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Defining a phage-display peptide on its therapeutic applications in colon cancer: 一种噬菌体展示肽在结肠癌治疗中的应用. / 一种噬菌体展示肽在结肠癌治疗中的应用 / Defining a phage-display peptide on its therapeutic applications in colon cancer: Yi zhong shi jun ti zhan shi tai zai jie chang ai zhi liao zhong de ying yong. / Yi zhong shi jun ti zhan shi tai zai jie chang ai zhi liao zhong de ying yongJanuary 2014 (has links)
TCP-1是一种新型的定向于肿瘤血管的多肽,通过小鼠体内的噬菌体展示技术筛选得到。在之前的研究中,我们已证明TCP-1具有定向于肿瘤血管并有效靶向运输抗肿瘤药物和显像剂的特性。本研究的目的是进一步研究在原位结肠癌模型中定向运输抗肿瘤药物肿瘤坏死因子(TNFα),以及在结肠癌临床样本中运输显像剂异硫氰酸荧光素(FITC)的能力。并对TCP-1与肿瘤坏死因子的融合蛋白TCP-1/TNFα的抗肿瘤机制进行阐述。 / 本研究中,我们首先尝试用TCP-1作为载体,将增强绿色荧光蛋白靶向运输至肿瘤血管。结果证明TCP-1可以成功将蛋白运输到在肿瘤血管而非其它正常的组织器官上。TCP-1还可以靶向运输肿瘤坏死因子并增强其抗肿瘤作用。和肿瘤坏死因子比较,融合蛋白TCP-1/TNFα处理组的凋亡细胞数量增多,肿瘤微血管数目减少,并且无明显毒副作用。与结肠癌的一线化疗药物5-氟尿嘧啶(5-FU)联合给药后,与TNFα与5-FU联合给药相比较,融合蛋白TCP-1/TNFα联合5-FU在以下方面具有更明显的作用:抑制肿瘤生长,增加肿瘤细胞凋亡和抑制肿瘤细胞增殖,促进肿瘤血管正常化,升高瘤内免疫细胞以及减轻骨髓和脾内的免疫抑制反应。经检测TCP-1的靶向运输增加了瘤内的TNFα以及5-FU的浓度。这些都表明TCP-1不但可以靶向运输TCP-1/TNFα至肿瘤血管,还可以增加CD8+细胞的浸润增加瘤内免疫反应以及增加血管对抗肿瘤药物的通透性。以上都对抗肿瘤起到重要作用。 / 在临床的结肠癌样本中,TCP-1对肿瘤血管的结合能力也得到了证实。48.98%的结肠癌样本对TCP-1的结合为阳性。统计学分析显示TCP-1的结合与结肠癌的分期和肿瘤位置有关,对于N2期,位于乙状结肠的肿瘤的结合尤为明显。本研究的主要目的是将分离鉴定出的TCP-1发展成为结肠癌的生物标记,并且作为运输抗肿瘤药物和显像剂的载体应用于结肠癌的诊断和治疗中。鉴于TCP-1的靶向运输特点,将会有机会研发更多的抗肿瘤药物,同时增强传统化疗药的抗肿瘤作用。这些都可以优化肿瘤治疗的方案。综上所述,TCP-1是一种在结肠癌治疗诊断中具有广阔前景的多肽。 / TCP-1 is a novel vasculature-targeting peptide. It was discovered through the in vivo phage library selection in mice. It was demonstrated that TCP-1 peptide exhibited a homing ability to the neovasculature of colon tumors and was capable of efficiently delivering imaging agents and chemotherapeutic drugs to this target site. The current study is to further investigate the targeting ability of TCP-1 to deliver a known immunomodulator, tumor necrosis factor α (TNFα) as an example of anti-cancer drug in an orthotopic colorectal cancer (CRC) model and fluorescein isothiocyanate (FITC) as imaging agent for testing the binding capacity for tumors in colorectal cancer patients. The mechanisms for the action of this novel biologic TCP-1/TNFα in the treatment of colon cancer in mice were also defined. / In this study, we observed that TCP-1 peptide delivered enhanced green fluorescent protein (EGFP) only to tumor blood vessel other than normal organs after TCP- 1/EGFP injection. This was not observed after EGFP injection. This finding showed that TCP-1 can deliver biologic protein to the tumor blood vessels. Furthermore, results from TNFα or TCP-1/TNFα targeted delivery experiments showed that TCP- 1/TNFα displayed stronger anti-cancer effects than TNFα alone on the induction of apoptosis and reduction in number of microvessels in the tumors, without significant effect in systemic toxicity. In the combined therapy with 5-fluorouracil (5-FU), a standard drug for colon cancer treatment, pretreatment with low dose (1 ng TNFα /mouse) of TNFα or TCP-1/TNFα potentiated the anti-cancer action of 5-FU. In this regard, TCP-1/TNFα could significantly reduce tumor size and weight, increase number of apoptotic cells, inhibit tumor cell proliferation, normalize tumor blood vessels, facilitate infiltration of immune cells to tumor mass and attenuate immunosuppression in bone marrow and spleen. Moreover, TCP-1 could significantly increase intratumoral levels of TNFα and 5-FU. It was also suggested that TCP-1 could selectively deliver TNFα to the tumor blood vessels and modulate the immune response by increasing CD8+ cells infiltration to tumors and increase vascular permeability to 5-FU. These observations may be the key actions to reduce tumor growth. / The binding ability of TCP-1 was also detected in clinical samples from colorectal cancer patients in which 24/49 (48.98%) tumor tissues were positive with TCP-1 binding signal. Statistical analysis showed that TCP-1 had a strong and significant binding with colorectal cancer at the N2 stage among the different colorectal cancer stages (P=0.028) and location in the colon at the sigmoid (P<0.001). / Our study also focused on the isolation and identification of the binding molecule of TCP-1 in order to develop it into a biomarker for CRC and using TCP-1 as a carrier in delivering anti-cancer drugs and imaging agents to colon tumors for cancer therapy and diagnosis. With the homing property of TCP-1 on colon tumor blood vessels, new types of anti-cancer drugs will be developed and their combinations with conventional chemotherapy drugs will optimize the therapeutic outcome and improve regimen of treatment for CRC. Taken together, TCP-1 peptide appears to be a promising agent in molecular imaging and drug delivery for CRC diagnosis and therapy. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Lu, Lan. / Thesis (Ph.D.) Chinese University of Hong Kong, 2014. / Includes bibliographical references (leaves 157-177). / Abstracts also in Chinese. / Lu, Lan.
