High-throughput sequencing is a powerful tool to study diverse aspects of biology and applies to genome, transcriptome, and small RNA profiling. Ever increasing sequencing throughput and more specialized sequencing assays demand more sophisticated bioinformatics approaches. In this thesis, I present 4 studies for which I developed computational methods to handle high-throughput sequencing data to gain insights into biology. The first study describes the genome of High Five (Hi5) cells, originally derived from Trichoplusia ni eggs. The chromosome-level assembly (scaffold N50 = 14.2 Mb) contains 14,037 predicted protein-coding genes. Examination and curation of multiple gene families, pathways, and small RNA-producing loci reveal species- and order-specific features. The availability of the genome sequence, together with genome editing and single-cell cloning protocols, enables Hi5 cells as a new tool for studying small RNAs. The second study focuses on just one type of piRNAs that are produced at the pachytene stage of mammalian spermatogenesis. Despite their abundance, pachytene piRNAs are poorly understood. I find that pachytene piRNAs cleave transcripts of protein-coding genes and further target transcripts from other pachytene piRNA loci. Subsequently, systematic investigation of piRNA targeting by integrating different types of sequencing data uncovers the piRNA targeting rule. The third study describes computational procedures to map splicing branchpoints using high-throughput sequencing data. Screening >1.2 trillion RNA-seq reads determines >140,000 BPs for both human and mouse. Such branchpoints are compiled into BPDB (BranchPoint DataBase) to provide a comprehensive branchpoint catalog. The final study combines novel experimental and computational procedures to handle PCR duplicates that are prevalent in high-throughput sequencing data. Incorporation of unique molecular identifiers (UMIs) to tag each read enables unambiguous identification of PCR duplicates. Both simulated and experimental datasets demonstrate that UMI incorporation increases the reproducibility of RNA-seq and small RNA-seq. Surveying 7 common variables in high-throughput sequencing reveals that the amount of starting material and sequencing depth, but not the number of PCR cycles, determine the PCR duplicate frequency. Finally, I show that removing PCR duplicates without UMIs leads to substantial bias into data analysis. / 2020-12-11T00:00:00Z

Submitted by (edna.saturno@ufrpe.br) on 2016-11-23T13:41:55Z No. of bitstreams: 1 Andre Malacarne Milanez.pdf: 1324658 bytes, checksum: adee6c780c08c674412b2e646d09b54f (MD5) / Made available in DSpace on 2016-11-23T13:41:55Z (GMT). No. of bitstreams: 1 Andre Malacarne Milanez.pdf: 1324658 bytes, checksum: adee6c780c08c674412b2e646d09b54f (MD5) Previous issue date: 2009-02-02 / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES / Trichoplusia ni (Hübner) (Lep.: Noctuidae) is a pest of great importance in horticulture, because of the use of wide range of hosts. The control of this pest is basically done with chemical insecticides. The use of egg parasitoids of the genus Trichogramma is an alternative for biological control of lepidopteran-pest. However, for the efficiency of these parasitoids are needed studies regarding selection of species and/or strains considering the environment and hosts. Thus, the performance of two strains of Trichogramma exiguum Pinto & Platner, six strains of Trichogramma pretiosum Riley, Trichogramma atopovirilia Oatman & Platner, Trichogramma acacioi Brun, Moraes & Soares, Trichogramma marandobai Brun, Moraes & Soares and Trichogramma demoraesi Nagaraja (Hym.: Trichogrammatidae) parasitizing eggs of T. ni were studied. The biological parameters evaluated were: percentage of parasitism and viability, sex ratio and number of individuals emerging per egg of the host. T. pretiosum strain (Tpsd) obtained the best performance in the parameters of the percentage of parasitism and viability. Based on these results, the influence of the host densities and age of the host was investigated for T.pretiosum strain (Tspd) at 20, 25 and 30 ºC. The proportion of eggs of T. ni offered, at the threetemperatures, influence number of eggs parasitized, percentage of parasitism and individuals emerged per egg. In addition, the best ratio of host egg per Trichogramma, regardless of temperature studied, was 15:1. Eggs up to 24 hours in any temperature allowed the best performance in the biological parameters measured, except in the number of individuals per egg. Thus, T. pretiosum exhibited better performance parasitizing eggs up to 24 hours of age and with host ratio of 15 eggs per female. / Trichoplusia ni (Hübner) (Lep.: Noctuidae) é uma praga de grande importância na olericultura, e seu controle é feito basicamente com produtos químicos. A utilização de parasitóides de ovos do gênero Trichogramma é uma alternativa no controle biológico de lepidópteros-praga. No entanto, para que haja eficiência no uso destes parasitóides são necessários à realização de estudos básicos visando à seleção de espécies e/ou linhagens em relação ao ambiente e seus hospedeiros. Desta forma, comparou-se o desempenho de duas linhagens de Trichogramma exiguum Pinto & Platner, seis linhagens de Trichogramma pretiosum Riley, Trichogramma atopovirilia Oatman & Platner, Trichogramma acacioi Brun, Moraes & Soares, Trichogramma marandobai Brun, Moraes & Soares e Trichogramma demoraesi Nagaraja (Hym.: Trichogrammatidae) parasitando ovos de T. ni. Os parâmetros biológicos avaliados foram: porcentagem de parasitismo e viabilidade; razão sexual e número de indivíduos por ovo. T. pretiosum linhagem (Tpsd) obteve o melhor desempenho nos parâmetros de porcentagem de parasitismo e viabilidade. Com base nesses resultados, estudos visando esclarecer a influência do número e idade dos ovos da praga sobre os parâmetros biológicos de T. pretiosum linhagem(Tspd) nas temperaturas de 20, 25 e 30 ºC foram realizados. A proporção de ovos de T. ni, nas três temperaturas, influênciou o número de ovos parasitados, a porcentagem de parasitismo e o número de individuo por ovos, sendo que a relação ideal de ovos da praga por Trichogramma, independente da temperatura estudada, é de 15:1. Ovos com até 24 horas, em qualquer temperatura, proporcionam os melhores desempenhos nos parâmetros biológicos avaliados. Desta forma, T. pretiosum tem melhor desempenho em ovos com até 24 horas de desenvolvimento embrionário e que esteje em proporção próximos a 15 ovos por fêmea.

