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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.
31

Vitamin E : elucidation of the mechanism of side chain degradation and gene regulatory functions / Vitamin E : elucidation of the mechanism of side chain degradation and gene regulatory functions

Landes, Nico January 2005 (has links)
For more than 80 years vitamin E has been in the focus of scientific research. Most of the progress concerning non-antioxidant functions, nevertheless, has only arisen from publications during the last decade.<br> Most recently, the metabolic pathway of vitamin E has been almost completely elucidated. Vitamin E is metabolized by truncation of its side chain. The initial step of an omega-hydroxylation is carried out by cytochromes P450 (CYPs). This was evidenced by the inhibition of the metabolism of alpha-tocopherol by ketoconozole, an inhibitor of CYP3A expression, whereas rifampicin, an inducer of CYP3A expression increased the metabolism of alpha-tocopherol. Although the degradation pathway is identical for all tocopherols and tocotrienols, there is a marked difference in the amount of the release of metabolites from the individual vitamin E forms in cell culture as well as in experimental animals and in humans. Recent findings not only proposed an CYP3A4-mediated degradation of vitamin E but also suggested an induction of the metabolizing enzymes by vitamin E itself.<br> In order to investigate how vitamin E is able to influence the expression of metabolizing enzymes like CYP3A4, a pregnane X receptor (PXR)-based reporter gene assay was chosen. PXR is a nuclear receptor which regulates the transcription of genes, e.g., CYP3A4, by binding to specific DNA response elements. And indeed, as shown here, vitamin E is able to influence the expression of CYP3A via PXR in an in vitro reporter gene assay. Tocotrienols showed the highest activity followed by delta- and alpha-tocopherol. An up-regulation of Cyp3a11 mRNA, the murine homolog of the human CYP3A4, could also be confirmed in an animal experiment. The PXR-mediated change in gene expression displayed the first evidence of a direct transcriptional activity of vitamin E. PXR regulates the expression of genes involved in xenobiotic detoxification, including oxidation, conjugation, and transport. CYP3A, e.g., is involved in the oxidative metabolism of numerous currently used drugs. This opens a discussion of possible side effects of vitamin E, but the extent to which supranutritional doses of vitamin E modulate these pathways in humans has yet to be determined. <br><br> Additionally, as there is arising evidence that vitamin E's essentiality is more likely to be based on gene regulation than on antioxidant functions, it appeared necessary to further investigate the ability of vitamin E to influence gene expression. Mice were divided in three groups with diets (i) deficient in alpha-tocopherol, (ii) adequate in alpha-tocopherol supply and (iii) with a supranutritional dosage of alpha-tocopherol. After three months, half of each group was supplemented via a gastric tube with a supranutritional dosage of gamma-tocotrienol per day for 7 days. Livers were analyzed for vitamin E content and liver RNA was prepared for hybridization using cDNA array and oligonucleotide array technology. A significant change in gene expression was observed by alpha-tocopherol but not by gamma-tocotrienol and only using the oligonucleotide array but not using the cDNA array. The latter effect is most probably due to the limited number of genes represented on a cDNA array, the lacking gamma-tocotrienol effect is obviously caused by a rapid degradation, which might prevent bioefficacy of gamma-tocotrienol.<br> Alpha-tocopherol changed the expression of various genes. The most striking observation was an up-regulation of genes, which code for proteins involved in synaptic transmitter release and calcium signal transduction. Synapsin, synaptotagmin, synaptophysin, synaptobrevin, RAB3A, complexin 1, Snap25, ionotropic glutamate receptors (alpha 2 and zeta 1) were shown to be up-regulated in the supranutritional group compared to the deficient group. The up-regulation of synaptic genes shown in this work are not only supported by the strong concentration of genes which all are involved in the process of vesicular transport of neurotransmitters, but were also confirmed by a recent publication. However, a confirmation by real time PCR in neuronal tissue like brain is now required to explain the effect of vitamin E on neurological functionality. The change in expression of genes coding for synaptic proteins by vitamin E is of principal interest thus far, since the only human disease directly originating from an inadequate vitamin E status is ataxia with isolated vitamin E deficiency. Therefore, with the results of this work, an explanation for the observed neurological symptoms associated with vitamin E deficiency can be presented for the first time. / Chemisch handelt es sich bei Vitamin E um acht lipophile Derivate des 6 Chromanols mit einer Seitenkette. Nach dem Sättigungsgrad der Seitenkette lassen sich die Derivate in die Tocopherole (gesättigte Seitenkette) und die Tocotrienole (ungesättigte Seitenkette mit drei Doppelbindungen) einteilen. Entsprechend der Methylierung des Chromanrings lassen sie sich in alpha-, beta-, gamma- und delta-Tocopherol, bzw. Tocotrienol unterscheiden. Davon besitzt alpha-Tocopherol, das gleichzeitig die im Plasma dominierende Form darstellt, die höchste biologische Aktivität. Aufnahme wie auch der Transport von Vitamin E im Körper sind vergleichsweise gut erforscht. Die Kenntnisse zu Metabolismus und Elimination waren jedoch bis vor kurzem sehr lückenhaft. Lange Zeit waren nur Vitamin E-Metabolite mit geöffnetem Chromanring, die sogenannten Simon-Metabolite Tocopheronsäure und