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Study on the anti-cancer potential of tanshinones and their underlying mechanisms in colon cancer: 丹参酮对结肠癌的抗癌潜力及其内在机制研究. / 丹参酮对结肠癌的抗癌潜力及其内在机制研究 / Study on the anti-cancer potential of tanshinones and their underlying mechanisms in colon cancer: Dan shen tong dui jie chang ai de kang ai qian li ji qi nei zai ji zhi yan jiu. / Dan shen tong dui jie chang ai de kang ai qian li ji qi nei zai ji zhi yan jiuJanuary 2013 (has links)
丹参是一种著名的传统中药,富含丹酚酸和丹参酮。其中,丹参酮的潜在抗肿瘤作用近年来引起众多关注。本研究评价了主要的丹参酮及其衍生物对结肠癌细胞的细胞毒性。结果显示DHTS具有最强的抗结肠癌活性和显著的肿瘤特异性细胞毒性,其细胞毒性主要由于凋亡诱导而不是引起坏死。初步的构效关系分析提示丹参酮母环结构中的A环和B环增加的离域性有助于提高其对结肠癌细胞的细胞毒性,而非二维结构及较小的D环也是进行结构改造的可能方向。 / 基于以上发现,本研究进一步探讨了DHTS的体内外抗肿瘤活性及内在机制。本研究发现DHTS的促凋亡活性并不依赖于p53的表达,而依赖于caspase活性及线粒体介导的细胞质中氧自由基 ROS及钙离子的聚集。DHTS可引起浓度及时间依赖caspase-9/-3/-7的活化而并未显著引起caspase-8的活化,这一现象发生于同样以浓度及时间依赖方式进行的线粒体中cytochrome c及AIF转位之后。在DHTS诱导的结肠癌细胞凋亡中,cytochrome c及caspase介导的凋亡通路及AIF介导的凋亡通路均被激活并显示出两条通路之间的交叉调控。 / 此外,线粒体在DHTS的促凋亡活性中的作用在本研究中被深入探讨。本研究发现线粒体可能是DHTS的一个直接靶点, 而氧化磷酸化复合体III则更可能是其作用位点。DHTS可以引起迅速而明显的线粒体功能障碍,随之引起细胞质中大量的氧自由基及钙离子聚集,诱导凋亡的产生。 / 与体外结果一致,本研究证实了DHTS对免疫缺陷小鼠中的结肠癌移植廇也具有明显的抗肿瘤作用。与溶媒对照组比较,DHTS治疗组中移植廇的增长显著被减缓,在治疗终点时的廇体积与重量也显著被降低。TUNEL检测确认DHTS诱导移植廇中癌细胞的显著凋亡。免疫荧光检测也发现DHTS诱导caspase-3及caspase-7在移植廇中癌细胞的明显活化。 / 综上所述,本研究提供了丹参酮抗结肠癌活性的一些初步构效关系的信息,为提高丹参酮抗结肠癌活性的结构改造提供一定的参考。更重要的是,本研究证明了DHTS的体内外抗结肠癌活性并探讨了其作用机制及可能靶点,为DHTS作为新的应用于抗结肠癌药物或辅助治疗用药提供了临床前研究证据。 / Salvia miltiorrhiza Bunge, also known as Danshen, rich in phenolic acid and tanshinones, has been widely used to treat various kinds of diseases including heart diseases and hepatitis in China with minimal side effects. Among the tanshinones, tanshinone I, tanshinone IIA, cryptotanshinone and dihydrotanshinone I are the major bioactive constituents in this herb. In this study, the anti-colon cancer potential of five tanshinones and six derivatives of tanshinone IIA were evaluated in several colon cancer cell lines. It was found that apoptosis but not necrosis contributed significantly to the cytotoxicity of the tanshinones. Dihydrotanshinone I (DHTS) was confirmed to be the most potent and selective anti-cancer compound among the tanshinones tested in this study. Preliminary SAR (structure activity relationship) of tanshinones reveals that the increase of delocalizability of A and B rings in the chemical structure of the tanshinones enhances their cytotoxicity on cancer cells, while compounds with a non-planar and small sized D ring region are better choices for anti-cancer effect. / The underlying mechanisms of the anti-colon cancer activity of DHTS were further studied. It was found that apoptosis induced by DHTS was p53 independent but caspase dependent, which was closely related to intracellular accumulation of ROS (reactive oxidant stress) and calcium mediated by mitochondria. A concentration- and time-dependent activation of caspase-9,-3,-7 but not caspase-8 by DHTS in HCT116 cells was detected after the translocation of cytochrome c and AIF (apoptosis inducing factor) from mitochondria. In this process, the crosstalk between the caspase-dependent and caspase-independent pathways was firstly shown in the apoptotic mechanism of DHTS. To this end, the release of cytochrome c happened first and the translocation of apoptosis inducing factor (AIF) was prevented by a pan caspase inhibitor. In the meantime, the release of cytochrome c and activation of caspase-9 and PARP (poly-ADP-ribose polymerase) cleavage were decreased after AIF knockdown. Especially, mitochondrion was suggested to be the direct target of DHTS and OXPHOS complex III but not OXPHOS complex I was probably the acting site of DHTS. / In accordance with the results obtained in vitro, the potential anti-colon cancer activity of DHTS was also observed in nude mice with xenograft tumors and the compound did not produce any observable systemic toxicity. DHTS efficiently delayed tumor growth by decreasing the tumor size and weight through the induction of apoptosis in cancer cells but not by inhibition of cell proliferation. In the same tissues, a distinct activation of caspase-3 and caspase-7 in tumor cells was also detected by immunofluorescence assay. / Collectively, the present study provides preliminary information about the SAR of the anti-colon cancer activity for tanshinones. It also confirms that DHTS is a promising compound for anti-cancer action both in vitro and in vivo. In addition, this study gives us a better understanding regarding the mechanisms of how DHTS induces apoptosis in cancer cells. All these findings could provide solid pre-clinical evidence to propel the development and application of DHTS and perhaps its derivatives as novel therapeutic or adjuvant agents for the treatment of colon cancer. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Wang, Lin. / Thesis (Ph.D.) Chinese University of Hong Kong, 2013. / Includes bibliographical references (leaves 122-132). / Abstracts also in Chinese. / Wang, Lin.