No description available.

<p>The aim of this study was to increase the understanding of the mechanisms regulating cell proliferation and recombinant protein production in serum-free cultures of Trichoplusia ni (T. ni) insect cells.</p><p>Conditioned medium (CM) was shown to contain both stimulatory and inhibitory factors (CM factors) influencing cell growth. Metalloproteinase (MP) activity was the major factor responsible for the growth stimulating effect of CM as shown by using the specific MP inhibitor DL-thiorphan. MPs may exist in several different molecular mass forms due to autoproteolysis. Although the main band of the MP was determined to be around 48 kDa, precursor forms above 48 kDa as well as autocatalytic degradation products below the main band could be observed. It is not clear whether all forms of the MP or just the main band is involved in the growth regulation. Further, a proteinase inhibitor could be identified in the inhibitory fraction. Thus, we speculate that the proteinase inhibitor may be part of an autocrine system regulating cell proliferation.</p><p>Analysis of the cell cycle phase distribution revealed a high proportion of cells in the G1 (80-90 %) and a low proportion of cells in the S and G2/M phases (10-20 %) during the whole culture, indicating that S and G2/M are short relative to G1. After inoculation, a drastic decrease in the S phase population together with a simultaneous increase of cells in G1 and G2/M could be observed as a lagphase on the growth curve and this may be interpreted as a temporary replication stop. When the cells were released from the initial arrest, the S phase population gradually increased again. This was initiated earlier in CM-supplemented cultures, and agrees with the earlier increase in cell concentration. Thus, these data suggests a correlation between CM factors and the cell cycle dynamics.</p><p>In cultures supplied with CM, a clear positive effect on specific productivity was observed, with a 30 % increase in per cell productivity. The specific productivity was also maintained at a high level much longer time than in fresh-medium cultures. The positive effect observed after 20 h coincided with the time a stimulatory effect on cell growth first was seen. Thus, the productivity may be determined by the proliferation potential of the culture. A consequence of this would be that the secreted MP indirectly affects productivity.</p><p>Finally, the yeast extract from Express Five SFM contains factors up to 35 kDa which are essential for T. ni cell growth. The optimal concentration was determined to be 2.5-fold that in normal medium, while higher concentrations were inhibitory. However although vital, they were not solely responsible for the growth-enhancing effect, as some other, more general, component present in yeast extract was needed for proliferation as well.</p>