Tocopheronolacton bekannt. Diese Metabolite können nur aus oxidativ gespaltenem Vitamin E entstehen und galten daher auch als Beweis für die antioxidative Wirkung von Vitamin E. Mit verbesserter Analytik wurde vor einigen Jahren gezeigt, dass die Simon-Metabolite größtenteils Isolierungsartefakte sind. Stattdessen wurden Metabolite mit intaktem Chromanring identifiziert. Tocopherole wie auch Tocotrienole werden im Körper durch eine Verkürzung der Seitenkette abgebaut. Die Endprodukte sind in jedem Fall CEHCs (Carboxyethyl Hydroxychromane). Die Seitenkettenverkürzung startet mit einer omega-Hydroxylierung gefolgt von 5 Schritten &#61472;beta-Oxidation. Die omega Hydroxylierung der Seitenkette durch Cytochrom P450 (CYP) Enzyme wurde indirekt bestätigt. CYP3A4 gilt dabei als eines der wahrscheinlichsten Enzyme im Abbau von Vitamin E, die Beteiligung weiterer CYPs wird jedoch gleichfalls angenommen. Auffällig ist, dass nicht alle Vitamin E-Formen in gleichem Ausmaß abgebaut werden. Die Ausscheidung von CEHCs aus alpha-Tocopherol ist, verglichen zu andern Vitamin E-Formen, in kultivierten Zellen wie auch in vivo sehr gering. Die Art der Seitenkettenverkürzung von Vitamin E spricht für einen Abbau über das Fremdstoff-metabolisierende System, welches auch eine Vielzahl von Medikamenten verstoffwechselt.<br> Im ersten Teil der vorliegenden Arbeit konnte mittels Reportergenassay in HepG2 Zellen gezeigt werden, dass Vitamin E einen nukleären Rezeptor, den Pregnan X Rezeptor (PXR), zu aktivieren und die Expression von PXR-regulierten Genen zu beeinflussen vermag. PXR reguliert eine Reihe von Genen für Fremdstoff-metabolisierende Enzyme wie z.B. Cytochrom P450 3A4 durch Bindung an sein responsives Element im Promotor der Zielgene. Die untersuchten Vitamin E-Formen unterschieden sich deutlich hinsichtlich ihrer PXR-Aktivierung. Die Tocotrienole zeigten die höchste PXR-Aktivierung - vergleichbar mit Rifampicin, einem bekannt guten PXR-Aktivator - gefolgt von delta / alpha- und gamma-Tocopherol. Im Tierversuch an Mäusen konnte die erhöhte Expression von Cyp3a11, dem Homolog des humanen CYP3A4 in Abhängigkeit von der alpha-Tocopherol-Zufuhr bestätigt werden. Somit konnte erstmals gezeigt werden, dass Vitamin E die Expression von Genen direkt beeinflussen kann. Darüber hinaus unterstreicht diese Beobachtung die Möglichkeit einer Wechselwirkung von pharmakologischen Dosen Vitamin E mit dem Abbau von Medikamenten. Eine genregulatorische Funktion von Vitamin E ist auf den ersten Blick überraschend. Denn wenngleich Vitamin E vor über 80 Jahren als Fertilitätsfaktor bei Ratten entdeckt wurde, steht die erst später beschriebene antioxidative Eigenschaft von Vitamin E bis heute im Fokus der meisten Publikationen. Die molekularen Mechanismen der Essentialität von Vitamin E wurden dagegen wenig untersucht. Erst in den letzten Jahren finden Funktionen von Vitamin E Interesse, die über seine antioxidative Wirkung hinausgehen. Dabei konnte gezeigt werden, dass Vitamin E in vitro die Expression von Genen wie dem Scavenger Rezeptor CD36, dem Connective Tissue Growth Factor oder dem Peroxisomen-Proliferator aktivierten Rezeptor gamma beeinflussen kann.<br> Um weitere Zielgene von Vitamin E in vivo identifizieren zu können, wurden im zweiten Teil der vorliegenden Arbeit Mäuse in drei Fütterungsgruppen mit einer a) defizientem b) adäquatem sowie c) mit einer supranutritiven alpha Tocopherol-Versorgung über 3 Monate gefüttert. Zusätzlich erhielt die Hälfte der Tiere aus jeder Gruppe während der letzten Lebenswoche eine supranutritive Dosis gamma-Tocotrienol pro Tag. Aus den Lebern der Tiere wurde die RNA präpariert und die differentielle Genexpression mittels a) cDNA und b) Oligonukleotide enthaltenden GenChips analysiert.<br> Eine signifikante Änderung in der Genexpression zwischen den verschiedenen Fütterungsgruppen fand sich jedoch nur in den Analysen der Oligonukleotid GenChips. Dies kann auf die begrenzte Anzahl von Genen zurückzuführen sein, die auf den cDNA GenChips repräsentiert waren. Auch ein signifikanter Effekt von gamma-Tocotrienol auf die Genexpression konnte nicht beobachtet werden. Wahrscheinlich ist die hohe Ausscheidung von gamma-CEHC, dem Abbauprodukt von gamma-Tocotrienol, die im Urin der Tiere gemessen wurde und die damit womöglich verringerte Bioverfügbarkeit von gamma-Tocotrienol dafür verantwortlich.<br> Mit Hilfe der Oligonukleotid GenChips konnte jedoch ein signifikanter Effekt von alpha-Tocopherol auf die Expression einer Vielzahl von Genen beobachtet werden. Herausstechend war dabei die erhöhte Expression von für den vesikulären Transport essentiellen Genen, die für den synaptischen Signaltransfer benötigt werden. So wurden z.B. Synapsin, Synaptotagmin, Synaptophysin, Synaptobrevin, RAB3A, Complexin 1, Snap25, die ionotrophen Glutamat Rezeptoren alpha 2 und zeta 1 in Abhängigkeit von der alpha Tocopherol-Versorgung über die Diät erhöht exprimiert. Die Beobachtung, dass Vitamin E bei neurologischen Prozessen eine Rolle zu spielen scheint ist jedoch nicht neu. Bei Patienten mit einem Mangel an funktionellem alpha-Tocopherol-Transfer-Protein (alpha-TTP) kann es zu stark verringerten Plasmakonzentrationen an Vitamin E kommen, da alpha-TTP eine zentrale Rolle in der Aufnahme und Verteilung von Vitamin E im Körper einnimmt. An diesen Patienten können charakteristische Vitamin E-Mangelzustände beobachtet, die durch eine Reihe von neurologischen Störungen wie Ataxien, Hyporeflexie sowie eine verringerte propriozeptive und vibratorische Sensitivität gekennzeichnet sind. Mit den vorliegenden Ergebnissen kann nun erstmals eine mechanistische Erklärung für diese Symptome diskutiert werden. Eine Bestätigung der vorliegenden Ergebnisse via RT-PCR und Western Blot, z.B. in neuronalem Gewebe wie dem Gehirn, sowie anschließende funktionellen Untersuchungen ist daher dringend geboten.
32