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Interaction of CFTR with AF-6/afadin and Its functional role in colorectal cancer metastasis. / CUHK electronic theses & dissertations collectionJanuary 2012 (has links)
CFTR基因突變或者功能缺失是否導致包括胃腸道在內的各種組織惡性腫瘤的發生風險增加目前仍然是一個充滿爭議的問題。同時,眾所周知,緊密連接分子在腫瘤發生和轉移的過程發揮了關鍵的作用。本論文首次發現了CFTR基因與一種緊密連接分子AF-6/afadin的在人類結直腸腫瘤中的表達水平呈高度相關,并研究了CFTR和AF-6/afadin之間潛在的相互作用及其在結直腸腫瘤轉移中的功能。 / 論文的第一部份首先用實時定量PCR和免疫組織化學的方法比較了CFTR在結直腸腫瘤和正常組織的表達情況,發現CFTR表達水平在腫瘤組織中有顯著的下降。令人感興趣的是,我們同時發現CFTR和AF-6/afadin在腫瘤組織中的表達呈高度正相關,并由此展開了後續的體外實驗,研究對CFTR與AF-6/afadin之間可能的相互聯繫。利用免疫螢光染色和免疫共沉澱的方法,我們發現了這兩種蛋白分子共表達在結直腸腫瘤細胞的接觸面,并存在相互作用。用CFTR突變蛋白的免疫共沉澱實驗進一步發現,這種相互作用需要CFTR分子在細胞膜表面的正確定位及其PDZ結構域結合位點。實驗還發現與CFTR的相互作用加強了AF-6/afadin與細胞骨架蛋白系統的結合。在結直腸腫瘤細胞中CFTR基因敲减导致了AF-6/afadin蛋白定位混亂,從細胞連接位點轉移到細胞漿內,并因此破壞了上皮細胞的緊密性。極性生長細胞的跨上皮電阻降低而滲透性增強的實驗結果證實了CFTR基因敲減導致的上皮細胞緊密性的破壞。同時,AF-6/afadin蛋白水平也隨著CFTR基因敲減而降低,但mRNA水平未發生明顯的改變。蛋白降解系統的抑製劑逆轉了CFTR基因敲減細胞中AF-6/afadin蛋白的減少,提示CFTR基因敲減增加了AF-6/afadin的蛋白降解。這些實驗結果揭示了通過與細胞連接分子AF-6/afadin的相互作用以及調節,CFTR可能在上皮細胞極性的調節以及腫瘤發展過程中起重要作用。 / 論文的第二部份研究了CFTR和AF-6/afadin在結直腸腫瘤細胞上皮細胞間充質化(EMT)和轉移過程中的功能及機制。我們之前的工作已經揭示抑制CFTR的功能可以誘導結直腸腫瘤LIM1863細胞的EMT過程。本研究在另外三株不同的結直腸腫瘤細胞(SW480,SW1116和HRT-18)中進一步證實了抑制CFTR誘導的EMT過程。細胞形態轉變,上皮細胞標誌物的下調,間充質細胞標誌物的上調以及受損的上皮細胞緊密性均證實了對CFTR的抑制可以在這三種細胞中成功誘導EMT的發生。我們發現在以上所有細胞EMT的過程中,AF-6/afadin的蛋白表達水平都發生了顯著的下調。在HRT-18細胞中過表達AF-6/afadin,可以逆轉由CFTR抑製劑誘導的上皮細胞標誌分子的下調和間充質標誌分子的上調,表明抑制CFTR誘導的EMT過程是由AF-6/afadin參與介導的。此外,CFTR基因敲減導致結直腸腫瘤細胞的惡性表型強化,包括減弱的細胞粘附性,增強的貼壁依賴性生長、侵襲和遷移。另外,CFTR基因敲減激活了ERK的磷酸化,過表達AF-6/afadin可以阻斷ERK途徑的激活。CFTR基因敲減而增強的細胞侵襲性也可以被外源性AF-6/afadin或者ERK途徑的抑製劑U0126完全逆轉,提示作為AF-6/afadin的下游靶信號,ERK介導了CFTR在腫瘤侵襲中的作用。更重要的是,我們分析了CFTR和AF-6/afadin的表達水平與結直腸癌病人腫瘤進展的關係,發現在嚴重TNM腫瘤分期或者有腫瘤遠處轉移的病人中CFTR的表達水平顯著低於輕型分期或未发生转移的病人中的水平,而且CFTR和/或AF-6/afadin低表達的病人的預後更差。這些實驗結果顯示CFTR的缺失可能通過抑制AF-6/afadin和激活ERK通路而與EMT和結直腸癌癥轉移的過程高度相關。 / 綜上所述,本研究揭示了以往未報道過的CFTR在結直腸腫瘤發病機理中的功能,提示CFTR可以用作一種新的腫瘤的潛在預後指標。 / The question whether mutation or dysfunction of CFTR increases the risk of malignancies in various tissues, including the gastrointestinal tract, remains highly controversial. Meanwhile, it is well-known that adherens junctions play critical roles in the process of cancer development and metastasis. In this thesis we found for the first time a highly correlation between expression levels of CFTR and an adherens junction molecule AF-6/afadin in human colorectal tumours, and investigated the potential interaction between CFTR and AF-6/afadin and their functional roles in the metastasis of colorectal cancer. / In the first section of this thesis, we started our studies with comparing the expression of CFTR between human colorectal tumours and normal colorectal tissues. Real time quantitative PCR and immunohistochemistry results revealed a dramatically reduced CFTR level in the cancer tissues. Intriguingly, we noticed a highly positive correlation between CFTR and AF-6/afadin expression in tumours, which prompted the further in vitro investigation of possible interaction between CFTR and AF-6/afadin. Using immunofluoresent staining and co-immunoprecipitation, we found that the two proteins were colocalized at cell-cell junctions and interacted with each other in colorectal cancer cell lines. Further Co-IP experiments performed with CFTR mutations revealed that this protein interaction requires the proper localization of CFTR in cell membrane and its PDZ-interacting domain. Moreover the interaction with CFTR strengthens the binding of AF-6/afadin to the cytoskeleton system. Knockdown of CFTR in colorectal cancer cells resulted in the disorganized localization of AF-6/afadin protein from junctional sites to the cytoplasm and impaired epithelial tightness, which was confirmed by significantly reduced transepithelial resistance and increased permeability of polarized cells. Meanwhile, the protein level of AF-6/afadin was down-regulated in CFTR-knockdown cells, while no significant changes were detected at the mRNA level. Protein degradation inhibitor reversed the repression of AF-6/afadin protein in CFTR knockdown cells, suggesting the protein degradation of AF-6/afadin was increased by CFTR knockdown. These data revealed that CFTR interacts with and regulates the cell adhesion molecular AF-6/afadin in colorectal cells, which may be important in the regulation of epithelial cell polarity and cancer development. / In the second section of this thesis, we studied the functional roles and mechanisms of CFTR and AF-6/afadin in the epithelial-mesenchymal transition (EMT) and metastasis of human colorectal cancer cells. Our previous work has revealed inhibition of CFTR can induce EMT in a colorectal cancer cell line, LIM1863. This study further confirmed the induction of EMT by inhibiting CFTR in several other colorectal cancer cell lines (SW480, SW1116 and HRT-18), which was evaluated by morphological changes, down-regulation of epithelial markers or up-regulation of mesenchymal markers, and impaired epithelial cell tightness. In all these cell lines, we found that the protein levels of AF-6/afadin were significantly reduced. Over-expression of AF-6/afadin in HRT-18 cells reversed the down-regulated epithelial markers and up-regulated mesenchymal markers induced by CFTR inhibition, indicating that the CFTR inhibition-induced EMT is mediated by AF-6/afadin. Moreover, knockdown of CFTR in HRT-18 or RKO cells resulted in enhanced malignant phenotypes, including decreased cell adhesion, increased anchorage-independent cell growth, invasion, and migration. In addition, extracellular signal-regulated kinase (ERK) phosphorylation was activated by CFTR knockdown, which was abolished by over-expression of AF-6/afadin. The enhanced invasiveness of CFTR knockdown cells was also completely inhibited by either exogenous AF-6/afadin or ERK inhibitor, U0126, suggesting that ERK, the downstream target of AF-6/afadin, is involved in mediating the effect of CFTR in cancer invasion. More importantly, we analyzed the association of CFTR and AF-6/afadin expression levels with tumour progression of patients with colorectal cancer, and revealed that CFTR expression was significantly lower in patients with more severe TNM stage or with metastasis to distant organs than those with milder stage or with no metastasis. The prognosis was poorer in patients with lower expression of CFTR and/or AF-6/afadin than those with higher expressions. These data showed that dysfunction of CFTR is highly associated with EMT and colorectal cancer metastasis, probably via repression of AF-6/afadin and activation of ERK pathways. / In summary, the present study has revealed a previously undefined role of CFTR in the pathogenesis of colorectal cancer and indicated its potential as a new prognostic indicator. