Isolation of a cotton NADP(H) oxidase homologue induced by drought stress

The aim of this study was to identify and isolate genes that are differentially expressed in four selected cotton (Gossypium hirsutum L.) genotypes contrasting according to their tolerance to water deficit. The genotypes studied were Siokra L-23, Stoneville 506, CS 50 and T-1521. Physiological, morphological and developmental changes that confer drought tolerance in plants must have a molecular genetic basis. To identify and isolate the genes, the mRNA Differential Display (DD) technique was used. Messenger RNAs differentially expressed during water deficit were identified, isolated, cloned and sequenced. The cloned transcript A12B15-5, a NADP(H) oxidase homologue, was up regulated only during the water deficit stress and only in Siokra L-23, a drought tolerant genotype. Ribonuclease protection assay confirmed that transcription.

New kernel functions and learning methods for text and data mining

Recent advances in machine learning methods enable increasingly the automatic construction of various types of computer assisted methods that have been difficult or laborious to program by human experts. The tasks for which this kind of tools are needed arise in many areas, here especially in the fields of bioinformatics and natural language processing. The machine learning methods may not work satisfactorily if they are not appropriately tailored to the task in question. However, their learning performance can often be improved by taking advantage of deeper insight of the application domain or the learning problem at hand. This thesis considers developing kernel-based learning algorithms incorporating this kind of prior knowledge of the task in question in an advantageous way. Moreover, computationally efficient algorithms for training the learning machines for specific tasks are presented. In the context of kernel-based learning methods, the incorporation of prior knowledge is often done by designing appropriate kernel functions. Another well-known way is to develop cost functions that fit to the task under consideration. For disambiguation tasks in natural language, we develop kernel functions that take account of the positional information and the mutual similarities of words. It is shown that the use of this information significantly improves the disambiguation performance of the learning machine. Further, we design a new cost function that is better suitable for the task of information retrieval and for more general ranking problems than the cost functions designed for regression and classification. We also consider other applications of the kernel-based learning algorithms such as text categorization, and pattern recognition in differential display. We develop computationally efficient algorithms for training the considered learning machines with the proposed kernel functions. We also design a fast cross-validation algorithm for regularized least-squares type of learning algorithm. Further, an efficient version of the regularized least-squares algorithm that can be used together with the new cost function for preference learning and ranking tasks is proposed. In summary, we demonstrate that the incorporation of prior knowledge is possible and beneficial, and novel advanced kernels and cost functions can be used in algorithms efficiently.

Transcriptional up-regulation of PHLDA1 by 17β-estradiol in MCF-7 breast cancer cells

Most breast cancer risk factors are associated with prolonged exposure of the mammary gland to high levels of estrogens. The actions of estrogens are predominantly mediated by two receptors, ERα and ERβ, which act as transcription factors binding with high affinity to estrogen response elements in the promoter region of target genes. However, most target genes do not contain the consensus estrogen response elements, but rather degenerated palindromic sequences showing one or more mutations and other ER-binding sites such as AP-1 and SP-1. Using the differential display reverse transcription-polymerase chain reaction technique, our group identified several genes differentially expressed in normal tissue and in ER-positive and ER-negative primary breast tumors. One of the genes shown to be down-regulated in breast tumors compared to normal breast tissue was the PHLDA1 (Pleckstrin homology-like domain, family A, member 1). In the present study, we investigated the potential of PHLDA1 to be regulated by estrogen via ER in MCF-7 breast cancer cells. The promoter region of PHLDA1 shows an imperfect palindrome, an AP-1- and three SP-1-binding sites potentially regulated by estrogens. We also assessed the effects of 17β-estradiol on PHLDA1 mRNA expression in MCF-7 breast cancer cells. MCF-7 cells exposed to 10 nM 17β-estradiol showed more than 2-fold increased expression of the PHLDA1 transcripts compared to control cells (P = 0.05). The anti-estrogen ICI 182,780 (1 µM) inhibited PHLDA1 mRNA expression and completely abolished the effect of 10 nM 17β-estradiol on PHLDA1 expression (P < 0.05), suggesting that PHLDA1 is regulated by estrogen via ER.

