 5.5 --- Experiments --- p.71 / Chapter 5.5.1 --- Experiment Setting --- p.72 / Chapter 5.5.2 --- Experimental Results --- p.72 / Chapter 5.6 --- Summary --- p.80 / Chapter 6 --- Applications: Marker Extractions --- p.81 / Chapter 6.1 --- Introduction --- p.81 / Chapter 6.2 --- Problem Statement --- p.82 / Chapter 6.3 --- The Multiple Sequence Alignment Approach --- p.85 / Chapter 6.3.1 --- Design --- p.85 / Chapter 6.4 --- Reference Sequence Alignment Approach --- p.88 / Chapter 6.4.1 --- Design --- p.90 / Chapter 6.5 --- Time and Space Complexity Analysis --- p.95 / Chapter 6.6 --- Experiments --- p.95 / Chapter 6.7 --- Summary --- p.99 / Chapter 7 --- HBV Application Framework --- p.101 / Chapter 7.1 --- Motivations --- p.101 / Chapter 7.2 --- The Procedure Flow of the Application --- p.102 / Chapter 7.2.1 --- Markers Extractions --- p.103 / Chapter 7.2.2 --- Rules Training and Prediction --- p.103 / Chapter 7.3 --- Results --- p.105 / Chapter 7.3.1 --- Clustering --- p.106 / Chapter 7.3.2 --- Classification --- p.107 / Chapter 7.4 --- Summary --- p.110 / Chapter 8 --- Conclusions --- p.112 / Chapter 8.1 --- Contributions --- p.112 / Chapter 8.2 --- Future Works --- p.114 / Chapter 8.2.1 --- HMM Learning --- p.114 / Chapter 8.2.2 --- Splice Sites Learning --- p.114 / Chapter 8.2.3 --- Faster Algorithm for Multiple Sequences Alignment --- p.115 / Bibliography --- p.121
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Phytochemical and biological studies of phyllanthus species: effects on hepatitis B virus. / CUHK electronic theses & dissertations collectionJanuary 2005 (has links)
A number of recent research studies have been done on different species of the plants of the genus Phyllanthus. The plants are widely distributed in most tropical and subtropical countries and have long been used for the treatment of liver diseases in China and India. / Hepatitis B virus (HBV) is a major pathogen of human viral hepatitis. It has been estimated that 350 million people are chronic carriers of HBV throughout the world. Increasing evidence indicates that persistent viral infection of the liver is associated with cirrhosis and hepatocellular carcinoma. Hepatitis B virus belongs to a family of DNA viruses called hepadnaviruses. The current treatments of HBV infection with interferon or lamivudine have several disadvantages, and there appears to be much room for improvement in terms of medical treatment. / My project research focuses on two poorly characterized Indian Phyllanthus species called Phyllanthus nanus ("PN") and Phyllanthus niruri ("PI"). In my studies, random amplified polymorphic DNA ("RAPD") technique and high performance liquid chromatography ("HPLC") fingerprinting were used to authenticate different species of Phyllanthus. Both aqueous and ethanolic extracts of PN and PI were prepared to study their cytotoxicity in hepatoma cell lines. The effect of these extracts on hepatitis B virus was also examined in the HBV-genome integrated cell lines - PLC/PRF/5 (Alexander) and HepG2 2.2.15. Microparticle enzyme immunoassay ("MEIA") and enzyme-linked immunosorbent assay were used to measure the amount of hepatitis B surface antigen ("HBsAg") and hepatitis B e antigen ("HBeAg") secretion from the cell lines. RT-PCR was used to detect the change in HBsAg mRNA's expression level in the drug-treated cell lines. Real-time PCR was also employed to examine the effect of drug treatment on the level of HBV DNA replication and the amount of virions secreted into the medium. The experimental results showed that both the aqueous and ethanolic extracts of PN and PI exerted suppressive effect on HBsAg secretion and HBsAg mRNA level. The PN and PI ethanolic extracts also showed mild suppression of viral replication in vitro. The ethanolic extract of PN seemed to be more potent in suppressing HBV than the other extracts tested. (Abstract shortened by UMI.) / Lam Wai Yip. / "June 2005." / Advisers: Mary Waye; Vincent Ooi. / Source: Dissertation Abstracts International, Volume: 67-07, Section: B, page: 3594. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (p. 217-234). / 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, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract in English and Chinese. / School code: 1307.
