A Multi-Objective Genetic Algorithm with Side Effect Machines for Motif Discovery

Understanding the machinery of gene regulation to control gene expression has been one of the main focuses of bioinformaticians for years. We use a multi-objective genetic algorithm to evolve a specialized version of side effect machines for degenerate motif discovery. We compare some suggested objectives for the motifs they find, test different multi-objective scoring schemes and probabilistic models for the background sequence models and report our results on a synthetic dataset and some biological benchmarking suites. We conclude with a comparison of our algorithm with some widely used motif discovery algorithms in the literature and suggest future directions for research in this area.

Pro Bono Publico, poem, n.d.

The poem is unsigned and is not divided into stanzas. It mentions General Brock, General Dearborn, Sir Peregrine, Fort George and the militia men of Lincoln. General Isaac Brock was a British Army officer and administrator who was promoted to Major General. He was responsible for defending Upper Canada against the United States. He died at the Battle of Queenston Heights during the War of 1812. In 1812, Dearborn was in charge of the northeastern sector from Niagara to the New England coast in his role as senior Major General of the U.S. Army. Dearborn proved that he was neither psychologically nor physically fit enough to take control. He tried to persuade New England governors to allow their militia to be used to invade Canada. He was not successful in his quest and no major offensive was launched against Lower Canada. Sir Peregrine probably refers to Sir Peregrine Maitland who was appointed as the Lieutenant Governor of Upper Canada in 1818. Fort George is located in Niagara-on-the-Lake, Ontario. It was the site of several battles during the War of 1812. The Lincoln Militia fought in battles on the Niagara Peninsula and the eastern shores of the Niagara River in the War of 1812.

Fluorescence Studies of Photosystem II Fluorescence Quenching During Desiccation

Poikilohydric organisms have developed mechanisms to protect their photosynthetic machinery during times of desiccation. In hydrated conditions nonphotochemical quenching (NPQ) mechanisms are able to safely dissipate excess excitation energy as heat, but mechanisms of NPQ associated with desiccation tolerance are still largely unclear. In the lichen Parmelia sulcata, photosystem protection has been associated with an energy quenching energetically coupled to PSII and characterized by a fast-fluorescence decay lifetime, and long-wavelength emission. The present study compares the relative ability of green algae and lichens to recover photosynthetic activity after periods of desiccation using steady state fluorescence emission spectroscopy, and picosecond time-resolved fluorescence decay measurements. It was determined that desiccation induced quenching involves an antenna quenching mechanism with similar characteristics appearing in both P. sulcata and green algae. Algae isolated from lichens suggest symbiosis in the lichen appears to enhance this naturally occurring phenomenon and provide greater protection during desiccation.

Photograph Negative - Donald Ziraldo working wine equipment

A photograph negative of Donald Ziraldo working a machine.

Letter - Dan Patterson to Donald Ziraldo

A letter from Niagara College President, Dan Patterson, sharing a Board of Governors decision to name the Niagara on the Lake campus vineyard "Donald Ziraldo Vineyard". The letter is dated March 7, 2006.

Towards reverse engineering of Photosystem II: Synergistic Computational and Experimental Approaches

ABSTRACT Photosystem II (PSII) of oxygenic photosynthesis has the unique ability to photochemically oxidize water, extracting electrons from water to result in the evolution of oxygen gas while depositing these electrons to the rest of the photosynthetic machinery which in turn reduces CO2 to carbohydrate molecules acting as fuel for the cell. Unfortunately, native PSII is unstable and not suitable to be used in industrial applications. Consequently, there is a need to reverse-engineer the water oxidation photochemical reactions of PSII using solution-stable proteins. But what does it take to reverse-engineer PSII’s reactions? PSII has the pigment with the highest oxidation potential in nature known as P680. The high oxidation of P680 is in fact the driving force for water oxidation. P680 is made up of a chlorophyll a dimer embedded inside the relatively hydrophobic transmembrane environment of PSII. In this thesis, the electrostatic factors contributing to the high oxidation potential of P680 are described. PSII oxidizes water in a specialized metal cluster known as the Oxygen Evolving Complex (OEC). The pathways that water can take to enter the relatively hydrophobic region of PSII are described as well. A previous attempt to reverse engineer PSII’s reactions using the protein scaffold of E. coli’s Bacterioferritin (BFR) existed. The oxidation potential of the pigment used for the BFR ‘reaction centre’ was measured and the protein effects calculated in a similar fashion to how P680 potentials were calculated in PSII. The BFR-RC’s pigment oxidation potential was found to be 0.57 V, too low to oxidize water or tyrosine like PSII. We suggest that the observed tyrosine oxidation in BRF-RC could be driven by the ZnCe6 di-cation. In order to increase the efficiency of iii tyrosine oxidation, and ultimately oxidize water, the first potential of ZnCe6 would have to attain a value in excess of 0.8 V. The results were used to develop a second generation of BFR-RC using a high oxidation pigment. The hypervalent phosphorous porphyrin forms a radical pair that can be observed using Transient Electron Paramagnetic Resonance (TR-EPR). Finally, the results from this thesis are discussed in light of the development of solar fuel producing systems.