Μέθοδοι βιοπληροφορικής για τον επαναπροσδιορισμό φαρμάκων στη νόσο Αλτσχάιμερ

Σιαβέλης, Ιωάννης 04 May 2015 (has links)
Η νόσος Αλτσχάιμερ καταλαμβάνει την πρωτοκαθεδρία στις μη αναστρέψιμες άνοιες με τους επιδημιολογικούς της δείκτες να αυξάνονται όσο μεγαλώνει το προσδόκιμο ζωής του ανθρώπου. Η χρήση φαρμάκων, με αρχική στόχευση άλλη πάθηση, στη νόσο Αλτσχάιμερ αποκαλείται φαρμακευτικός επαναπροσδιορισμός και προσφέρει σαφή πλεονεκτήματα στην ασφάλεια, την ταχύτητα και το κόστος ανάπτυξης μίας εν δυνάμει θεραπείας, ιδιαίτερα όταν η μέχρι σήμερα αντιμετώπιση της πάθησης περιορίζεται στην καθυστέρηση εξέλιξης της βλάβης και τις δευτερογενείς εκδηλώσεις. Στην παρούσα εργασία, εκμεταλλευτήκαμε εργαλεία φαρμακευτικής επαναστόχευσης που βασίζονται στις γονιδιακές υπογραφές πέντε μελετών μικροσυστοιχιών της νόσου Αλτσχάιμερ. Καίριο στάδιο στη συγκρότηση γονιδιακών υπογραφών είναι ο προσδιορισμός της διαφορικής έκφρασης των γονιδίων. Εφαρμόζοντας τρεις διαφορετικές τεχνικές (Limma, ChDir, mAP-KL) για το σκοπό αυτό και τοποθετώντας τα αποτέλεσματα σε τέσσερα ξεχωριστά εργαλεία φαρμακευτικής επαναστόχευσης (cMap, SPIEDw, sscMap, LINCS-L1000), αναδείξαμε φάρμακα που συστηματικά αντιστρατεύονται τη νόσο. Η περαιτέρω ανάλυση σε επίπεδο χημικής δομής, λειτουργικών μονοπατιών και δικτυακής θεώρησης προσδιόρισε το μηχανισμό δράσης των φαρμάκων και πρότεινε νέα βιοδραστικά μόρια ως δυνατικές θεραπευτικές επιλογές. / Alzheimer’s disease dominates dementias of irreversible cause with alarming epidemiologic characteristics due to rise of human life expectancy. The use of initially otherwise purposed drugs in Alzheimer is described as drug repositioning and offers clear advantages in terms of safety, speed and cost issues in the development of a potential therapy, particularly when current treatments are limitited to symptoms’ delay and secondary comorbidities. In this study, we exploited drug repurposing tools based on gene signatures from five microarray experiments of Alzheimer’s disease. A fundamental step in constructing gene signatures is to define differential gene expression. For this purpose, we used three different methods (Limma, ChDir, mAP-KL) which we analyzed with four distinct drug repurposing tools (cMap, SPIEDw, sscMap, LINCS-L1000) and found drugs that systematically reverse the disease signature. Further processing of the results with regard to chemical structure, pathway and network analysis revealed the mode of the drugs’ actions and highlighted them as potential therapeutic choices for Alzheimer’s disease.
33

Controlling Discrete Genetic Regulatory Networks

Abul, Osman 01 January 2005 (has links) (PDF)
Genetic regulatory networks can model dynamics of cells. They also allow for studying the effect of internal or external interventions. Selectively applying interventions towards a certain objective is known as controlling network dynamics. In this thesis work, the issue of how the external interventions af fect the network is studied. The effects are determined using differential gene expression analysis. The differential gene expression problem is further studied to improve the power of the given method. Control problem for dynamic discrete regulatory networks is formulated. This also addresses the needs for various control strategies, e.g., finite horizon, infinite horizon, and various accounting of state and intervention costs. Control schemes for small to large networks are proposed and experimented. A case study is provided to show how the proposals are exploited / also given is the need for and effectiveness of various control schemes.
34

The Role of Bacterial GTPases in Chlamydial Development

Polkinghorne, Adam January 2006 (has links)
Members of the important disease causing bacterial generas, Chlamydia and Chlamydophila, are characterised by a complex developmental cycle which is comprehensively described by microscopy. The inability to use standard genetic techniques for this obligate intracellular bacterium, however, means that significant gaps in our understanding of the molecular mechanisms used to control growth and development of Chlamydia still exist. The current study investigated the function of bacterial guanosine triphosphatases (GTPases), components of the organism's limited signal transduction arsenal, in regulatory control of the chlamydial development cycle. Initial analysis of the gene transcription of chlamydial GTPases and other predicted signal transduction genes using real time RT-PCR, in a Chlamydophila pneumoniae A-03 tryptophan depletion model of persistence, revealed significant differential expression of genes in response to the addition of interferon gamma (IFN-γ). Predicted chlamydial GTPase encoding genes, ychF, yhbZ and yphC, associated with ribosome function amongst other processes were strongly up-regulated, while hflX was down-regulated in the persistent cultures. Analysis of an additional model of Cp. pneumoniae persistence, induced by limitation of host cell iron, revealed that ychF, yhbZ and yphC were also up-regulated in the persistent cultures. This study provided the most comprehensive analysis of Cp. pneumoniae gene transcription to date and suggest that chlamydial GTPases serve a role in generation of the persistent chlamydial phenotype. Cloning and expression of Cp. pneumoniae and Cp. abortus yhbZ, including demonstration of in vitro GTPase activity, indicates that this chlamydial gene encodes a member of the universally conserved and essential bacterial Obg subfamily of GTPases. Evidence is building that members of this latter family of bacterial GTPases are important regulators of bacterial growth and morphological differentiation in developmentally complex bacteria. Over-expression of chlamydial YhbZ subfamily GTPases in Escherichia coli revealed inhibition of bacterial growth and disruption of cell division and chromosome functions leading to the generation of elongated cells with limited chromosome segregation, as described for Obg subfamily members from E. coli and other bacteria. Although more analysis is required, we suggest a novel mechanism of chlamydial Obg GTPase regulation involving sensing of host cell GTP/GDP pools to control secondary differentiation of reticulate bodies (RBs) back to elementary bodies (EBs). Analysis of the chlamydial complement of bacterial GTPases was extended to HflX, a previously uncharacterised and only predicted GTPase conserved in bacteria. HflX sequence analysis revealed conservation of G motifs responsible for nucleotide binding and hydrolysis (G1, G3, G4) and protein interaction (G2), although the latter was unique to HflX subfamily GTPases. Recombinant Cp. pneumoniae HflX displays GTPase activity with nucleotide specificity for GTP. We tested Cp. pneumoniae HflX function by over-expression in E. coli which led to inhibition of growth in E. coli and elongation of cells with normal chromosome partitioning. This phenotype was the probable result of disruption of a stage in cell division subsequent to chromosome segregation. This present study provides the first evidence to show that bacterial HflX is a GTPase and suggests a regulatory role in bacterial cell cycle control.
35