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Identification and characterization of pathogenetic events in the progression of human hepatocellular carcinoma. / CUHK electronic theses & dissertations collectionJanuary 2005 (has links)
Hepatocellular carcinoma (HCC) is a highly malignant tumor that is prevalent in Southeast Asia and China, where hepatitis B viral (HBV) infection is the main etiologic factor. Despite a high incidence of HCC developing in patients with HBV-induced liver cirrhosis, the molecular events underlying the malignant liver progression remain largely unclear. In an effort to characterize the genetic abnormalities involved in the HBV-related liver carcinogenesis, genome-wide exploration by metaphase comparative genomic hybridization (CGH) was performed on 100 cirrhotic HCC tumors that were derived from chronic hepatitis B carriers. CGH analysis indicated chromosomal instability in both early and advanced stage tumors where common genomic copy gains on 1q, 8q and 17q, and deletions on 4q, 8p, 13q, 16q and 17p found in both groups are suggestive of early events in hepatocarcinogenesis. Nevertheless, a combined univariate and multivariate statistical analyses highlighted for the first time preferential regional 3q26-q28, 7q21-q22 and 7q34-q36 gains in association with advanced stage HCC. The novel aberrant gains identified here thus formed basis for further mapping analysis for causative genes related to HCC progression in this thesis. / Near 50% of the advanced stage HCC manifested copy gains of chr 7q21-q22. High resolution mapping analysis by cDNA microarray-based CGH nominated 13 amplified candidates within the region 7q21-q22 Analysis on the mRNA expresson levels of these genes in a cohort of primary HCC compared to paired adjacent non-tumorous liver tissues by quantitative RT-PCR (qRT-PCR) indicated the up-regulation of the PFTK1 (PFTAIRE protein kinase 1) gene as the only candidate that demonstrated a close association with advanced metastatic tumors. The effects of PFTK1 on cell proliferation, migration and invasive phenotypes were further studied to substantiate its role in HCC progression. Upon gene suppression of PFTK1 in vitro by RNA interference (RNAi), a significant reduction in chemotactic migration, cellular invasion and an inhibition on cell motility were indicated, albeit cell proliferation remained unaffected. / Sub-cellular localization study of translated PFTK1 protein indicated protein localization in both the nucleus and cytoplasm. This has led to the further investigations of potential PFTK1 function at both the transcriptional and protein levels. (Abstract shortened by UMI.) / Sy Ming Hui. / "July 2005." / Advisers: Winnie Yeo; Nathalie Wong. / Source: Dissertation Abstracts International, Volume: 67-07, Section: B, page: 3571. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (p. 124-139). / 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, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract in English and Chinese. / School code: 1307.
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High-throughput discovery and detection of viral mutations in hepatitis B virus quasi-species for patients undergoing antiviral therapy. / 高通量發現及檢測抗乙型肝炎病毒治療患者的病毒突變株的方法學研究 / CUHK electronic theses & dissertations collection / Gao tong liang fa xian ji jian ce kang yi xing gan yan bing du zhi liao huan zhe de bing du tu bian zhu de fang fa xue yan jiuJanuary 2009 (has links)
HBV DNA replicates through a genomic RNA intermediate. The HBV reverse transcriptase lacks proof-reading activity, resulting in a much higher mutation rate for the HBV genome compared with other DNA viruses. HBV DNA thus is often present in quasi-species in an individual. One or more species may be favorably selected by factors like host immune clearance and use of antiviral drugs. / Hepatitis B virus (HBV) infected millions of people worldwide. Chronic HBV infection is the leading cause of liver cirrhosis and hepatocellular carcinoma (HCC). / In summary, this study developed and validated two platforms for (1) HBV mutation discovery; and (2) HBV mutation detection in viral quasi-species. These tools may be useful for research on HBV drug resistant mutations, clinical instructing and monitoring of antiviral treatment. / In this study, I have developed high-throughput methods for (1) discovery of novel HBV mutations; and (2) highly multiplexed detection of known HBV mutations, both in the background of HBV quasi-species. Patients undergoing long-term lamivudine treatment were used for mutation discovery. For mutation discovery in quasi-species, the MassCLEAVE(TM) technology, a method based on base-specific RNA cleavage and automated Matrix Assisted Laser Desorption/Ionization Time-of-Flight mass spectrometry (MALDI-TOF MS), was used. I found that MassCLEAVE(TM) can be used to discover mutations present as minorities. Additionally, a synergistic effect was found between direct sequencing and MassCLEAVE(TM) in identifying minority mutations. Multi-PLEX, a method based on single nucleotide extension and automated MALDI-TOF MS, was used to develop a highly multiplexed assay for simultaneous detection of 60 HBV mutations including all functionally known HBV mutations and other frequently observed mutations during antiviral treatment with unknown functions. This multiplex assay was tested on a large cohort of single and multiple drug-resistant patients and was shown to be highly accurate in detecting HBV viral mutations in quasi-species. / Nucleotide and nucleoside analogues (NAs) are widely used for antiviral therapy by effectively suppressing viral DNA replication. However, long-term administration may select for drug-resistant mutant strains, leading to treatment failure and liver disease progression. A number of HBV mutations such as rtM204V/I, rtN236T and rtL180M within the HBV reverse transcriptase are known to confer drug resistance. Detection of these known mutations is useful genotypic markers for monitoring antiviral treatment. In addition, novel drug resistant mutations continue to be discovered. / by Luan, Ju. / Adviser: Chunming Ding. / Source: Dissertation Abstracts International, Volume: 70-09, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2009. / Includes bibliographical references (leaves 136-149). / 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, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstracts in English and Chinese. / School code: 1307.
