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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
1

Cluster analysis of gene expression data /

Yeung, Ka Yee. January 2001 (has links)
Thesis (Ph. D.)--University of Washington, 2001. / Vita. Includes bibliographical references (p. 132-140).
2

Random KNN modeling and variable selection for high dimensional data

Li, Shengqiao. January 1900 (has links)
Thesis (Ph. D.)--West Virginia University, 2009. / Title from document title page. Document formatted into pages; contains x, 92 p. : ill. (some col.). Includes abstract. Includes bibliographical references (p. 76-92).
3

A functional genomics approach identifies novel genes involved in steroid-hormove induced programmed cell death in Drosophila

Chittaranjan, Suganthi 05 1900 (has links)
Programmed Cell death (PCD) is a highly conserved and genetically controlled event that plays important roles in animal development, homeostasis and disease. Our first objective was to discover and characterize new genes involved in PCD. Since many PCD genes are conserved in Drosophila, and steroid-induced PCD of larval salivary glands (SGs) is transcriptionally regulated with features of both apoptosis and autophagy, we used this exceptionally well-suited in vivo system and performed Serial Analysis of Gene Expression (SAGE) in three pre-death stages. SAGE identified 1244 expressed transcripts, including genes involved in autophagy, apoptosis, immunity, cytoskeleton remodeling, and proteolysis. Of the 1244 transcripts, 463 transcripts belonged to knownlpredicted genes and were 5-fold differentially expressed prior to cell death. Next, we investigated the role of differentially expressed genes from SAGE, in cell death or cell survival, by RNA interference (RNAi ) in l(2)mbn haemocyte Drosophila cells. l(2)mbn cells undergo morphological changes in response to ecdysone treatment, and ultimately undergo PCD. We used cell viability, cell morphology, and apoptosis assays to identify the death-related genes and determined their ecdysone dependency and function in cell death regulation. Our RNAi screen identified six new pro-death related genes, including SH3PXJ and Soxl4, and 21 new pro-survival genes including SoxN. Identification of Soxl4 as pro-death and SoxN as pro-survival suggests that these Sox box proteins may have opposing roles in ecdysone-mediated cell death. Our final objective was to elucidate the function of CG409], a Drosophila homologue of human TNF-alpha induced proteins 8 (TNFAIP8) we identified from SAGE. We created loss-of-function and overexpression mutants of CG4091 to study gene function in vivo and employed immunoprecipitation and mass-spectrometry assays to identify proteins interacting with CG409] in vitro. We identified two proteins that are involved in n-fatty acid oxidation and several cytoskeletal proteins as interaction partners. Immunofluorescence based assays in vivo and in vitro revealed that CG409] is necessary for cytoskeletal remodeling. Further, defects in CG4091 expression affect cellular functions such as autophagy and lipid metabolism/trafficking that require an intact cytoskeleton. Together, our studies provided new insights into the molecular mechanisms involved in Drosophila SG cell death.
4

A functional genomics approach identifies novel genes involved in steroid-hormove induced programmed cell death in Drosophila

Chittaranjan, Suganthi 05 1900 (has links)
Programmed Cell death (PCD) is a highly conserved and genetically controlled event that plays important roles in animal development, homeostasis and disease. Our first objective was to discover and characterize new genes involved in PCD. Since many PCD genes are conserved in Drosophila, and steroid-induced PCD of larval salivary glands (SGs) is transcriptionally regulated with features of both apoptosis and autophagy, we used this exceptionally well-suited in vivo system and performed Serial Analysis of Gene Expression (SAGE) in three pre-death stages. SAGE identified 1244 expressed transcripts, including genes involved in autophagy, apoptosis, immunity, cytoskeleton remodeling, and proteolysis. Of the 1244 transcripts, 463 transcripts belonged to knownlpredicted genes and were 5-fold differentially expressed prior to cell death. Next, we investigated the role of differentially expressed genes from SAGE, in cell death or cell survival, by RNA interference (RNAi ) in l(2)mbn haemocyte Drosophila cells. l(2)mbn cells undergo morphological changes in response to ecdysone treatment, and ultimately undergo PCD. We used cell viability, cell morphology, and apoptosis assays to identify the death-related genes and determined their ecdysone dependency and function in cell death regulation. Our RNAi screen identified six new pro-death related genes, including SH3PXJ and Soxl4, and 21 new pro-survival genes including SoxN. Identification of Soxl4 as pro-death and SoxN as pro-survival suggests that these Sox box proteins may have opposing roles in ecdysone-mediated cell death. Our final objective was to elucidate the function of CG409], a Drosophila homologue of human TNF-alpha induced proteins 8 (TNFAIP8) we identified from SAGE. We created loss-of-function and overexpression mutants of CG4091 to study gene function in vivo and employed immunoprecipitation and mass-spectrometry assays to identify proteins interacting with CG409] in vitro. We identified two proteins that are involved in n-fatty acid oxidation and several cytoskeletal proteins as interaction partners. Immunofluorescence based assays in vivo and in vitro revealed that CG409] is necessary for cytoskeletal remodeling. Further, defects in CG4091 expression affect cellular functions such as autophagy and lipid metabolism/trafficking that require an intact cytoskeleton. Together, our studies provided new insights into the molecular mechanisms involved in Drosophila SG cell death.
5