Identification and isolation of plant promoters induced by thiocyanate

Mémoire numérisé par la Division de la gestion de documents et des archives de l'Université de Montréal

Angiopoietine-like 2 : un facteur circulant pro-oxydant et pro-inflammatoire qui contribue au développement de l’athérosclérose

L’athérosclérose est une maladie vasculaire inflammatoire chronique qui se développe progressivement au cours de la vie. Les mécanismes impliqués sont complexes et la recherche de nouveaux candidats impliqués dans l'athérogénèse est toujours d'actualité. L’Angiopoietine-like 2 (Angptl2) est une protéine relativement peu connue, aux propriétés pro-angiogéniques et pro-inflammatoires, qui appartient par homologie à la grande famille des angiopoietines, mais dont le récepteur n'est pas encore clairement identifié. Les situations pathologiques dans lesquelles l’Angptl2 jouerait un rôle crucial sont diverses, mais sa contribution moléculaire dans le développement de l’athérosclérose est inconnue. Par differential display, nous avons initialement identifié l'Angptl2 comme étant surexprimée dans des cellules endothéliales sénescentes, isolées et cultivées à partir d'artères mammaires internes de patients athérosclérotiques ayant subi un pontage coronarien. Cette découverte a été la à base de mon projet, et mes objectifs ont été 1) de déterminer l'implication de l’Angptl2 vasculaire en présence de facteurs de risques tels que le tabagisme et la dyslipidémie, 2) de produire et de purifier une protéine recombinante fonctionnelle de l’Angptl2 afin d'identifier in vitro de nouvelles propriétés cellulaires de l'Angptl2 et 3) d'étudier in vivo le potentiel pro-athérogénique de l'Angptl2 recombinante dans un modèle murin de dyslipidémie sévère. Nous avons montré que l’Angptl2 est sécrétée préférentiellement dans des conditions pro-oxydantes et pro-inflammatoires, avec une augmentation de son expression endothéliale de l’ordre de 6 fois chez des patients coronariens fumeurs atteints de maladie pulmonaire obstructive chronique. Suite à ces résultats, nous avons émis l’hypothèse que l’Angptl2, en plus de ses fonctions pro-inflammatoires connues, possède des propriétés pro-oxydantes. Nous avons démontré que l’Angptl2 recombinante stimule en effet la production de radicaux libres dans des HUVEC en culture, via l’inhibition partielle de la voie cytoprotectrice antioxydante Nrf2/HO-1 et potentiellement via l'activation de kinase intracellulaire de type p38. A l'aide de souris dyslipidémiques LDLr-/-; hApoB-100+/+, nous avons démontré que le niveau d’Angptl2 plasmatique, vasculaire et dans les plaques athéromateuses, augmente parallèlement avec le développement de l’athérosclérose. De plus, une stimulation avec l’Angptl2 recombinante engendre chez ces souris une réponse inflammatoire évaluée par l’expression endothéliale de cytokines et de molécules d'adhésion et par l’infiltration de leucocytes sur l’endothélium vasculaire. Finalement, l’administration intraveineuse de la protéine recombinante d’Angptl2 pendant quatre semaines à des souris LDLr-/-; hApoB-100+/+ augmente de 10 fois l'expansion de la plaque athérosclérotique et double leur taux de cholestérol circulant. Nous avons aussi montré que chez des patients athérosclérotiques, l'Angptl2 plasmatique est 6 fois plus élevée que chez des sujets sains du même âge. Nos études semblent donc définir l’Angptl2 comme un facteur contribuant directement au développement de l'athérosclérose en favorisant la sénescence, l’inflammation et l’oxydation des cellules endothéliales. Ces propriétés pourraient globalement définir l'Angptl2, non seulement comme un nouveau biomarqueur circulant de l’athérosclérose, mais également comme l'un de ses promoteurs.