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Functional characterization of novel HBV subgenotypes/mutations associated with increased risk for hepatocellular carcinoma (HCC). / CUHK electronic theses & dissertations collectionJanuary 2009 (has links)
After alignment of 300 HBV sequences randomly downloaded from GenBank, we found that the frequency of A1762T and G1764A mutations in genotype C was found as high as 64%, while 34% was found for other genotypes (A, B, D to H). Besides, recent clinical studies have also shown that A1762T/G1764A mutations occur frequently in HCC patients with genotype B infection (81%, 30 of 37 patients), but were relatively lower in asymptomatic carriers (43%, 22 of 51 patients). These indicate that the contribution of A1762T/G1764A mutations to liver cancer might not be limited to genotype C. As the double mutations are present within the region of HBV Enhancer II/Basal core promoter (BCP) and cause residue substitution of HBx (Lys130Met and Val131Ile); therefore, their effects on the promoter and HBx activities were examined. / Chronic infection of hepatitis B virus (HBV) increases the risk of hepatocellular carcinoma (HCC) by more than 100-fold. However, the underlying molecular mechanism of this process is not fully understood. Several recent studies have shown that A1762T and G1764A mutations of HBV were associated with the aggressiveness of liver disease, in which inactive carriers would develop active hepatitis, and eventually liver cirrhosis and HCC. In Asia, genotypes B and C are the predominant genotypes of HBV infections. Our longitudinal five-year follow-up study of 426 chronic hepatitis B patients in Hong Kong found that the genotype C HBV (normally with A1762T/G1764A mutations) was closely associated with higher risk of HCC than genotype B HBV (non-frequent mutations with A1762T/G1764A). / In this study, systemic site-directed mutagenesis studies, promoter assays, replication capacity assays and overexpression of HBx assays were carried out to demonstrate the molecular mechanisms of these mutations for the increases risk of HCC. Three conclusions were drawn from this study. (1) A1762T and/or G1764A mutations of HBV could reduce BCP activities in a synergistic manner with 1764A contributing more. Reversed T1762A and/or A1764G mutations increase the BCP activities also in a synergistic manner with 1764G contributing more; (2) HBx could increase HBV BCP activity, HBV replication and HBsAg expression. The Lys130Met and Val131Ile mutations of HBx could further increase the above abilities while the A1762T/G1764A double mutations in the BCP region could not affect the interaction of HBx and HBV BCP; (3) The G1677T/A1679C and T1706C mutations could increase the BCP activity; The ectopic expression of HBx could further increase the BCP activity while the mutated HBx (130Met and 131Ile) has less effect on these mutated promoters. / Dong, Qingming. / Adviser: Ming-Liang He. / Source: Dissertation Abstracts International, Volume: 70-09, Section: B, page: . / Thesis submitted in: December 2008. / Thesis submitted in: December 2008. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2009. / Includes bibliographical references (leaves 132-154). / 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, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstracts in English and Chinese. / School code: 1307.