Transcriptional Analysis of Chlamydial Persistence

Hogan, Richard January 2004 (has links)
Chlamydial infections have been associated with several chronic human diseases, including trachoma, pelvic inflammatory disease, chronic obstructive pulmonary disease and atherosclerotic cardiovascular disease. In Chlamydia-associated disease, the organisms are believed to exist in an atypical, persistent phase that is not well understood at the genetic level. The research presented in this thesis investigated chlamydial gene expression in in vitro cell culture models of persistence. The first set of studies analysed a continuous-infection model of persistence that has been recently developed for two C. pneumoniae isolates (TW-183 and CM-1). The spontaneous establishment and unique cyclical nature of continuous infections could be particularly relevant to in vivo events. An initial analysis using a semi-quantitative reverse transcriptase PCR (sqRT-PCR) approach provided evidence of differential gene expression in C. pneumoniae TW-183 continuous infections relative to acute control infections. Using a subsequently established fully quantitative real-time reverse transcriptase PCR (rtRT-PCR) assay, up-regulated expression profiles were confirmed for five genes (CPn0483, nlpD, ompA, pmp1 and porB) in the continuous C. pneumoniae TW-183 infections. The omcB, pmp1 and porB genes, all of which encode membrane proteins, showed similar patterns of expression over both the acute and continuous time courses tested. Gene expression data for a second C. pneumoniae isolate, CM-1, revealed similar overall expression trends to those seen for C. pneumoniae TW-183 but also supported previous observations of different growth characteristics between the two isolates in the continuous-infection model. The rtRT-PCR assay was further optimised for use in gene expression studies of the gamma interferon (IFN-γ)-mediated model of C. pneumoniae A-03 persistence, in which altered growth and morphological traits typical of chlamydial persistence have been well characterised. Meanwhile, chlamydial genes such as euo, ftsK and hctB were emerging from the literature as reliable genetic markers of persistence. Therefore, a preliminary rtRT-PCR analysis of marker gene expression was used to assess the likely extent of persistence in individual IFN-γ-treated C. pneumoniae A-03 infections from a series of experiments that had been prepared for this persistence model. In this way, an appropriate pair of duplicate experiments was selected for further studies based on strong genetic evidence of persistence in IFN-γ-treated samples at 48 h post-infection (PI) in those experiments. Using rtRT-PCR, 14 genes of interest from the related peptidoglycan, aminosugars and lipopolysaccharide (LPS) biosynthetic pathways were analysed in the validated experiments of the IFN-γ-mediated C. pneumoniae A-03 persistence model. Selective up- and down-regulated expression trends were associated with IFN-γ-treatment at 48 h PI for genes encoding products that are located at specific enzymatic points in these pathways. Most strikingly, the expression of glmU, the product of which controls the amount of an essential precursor metabolite that enters both peptidoglycan and LPS biosynthesis, was strongly and reproducibly down-regulated in the 48-h PI IFN-γ-treated samples. This expression profile may contribute to a reduced rate of peptidoglycan biosynthesis in this persistence model and may therefore be related to the inhibited cell division and RB-to-EB differentiation that characterise chlamydial persistence. While most other genes in these pathways showed unchanged expression associated with IFN-γ treatment, murA and kdsB (from peptidoglycan and LPS biosynthesis, respectively) were selectively up-regulated in the 48-h PI IFN-γ-treated samples. Taken together, these data supported the concept of a persistence stimulon in C. pneumoniae that is regulated at key points in various metabolic pathways. In addition to the analysis of biosynthetic genes, the up-regulated gene set from continuous C. pneumoniae TW-183 infections was also analysed in the validated IFN-γ-mediated C. pneumoniae A-03 persistence experiments. The data revealed similarities and differences in gene expression patterns between these two in vitro persistence models. Furthermore, the profiles obtained for genes such as pmp1 and porB provided insights into the widely predicted phenomenon of late developmental gene shut-down during chlamydial persistence. A final investigation into an analogous IFN-γ-mediated persistence system for C. trachomatis serovar L2 focussed on one up-regulated (murA) and one down-regulated (glmU) gene from the validated IFN-γ-mediated persistent C. pneumoniae A-03 data set. Both genes were significantly down-regulated in persistent C. trachomatis, adding to a growing body of evidence for key differences among chlamydial species in their persistent gene expression patterns. This project has contributed significantly to our understanding of the molecular basis of the important persistent phase of chlamydial development.
36

Bases moleculares da resposta à seca e caracterização do potencial androgenético a cultivares brasileiras de trigo