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Detailed summary in vernacular field only. / Sun, Tingting. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2012. / Includes bibliographical references (leaves 113-127). / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese. / Abstract --- p.i / 中文摘要 --- p.iv / Publications --- p.vi / Conference Abstract --- p.vii / Declaration --- p.viii / Acknowledgements --- p.x / List of Figures --- p.xi / List of Tables --- p.xiii / List of Abbreviations --- p.xiv / Chapter Chapter 1 --- General Introduction --- p.1 / Chapter 1.1. --- Colorectal Cancer --- p.1 / Chapter 1.1.1. --- Structure of Human Normal Colon and Rectum Epithelium --- p.1 / Chapter 1.1.2. --- Staging of Colorectal Cancer --- p.3 / Chapter 1.1.3. --- Metastasis of Colorectal Cancer --- p.3 / Chapter 1.1.4. --- K-Ras mutation and It Downstream Pathways in Colorectal Cancer Metastasis --- p.11 / Chapter 1.1.5. --- Prognosis of Colorectal Cancer --- p.14 / Chapter 1.2. --- Epithelial Cell Junctional Complexes --- p.14 / Chapter 1.2.1. --- Junctional Complexes and Epithelial Cell Polarity --- p.15 / Chapter 1.2.2. --- Classic Cadherin-catenin Complex --- p.17 / Chapter 1.2.3. --- Novel Nectin-afadin Complex --- p.19 / Chapter 1.2.4. --- Cell Polarity and Cancer Progression --- p.23 / Chapter 1.3. --- Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) --- p.24 / Chapter 1.3.1. --- Structure of CFTR --- p.24 / Chapter 1.3.2. --- Mutations of CFTR --- p.24 / Chapter 1.3.3. --- Functions of CFTR --- p.26 / Chapter 1.3.4. --- Cancer Risk of CF Patients --- p.33 / Chapter 1.4. --- Hypothesis and Aims --- p.34 / Chapter Chapter 2 --- Materials and Methods --- p.35 / Chapter 2.1. --- Materials --- p.35 / Chapter 2.1.1. --- Reagents and Chemicals --- p.35 / Chapter 2.1.2. --- Antibodies --- p.35 / Chapter 2.1.3. --- Primers --- p.35 / Chapter 2.1.4. --- Solutions and Buffers --- p.35 / Chapter 2.1.5. --- Human Specimens --- p.36 / Chapter 2.2. --- Methods --- p.36 / Chapter 2.2.1. --- Cell Culture --- p.36 / Chapter 2.2.2. --- Transfection --- p.36 / Chapter 2.2.3. --- Selection of Stable Clones --- p.40 / Chapter 2.2.4. --- RNA Extraction and RT-PCR --- p.40 / Chapter 2.2.5. --- Quantitative Real Time PCR --- p.41 / Chapter 2.2.6. --- Protein Extraction and Western Blotting --- p.42 / Chapter 2.2.7. --- Immunostaining --- p.45 / Chapter 2.2.8. --- In vitro Cell Functional Assays --- p.46 / Chapter 2.2.9. --- Epithelial Tightness Measurement --- p.48 / Chapter 2.2.10. --- Statistical Analysis --- p.49 / Chapter Chapter 3 --- Interaction of CFTR with AF-6/afadin and Its Importance in Maintaining Colorectal Epithelial Cell Polarity --- p.50 / Chapter 3.1. --- Introduction --- p.50 / Chapter 3.2. --- Objectives --- p.53 / Chapter 3.3. --- Experimental plan --- p.54 / Chapter 3.4. --- Results --- p.55 / Chapter 3.4.1. --- The expression of CFTR and AF-6/afadin is decreased and positively correlated in human colorectal cancer --- p.55 / Chapter 3.4.2. --- CFTR colocalizes and interacts with AF-6/afadin in human colorectal cancer cells --- p.58 / Chapter 3.4.3. --- PDZ binding motif and membrane localization of CFTR are necessary for the interaction between CFTR and AF-6/afadin --- p.64 / Chapter 3.4.4. --- Knockdown of CFTR interferes with cell junction formation in colorectal cancer cells --- p.66 / Chapter 3.5. --- Discussion --- p.71 / Chapter Chapter 4 --- CFTR as a Suppressor and Prognosis Indicator of Metastasis in Human Colorectal Cancer --- p.77 / Chapter 4.1. --- Introduction --- p.77 / Chapter 4.2. --- Objectives --- p.80 / Chapter 4.3. --- Experimental plan --- p.81 / Chapter 4.4. --- Results --- p.82 / Chapter 4.4.1. --- CFTR inhibition-induced EMT in colorectal cancer cells involves AF-6/afadin --- p.82 / Chapter 4.4.2. --- Knockdown of CFTR aggravates malignant phenotype of colorectal cancer cells --- p.86 / Chapter 4.4.3. --- AF-6/afadin mediates the effect of CFTR on cell invasion in colon cancer through ERK --- p.91 / Chapter 4.4.4. --- CFTR and AF-6/afadin expression is correlated with the prognosis of colorectal cancer --- p.97 / Chapter 4.5. --- Discussion --- p.100 / Chapter Chapter 5 --- General Discussion and Conclusion --- p.105 / Chapter 5.1. --- The diversified roles of CFTR in epithelial cells --- p.105 / Chapter 5.2. --- The unfolding relationship between CFTR and cancer development --- p.107 / Chapter 5.3. --- Future studies --- p.109 / Chapter 5.4. --- Conclusions --- p.112 / Reference List --- p.113 / Chapter Appendix A --- Reagents and Chemicals --- p.128 / Chapter Appendix B --- Antibody List --- p.131 / Chapter Appendix C --- Primer List --- p.132 / Chapter Appendix D --- Solution Recipe --- p.133
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Promoter hypermethylation of tumor related genes in the progression of colorectal neoplasia.January 2005 (has links)