Dorothy Rungeling fonds, 1887-2013, n.d.

Dorothy Rungeling was born in 1911 and raised in Fenwick, Ontario, by her adopted mother, Ethelwyn Wetherald. After graduating high school, she attended Fort Erie business College. She worked briefly in Toronto and then Hamilton, but eventually took a job with Brown Brothers’ Nursery in Pelham to be closer to home. Dorothy pursued many interests, learning to play the violin, saxophone and clarinet. She met her husband Charles at a local dance where she was playing. In 1939, they opened an automobile and farm machinery business in Welland. In their spare time, they were active in skeet and trap shooting, for which Dorothy won many trophies. In the early 1940s, Dorothy developed a passion for horses, training and showing them in addition to teaching riding at the Welland Riding Club, as well as judging at horse shows. By the late 1940s her interest in horses was waning, but she soon after discovered and pursued a new interest: flying. She joined the Welland Flying Club, obtained a flying licence, and in 1949 purchased her first plane. She proceeded to obtain a Commercial Pilot Licence in 1951, an Instructor’s Licence in 1953, and a Senior Commercial Licence in 1954. She participated in many air races in the 1950s, including the All Women’s International Air Races, the Women’s Transcontinental Air Races, and the Canadian Governor-General’s Cup Air Race. Some of the most notable races were the 1954 International Air Race, where Dorothy met with President Batista of Cuba, and the Governor-General’s Cup Air Race, where she won 1st place in 1953 and 1956 (and was the only woman competing). In 1958, she was also the first Canadian woman to solo pilot a helicopter. That same year she obtained her Airline Transport Licence. She also wrote several articles on aviation, contributing to publications such as Canadian Aviation and Air Facts, a U.S. aviation magazine. In addition to these articles, Dorothy authored several books about her life, as well as a selection of poems and articles by Ethelwyn Wetherald. As planes became more expensive, Dorothy spent less time flying, instead pursuing an interest in sailing. She and her husband bought a sailboat and became members of the Niagara-on-the-Lake Sailing Club. In 2003, Dorothy was awarded the Order of Canada for her accomplishments. She also wrote a regular column for the Voice of Pelham in 2012-2013, called A Century in Pelham. Dorothy celebrated her 100th birthday in 2011, and remains an active member of the community.

The role of retinoic acid in long-term memory formation and synaptic plasticity in the mollusc Lymnaea stagnalis

The active metabolite of vitamin A, retinoic acid (RA), is involved in memory formation and hippocampal plasticity in vertebrates. A similar role for retinoid signaling in learning and memory formation has not previously been examined in an invertebrate species. However, the conservation of retinoid signaling between vertebrates and invertebrates is supported by the presence of retinoid signaling machinery in invertebrates. For example, in the mollusc Lymnaea stagnalis the metabolic enzymes and retinoid receptors have been cloned from the CNS. In this study I demonstrated that impairing retinoid signaling in Lymnaea by either inhibiting RALDH activity or using retinoid receptor antagonists, prevented the formation of long-term memory (LTM). However, learning and intermediate-term memory were not affected. An additional finding was that exposure to constant darkness (due to the light-sensitive nature of RA) itself enhanced memory formation. This memory-promoting effect of darkness was sufficient to overcome the inhibitory effects of RALDH inhibition, but not that of a retinoid receptor antagonist, suggesting that environmental light conditions may influence retinoid signaling. Since RA also influences synaptic plasticity underlying hippocampal-dependent memory formation, I also examined whether RA would act in a trophic manner to influence synapse formation and/or synaptic transmission between invertebrate neurons. However, I found no evidence to support an effect of RA on post-tetanic potentiation of a chemical synapse. Retinoic acid did, however, reduce transmission at electrical synapses in a cell-specific manner. Overall, these studies provide the first evidence for a role of RA in the formation of implicit long-term memories in an invertebrate species and suggest that the role of retinoid signaling in memory formation has an ancient origin.