Comparative analysis of differentially expressed sequence tags of sweet orange and mandarin infected with Xylella fastidiosa

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Wilmstumor- und Metanephrogenese: differenzielle Genexpressionsanalysen und weitere Charakterisierung identifizierter Kandidatengene

In der vorliegenden Dissertation wurden verschiedene Kandidatengene für den Wilmstumor (WT), eine Tumorerkrankung der Niere, identifiziert und charakterisiert. Da dieses frühkindliche Malignom aus einer inkorrekt ablaufenden Metanephrogenese resultiert, wurden die Genexpressionsmuster verschiedener humaner Wilmstumor- und Normalnierengewebe (adulte sowie fetale Niere) mit Hilfe der Technik des differential display verglichen und die als differenziell exprimiert identifizierten Gene kloniert und charakterisiert. Bei TM7SF1 handelt es sich um ein neues Gen, dessen Transkription im Zuge der Metanephrogenese angeschaltet wird. Das von ihm codierte putative Protein kann aufgrund von Strukturvorhersagen vermutlich zur Familie G Protein-gekoppelter Rezeptoren gezählt werden. Die ableitbare Funktion als Signalmolekül der Nierenentwicklung, sowie seine Lokalisation in einem WT-Lokus (1q42-q43) machen TM7SF1 zu einem aussichtsreichen Kandidatengen für den WT. Darüber hinaus konnten die Voraussetzungen für funktionelle Tests, die eine weitere Charakterisierung von TM7SF1 erlauben, geschaffen werden (Identifikation und Klonierung des murinen Homologen, stabil überexprimierende WT-Zelllinien, Antikörper gegen den Aminoterminus des putativen Proteins). Mit TCF2 wurde ein weiteres Gen identifiziert, dessen Produkt in Prozessen der Metanephrogenese eine Rolle spielt. Die signifikante Herunterregulation der TCF2-Expression in der großen Mehrzahl der untersuchten WTs, die innerhalb der vorliegenden Arbeit gezeigte Regulation durch das WT1-Genprodukt, sowie seine genomische Lokalisation in einem Intervall für die familiäre Form des WT (FWT1 in 17q12-q21) zeigen das Potenzial von TCF2, als Kandidatengen für den FWT zu gelten. Darüber hinaus wurde mit GLI3 ein in verschiedenen WTs stark exprimiertes Gen identifiziert. Sein Produkt ist eine Komponente des entwicklungsbiologisch relevanten und in verschiedene Tumorerkrankungen involvierten sonic hedgehog-Signaltransduktionsweges. Mit FE7A3 und CDT151 konnten zwei differenziell exprimierte cDNAs identifiziert werden, die Teile neuer Gene darstellen und die in WT-Loci kartiert werden konnten. Aufgrund von Homologievergleichen im Bereich der identifizierten offenen Leserahmen konnte eine mögliche Bedeutung der putativen Genprodukte für die WT-Pathogenese als Zelladhäsionsmolekül (FE7A3) bzw. als mit der Proliferation assoziiertem Transkriptionsfaktor (CDT151) herausgearbeitet werden. Neben den komparativen Genexpressionsuntersuchungen wurde in einem zweiten Ansatz die transkriptionelle Regulation des einzigen bisher klonierten Wilmstumorgens (WT1) analysiert. Mit Hilfe vergleichender Reportergenanalysen in WT1-exprimierenden und nicht-exprimierenden Zelllinien konnten neue für die transkriptionelle Regulation von WT1 relevante Bereiche identifiziert werden. Darüber hinaus wurde der für die Transkriptionsfaktoren SP1 und SP3 an anderen Promotoren beschriebene funktionelle Antagonismus für die WT1-Expression untersucht und in Gelretardationsanalysen mit dem WT1-Expressionsstatus oben genannter Zelllinien korreliert.

Identifizierung eines adaptiven antibakteriellen Abwehrmechanismus des marinen Schwammes Suberites domuncula

Schwämme (Porifera) sind die phylogenetisch ältesten Metazoa. Sie besitzen komplexe Abwehrsysteme, welche vor allem auf der Synthese bioaktiver niedermolekularer Sekundärmetaboliten beruhen und diese Tiere zu einer der reichhaltigsten Quellen für medizinisch nutzbare Wirkstoffe machen. Besonders der marine Einsiedler-Korkschwamm (Suberites domuncula) hat sich in den letzten Jahren zur Untersuchung der molekularen Zusammenhänge dieser Abwehrmechanismen als besonders geeignet herausgestellt. So wurden in diesem Schwamm beispielsweise zwei lyso-PAF (plättchenaktivierender Faktor) Derivate (1-O Hexadecyl-sn-glycero-3-phosphatidylcholin und 1-O-Octadecyl-sn-glycero-3-phosphatidylcholin) identifiziert und charakterisiert, sowie deren ausgeprägte antibakterielle Aktivität besonders gegenüber gramnegativen Bakterien demonstriert. Eine Behandlung mit der Modellsubstanz zur Simulation einer bakteriellen Infektion, dem Endotoxin Lipopolysaccharid (LPS), für insgesamt 72 Stunden resultierte in einem Anstieg der Expressionslevel zweier an der Biosynthese dieser bioaktiven Etherphospholipide beteiligten Proteine. Unter Anwendung der Methode des Differential Display konnte einerseits das Schlüsselenzym der Etherphospholipid Biosynthese Alkyl- Dihydroxyacetonphosphat (DHAP)-Synthase und andererseits die regulatorische Untereinheit der PAF-deacetylierenden PAF Acetylhydrolase I