<p>The aim of this work has been to characterize the effects of conditioned medium (CM) on insect cell productivity and physiology in order to get a better understanding about the mechanisms that regulate productivity in serum-free media. Two cell lines have been investigated, Spodoptera frugiperda (Sf9) and Trichoplusia ni (T. ni, BTI-Tn-5B1-4). The baculovirus expression vector system (BEVS) was used for protein expression, using the ligand-binding domain of the human glucocorticoid receptor as a model protein. Addition of CM at inoculation led to a shorter lag phase and that the cells reached the maximum cell density faster than cells in fresh medium for both Sf9 and T. ni cells. Sf9 cells passed a switch in growth kinetics after 30-40 passages. At this point, CM lost its stimulating effect on proliferation. CM also affected the cell size and cell cycle progression. Sf9 and T. ni cells became smaller when CM was added at inoculation because they had a minor arrest in the cell cycle after inoculation and therefore started to divide earlier than cells in fresh medium. For Sf9 cells, this was illustrated by a smaller arrest in G2/M in the beginning of culture and the cells were consequently less synchronized. For T. ni cells, the initial decrease in the S phase population was followed by an earlier increase of the S phase population for the cells with CM than for the cells in fresh medium.</p><p>Addition of 20 % CM or CM filtrated with a 10 kDa cut-off filter to Sf9 cultures had a negative effect on the specific productivity. However, addition of CM to Sf9 cells that had passed the switch in growth kinetics had no negative effect on productivity. This indicates that CM not affects the protein production per se, but rather through its effects on cell physiology. Instead, the degree of cells synchronized in G2/M is important for high productivity and the gradually decreasing degree of synchronization during the course of a culture might be the explanation behind the cell density dependent decrease in productivity for Sf9 cells. This was further supported by the positive effects on productivity achieved by synchronizing Sf9 cells in G2/M by yeastolate limitation, which counteracted the cell density-dependent drop in productivity and hence a higher volumetric yield was achieved. Addition of 20 % CM to T. ni cultures had a positive effect on productivity. The specific productivity was maintained at a high level longer than for cells in 100 % fresh medium. The product concentration was 34 % higher and the maximum product concentration was obtained 24 hours earlier for the cells with the addition of CM. These results show that the effects of CM on productivity are not the same for the two cell lines and that the mechanism regulating productivity are quite complex.</p>

Le but de cette thèse fut d’étudier l’influence de l’environnement sur l’évolution des génomes de baculovirus. Nous avons d’abord caractérisé génétiquement la population naturelle d’AcMNPV par séquençage haut-débit et établi par des bioessais la sensibilité de 4 espèces hôtes au virus. Ensuite, une évolution expérimentale de 10 cycles fut mise en place sur les 4 espèces hôtes, à partir d’une population naturelle d’AcMNPV. Elle nous a permis de caractériser phénotypiquement et génotypiquement les lignées de 10ème génération. Cette expérience nous a montré des trade-off de virulence pour chaque lignée : pour augmenter leur virulence pour l’hôte sur lequel elles ont évolué, les lignées ont perdu en potentiel adaptatif généraliste. De plus, la diversité intra-populationnelle a diminué pour toutes les lignées en fonction de la sensibilité des hôtes. Enfin, en corrélant tous ces résultats nous avons mis en évidence des positions spécifiques du génome, impliquées dans l’adaptation à l’hôte. / The purpose of this thesis was to study the influence of the environment on the evolution of baculovirus genomes. We first genetically characterised the AcMNPV natural population by high-throughput sequencing and established the susceptibility of 4 hosts to the virus by bioassays. Then, the AcMNPV natural population was subjected to experimental evolution on the 4 host species for 10 cycles. The 10th generation of the evolved viral lines were then phenotypically and genotypically characterised. This experiment showed a virulence trade-off for each line: to increase their virulence to the host on which they evolved, the lines have lost generalist adaptive potential. Furthermore, intra-population diversity decreased for all the lines regardless of host susceptibility. Lastly, by correlating all these results we found specific genome positions involved in host adaptation.