Arthur A. Schmon fonds

Arthur Albert Schmon was born in 1895 in Newark, New Jersey. During his studies at Barringer High School in Newark, he met Eleanore Celeste Reynolds who was to become his wife in August of 1919. Mr. Schmon studied English literature at Princeton and graduated with honours in 1917. That same year, Mr. Schmon joined the United States Army where he served under Colonel McCormick as an adjutant in field artillery in World War I. In 1919, he was discharged as a captain. Colonel McCormick (editor and publisher of the Chicago Tribune) offered Schmon a job in his Shelter Bay pulpwood operations. Mr. Schmon accepted the challenge of working at this lonely outpost on the lower St. Lawrence River. Schmon was promoted to Woodlands Manager in 1923. In 1930, he became the General Manager. This was expected to be a seasonal operation but the construction of the mill led to the building of a town (Baie Comeau) and its power development. All of this was accomplished under Schmon’s leadership. In 1933, he was elected the President and General Manager of the Ontario Paper Company. He later became the Chairman and Chief Executive Officer. Arthur Schmon made his home in St. Catharines where he played an active role in the community. Schmon was a member of the Founders’ Committee at Brock University and he was a primary force behind the establishment of a University in the Niagara Region. The Brock University Tower is named after him. He also served as Chairman of the St. Catharines Hospital Board of Governors for over 15 years, and was responsible for guiding the hospital through a 3 million dollar expansion program. He was a Governor of Ridley College and an Honorary Governor of McMaster University in Hamilton. Mr. Schmon died of lung cancer on March 18, 1964. He had been named as the St. Catharines’ citizen of the year just one week earlier. Mr. Schmon had 2 sons Robert McCormick Schmon, who was chairman of the Ontario Paper Co. Ltd., St. Catharines, Canada, and the Q.N.S. Paper Co., Baie-Comeau, Canada. He was also director of a Chicago Tribune Co. He died at the age of 61. Another son, Richard R. Schmon, was a second lieutenant in the 313th Field Artillery Battalion, 80th Infantry Division in World War II. He was listed as missing in action on November 5, 1944.

Directed Technical Change and International Trade

Recent changes in comparative advantage in the largest OECD economies differ significantly from the predictions of Heckscher-Ohlin-Vanek theory. Japan's rising share of OECD machinery exports and the improvement in the comparative advantage of the USA and Germany in heavy industry were accompanied by growing scarcities of the factors used intensively in the favored sector of each country. Here we examine Acemoglu's (1998, 2002) hypothesis that technical change may be directed toward raising the marginal productivity of abundant factors. Testing this hypothesis with 1970-1992 export data from 14 OECD countries, we find evidence that international comparative advantage was reshaped by innovation biased toward the abundant factors in the largest economies.

La relation complexe du juge et de l'expert-psychiatre

L'expertise psychiatrique est requise au tribunal dans plusieurs situations juridiques tant en matière criminelle que civile et elle est soumise aux mêmes règles de preuve que n'importe quelle expertise. Pourtant, la psychiatrie et son objet sont tout à fait particuliers. La relation que peuvent entretenir le juge et l'expert-psychiatre est teintée par plusieurs éléments de nature sociale et professionnelle, mais aussi simplement juridique et procédural. Alors que les juristes parlent de cette relation comme d'une usurpation du rôle du juge par l'expert-psychiatre, les psychiatres, au contraire, croient que leur expertise est totalement pervertie dans le processus judiciaire. Mais la réalité n'est pourtant pas univoque: si l'expertise psychiatrique est de façon générale une preuve parmi les autres, elle peut également occuper une place centrale dans le mécanisme décisionnel.