Mass spectrometry-based analytical tools for the molecular protein characterization of human plasma lipoproteins

Lipoproteins are a heterogeneous population of blood plasma particles composed of apolipoproteins and lipids. Lipoproteins transport exogenous and endogenous triglycerides and cholesterol from sites of absorption and formation to sites of storage and usage. Three major classes of lipoproteins are distinguished according to their density: high-density (HDL), low-density (LDL) and very low-density lipoproteins (VLDL). While HDLs contain mainly apolipoproteins of lower molecular weight, the two other classes contain apolipoprotein B and apolipoprotein (a) together with triglycerides and cholesterol. HDL concentrations were found to be inversely related to coronary heart disease and LDL/VLDL concentrations directly related. Although many studies have been published in this area, few have concentrated on the exact protein composition of lipoprotein particles. Lipoproteins were separated by density gradient ultracentrifugation into different subclasses. Native gel electrophoresis revealed different gel migration behaviour of the particles, with less dense particles having higher apparent hydrodynamic radii than denser particles. Apolipoprotein composition profiles were measured by matrix-assisted laser desorption/ionization-mass spectrometry on a macromizer instrument, equipped with the recently introduced cryodetector technology, and revealed differences in apolipoprotein composition between HDL subclasses. By combining these profiles with protein identifications from native and denaturing polyacrylamide gels by liquid chromatography-tandem mass spectrometry, we characterized comprehensively the exact protein composition of different lipoprotein particles. We concluded that the differential display of protein weight information acquired by macromizer mass spectrometry is an excellent tool for revealing structural variations of different lipoprotein particles, and hence the foundation is laid for the screening of cardiovascular disease risk factors associated with lipoproteins.

Study of retinoic acid signaling in cancer cells: Cloning and characterization of retinoic acid responsive genes

Retinoids such as all-trans-retinoic acid (ATRA) are promising agents for cancer chemoprevention and therapy. ATRA can cause growth inhibition, induction of differentiation and apoptosis of a variety of cancer cells. These effects are thought to be mediated by nuclear retinoids receptors which are involved in ligand-dependent transcriptional activation of downstream target genes. Using differential display, we identified several retinoic acid responsive genes in the head and neck squamous carcinoma cells and lung cancer cells, including tissue type transglutaminase, cytochrome P450-related retinoic acid hydroxylase, and a novel gene, designated RAIG1. RAIG1 has two transcripts of 2.4 and 6.8 kbp, respectively, that are generated by alternative selection of polyadenylation sites. Both transcripts have the same open reading frame that encodes a protein comprised of 357 amino acid residues. The deduced RAIG1 protein sequence contains seven transmembrane domains, a signature structure of G protein-coupled receptors. RAIG1 mRNA is expressed at high level in fetal and adult lung tissues. Induction of RAIG1 expression by ATRA is rapid and dose-dependent. A fusion protein of RAIG1 and the green fluorescent protein was localized in the cell surface membrane and perinuclear vesicles in transiently transfected cells. The locus for RAIG1 gene was mapped to a region between D12S358 and D12S847 on chromosome 12p12.3-p13. Our study of the novel retinoic acid induced gene RAIG1 provide evidence for a possible interaction between retinoid and G protein signaling pathways.^ We further examined RAIG1 expression pattern in a panel of 84 cancer cell lines of different origin. The expression level varies greatly from very high to non-detectable. We selected a panel of different cancer cells to study the effects of retinoids and other differentiation agents. We observed: (1) In most cases, retinoids (including all-trans retinoic acid, 4HPR, CD437) could induce the expression of RAIG-1 in cells from cancers of the breast, colon, head and neck, lung, ovarian and prostate. (2) Compare to retinoids, butyrate is often a more potent inducer of RAIG-1 expression in many cancer cells. (3) Butyrate, Phenylacetate butyrate, (R)P-Butyrate and (S)P-Butyrate have different impact on RAIG1 expression which varies among different cell lines. Our results indicate that retinoids could restore RAIG1 expression that is down-regulated in many cancer cells.^ A mouse homologous gene, mRAIG1, was cloned by 5$\sp\prime$ RACE reaction. mRAIG1 cDNA has 2105 bp and shares 63% identity with RAIG1 cDNA. mRAIG1 encodes a polypeptide of 356 amino acid which is 76% identity with RAIG1 protein. mRAIG1 protein also has seven transmembrane domains which are structurally identical to those of RAIG1 protein. Only one 2.2 kbp mRAIG1 transcript could be detected. The mRAIG1 mRNA is also highly expressed in lung tissue. The expression of mRAIG1 gene could be induced by ATRA in several mouse embryonal carcinoma cells. The induction of mRAIG1 expression is associated with retinoic acid-induced neuroectoderm differentiation of P19 cells. Similarity in cDNA and protein sequence, secondary structure, tissue distribution and inducible expression by retinoic acid strongly suggest that the mouse gene is the homologue of the human RAIG1 gene. ^