Bai Hsing Chen. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 89-94). / Abstracts in English and Chinese. / Acknowledgments --- p.ii / Publication --- p.iii / List of Abbreviations --- p.iv / List of Tables --- p.v / List of Figures --- p.vi / Abstract --- p.vii / 摘要 --- p.x / Table of Contents --- p.xii / Chapter Chapter 1 --- INTRODUCTION / Chapter 1.1 --- Molecular Biology in Cancer Development --- p.2 / Chapter 1.1.1 --- Cell Cycle and Cancer --- p.2 / Chapter 1.1.2 --- Oncogenes and Tumor Suppressor Genes --- p.4 / Chapter 1.1.3 --- Epigenetic Alteration in Tumor Cells --- p.6 / Chapter 1.2 --- Colorectal Cancer Development --- p.9 / Chapter 1.2.1 --- Epidemiology of Colorectal Cancer --- p.9 / Chapter 1.2.2 --- Adenoma-Carcinoma Sequence --- p.11 / Chapter 1.2.2.1 --- Hyperplastic (metaplastic) Polyps --- p.11 / Chapter 1.2.2.2 --- Aberrant Crypt Foci (ACF) --- p.13 / Chapter 1.2.2.3 --- Adenomas --- p.13 / Chapter 1.2.2.4 --- Serrated adenomas --- p.15 / Chapter 1.2.2.5 --- Colorectal Carcinomas --- p.16 / Chapter 1.2.3 --- Genetic alterations in CRC --- p.18 / Chapter 1.2.4 --- Epigenetic alterations in CRC --- p.21 / Chapter 1.2.5 --- Staging of Colorectal Cancer --- p.23 / Chapter 1.3 --- Hypothesis --- p.25 / Chapter 1.4 --- Aim of Study --- p.26 / Chapter Chapter 2 --- MATERIALS and METHODES / Chapter 2.1 --- Patient Populations --- p.28 / Chapter 2.2 --- Microdissection and Immunohistochemistry --- p.29 / Chapter 2.3 --- DNA Isolation and Modification --- p.31 / Chapter 2.3.1 --- DNA Extraction from Microdissected Tissues --- p.31 / Chapter 2.3.2 --- DNA Extraction from Frozen Biopsy --- p.31 / Chapter 2.3.3 --- Bisulfite Modification of DNA --- p.32 / Chapter 2.4 --- Detection of K-ras Mutation --- p.33 / Chapter 2.5 --- Methylation-specific PCR (MSP) --- p.36 / Chapter 2.6 --- Bisulfite DNA Sequencing --- p.42 / Chapter 2.7 --- Statistical analysis --- p.44 / Chapter Chapter 3 --- RESULTS / Chapter 3.1 --- Promoter Hypermethylation of Tumor Related Genes in the Progression of Colorectal Neoplasia --- p.46 / Chapter 3.1.1 --- Clinico-Pathological parameters --- p.46 / Chapter 3.1.2 --- "Frequencies of Promoter Hypermethylation in Colorectal Cancers, Adenomas and Normal Colonic Tissues" --- p.47 / Chapter 3.1.3 --- Promoter Hypermethylation in Multiple Genes --- p.50 / Chapter 3.1.4 --- Promoter Hypermethylation in Advanced vs. Non-advanced Adenoma --- p.50 / Chapter 3.1.5 --- Methylation Patterns in Paired Adjacent Tissues from Cancer Patients --- p.53 / Chapter 3.1.6 --- Immunohistochemistry --- p.55 / Chapter 3.1.7 --- K-ras mutation --- p.61 / Chapter 3.1.8 --- Clinicopathological Correlations with Promoter Hypermethylation --- p.64 / Chapter 3.2 --- DNA Methylation Spread within HLTF CpG Island in Colorectal neoplasia --- p.67 / Chapter Chapter 4 --- DISCUSSION / Chapter 4.1 --- Methylation is an early event in Colorectal Carcinogenesis --- p.72 / Chapter 4.1.1 --- Methylation is frequently detected in both adenoma and carcinoma --- p.74 / Chapter 4.1.2 --- Concurrent methylation in multiple genes --- p.76 / Chapter 4.1.3 --- Methylation in advanced and non-advanced colorectal adenomas --- p.76 / Chapter 4.1.4 --- Relationship between K-ras mutation and methylation --- p.78 / Chapter 4.1.5 --- Methylation in adjacent tissues --- p.80 / Chapter 4.2 --- DNA Methylation Spread in HLTF gene --- p.81 / Chapter 4.2.1 --- HLTF is Frequently Methylated in Gastrointestinal Neoplasm --- p.82 / Chapter 4.2.2 --- Methylation Spread Patterns in Cancers and Adenomas --- p.83 / Chapter 4.2.3 --- Age Dependent Methylation Spread --- p.85 / Chapter Chapter 5 --- CONCLUSION --- p.87 / References --- p.89
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In vitro and in vivo antitumor activities of allyl isothiocyanate. / CUHK electronic theses & dissertations collectionJanuary 2010 (has links)
In order to gain insights into the underlying mechanisms, several methods including, flow cytometric, western blot and quantitative real-time PCR analyses were employed. AITC-induced cell growth inhibition in SW620 cells was mainly caused by G2/M arrest, which was accompanied by regulatory proteins modifications. Results of western blot and quantitative real-time PCR analysis showed clear downregulation of pivotal phosphatases Cdc25B and Cdc25C at both transcriptional and post-translational levels in AITC-treated cells. Subsequently, accumulation of inhibitory phosphorylation of Cdc2 on Thr14 and Tyr15 were resulted. Furthermore, an AITC induced apoptosis after prolonged exposure was observed. It was a caspase-mediated apoptosis as evidenced by the activation of initiator caspases (-8 and -9), effector caspases (-3 and -7) and cleavage of Poly (ADP-ribose) polymerase (PARP). Besides in vitro studies, the antitumor activity of AITC was further illustrated by a nude mice xenografts experiment. Treatment with 10 micromol AITC could effectively suppress the growth of SW620 xenografts in vivo. Taken together, our results suggest that AITC is an attractive candidate for future research in chemotherapy and chemoprevention. / Many epidemiological studies indicate that a high intake of cruciferous vegetables, such as cabbage, broccoli and Brussels sprouts, may reduce the risk of certain types of cancer. Glucosinolates in cruciferous vegetables and their digested products are suggested to play an important role in such chemoprevention. When plant tissue is physically damaged, glucosidic bonds are cleaved by endogenous myrosinase to produce various products. Among these products, isothiocyanates (ITCs) draw most of the attention because of their potent antitumor activities. But the molecular mechanism leading to such effects has not yet been defined. / The objective of this study was to investigate the chemotherapeutic potential of allyl isothiocyanate (AITC) towards human colorectal adenocarcinoma cells. Another commonly founded ITC, phenylethyl isothiocyanate (PEITC) was employed as a reference sample. The growth inhibitory effects of ITCs on different colorectal adenocarcinoma cells were investigated using in vitro cell models. Both AITC and PEITC were found to inhibit the growth and proliferation of Caco-2, COLO 201 and SW620 cells in a time- and dose-dependent manner. Based on sensitivity, the most vulnerable SW620 cells were chosen for further studies. In the following BrdU assay, IC50 values for 24-h AITC and PEITC treatments were determined to be 30.2 and 9.21 microM, respectively. At the same time, the effects of ITCs on human normal skin fibroblast Hs68 cells were also investigated. It was found that the survival of Hs68 cells was not affected by the treatments of AITC. However, the survival of Hs68 cells was greatly affected by PEITC-treatments in a dose- and time-dependent manner. / Lau, Wing Sze. / Adviser: Wong Yum Shing. / Source: Dissertation Abstracts International, Volume: 73-02, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 115-128). / 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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Photodynamic activity of a glucoconjugated Silicon(IV) phthalocyanine on human colon adenocarcinoma.January 2009 (has links)