Statut des transporteurs du cholestérol au niveau de l'intestin et du foie dans le diabète de type 2

La résistance à l’insuline et le diabète de type 2 (DT2) sont caractérisés par une hyperlipidémie. Le but de cette étude est de déterminer si le DT2 contribue au dérèglement du métabolisme du cholestérol au niveau du petit intestin et du foie du Psammomys obesus, un modèle animal nutritionnel d’induction de la résistance à l’insuline et du DT2. L’absorption intestinale du cholestérol est diminuée chez les animaux diabétiques. Cette diminution est associée à une baisse (i) de l’expression génique et protéique de NPC1-L1 qui joue un rôle primordial dans l’absorption du cholestérol au niveau des entérocytes; et (ii) de l’ARNm de l’ABCA1 responsable de l’efflux de cholestérol des cellules intestinales à l’apolipoprotéine A-I et aux HDLs. En ce qui a trait aux transporteurs SR-B1 et Annexin II, aucune différence n’a été observée au niveau intestinal. Toutefois, une diminution significative de l’expression génique de l’ABCG5, un intervenant majeur dans la sécrétion du cholestérol des entérocytes vers la lumière intestinale, est mesurée chez les animaux diabétiques. De plus, l’expression protéique est diminuée pour le PCSK9 et augmentée pour le LDLr au niveau du jéjunum, tandis que la quantité de protéine de l’enzyme HMG-CoA réductase est régulée à la baisse chez les Psammomys obesus diabétiques. Finalement, de tous les facteurs de transcription testés seule une augmentation de LXR et une diminution de PPAR/δ sont détectées au niveau de l’intestin. Au niveau hépatique, il y a (i) une augmentation de la masse protéique de NPC1-L1, SR-BI et Annexin II; (ii) une élévation l’ARNm de SR-BI; (iii) une diminution du contenu protéique de ABCG8 et de l’expression génique de l’ABCG5 et de l’ABCA1; et (iv) une élévation de l’ARNm de LXR et de PPAR/δ, tout comme une baisse de l’expression protéique de SREBP-2. Somme toute, nos résultats montrent que le développement du diabète de type 2 chez le Psammomys obesus entraîne un changement dans la machinerie intra-entérocytaire et hépatocytaire, qui mène à un dérèglement de l’homéostasie du cholestérol.

La protéine majeure de la capside de l’HSV-1 est ubiquitinée

Le virus de l’Herpès simplex de type 1 (HSV-1) est le pathogène humain responsable des lésions herpétiques labiales, plus communément appelé « feux sauvages ». Annuellement, il est responsable de plusieurs cas d’encéphalites et d’infections de l’appareil visuel qui sont la principale cause de cécité en Amérique du Nord. Bien qu’il existe quelques traitements antiviraux, aucun vaccin ou médicament ne permet de prévenir ou de guérir les infections causées par ce virus. Aujourd’hui, les infections produites par l’HSV-1 sont présentes partout sur la planète. Récemment, une étude en protéomique effectuée sur les virus matures extracellulaires a permis d’identifier la présence d’ubiquitines libres et d’enzymes reliées à la machinerie d’ubiquitination dans le virus. De plus, le virus exploite cette machinerie au cours de l’infection. Il est connu que certaines protéines virales sont ubiquitinées durant une infection et que le virus imite même certaines enzymes d’ubiquitination. Nous avons donc entrepris des recherches afin d’identifier des protéines virales ubiquitinées qui pourraient être présentes dans les virus matures ainsi que leurs rôles potentiels. La protéine majeure de la capside, VP5, un constituant très important du virus, a été identifiée. Nos recherches nous ont permis de caractériser le type d’ubiquitination, une monoubiquitination sur les lysines K810 et/ou K1275 de VP5. Le rôle que pourrait jouer l’ubiquitination de VP5 dans le cycle de réplication virale et dans les virus matures n’est toutefois pas encore connu.

Mécanismes traductionnels impliqués dans la potentialisation à long-terme de la transmission synaptique des cellules pyramidales de l’hippocampe chez le rongeur.