Identification and characterization of cellular genes differentially expressed in a subset of tumors with non -functional WT1

Wilms tumor (WT) or nephroblastoma is a genetically heterogeneous pediatric renal tumor that accounts for 6–7% of all childhood cancers in the U.S. WT1, located at 11p13, is the sole WT gene cloned to date. Additional genomic regions containing genes that play a role in the development of Wilms tumor include 11p15, 7p, 16q, 1p, 17q and 19q. This heterogeneity has made it extremely difficult to develop an understanding of the pathways involved in the development of WT, even in the 5–20% of tumors that show mutations at the WT1 locus. My research addresses this gap in our current comprehension of the development of WT. ^ I have used two complementary approaches to extend the current understanding of molecular changes involved in the development of WT. In order to minimize complexities due to genetic heterogeneity, I confined my analysis to the WT1 pathway by assessing those genetically defined tumors that carry WT1 mutations. WT1 encodes a zinc finger transcription factor, and in vitro studies have identified many genes that are potentially regulated in vivo by WT1. However, there is very little in vivo data that suggests that they are transcriptionally regulated endogenously by WT1. In one approach I assessed the role of WT1 in the in vivo regulation of PDGFA and IGF2, two genes that are strong contenders for endogenous regulation by WT1. Using primary tissue samples, I found no correlation between the level of RNA expression of WT1 with either PDGFA or IGF2, suggesting that WT1 does not play a critical role in their expression in either normal kidney or WT. ^ In a parallel strategy, using differential display analysis I compared global gene expression in a subset of tumors with known homozygous inactivating WT1 mutations (WT1-tumors) to the gene expression in a panel of appropriate control tissues (fetal kidney, normal kidney, rhabdoid tumor and pediatric renal cell carcinoma). Transcripts that are aberrantly expressed in this subset of Wilms tumors are candidates for endogenous transcriptional regulation by WT1 as well as for potentially functioning in the development of WT. By this approach I identified several differentially expressed transcripts. I further characterized two of these transcripts, identifying a candidate WT gene in the process. I then performed a detailed analysis of this WT candidate gene, which maps to 7p. Future studies will shed more light on the role of these differentially expressed genes in WT. ^

Identification and characterization of the ARP1 gene, a target for the human acute leukemia ALL1 gene

ALL1, the human homologue of Drosophila trithorax, is directly involved in human acute leukemias associated with abnormalities at 11q23. Using the differential display method, we isolated a gene that is down-regulated in All1 double-knockout mouse embryonic stem (ES) cells. The gene, designated ARP1 (also termed RIEG, Ptx2, or Otlx2), is a member of a family of homeotic genes containing a short motif shared with several homeobox genes. Using a bacterially synthesized All1 polypeptide encompassing the AT-hook motifs, we identified a 0.5-kb ARP1 DNA fragment that preferentially bound to the polypeptide. Within this DNA, a region of ≈100 bp was protected by the polypeptide from digestion with ExoIII and DNase I. Whole-mount in situ hybridization to early mouse embryos of 9.5–10.5 days indicated a complex pattern of Arp1 expression spatially overlapping with the expression of All1. Although the ARP1 gene is expressed strongly in bone marrow cells, no transcripts were detected in six leukemia cell lines with 11q23 translocations. These results suggest that ARP1 is up-regulated by the All1 protein, possibly through direct interaction with an upstream DNA sequence of the former. The results are also consistent with the suggestion that ALL1 chimeric proteins resulting from 11q23 abnormalities act in a dominant negative fashion.