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The functional study of HCC-associated mutations on hepatitis B virus. / CUHK electronic theses & dissertations collectionJanuary 2010 (has links)
A case-control study was previously carried out to identify HCC-associated genomic markers on HBV. Some of them are clustered at the preS1 and X promoter regions of HBV genotype B and core promoter of HBV subgenotype Cs. The functional significance of these markers to the virus was investigated in our study. Our result showed that one of those markers, the G1613A mutation on core promoter, can significantly increase the promoter activity in a genotype-dependent manner and the effect is reversible by the A-to-G back mutation. We have established an in vitro full-length HBV genome transfection system and the result suggested that the G1613A mutation suppressed the e antigen (HBeAg) secretion and enhanced virus DNA production by downregulating the precore (preC) mRNA transcription. In consistence to the clinical study, the mutation was associated to serum HBV DNA level higher than 6 log copies/1M in female HBV carriers in a univariate analysis. In addition, we demonstrated that the G1613A mutation is a hot spot mutation situated on the negative regulatory element (NRE) on the core promoter in an alignment analysis. To further investigate the molecular mechanism of the mutation, two unknown protein complexes had been shown to bind on the NRE. They showed different binding affinity to the G1613-wild-type and A1613-mutant NRE sequence. Moreover, we showed that in vitro synthesized RFX1 protein could bind to the mutated NRE probe at a higher affinity than that to wild-type NRE probe. Overall, our result suggests that the G1613A mutation exerts its effect by differential binding to some proteins via the NRE region. Studying the mechanism of the mutations may provide insights to the viral pathogenesis and HBV-associated HCC, which has long been a health burden in Asia-Pacific countries. / Infection of hepatitis B virus (HBV) causes acute and chronic hepatitis and is closely associated with the development of cirrhosis and hepatocellular carcinoma (HCC). Approximately 60-80% of world's HCC is related to HBV, and it is the third most common cause of cancer death in Asia-Pacific region. Almost 400 million people are chronically infected with HBV and one-third was likely to die of complications of cirrhosis, including liver failure and HCC. As there is a shortage of effective curative treatments, detection and prognosis of the risk of cancer development will be essential to improve survival of patients with chronic HBV infection. / Li, Man Shan. / Source: Dissertation Abstracts International, Volume: 73-02, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 198-210). / 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.
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The early host responses upon HBV replication. / CUHK electronic theses & dissertations collectionJanuary 2010 (has links)
Further functional investigation revealed that knockdown of GRP78 expression by RNA interference resulted in a significant increase of both intracellular and extracellular HBV virions in the transient HBV-producing HepG2 cells, concomitant with enhanced levels of hepatitis B surface antigen and e antigen in the culture medium Conversely, overexpression of GRP78 in HepG2 cells led to HBV suppression concomitant with induction of the positive regulatory circuit of GRP78 and interferon-beta 1 (IFN-beta1). In this connection, IFN-beta1-mediated 2', 5'-oligoadenylate synthetase (OAS) and ribonuclease L (RNase L) signaling pathway was noted to be activated in GRP78-overexpressing HepG2 cells. Moreover, GRP78 was significantly down-regulated in the livers of chronic hepatitis B patients after effective anti-HBV treatment (p= 0.019) as compared with their counterpart pre-treatment liver biopsies. / Hepatitis B virus (HBV) infection is a global public health problem, which plays a crucial role in the pathogenesis of chronic hepatitis, cirrhosis and hepatocellular carcinoma. Although considerable progress has been made over the past decade, the pathogenesis of HBV infection and the mechanisms of host-virus interactions are still elusive. / In conclusion, the present study demonstrates for the first time that GRP78 functions as an endogenous anti-HBV factor via IFN-beta1-OAS-RNase L pathway in hepatocytes. Induction of hepatic GRP78 may provide a novel therapeutic approach in treating HBV infection. / In this study, we applied a two-dimensional gel electrophoresis and mass spectrometry-based comparative proteomic approach to globally analyze the host early response to HBV by using an inducible HBV-producing cell line HepAD38. Twenty-three proteins were identified as differentially expressed, with glucose-regulated protein 78 (GRP78) as one of the most significantly up-regulated proteins induced by HBV replication. This induction was further confirmed in both HepAD38 and HepG2 cells transfected with HBV-producing plasmids by real-time reverse transcription-polymerase chain reaction (RT-PCR) and Western blotting, as well as in HBV-infected human liver biopsies by immunohistochemistry. / Ma, Yan. / Adviser: Ming-Liang He. / Source: Dissertation Abstracts International, Volume: 72-01, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 111-129). / 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 Company, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.
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Defining the oncogenic functions of hepatits B virus-human fusion transcripts in hepatocellular carcinoma. / CUHK electronic theses & dissertations collectionJanuary 2011 (has links)
Lau, Chi Chiu. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2011. / Includes bibliographical references (leaves 133-142). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.
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The role of direct carboxyl-terminal truncated HBx target genes in hepatocellular carcinoma. / CUHK electronic theses & dissertations collectionJanuary 2011 (has links)
Zhu, Ranxu. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2011. / Includes bibliographical references (leaves 123-142). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.
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Hepadnaviral lymphotropism and its role in virus persistence in the woodchuck model of hepatitis B /Mulrooney-Cousins, Patricia Mary, January 2005 (has links)
Thesis (Ph.D.)--Memorial University of Newfoundland, 2005. / Bibliography: leaves 268-300.
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