La mémoire et l’apprentissage sont des phénomènes complexes dont on ne comprend pas encore bien l’origine au niveau cellulaire et moléculaire. Cependant, il est largement admis que des changements plus simples au niveau synaptique, tels que la potentialisation à long-terme (long-term potentiation ou LTP) pourraient constituer la base cellulaire de la formation des nouveaux souvenirs. Ces mécanismes sont couramment étudiés au niveau de l’hippocampe, une région du lobe temporal reconnue comme étant nécessaire à la formation de la mémoire explicite chez les mammifères. La LTP est classiquement définie comme un renforcement durable de l’efficacité de connexions synaptiques ayant été stimulées de façon répétée et soutenue. De plus, on peut distinguer deux formes de LTP: une LTP précoce, qui repose sur la modification de protéines déjà formées, et une LTP tardive, qui requiert, elle, la synthèse de nouvelles protéines. Cependant, bien que de nombreuses études se soient intéressées au rôle de la traduction pour la maintenance de la LTP, les mécanismes couplant l’activité synaptique à la machinerie de synthèse protéique, de même que l’identité des protéines requises sont encore peu connus. Dans cette optique, cette thèse de doctorat s’est intéressée aux interactions entre l’activité synaptique et la régulation de la traduction. Il est par ailleurs reconnu que la régulation de la traduction des ARNm eukaryotiques se fait principalement au niveau de l’initiation. Nous avons donc étudié la modulation de deux voies majeures pour la régulation de la traduction au cours de la LTP : la voie GCN2/eIF2α et la voie mTOR. Ainsi, nos travaux ont tout d’abord démontré que la régulation de la voie GCN2/eIF2α et de la formation du complexe ternaire sont nécessaires à la maintenance de la plasticité synaptique et de la mémoire à long-terme. En effet, l’activité synaptique régule la phosphorylation de GCN2 et d’eIF2α, ce qui permet de moduler les niveaux du facteur de transcription ATF4. Celui-ci régule à son tour la transcription CREB-dépendante et permet ainsi de contrôler les niveaux d’expression génique et la synthèse de protéines nécessaires pour la stabilisation à long-terme des modifications synaptiques. De plus, la régulation de la voie mTOR et de la traduction spécifique des ARNm 5’TOP semble également jouer un rôle important pour la plasticité synaptique à long-terme. La modulation de cette cascade par l’activité synaptique augmente en effet spécifiquement la capacité de traduction des synapses activées, ce qui leur permet de traduire et d’incorporer les protéines nécessaires au renforcement durable des synapses. De telles recherches permettront sans doute de mieux comprendre la régulation des mécanismes traductionnels par l’activité synaptique, ainsi que leur importance pour la maintenance de la potentialisation à long-terme et de la mémoire à long-terme.

Globin Gene Expression: Role of Transcription Factors

La dérégulation de l'expression génétique est une base pathophysiologique de plusieurs maladies. On a utilisé le locus du gène β-globine humain comme modèle pour élucider le mécanisme de régulation de la transcription génétique et évaluer son expression génétique durant l'érythropoïèse. La famille des protéines 'E' est composée de facteurs de transcription qui possèdent plusieurs sites de liaison au sein de locus du gène β-globine, suggérant leur rôle potentiel dans la régulation de l’expression de ces gènes. Nous avons montré que les facteurs HEB, E2A et ETO2 interagissent d’une manière significative avec la région contrôle du Locus (LCR) et avec les promoteurs des gènes de la famille β-globine. Le recrutement de ces facteurs au locus est modifié lors de l'érythropoïèse dans les cellules souches hematopoitiques et les cellules erythroides de souris transgéniques pour le locus de la β-globine humain, ainsi que dans les cellules progénitrices hématopoïétiques humaines. De plus par cette étude, nous démontrons pour la première fois que le gène β-globine humain est dans une chromatine active et qu’il interagit avec des facteurs de transcriptions de type suppresseurs dans les cellules progénitrices lymphoïdes (voie de différentiation alternative). Cette étude a aussi été faite dans des souris ayant une génétique mutante caractérisée par l'absence des facteurs de transcription E2A ou HEB.