Bortolon, Liane Balvedi Poersch January 2015 (has links)
O trigo (Triticum aestivum L.) é uma importante cultura no Brasil. Poucas cultivares são recomendadas para produção do tipo sequeiro no Bioma Cerrado onde a escassez de água limita o rendimento de grãos. Aqui reportamos uma análise de transcriptoma do MGS1 Aliança (cultivar de trigo adaptada ao Cerrado) sob estresse de seca. Um grupo de 4.422 transcritos diferencialmente expressos foi encontrado em raízes e folhas. O número de transcritos reprimidos em raiz (1.102) foi menor que os transcritos induzidos (1.706), enquanto o oposto ocorreu em folhas (1,017 induzidos e 647 reprimidos). O número de transcritos comuns entre ambos órgaõs foi 1.249, enquanto 2.124 foram específicos para raíz e 1.049 específicos para folhas. Análises de RT-qPCR de 35 transcritos selecionados ao acaso revelou uma correlação de 0,78 com os dados de transcriptoma. Os transcritos diferencialmente expressos foram distribuídos por todos os cromossomos e componentes do genoma. O número de transcritos no genoma B foi maior do que nos genomas A e D. Ainda, um grande número de transcritos relacionados à seca foi mapeado nos cromossomos 3B, 5B e 2B. Quando consideramos ambos órgãos, 116 diferentes rotas metabólicas foram alteradas. Uma rota em comum, entre as três mais alteradas em ambos órgãos, foi o metabolismo do amido e da sacarose. A comparação de transcritos derivados de raiz e de folha permite a identificação de transcritos importantes relacionados à respota ao estresse de seca em cada um destes órgãos. Os dados obtidos, também, abrem caminho para o desenvolvimento de futuros marcadores e seleção de genes candidatos ligados à característica. Estes resultados são úteis para o entendimento de rotas metabólicas envolvidas na tolerância à seca em trigo. A informação gerada será usada, a mais longo prazo, para propósitos de transgenia. Para isto, a metodologia de duplo-haploides é desejável e uma primeira investigação sobre a eficiência de protocolo se mostrou necessária. Micrósporos são células gaméticas com capacidade de dar origem a uma nova planta via embriogênese in vitro. Plantas duplo-haploides geradas pela cultura de micrósporos isolados são completamente homozigotas e representam uma importante ferramenta para estudos genéticos e melhoramento de plantas O processo androgenético é desencadeado por diferentes pré-tratamentos de estresse, os quais são empregados para mudar os micrósporos da rota gametofítica para a rota esporofítica. Embora a cultura de micrósporos isolados tenha inúmeras vantagens, importantes limitações tem impedido sua apliação em larga escala. Diferenças genotípicas na resposta androgenética e na formação de plantas albinas ainda constituem desafios. Embora o albinismo seja principalmente uma característica genética, pré-tratamentos e meios de cultura apropriados podem evitar este fenômeno até certo ponto. A resposta androgenética de cinco genótipos de trigo brasileiro foi avaliada no presente estudo. Dois pré-tratamentos foram testados: frio (4°C) e ácido 2-hidroxinicotinico (100 mg/L). O frio foi melhor que o pré-tratamento químico, produzindo mais plantas verdes em quatro de cinco genótipos. Somente dois genótipos brasileiros tratados com ácido 2-hidroxinicotinico produziram plantas, e um deles apenas uma única planta albina. Nossos reultados mostram, também, que o meio semilíquido (contendo 10% de Ficoll) promoveu uma maior resposta androgenética que o meio líquido, aumentando o número de embriões e plantas regeneradas. / Wheat (Triticum aestivum L.) is an important crop cultivated in Brazil. Few cultivars are recommended for rainfed production in the Cerrado Biome where water scarcity limits grain yield. Here we report a transcriptome analysis of MGS1 Aliança (a wheat cultivar adapted to the Cerrado) under drought stress. A set of 4,422 differentially expressed transcripts was found in roots and leaves. The number of down-regulated transcripts in roots (1,102) was lower than the up-regulated transcripts (1,706), while the opposite occurred in leaves (1,017 induced and 647 repressed). The number of common transcripts between the two tissues was 1,249, while 2,124 were specific to roots and 1,049 specific to leaves. Quantitative RT-PCR analysis of 35 randomly selected transcripts revealed a 0.78 correlation with the transcriptome data. The differentially expressed transcripts were distributed across all chromosomes and component genomes. The number of transcripts on the B genome was greater than on the A and D genomes. Additionally, a greater number of drought related transcripts was mapped on chromosomes 3B, 5B and 5D. When considering both tissues, 116 different metabolic pathways were changed. One common pathway, among the top three changed pathways in both tissues, was starch and sucrose metabolism. The comparison of root- and leaf-derived transcripts allows the identification of important transcripts related to water stress response in each of these tissues. It also paves the way for future marker development and selection of candidate genes linked to that trait. These results are useful for understanding the metabolic pathways involved in wheat drought response. The information generated will be used for transgenic wheat purposes. For this the doubled-haploid method is desirable and an investigation about the protocol eficiency is needed. Microspores are gametic cells with capacity to give rise to a new plant via in vitro embryogenesis. Doubled haploid plants generated by isolated microspore culture are completely homozygous and represent an important tool for plant genetics and breeding research. This process is triggered by different stress pretreatments, which are employed to switch microspores from gametophytic to a sporophytic pathway. Although isolated microspore culture has innumerous advantages, important limitations have prevented its application on a large scale. Genotypic differences in androgenic response and the formation of albino plants remain great challenges. Although albinism is a major genetic characteristic, appropriated pretreatments and culture medium can avoid this phenomenon to some extent. The androgenic response of five Brazilian wheat genotypes was evaluated in the present study. Two pretreatments were tested: cold (4°C) and 2-hydroxynicotinic acid (100 mg/L). Cold was better than chemical pretreatment, producing more green plants in four out of five genotypes. Only two Brazilian genotypes treated with 2-hydroxynicotinic acid produced plants, and one of them produced a single albino plant. Our results also show that semi-liquid medium (containing 10% Ficoll) promoted a higher androgenic response than did liquid medium, increasing the number of embryos and regenerated plants.
37

Comparação de transcriptomas por sequenciamento de próxima geração em tecidos de cabeça de duas espécies de moscas-das-frutas, Anastrepha fratercules e Anastrepha obliqua