Chan, Man Hung. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2009. / Includes bibliographical references (leaves 111-126). / Abstract also in Chinese. / Examination Committee List --- p.ii / Declaration --- p.iii / Acknowledgements --- p.iv / 摘要(Abstract in Chinese) --- p.vi / Abstract --- p.viii / List of Abbreviations --- p.x / List of Figures and Tables --- p.xii / Table of Content --- p.xiv / Chapter Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Background of photodynamic therapy (PDT) --- p.2 / Chapter 1.1.1 --- History of PDT --- p.2 / Chapter 1.1.2 --- Photochemistry --- p.3 / Chapter 1.1.3 --- Principal stages of PDT --- p.5 / Chapter 1.1.4 --- Light sources of PDT --- p.6 / Chapter 1.2 --- Anti-tumor effect of PDT --- p.8 / Chapter 1.2.1 --- Mode of cell death --- p.8 / Chapter 1.2.2 --- PDT-induced anti-tumor immunity --- p.9 / Chapter 1.3 --- Clinical applications of PDT --- p.11 / Chapter 1.3.1 --- Photofrin® --- p.11 / Chapter 1.3.2 --- Clinical applications of PDT --- p.13 / Chapter 1.3.3 --- Challenges of PDT for clinical applications --- p.15 / Chapter 1.4 --- The development of new photosensitizers --- p.16 / Chapter 1.4.1 --- Targeted PDT --- p.16 / Chapter 1.4.2 --- Phthalocyanine --- p.18 / Chapter 1.5 --- Objective of my study --- p.21 / Chapter Chapter 2 --- Materials and Methods --- p.23 / Chapter 2.1 --- Synthesis of glucosylated silicon(IV) phthalocyanine (SiPcGlu) --- p.24 / Chapter 2.2 --- In vitro studies --- p.24 / Chapter 2.2.1 --- Cell line and culture conditions --- p.24 / Chapter 2.2.2 --- Photodynamic treatment --- p.25 / Chapter 2.2.3 --- Cell viability assay --- p.27 / Chapter 2.2.4 --- Light dose effect on the photocytotoxicity of SiPcGlu-PDT --- p.27 / Chapter 2.2.5 --- Determination of reactive oxygen species (ROS) production by SiPcGlu-PDT --- p.29 / Chapter 2.2.6 --- Effect of antioxidants on the photocytotoxicity of SiPcGlu-PDT --- p.29 / Chapter 2.2.7 --- Determination of ROS production after SiPcGlu-PDT --- p.30 / Chapter 2.2.8 --- Glucose competitive assay --- p.30 / Chapter 2.2.9 --- Terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) assay --- p.30 / Chapter 2.2.10 --- DNA fragmentation analysis by gel electrophoresis --- p.31 / Chapter 2.2.11 --- Annexin-V & propidium iodide staining assay --- p.32 / Chapter 2.2.12 --- Subcellular localization studies --- p.33 / Chapter 2.2.13 --- Detection of mitochondrial superoxide production --- p.34 / Chapter 2.2.14 --- Assessment of mitochondrial membrane potential --- p.34 / Chapter 2.2.15 --- Caspase-3 activity assay --- p.35 / Chapter 2.2.16 --- "Western blot analyses for cytochrome c, caspase-3, PARP and glucose-regulated protein 78 (GRP78)" --- p.36 / Chapter 2.2.17 --- Ca2+ release from endoplasmic reticulum (ER) --- p.37 / Chapter 2.3 --- In vivo studies --- p.37 / Chapter 2.3.1 --- HT29 tumor-bearing nude mice model --- p.37 / Chapter 2.3.2 --- In vivo photodynamic treatment --- p.39 / Chapter 2.3.3 --- Biodistribution of SiPcGlu --- p.39 / Chapter 2.3.4 --- Assay for plasma enzyme activities --- p.40 / Chapter 2.4 --- Statistical analysis --- p.41 / Chapter Chapter 3 --- Results --- p.42 / Chapter 3.1 --- In vitro studies --- p.43 / Chapter 3.1.1 --- SiPcGlu-PDT induced cytotoxicity on HT29 cells --- p.43 / Chapter 3.1.2 --- Light dose effect on cytotoxicity by SiPcGlu-PDT --- p.46 / Chapter 3.1.3 --- SiPcGlu-PDT induced ROS production --- p.48 / Chapter 3.1.4 --- SiPcGlu-PDT induced cell death through Type I and II photoreactions --- p.48 / Chapter 3.1.5 --- ROS production after SiPcGlu-PDT --- p.51 / Chapter 3.1.6 --- Glucose competitive Assay --- p.55 / Chapter 3.1.7 --- SiPcGlu-PDT induced apoptosis in HT29 cells --- p.57 / Chapter 3.1.8 --- Subcellular localization of SiPcGlu --- p.61 / Chapter 3.1.9 --- SiPcGlu-PDT induced mitochondrial changes --- p.66 / Chapter 3.1.10 --- SiPcGlu-PDT induced caspase activation --- p.68 / Chapter 3.1.11 --- SiPcGlu-PDT increased expression of ER chaperone GRP78 --- p.72 / Chapter 3.1.12 --- SiPcGlu-PDT induced release of Ca2+ from ER --- p.72 / Chapter 3.2 --- In vivo studies --- p.75 / Chapter 3.2.1 --- In vivo photodynamic activities --- p.75 / Chapter 3.2.2 --- Tissue distribution of SiPcGlu --- p.77 / Chapter 3.2.3 --- Analysis of intrinsic toxicity --- p.77 / Chapter Chapter 4 --- Discussion --- p.80 / Chapter 4.1 --- Physical Properties of SiPcGlu --- p.81 / Chapter 4.2 --- In vitro studies --- p.82 / Chapter 4.2.1 --- SiPcGlu-PDT exhibits a high potency in killing HT29 cells --- p.82 / Chapter 4.2.2 --- ROS production is responsible for the cytotoxic effect of SiPcGlu-PDT --- p.83 / Chapter 4.2.3 --- SiPcGlu-PDT induced apoptosis in HT29 cells --- p.85 / Chapter 4.2.4 --- SiPcGlu is localized in various membranous organelles --- p.87 / Chapter 4.2.5 --- SiPcGlu-PDT induced mitochondria-mediated apoptosis --- p.89 / Chapter 4.2.6 --- SiPcGlu-PDT induced ER stress --- p.93 / Chapter 4.3 --- In vivo studies --- p.96 / Chapter 4.3.1 --- SiPcGlu failed to target to tumor tissues --- p.96 / Chapter 4.3.2 --- SiPcGlu-PDT induced retardation in tumor growth --- p.99 / Chapter 4.3.3 --- SiPcGlu is a safe photosensitizer for PDT --- p.101 / Chapter Chapter 5 --- Conclusion and Future Perspectives --- p.103 / Chapter 5.1 --- Conclusion --- p.104 / Chapter 5.2 --- Future Perspectives --- p.106 / Chapter 5.2.1 --- In vitro studies --- p.106 / Chapter 5.2.1.1 --- Lysosomal pathway to cell death --- p.106 / Chapter 5.2.2 --- In vivo studies --- p.107 / Chapter 5.2.2.1 --- Pharmacokinetic studies --- p.107 / Chapter 5.2.2.2 --- Eradication of HT29 tumor by repeated dose of SiPcGlu --- p.108 / Chapter 5.2.2.3 --- SiPcGlu-PDT-induced anti-tumor immunity --- p.108 / Chapter 5.2.2.4 --- Enhancement of tumor selectivity by conjugating with biomolecules --- p.109 / References --- p.110