Populus transcriptomics : from noise to biology /

Sjödin, Andreas, January 2007 (has links)
Diss. (sammanfattning) Umeå : Univ., 2007. / Härtill 6 uppsatser.
6

A functional genomics approach identifies novel genes involved in steroid-hormove induced programmed cell death in Drosophila

Chittaranjan, Suganthi 05 1900 (has links)
Programmed Cell death (PCD) is a highly conserved and genetically controlled event that plays important roles in animal development, homeostasis and disease. Our first objective was to discover and characterize new genes involved in PCD. Since many PCD genes are conserved in Drosophila, and steroid-induced PCD of larval salivary glands (SGs) is transcriptionally regulated with features of both apoptosis and autophagy, we used this exceptionally well-suited in vivo system and performed Serial Analysis of Gene Expression (SAGE) in three pre-death stages. SAGE identified 1244 expressed transcripts, including genes involved in autophagy, apoptosis, immunity, cytoskeleton remodeling, and proteolysis. Of the 1244 transcripts, 463 transcripts belonged to knownlpredicted genes and were 5-fold differentially expressed prior to cell death. Next, we investigated the role of differentially expressed genes from SAGE, in cell death or cell survival, by RNA interference (RNAi ) in l(2)mbn haemocyte Drosophila cells. l(2)mbn cells undergo morphological changes in response to ecdysone treatment, and ultimately undergo PCD. We used cell viability, cell morphology, and apoptosis assays to identify the death-related genes and determined their ecdysone dependency and function in cell death regulation. Our RNAi screen identified six new pro-death related genes, including SH3PXJ and Soxl4, and 21 new pro-survival genes including SoxN. Identification of Soxl4 as pro-death and SoxN as pro-survival suggests that these Sox box proteins may have opposing roles in ecdysone-mediated cell death. Our final objective was to elucidate the function of CG409], a Drosophila homologue of human TNF-alpha induced proteins 8 (TNFAIP8) we identified from SAGE. We created loss-of-function and overexpression mutants of CG4091 to study gene function in vivo and employed immunoprecipitation and mass-spectrometry assays to identify proteins interacting with CG409] in vitro. We identified two proteins that are involved in n-fatty acid oxidation and several cytoskeletal proteins as interaction partners. Immunofluorescence based assays in vivo and in vitro revealed that CG409] is necessary for cytoskeletal remodeling. Further, defects in CG4091 expression affect cellular functions such as autophagy and lipid metabolism/trafficking that require an intact cytoskeleton. Together, our studies provided new insights into the molecular mechanisms involved in Drosophila SG cell death. / Medicine, Faculty of / Medical Genetics, Department of / Graduate
7

Significance of low-abundance transcripts detected in Caenorhabditis elegans muscle SAGE libraries

Veiga, Mariana Barçante 11 1900 (has links)
Serial Analysis of Gene Expression (SAGE) on Caenorhabditis elegans RNA from FACS sorted embryonic body wall muscle cells has identified nearly 8000 genes expressed in nematode body wall muscle. Approximately 60% of these are genes are expressed at low levels (<5 tags/~50,000-100,000 tag library). Low-abundance transcripts have typically been overlooked since most are considered experimental or contamination errors. Consequently, research has been focused on transcripts that are most enriched in the particular tissue of interest. Here I focus on the analysis of low-expressed transcripts in the muscle SAGE libraries in order to investigate what percentage of these are in fact expressed in muscle and are not false positives. Most well characterized C. elegans body wall muscle genes are not expressed at low levels, therefore I anticipate that focusing on these rarely expressed genes will allow for the identification of muscle components that have been previously unrecognized. RT-PCR was performed on RNA isolated from purified body wall muscle cells to initially estimate what fraction of these low abundance transcripts present in the SAGE data are indeed expressed in muscle. I examined 128 genes, of which 84 were represented by a single SAGE tag. From this initial list, 38% of the low-expressed transcripts were verified for their presence in body wall muscle. Subsequently, reporter GFP fusions were used to deduce if these low-expressed transcripts are indeed expressed in vivo within muscle. Of the low-expressed genes that tested positive via RT-PCR, 42% showed in vivo expression in body wall muscle. When the results from the RT-PCR and in vivo expression experiments are combined, I can extrapolate that at least 16% of low-expressed genes identified by the SAGE libraries are in fact expressed in muscle and are not false positives. RNAi and knockout analysis were performed in order to investigate the role of low-expressed muscle genes in myofilament structure. RNAi results show that 14/34 (41%) of the genes screened had mild defects in myofilament organization. The SAGE libraries identified 6388 low-expressed transcripts, this work suggests that at least 16% (1022 genes) of these are in fact expressed in muscle and may reveal new components previously overlooked by other approaches.
8