Rezende, Victor Borges 28 February 2014 (has links)
Submitted by Alison Vanceto (alison-vanceto@hotmail.com) on 2016-10-04T12:02:05Z No. of bitstreams: 1 DissVBR.pdf: 1898665 bytes, checksum: 77cd0f5baccb8a694beb9e7f230bab15 (MD5) / Approved for entry into archive by Ronildo Prado (ronisp@ufscar.br) on 2016-10-04T17:30:10Z (GMT) No. of bitstreams: 1 DissVBR.pdf: 1898665 bytes, checksum: 77cd0f5baccb8a694beb9e7f230bab15 (MD5) / Approved for entry into archive by Ronildo Prado (ronisp@ufscar.br) on 2016-10-04T17:30:20Z (GMT) No. of bitstreams: 1 DissVBR.pdf: 1898665 bytes, checksum: 77cd0f5baccb8a694beb9e7f230bab15 (MD5) / Made available in DSpace on 2016-10-04T17:47:42Z (GMT). No. of bitstreams: 1 DissVBR.pdf: 1898665 bytes, checksum: 77cd0f5baccb8a694beb9e7f230bab15 (MD5) Previous issue date: 2014-02-28 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) / We studied patterns of gene expression in two closely related species of fruit flies of the genus Anastrepha (Diptera: Tephritidea), A. fraterculus and A. obliqua, with the goal of finding candidate genes related to the recent differentiation process between these species. In order to do this, we used the Next-generation sequencing (NGS) with RNA-Seq methodology in head tissues of the two species of flies at different stages of the reproductive life for both sexes. After processing and removal of low quality reads we retained over 140 million paired-end reads. These sequences were assembled into individual transcriptomes for each species and a pooled transcriptome, with 154,787 contigs, representing both species. Based on the results of the assemblies, annotation and mapping we prepared two separate manuscripts, one describing the libraries for each species and a combined analysis and a second that investigate the contigs involved with species differences and their patterns of expression. These data reveal 1991 genes with differential expression in at least one comparison among different reproductive stages. It is noteworthy that we observed twice as many genes with differential expression when contrasting males than with females. Several of these genes were associated to odour, such as Odorant Binding proteins and visgum, suggesting that behavioral changes in food sources, mating choice, or breeding and oviposition sites might be involved with species differences.We also identified two large sets of genes that are differentially expressed between the species, one being underexpressed in A. obliqua and overexpressed in A. fraterculus and the other that had a reverse pattern. We used a differentiation index of SNPs per contig () and pairwise tests of positive selection between the sequences, and analysis of the substitution amino acid type caused by SNPs to identify 7 genes there are candidates to be related to the speciation process between A. fraterculus and A. obliqua. / Investigamos os padrões de expressão gênica em tecidos cefálicos de duas espécies de moscas-das- frutas do gênero Anastrepha (Diptera: Tephritidea), A. fraterculus e A. obliqua, proximamente relacionadas, identificando SNPs com alto grau de diferenciação entre as espécies e realizando análises evolutivas com o objetivo de encontrar genes candidatos relacionados ao recente processo de separação dessas espécies. Para isso, utilizamos as novas tecnologias de sequenciamento em larga escala (NGS) com a metodologia de RNA-Seq em tecidos cefálicos das duas espécies de moscas em diferentes fases da vida reprodutiva dos dois sexos. Após processamento e retirada das sequências com baixa qualidade utilizamos mais de 140 milhões de sequências paired-end para montarmos um transcriptoma conjunto das espécies, com mais de 154 mil contigs, e outros dois separados por espécie. Estes resultados estão apresentados em dois manuscritos distintos, um primeiro que descreve as bibliotecas produzidas para as diferentes espécies e um segundo que investiga padrões de expressão e genes envolvidos na diferenciação das espécies. Estes dados revelaram 1991 genes com expressão diferencial em pelo menos uma comparação de fase de vida reprodutiva entre as espécies, sendo que encontramos duas vezes mais genes com diferença na expressão entre as espécies em machos do que em fêmeas. Diversos destes genes foram associados a genes relacionados ao olfato, como a família gênica das Obps (odorant-binding protein) e o gene visgun, o que pode indicar uma mudança comportamental na preferência por alimento, parceiros ou sítios para cópula e oviposição. Encontramos também dois conjuntos de genes que são diferencialmente expressos entre as espécies, sendo um conjunto super-expresso em A. obliqua e sub-expresso em A. fraterculus e outro conjunto com um padrão revertido. Análises de padrão de seleção nestes genes sugerem sete que apresentam indícios de seleção positiva e ao menos um SNP com altos índices de diferenciação entre as espécies.
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Bases moleculares da resposta à seca e caracterização do potencial androgenético a cultivares brasileiras de trigo

Bortolon, Liane Balvedi Poersch January 2015 (has links)
O trigo (Triticum aestivum L.) é uma importante cultura no Brasil. Poucas cultivares são recomendadas para produção do tipo sequeiro no Bioma Cerrado onde a escassez de água limita o rendimento de grãos. Aqui reportamos uma análise de transcriptoma do MGS1 Aliança (cultivar de trigo adaptada ao Cerrado) sob estresse de seca. Um grupo de 4.422 transcritos diferencialmente expressos foi encontrado em raízes e folhas. O número de transcritos reprimidos em raiz (1.102) foi menor que os transcritos induzidos (1.706), enquanto o oposto ocorreu em folhas (1,017 induzidos e 647 reprimidos). O número de transcritos comuns entre ambos órgaõs foi 1.249, enquanto 2.124 foram específicos para raíz e 1.049 específicos para folhas. Análises de RT-qPCR de 35 transcritos selecionados ao acaso revelou uma correlação de 0,78 com os dados de transcriptoma. Os transcritos diferencialmente expressos foram distribuídos por todos os cromossomos e componentes do genoma. O número de transcritos no genoma B foi maior do que nos genomas A e D. Ainda, um grande número de transcritos relacionados à seca foi mapeado nos cromossomos 3B, 5B e 2B. Quando consideramos ambos órgãos, 116 diferentes rotas metabólicas foram alteradas. Uma rota em comum, entre as três mais alteradas em ambos órgãos, foi o metabolismo do amido e da sacarose. A comparação de transcritos derivados de raiz e de folha permite a identificação de transcritos importantes relacionados à respota ao estresse de seca em cada um destes órgãos. Os dados obtidos, também, abrem caminho para o desenvolvimento de futuros marcadores e seleção de genes candidatos ligados à característica. Estes resultados são úteis para o entendimento de rotas metabólicas envolvidas na tolerância à seca em trigo. A informação gerada será usada, a mais longo prazo, para propósitos de transgenia. Para isto, a metodologia de duplo-haploides é desejável e uma primeira investigação sobre a eficiência de protocolo se mostrou necessária. Micrósporos são células gaméticas com capacidade de dar origem a uma nova planta via embriogênese in vitro. Plantas duplo-haploides geradas pela cultura de micrósporos isolados são completamente homozigotas e representam uma importante ferramenta para estudos genéticos e melhoramento de plantas O processo androgenético é desencadeado por diferentes pré-tratamentos de estresse, os quais são empregados para mudar os micrósporos da rota gametofítica para a rota esporofítica. Embora a cultura de micrósporos isolados tenha inúmeras vantagens, importantes limitações tem impedido sua apliação em larga escala. Diferenças genotípicas na resposta androgenética e na formação de plantas albinas ainda constituem desafios. Embora o albinismo seja principalmente uma característica genética, pré-tratamentos e meios de cultura apropriados podem evitar este fenômeno até certo ponto. A resposta androgenética de cinco genótipos de trigo brasileiro foi avaliada no presente estudo. Dois pré-tratamentos foram testados: frio (4°C) e ácido 2-hidroxinicotinico (100 mg/L). O frio foi melhor que o pré-tratamento químico, produzindo mais plantas verdes em quatro de cinco genótipos. Somente dois genótipos brasileiros tratados com ácido 2-hidroxinicotinico produziram plantas, e um deles apenas uma única planta albina. Nossos reultados mostram, também, que o meio semilíquido (contendo 10% de Ficoll) promoveu uma maior resposta androgenética que o meio líquido, aumentando o número de embriões e plantas regeneradas. / Wheat (Triticum aestivum L.) is an important crop cultivated in Brazil. Few cultivars are recommended for rainfed production in the Cerrado Biome where water scarcity limits grain yield. Here we report a transcriptome analysis of MGS1 Aliança (a wheat cultivar adapted to the Cerrado) under drought stress. A set of 4,422 differentially expressed transcripts was found in roots and leaves. The number of down-regulated transcripts in roots (1,102) was lower than the up-regulated transcripts (1,706), while the opposite occurred in leaves (1,017 induced and 647 repressed). The number of common transcripts between the two tissues was 1,249, while 2,124 were specific to roots and 1,049 specific to leaves. Quantitative RT-PCR analysis of 35 randomly selected transcripts revealed a 0.78 correlation with the transcriptome data. The differentially expressed transcripts were distributed across all chromosomes and component genomes. The number of transcripts on the B genome was greater than on the A and D genomes. Additionally, a greater number of drought related transcripts was mapped on chromosomes 3B, 5B and 5D. When considering both tissues, 116 different metabolic pathways were changed. One common pathway, among the top three changed pathways in both tissues, was starch and sucrose metabolism. The comparison of root- and leaf-derived transcripts allows the identification of important transcripts related to water stress response in each of these tissues. It also paves the way for future marker development and selection of candidate genes linked to that trait. These results are useful for understanding the metabolic pathways involved in wheat drought response. The information generated will be used for transgenic wheat purposes. For this the doubled-haploid method is desirable and an investigation about the protocol eficiency is needed. Microspores are gametic cells with capacity to give rise to a new plant via in vitro embryogenesis. Doubled haploid plants generated by isolated microspore culture are completely homozygous and represent an important tool for plant genetics and breeding research. This process is triggered by different stress pretreatments, which are employed to switch microspores from gametophytic to a sporophytic pathway. Although isolated microspore culture has innumerous advantages, important limitations have prevented its application on a large scale. Genotypic differences in androgenic response and the formation of albino plants remain great challenges. Although albinism is a major genetic characteristic, appropriated pretreatments and culture medium can avoid this phenomenon to some extent. The androgenic response of five Brazilian wheat genotypes was evaluated in the present study. Two pretreatments were tested: cold (4°C) and 2-hydroxynicotinic acid (100 mg/L). Cold was better than chemical pretreatment, producing more green plants in four out of five genotypes. Only two Brazilian genotypes treated with 2-hydroxynicotinic acid produced plants, and one of them produced a single albino plant. Our results also show that semi-liquid medium (containing 10% Ficoll) promoted a higher androgenic response than did liquid medium, increasing the number of embryos and regenerated plants.
39