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Biopanning, identification and application of peptides targeting the vasculature of orthotopic colorectal cancer based on in vivo phage display technology. / 基于体内噬菌体展示技术、靶向结肠直肠癌血管的多肽的筛选、鉴定及应用 / CUHK electronic theses & dissertations collection / Ji yu ti nei shi jun ti zhan shi ji shu, ba xiang jie chang zhi chang ai xue guan de duo tai de shai xuan, jian ding ji ying yongJanuary 2010 (has links)
Colorectal cancer (CRC) is one of the most common malignancies worldwide. However, adjuvant chemotherapeutic agents exhibit poor accumulation in the tumor mass and frequently result in serious side effects due to nonspecific damage to normal organs. Therefore, the development of more selective anticancer drugs with targeted delivery to tumor sites is the current trend in cancer therapies. Among these sites, tumor neovasculature is an attractive target for anticancer agents. It is because tumor growth is largely limited by blood supply which is dependent on the extent of angiogenesis in the tumor. / Experimental analysis suggested that TCP-1 phage and synthetic TCP-1 peptide specifically homed to colorectal cancer tissues and co-localized with the tumor vasculature. Moreover, TCP-1 peptide also recognized the vasculature of human colorectal cancer specimens. Subsequently, the homing abilities of TCP-1 phage were extensively tested in other cancer models. Results showed that TCP-1 peptide could also target the vasculature of orthotopic gastric cancer induced by human colon cancer cell line (MKN45) in BALB/c nude mice. Meanwhile, TCP-1 phage exhibited binding activity to colorectal cancer cells such as colon 26 and SW1116. TCP-1 peptide could carry a pro-apoptotic peptide into these cells and markedly enhanced its pro-apoptotic action. / In summary, we have used the phage display technology to isolate two unique peptides TCP-1 and TCP-2, which targeted the vasculature of orthotopic colorectal cancer and also recognized the vasculature of human colorectal cancer. Moreover, they could deliver fluorescein or pro-apoptotic peptide only to the tumor vasculature but not to other normal tissues, for imaging detection and targeted therapy. In conclusion, both TCP-1 and TCP-2 may have significant clinical applications as carriers in diagnostic imaging and ligand-mediated targeted therapy for human colorectal cancer. / Similarly, TCP-2 phage or its peptide also targeted specifically the orthotopic colorectal cancer, and co-localized with the tumor vasculature in mice. Meanwhile, TCP-2 peptide recognized the vasculature of human colorectal cancer specimens. FITC-labeled TCP-2 peptide could also be used to detect cancer tissues in tumor-bearing mice. / To identify specific ligands targeting the tumor neovasculature, in vivo phage display technology has been extensively used. Several dozens of peptides homing to normal or diseased vasculature have been identified through this technology. However, these peptides target mainly the tumors growing at distant sites but not at the primary organ, thus limiting their clinical application. To obtain specific peptides targeting the neovasculature of colorectal cancer growing in situ, we established an orthotopic colorectal cancer model in normal BALB/c mice by using syngeneic colon cancer cells (colon 26). Subsequently, in vivo phage display technology was utilized to isolate peptides which specifically recognized the vasculature of the cancer. Four peptides (termed TCP-1, 2, 3, 4) were enriched more than once after four-round selections. Further investigation disclosed that TCP-1 and TCP-2 phages had relatively stronger binding abilities to cancer tissues among the four phage clones. They were chosen for further study. / We further demonstrated that TCP-1 could serve as a carrier for image detection and drug delivery. FITC-labeled TCP-1 could specifically produce a strong fluorescence signal in the tumors after intravenous injection into the orthotopic tumor-bearing mice. Moreover TCP-1, when conjugated with a pro-apoptotic peptide, could also specifically induce apoptosis of tumor vasculature in vivo. / Li, Zhijie. / Adviser: Cho Chiltin. / Source: Dissertation Abstracts International, Volume: 72-04, Section: B, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2010. / Includes bibliographical references (leaves 194-221). / 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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Understanding patient commitment for colorectal cancer screening in Southern AlbertaKnapik, Gayle A January 2012 (has links)
The purpose of this naturalistic inquiry was to understand factors that influence patients’
commitment to colorectal cancer screening, specifically colonoscopy. Fifteen personcentred
interviews were conducted: 10 with individuals who had completed screening,
and 5 with individuals who declined. Three subthemes (relationship, motivation, and
human agency) were associated with the overarching theme of regard or disregard for
vulnerability. Participants who perceived a disregard for their vulnerability by their health
care provider (HCP) frequently chose to decline screening even though they showed a
high level of commitment to health promotion. Participants who perceived a regard for
vulnerability by their HCP frequently chose to accept screening. The nursing profession
can show a regard for patient vulnerability by enhancing communication techniques and