Significance of low-abundance transcripts detected in Caenorhabditis elegans muscle SAGE libraries

Veiga, Mariana Barçante 11 1900 (has links)
Serial Analysis of Gene Expression (SAGE) on Caenorhabditis elegans RNA from FACS sorted embryonic body wall muscle cells has identified nearly 8000 genes expressed in nematode body wall muscle. Approximately 60% of these are genes are expressed at low levels (<5 tags/~50,000-100,000 tag library). Low-abundance transcripts have typically been overlooked since most are considered experimental or contamination errors. Consequently, research has been focused on transcripts that are most enriched in the particular tissue of interest. Here I focus on the analysis of low-expressed transcripts in the muscle SAGE libraries in order to investigate what percentage of these are in fact expressed in muscle and are not false positives. Most well characterized C. elegans body wall muscle genes are not expressed at low levels, therefore I anticipate that focusing on these rarely expressed genes will allow for the identification of muscle components that have been previously unrecognized. RT-PCR was performed on RNA isolated from purified body wall muscle cells to initially estimate what fraction of these low abundance transcripts present in the SAGE data are indeed expressed in muscle. I examined 128 genes, of which 84 were represented by a single SAGE tag. From this initial list, 38% of the low-expressed transcripts were verified for their presence in body wall muscle. Subsequently, reporter GFP fusions were used to deduce if these low-expressed transcripts are indeed expressed in vivo within muscle. Of the low-expressed genes that tested positive via RT-PCR, 42% showed in vivo expression in body wall muscle. When the results from the RT-PCR and in vivo expression experiments are combined, I can extrapolate that at least 16% of low-expressed genes identified by the SAGE libraries are in fact expressed in muscle and are not false positives. RNAi and knockout analysis were performed in order to investigate the role of low-expressed muscle genes in myofilament structure. RNAi results show that 14/34 (41%) of the genes screened had mild defects in myofilament organization. The SAGE libraries identified 6388 low-expressed transcripts, this work suggests that at least 16% (1022 genes) of these are in fact expressed in muscle and may reveal new components previously overlooked by other approaches.
9

Robust identification of differential gene expression and discrimination /

Bjork, Kathe Elizabeth. January 2006 (has links)
Thesis (Ph.D. in Biostatistics) -- University of Colorado at Denver and Health Sciences Center, 2006. / Typescript. Includes bibliographical references (leaves 237-239). Free to UCDHSC affiliates. Online version available via ProQuest Digital Dissertations;
10

Significance of low-abundance transcripts detected in Caenorhabditis elegans muscle SAGE libraries

Veiga, Mariana Barçante 11 1900 (has links)
Serial Analysis of Gene Expression (SAGE) on Caenorhabditis elegans RNA from FACS sorted embryonic body wall muscle cells has identified nearly 8000 genes expressed in nematode body wall muscle. Approximately 60% of these are genes are expressed at low levels (<5 tags/~50,000-100,000 tag library). Low-abundance transcripts have typically been overlooked since most are considered experimental or contamination errors. Consequently, research has been focused on transcripts that are most enriched in the particular tissue of interest. Here I focus on the analysis of low-expressed transcripts in the muscle SAGE libraries in order to investigate what percentage of these are in fact expressed in muscle and are not false positives. Most well characterized C. elegans body wall muscle genes are not expressed at low levels, therefore I anticipate that focusing on these rarely expressed genes will allow for the identification of muscle components that have been previously unrecognized. RT-PCR was performed on RNA isolated from purified body wall muscle cells to initially estimate what fraction of these low abundance transcripts present in the SAGE data are indeed expressed in muscle. I examined 128 genes, of which 84 were represented by a single SAGE tag. From this initial list, 38% of the low-expressed transcripts were verified for their presence in body wall muscle. Subsequently, reporter GFP fusions were used to deduce if these low-expressed transcripts are indeed expressed in vivo within muscle. Of the low-expressed genes that tested positive via RT-PCR, 42% showed in vivo expression in body wall muscle. When the results from the RT-PCR and in vivo expression experiments are combined, I can extrapolate that at least 16% of low-expressed genes identified by the SAGE libraries are in fact expressed in muscle and are not false positives. RNAi and knockout analysis were performed in order to investigate the role of low-expressed muscle genes in myofilament structure. RNAi results show that 14/34 (41%) of the genes screened had mild defects in myofilament organization. The SAGE libraries identified 6388 low-expressed transcripts, this work suggests that at least 16% (1022 genes) of these are in fact expressed in muscle and may reveal new components previously overlooked by other approaches. / Medicine, Faculty of / Medical Genetics, Department of / Graduate

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