Analise da expressão diferencial de genes de citros em resposta a infecção por Xanthomonas axonopodis pv. citri / Differential gene expression of citrus in response to infection by Xanthomonas axonopodis pv. citri

Camillo, Luciana Rodrigues 13 July 2006 (has links)
Orientador: Celso Eduardo Benedetti / Dissertação (mestrado) - Universidade Estadual de Campinas, Instituto de Biologia / Made available in DSpace on 2018-08-07T07:02:38Z (GMT). No. of bitstreams: 1 Camillo_LucianaRodrigues_M.pdf: 5919875 bytes, checksum: 5cf571ac0a143a68d6340c3ad3c97f49 (MD5) Previous issue date: 2006 / Resumo: A doença cancro cítrico, causada pela bactéria Xanthomonas axonopodis pv. citri (Xac), emergiu como uma das principais ameaças à citricultura brasileira pois afeta todas as variedades comerciais de citros, diminuindo a produção e qualidade dos frutos e podendo se dispersar rapidamente em áreas de cultivo de citros. Entre os gêneros de Xanthomonas, foram encontrados muitos genes associados com patogenicidade e virulência, entretanto, pouco se conhece sobre os mecanismos envolvidos nas interações entre Xac e laranjeira e os genes envolvidos no desenvolvimento dos sintomas do cancro cítrico em folhas de citros (Citrus sinensis) em resposta à infecção por Xac. Neste trabalho, foi analizada a expressão diferencial de genes envolvidos no desenvolvimento do cancro cítrico em folhas de laranja, em resposta à infecção por Xac. Para tanto foram construídas duas bibliotecas de Hibridização Subtrativa Suprimida (SSH) com mRNAs de folhas infiltradas com Xac ou H20 após 10 dias de inoculação. O "screnning" das bibliotecas foi feito por dot blot e 17 genes diferencialmente expressos foram sequenciados e identificados por homologia no banco de dados ncbi-BLAST contra o banco de dados de EST de citros. A expressão gênica diferencial foi analizada por Northern Blot e PCR em tempo real (qPCR). Para complementar nossos dados, a expressão dos 17 genes diferenciais foi aI).alisada a partir de cDNAs de folhas de citros que foram infiltradas com Xac, H20 ou Xanthomonas axonopodis pv. aurantifolii (Xaa), que não é patogênica à laranja, mas causa cancro no limão galego. Nossos resultados demonstraram que Xac e Xaa induzem e reprimem o mesmo grupo de genes, porém em diferentes níveis. Nós identificamos que ambos patóg;enos alteram as vias de transdução de sinal de auxina, tráfico e fusão de vesículas, resposta de defesa e doença, síntese de proteínas e ciclo celular, metabolismo de carbono-nitrogênio e metabolismo secundário. A análise desses genes poderá ser de grande importância para o entendimento dos eventos que levam ao desenvolvimento dos sintomas do cancro / Abstract: The citrus canker disease, caused by Xanthomonas axonopodis pv. citri (Xac), has emerged as one of the major threats to the Brazilian citriculture because it affects all commercial citrus varieties, decreases the production and quality of the fruits and can spread rapidly in the citrus growing areas. The symptoms include canker lesions, leading to abscission of fruits and leaves and general tree decline. Within the genus Xanthomonas, several genes have been found associated with pathogenicity and virulence. However, little is known about the mechanisms involved in the Xac- citrus interaction and the development of the canker disease. In this work we analyzed the differential expression of genes involved in the development of the canker disease in sweet orange (Citrus sinensis) leaves in response to Xac infection. Therefore we constructed two Supression Subtracted Hybridization (SSH) libraries with mRNA from leaves infiltrated with Xac or water after 10 days of inoculation. The libraries were screnned by dot blot and the 17 differentially expressed genes were sequenced and identified through BLAST searches against the Citrus EST and protein databases. The differential gene expression was evaluated by Northem blot and Real Time PCR (qPCR). To complement our analysis, the expression of 17 genes was compared in cDNA samples from citrus leaves that had been infilt:r:ated with Xac, water or X axonopodis pv. aurantifolii (Xaa), wich is not pathogenic to orange but causes canker in key lime. Our results show that Xac and Xaa induce and repress a similar set of genes, however at different leveis. We found that both pathogens altered the pathways of auxin transport and signaling, vesicle trafficking and transport, cell cycle and protein synthesis, photorespiration and disease response. Further analysis of these genes will be of great importance to understand the events triggering the development of the canker symptoms / Mestrado / Genetica de Microorganismos / Mestre em Genética e Biologia Molecular
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Análise do transcriptoma de arroz de terras altas (Oryza sativa L.) cultivado sob condição de seca