The aim of this study was to increase the understanding of the mechanisms regulating cell proliferation and recombinant protein production in serum-free cultures of Trichoplusia ni (T. ni) insect cells. Conditioned medium (CM) was shown to contain both stimulatory and inhibitory factors (CM factors) influencing cell growth. Metalloproteinase (MP) activity was the major factor responsible for the growth stimulating effect of CM as shown by using the specific MP inhibitor DL-thiorphan. MPs may exist in several different molecular mass forms due to autoproteolysis. Although the main band of the MP was determined to be around 48 kDa, precursor forms above 48 kDa as well as autocatalytic degradation products below the main band could be observed. It is not clear whether all forms of the MP or just the main band is involved in the growth regulation. Further, a proteinase inhibitor could be identified in the inhibitory fraction. Thus, we speculate that the proteinase inhibitor may be part of an autocrine system regulating cell proliferation. Analysis of the cell cycle phase distribution revealed a high proportion of cells in the G1 (80-90 %) and a low proportion of cells in the S and G2/M phases (10-20 %) during the whole culture, indicating that S and G2/M are short relative to G1. After inoculation, a drastic decrease in the S phase population together with a simultaneous increase of cells in G1 and G2/M could be observed as a lagphase on the growth curve and this may be interpreted as a temporary replication stop. When the cells were released from the initial arrest, the S phase population gradually increased again. This was initiated earlier in CM-supplemented cultures, and agrees with the earlier increase in cell concentration. Thus, these data suggests a correlation between CM factors and the cell cycle dynamics. In cultures supplied with CM, a clear positive effect on specific productivity was observed, with a 30 % increase in per cell productivity. The specific productivity was also maintained at a high level much longer time than in fresh-medium cultures. The positive effect observed after 20 h coincided with the time a stimulatory effect on cell growth first was seen. Thus, the productivity may be determined by the proliferation potential of the culture. A consequence of this would be that the secreted MP indirectly affects productivity. Finally, the yeast extract from Express Five SFM contains factors up to 35 kDa which are essential for T. ni cell growth. The optimal concentration was determined to be 2.5-fold that in normal medium, while higher concentrations were inhibitory. However although vital, they were not solely responsible for the growth-enhancing effect, as some other, more general, component present in yeast extract was needed for proliferation as well. / <p>QC 20101129</p>

The aim of this work has been to characterize the effects of conditioned medium (CM) on insect cell productivity and physiology in order to get a better understanding about the mechanisms that regulate productivity in serum-free media. Two cell lines have been investigated, Spodoptera frugiperda (Sf9) and Trichoplusia ni (T. ni, BTI-Tn-5B1-4). The baculovirus expression vector system (BEVS) was used for protein expression, using the ligand-binding domain of the human glucocorticoid receptor as a model protein. Addition of CM at inoculation led to a shorter lag phase and that the cells reached the maximum cell density faster than cells in fresh medium for both Sf9 and T. ni cells. Sf9 cells passed a switch in growth kinetics after 30-40 passages. At this point, CM lost its stimulating effect on proliferation. CM also affected the cell size and cell cycle progression. Sf9 and T. ni cells became smaller when CM was added at inoculation because they had a minor arrest in the cell cycle after inoculation and therefore started to divide earlier than cells in fresh medium. For Sf9 cells, this was illustrated by a smaller arrest in G2/M in the beginning of culture and the cells were consequently less synchronized. For T. ni cells, the initial decrease in the S phase population was followed by an earlier increase of the S phase population for the cells with CM than for the cells in fresh medium. Addition of 20 % CM or CM filtrated with a 10 kDa cut-off filter to Sf9 cultures had a negative effect on the specific productivity. However, addition of CM to Sf9 cells that had passed the switch in growth kinetics had no negative effect on productivity. This indicates that CM not affects the protein production per se, but rather through its effects on cell physiology. Instead, the degree of cells synchronized in G2/M is important for high productivity and the gradually decreasing degree of synchronization during the course of a culture might be the explanation behind the cell density dependent decrease in productivity for Sf9 cells. This was further supported by the positive effects on productivity achieved by synchronizing Sf9 cells in G2/M by yeastolate limitation, which counteracted the cell density-dependent drop in productivity and hence a higher volumetric yield was achieved. Addition of 20 % CM to T. ni cultures had a positive effect on productivity. The specific productivity was maintained at a high level longer than for cells in 100 % fresh medium. The product concentration was 34 % higher and the maximum product concentration was obtained 24 hours earlier for the cells with the addition of CM. These results show that the effects of CM on productivity are not the same for the two cell lines and that the mechanism regulating productivity are quite complex. / QC 20101125

No description available.