concentrating on being attentive to patient concerns which will build a trusting
relationship with patients and enhance screening rates. Persistence in the relationship can
change a patient’s decision in time. / 132 leaves : col. ill. ; 29 cm
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Causal inference and prior integration in bioinformatics using information theoryOlsen, Catharina 17 October 2013 (has links)
An important problem in bioinformatics is the reconstruction of gene regulatory networks from expression data. The analysis of genomic data stemming from high- throughput technologies such as microarray experiments or RNA-sequencing faces several difficulties. The first major issue is the high variable to sample ratio which is due to a number of factors: a single experiment captures all genes while the number of experiments is restricted by the experiment’s cost, time and patient cohort size. The second problem is that these data sets typically exhibit high amounts of noise.<p><p>Another important problem in bioinformatics is the question of how the inferred networks’ quality can be evaluated. The current best practice is a two step procedure. In the first step, the highest scoring interactions are compared to known interactions stored in biological databases. The inferred networks passes this quality assessment if there is a large overlap with the known interactions. In this case, a second step is carried out in which unknown but high scoring and thus promising new interactions are validated ’by hand’ via laboratory experiments. Unfortunately when integrating prior knowledge in the inference procedure, this validation procedure would be biased by using the same information in both the inference and the validation. Therefore, it would no longer allow an independent validation of the resulting network.<p><p>The main contribution of this thesis is a complete computational framework that uses experimental knock down data in a cross-validation scheme to both infer and validate directed networks. Its components are i) a method that integrates genomic data and prior knowledge to infer directed networks, ii) its implementation in an R/Bioconductor package and iii) a web application to retrieve prior knowledge from PubMed abstracts and biological databases. To infer directed networks from genomic data and prior knowledge, we propose a two step procedure: First, we adapt the pairwise feature selection strategy mRMR to integrate prior knowledge in order to obtain the network’s skeleton. Then for the subsequent orientation phase of the algorithm, we extend a criterion based on interaction information to include prior knowledge. The implementation of this method is available both as part of the prior retrieval tool Predictive Networks and as a stand-alone R/Bioconductor package named predictionet.<p><p>Furthermore, we propose a fully data-driven quantitative validation of such directed networks using experimental knock-down data: We start by identifying the set of genes that was truly affected by the perturbation experiment. The rationale of our validation procedure is that these truly affected genes should also be part of the perturbed gene’s childhood in the inferred network. Consequently, we can compute a performance score / Doctorat en Sciences / info:eu-repo/semantics/nonPublished
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Human carboxylesterase 2 splice variants: expression, activity, and role in the metabolism of irinotecan and capecitabineSchiel, Marissa Ann 24 June 2009 (has links)
Indiana University-Purdue University Indianapolis (IUPUI) / Carboxylesterases (CES) are enzymes that metabolize a wide variety of compounds including esters, thioesters, carbamates, and amides. In humans there are three known carboxylesterase genes CES1, CES2, and CES3. Irinotecan (CPT-11) and capecitabine are important chemotherapeutic prodrugs that are used for the treatment of colorectal cancer. Of the three CES isoenzymes, CES2 has the highest catalytic efficiency for irinotecan activation. There is large inter-individual variation in response to treatment with irinotecan. Life-threatening late-onset diarrhea has been reported in approximately 13% of patients receiving irinotecan. Several studies have reported single nucleotide polymorphisms (SNPs) for the CES2 gene. However, there has been no consensus on the effect of different CES2 SNPs and their relationship to CES2 RNA expression or irinotecan hydrolase activity. Three CES2 mRNA transcripts of approximately 2kb,3kb, and 4kb have been identified by multi-tissue northern analysis. The expressed sequence tag (EST) database indicates that CES2 undergoes several splicing events that could generate up to six potential proteins. Four of the proteins CES2, CES2458-473, CES2+64, CES21-93 were studied to characterize their expression and activity. Multi-tissue northern analysis revealed that CES2+64 corresponds to the 4kb and 3kb transcripts while CES21-93 is located only in the 4 kb transcript. CES2458-473 is an inactive splice variant that accounts for approximately 6% of the CES2 transcripts in normal and tumor colon tissue. There is large inter-individual variation in CES2 expression in both tumor and normal colon samples. Characterization of CES2+64 identified the protein as normal CES2 indicating that the signal peptide is recognized in spite of the additional 64 amino acids at the N-terminus. Sub-cellular localization studies revealed that CES2 and CES2+64 localize to the ER, and CES21-93 localizes to the cytoplasm. To date CES2 SNP data has not provided any explanation for the high inter-individual variability in response to irinotecan treatment. Multi-tissue northern blots indicate that CES2 is expressed in a tissue specific manner. We have identified the CES2 variants which correspond to each mRNA transcript. This information will be critical to defining the role of CES2 variants in the different tissues.
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