Silveira, Ricardo Diógenes Dias 31 March 2014 (has links)
Submitted by Luanna Matias (lua_matias@yahoo.com.br) on 2015-05-19T14:10:27Z No. of bitstreams: 2 Tese - Ricardo Diogenes Dias Silveira - 2014.pdf: 2417341 bytes, checksum: dd7932e4849f3c8cf7a4ff97d173eb77 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) / Approved for entry into archive by Luanna Matias (lua_matias@yahoo.com.br) on 2015-05-19T14:28:03Z (GMT) No. of bitstreams: 2 Tese - Ricardo Diogenes Dias Silveira - 2014.pdf: 2417341 bytes, checksum: dd7932e4849f3c8cf7a4ff97d173eb77 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) / Made available in DSpace on 2015-05-19T14:28:03Z (GMT). No. of bitstreams: 2 Tese - Ricardo Diogenes Dias Silveira - 2014.pdf: 2417341 bytes, checksum: dd7932e4849f3c8cf7a4ff97d173eb77 (MD5) license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) Previous issue date: 2014-03-31 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES / The upland rice is sensitive to drought especially during the reproductive phase, when even moderate stress can result in drastic reduction in yield. Upon the occurrence of the drought a variety of genes is induced in plants, triggering a complex network of responses that extends from the perception and recognition of sign of stress, through activation of adaptive response genes. The objective of this thesis was to study the transcriptome of two Brazilian cultivars of upland rice (Douradão and Primavera) contrasting in relation to drought tolerance, and subjected to two experiments under water deficit in two consecutive years. In the first year, corresponding to Article 1, the transcripts from leaf samples were sequenced by RNA-seq, and in the second year, corresponding to Article 2, the transcripts from leaf and root samples were sequenced, for both cultivars, under normal and limited irrigation during the reproductive phase. In Article 1, the sequencing showed in Douradão 27,618 transcripts, from which 24,090 (87.2 %) showed homology to rice genes and 27,221 transcripts in Primavera, from which 23,663 (86.9 %) showed homology to rice genes. Douradão had 493 diferentially expressed genes (DEGs) and Primavera 1,154 DGEs. In Article 2 it were identified 44,978 and 37,898 transcripts in leaf and root tissues, respectively. Douradão showed 3,554 and 840 diferentially expressed genes (DEGs), in leaf and root tissues, respectively, while Primavera showed 1,141 and 1,975 DEGs on those tissues, respectively.It were identified genes from different metabolic routes related to distinct drought tolerance mechanisms in leaf and root tissues, such as cell signaling -related genes, transcription factors, functional protective proteins and cell cellular detoxification enzymes. A set of expressed genes from both tissues were validated by RT–qPCR and most of them were similar to the results of RNA-seq results. The rice transcripts not annotated were submitted to an orthology analysis in relation to the Arabidopsis thaliana databank, which revealed one gene related to the root cell growth Douradão. The 16 genes validated by RT-qPCR will be used as molecular markers for marker assisted selection in the upland rice breeding program and are candidate genes for use in transformation of rice cultivars susceptible to drought. / O arroz de terras altas é sensível à seca principalmente durante a fase reprodutiva, quando até mesmo o estresse moderado pode resultar na redução drástica de produtividade. Diante da seca uma variedade de genes é induzida nas plantas, desencadeando uma complexa rede de respostas que se estende desde a percepção e reconhecimento do sinal de estresse até a ativação de genes de resposta adaptativa. O objetivo desta tese foi estudar o transcriptoma de duas cultivares brasileiras de arroz de terras altas (Douradão e Primavera), constrastantes em relação à tolerância à seca, e submetidas a dois experimentos sob déficit hídrico em dois anos consecutivos. No primeiro ano, correspondente ao Artigo 1, foram sequenciados os transcritos provenientes de amostras de folhas, e no segundo ano, correspondente ao Artigo 2, foram sequenciados os transcritos provenientes de amostras de folhas e raízes, para as duas cultivares, sob condições normais e restritas de irrigação durante a fase reprodutiva das plantas. No Artigo 1, o sequenciamento revelou 27.618 transcritos em Douradão, com 24.090 (87,2%) de homologia à genes de arroz e 27.221 transcritos na cultivar Primavera, dos quais 23.663 (86,9%) apresentaram homologia aos genes de arroz. Douradão apresentou 493 genes diferencialmente expressos (GDEs) e Primavera 1.154 GDEs. No Artigo 2 foram identificados 44.978 transcritos do tecido foliar e 37.898 transcritos do tecido radicular, considerando o número total de transcritos de ambas as cultivares. Douradão apresentou 3.554 e 840 GDEs, respectivamente, no tecido foliar e radicular, enquanto que Primavera apresentou, 1.141 e 1.975 GDEs. Foram identificados vários genes atuantes em rotas metabólicas envolvidas em diferentes mecanismos de tolerância a seca nos tecidos foliar e radicular, como por exemplo, genes relacionados à sinalização celular, fatores de transcrição, proteínas protetoras funcionais da célula e enzimas de detoxificação celular. Um conjunto de genes expressos em ambos os tecidos foram validados via RT-qPCR e a maioria deles tiveram resultados similares aos resultados de RNA-seq. Foi realizada uma análise de ortologia envolvendo os transcritos não anotados em arroz contra o banco de dados de Arabidopsis thaliana, a qual revelou um gene relacionado ao crescimento celular de raízes na cultivar Douradão. Os 16 genes validados via RT-qPCR relacionados a tolerância à seca serão utilizados como marcadores moleculares em seleção assistida no programa de melhoramento de arroz de terras altas e são genes candidatos a serem utilizados na transformação de genótipos sensíveis à seca.

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