Down-regulation of transmembrane carbonic anhydrases in renal cell carcinoma cell lines by wild-type von Hippel-Lindau transgenes

To discover genes involved in von Hippel-Lindau (VHL)-mediated carcinogenesis, we used renal cell carcinoma cell lines stably transfected with wild-type VHL-expressing transgenes. Large-scale RNA differential display technology applied to these cell lines identified several differentially expressed genes, including an alpha carbonic anhydrase gene, termed CA12. The deduced protein sequence was classified as a one-pass transmembrane CA possessing an apparently intact catalytic domain in the extracellular CA module. Reintroduced wild-type VHL strongly inhibited the overexpression of the CA12 gene in the parental renal cell carcinoma cell lines. Similar results were obtained with CA9, encoding another transmembrane CA with an intact catalytic domain. Although both domains of the VHL protein contribute to regulation of CA12 expression, the elongin binding domain alone could effectively regulate CA9 expression. We mapped CA12 and CA9 loci to chromosome bands 15q22 and 17q21.2 respectively, regions prone to amplification in some human cancers. Additional experiments are needed to define the role of CA IX and CA XII enzymes in the regulation of pH in the extracellular microenvironment and its potential impact on cancer cell growth.

Vascular MADs: Two novel MAD-related genes selectively inducible by flow in human vascular endothelium

Vascular endothelium is an important transducer and integrator of both humoral and biomechanical stimuli within the cardiovascular system. Utilizing a differential display approach, we have identified two genes, Smad6 and Smad7, encoding members of the MAD-related family of molecules, selectively induced in cultured human vascular endothelial cells by steady laminar shear stress, a physiologic fluid mechanical stimulus. MAD-related proteins are a recently identified family of intracellular proteins that are thought to be essential components in the signaling pathways of the serine/threonine kinase receptors of the transforming growth factor β superfamily. Smad6 and Smad7 possess unique structural features (compared with previously described MADs), and they can physically interact with each other, and, in the case of Smad6, with other known human MAD species, in endothelial cells. Transient expression of Smad6 or Smad7 in vascular endothelial cells inhibits the activation of a transfected reporter gene in response to both TGF-β and fluid mechanical stimulation. Both Smad6 and Smad7 exhibit a selective pattern of expression in human vascular endothelium in vivo as detected by immunohistochemistry and in situ hybridization. Thus, Smad6 and Smad7 constitute a novel class of MAD-related proteins, termed vascular MADs, that are induced by fluid mechanical forces and can modulate gene expression in response to both humoral and biomechanical stimulation in vascular endothelium.

Expression of an ortholog of replication protein A1 (RPA1) is induced by gibberellin in deepwater rice

Internodes of deepwater rice are induced to grow rapidly when plants become submerged. This adaptation enables deepwater rice to keep part of its foliage above the rising flood waters during the monsoon season and to avoid drowning. This growth response is, ultimately, elicited by the plant hormone gibberellin (GA). The primary target tissue for GA action is the intercalary meristem of the internode. Using differential display of mRNA, we have isolated a number of genes whose expression in the intercalary meristem is regulated by GA. The product of one of these genes was identified as an ortholog of replication protein A1 (RPA1). RPA is a heterotrimeric protein involved in DNA replication, recombination, and repair and also in regulation of transcription. A chimeric construct, in which the single-stranded DNA-binding domain of rice RPA1 was spliced into the corresponding region of yeast RPA1, was able to complement a yeast rpa1 mutant. The transcript level of rice RPA1 is high in tissues containing dividing cells. RPA1 mRNA levels increase rapidly in the intercalary meristem during submergence and treatment with GA before the increase in the level of histone H3 mRNA, a marker for DNA replication.