In 2016 employers hiring four-year college graduates indicate that 27.8% have deficiencies in written communication. Postsecondary learning objectives should focus on improving specific writing skills like grammar, sentence structure, and vocabulary usage for individual students and monitoring text readability as an overall score to measure learning outcomes. Web-based applications and the tools integrated into them have the potential to serve as a diagnostic solution for analyzing the text readability and writing skills of students. Organization and structuring of Canvas data was required before adding text readability and other writing skills analytics as part of the process to develop diagnostic learning analytics that interprets student writing skills in the learning management system. Decision modeling was used to capture and describe the specifics of literacy improvement decisions for instructors and administrators in a graphical notation and structured format.

Acute myeloid leukemia (AML) is a genetically heterogeneous disease and represents about 20% of pediatric leukemias. Survival rates vary depending on subtypes but are particularly unfavorable for acute megakaryoblastic leukemia (AMKL), a rare subtype of AML that usually affects children under 3 years old (≤ 30% survival for certain subtypes of AMKL). In pediatrics, genetic rearrangement leading to the expression of a chimeric fusion gene are present in many cases and are considered initiator events in the development of leukemia. In AMKL cases, more than 70% of them exhibit such rearrangement. Several of these chimeric transcripts, such as NUP98::KDM5A and CBFA2T3::GLIS2, occur in a higher proportion of cases. The analysis of the transcriptome from pediatric leukemic cases allowed us to identify new chimeric fusion transcripts in pediatric leukemias. Specifically, we discovered BPTF as a new fusion partner of NUP98 in the case of acute megakaryoblastic leukemia (AMKL), and the ACIN1::NUTM1 fusion in B-cell lymphoid leukemias. These studies have refined the molecular classification of these leukemias and provided tools for diagnosis and disease monitoring. The hypothesis of my thesis is that the NUP98::KDM5A and CBFA2T3::GLIS2 fusions are oncogenic and their expression in normal human hematopoietic and progenitor cells leads to transformation into acute megakaryoblastic leukemia in immunodeficient recipient mice, allowing for the generation of renewable xenograft models. My work has contributed to the generation of AMKL models with NUP98::KDM5A (N5A) and CBFA2T3::GLIS2 (CG2) fusions. To do this, we optimized a pipeline for transducing these chimeric genes in CD34+ cells isolated from cord blood, followed by transplantation into immunodeficient mice. These xenograft models phenocopy the leukemia of patients from a morphological, immunophenotypic, and transcriptomic standpoint. These synthetic AMKL models can be serially transplanted into mice and have a high frequency of leukemic stem cells. I also contributed to the development of a unique patient-derived xenograft (PDX) model derived from primary cells of a patient with an NUP98::BPTF genotype AMKL leukemia. These synthetic and PDX models then served as substrates for my experiments and those of several members of our laboratory. My research has allowed us to identify and characterize new biomarkers specific to NUP98- rearranged and CBFA2T3::GLIS2 positive AMKL. Taking advantage of the biomass generated by these AMKL leukemia models, we conducted transcriptomic and proteomic studies of the membrane surface. These results were compared to normal cells isolated from cord blood to identify several surface proteins specific to each leukemia genotype and shed light on new potential biomarkers. Furthermore, we confirmed the sensitivity of our AMKL models to JAK-STAT pathway inhibitors and performed synergy assays between JAK-STAT and the PI3K-AKT-mTOR pathway inhibitors. These experiments demonstrated the synergistic induction of apoptosis in our models upon the combine exposure to JAK-STAT and PI3K-AKT-mTOR pathway inhibitors. These works allowed us to identify potential therapeutic vulnerabilities of AMKL. Finally, since research on AMKL is affected by the limited number of patient samples, the human models and molecular data presented in this thesis constitute an invaluable resource to accelerate translational research for these high-risk leukemias. / La leucémie myéloïde aiguë (LMA) est une maladie hétérogène sur le plan génétique et représente environ 20% des leucémies pédiatriques. Les taux de survie varient selon les sous- types mais sont particulièrement défavorables pour les leucémies aiguës mégacaryoblastiques (AMKL), un sous-type rare de LMA touchant généralement les enfants de moins de 3 ans (≤ 30% de survie pour certains sous-types d’AMKL). En pédiatrie, les réarrangements génétiques entraînant l’expression d’un gène de fusion chimérique sont présentes dans un grand nombre de cas et sont considérées comme des événements initiateurs à l’origine de la leucémie. Chez les leucémies de type AMKL, c’est plus de 70% des cas qui présentent un tel réarrangement. Quelques-uns de ces transcrits chimériques, tels que NUP98::KDM5A et CBFA2T3::GLIS2, surviennent dans une plus grande proportion des cas. Dans le cadre de mes recherches, l’analyse du transcriptome de leucémies pédiatriques nous ont permis de mettre en évidence de nouveaux transcrits chimériques. Notamment, nous avons découvert BPTF comme étant un nouveau partenaire de fusion de NUP98 dans le cas d’une AMKL, ainsi que la fusion ACIN1::NUTM1 chez des leucémies lymphoïdes à cellules B. Ces travaux ont permis de raffiner la classification moléculaire de ces leucémies et propose de nouvelles approches pour le diagnostic et le suivi de la maladie. L’hypothèse de ma thèse est que les fusions NUP98::KDM5A et CBFA2T3::GLIS2 sont oncogéniques et leur expression chez des cellules souches hématopoïétiques et progénitrices humaines normales entraîne une transformation en leucémie aiguë mégacaryoblastique dans les souris receveuses immunodéficientes, permettant de générer des modèles de xénogreffe. Mes travaux ont contribué à la génération de modèles d’AMKL arborant les fusions NUP98::KDM5A ainsi que CBFA2T3::GLIS2. Pour ce faire, nous avons optimisé un processus de transduction de ces gènes chimériques chez des cellules CD34+ isolées de sang de cordon, suivi de transplantation chez la souris immunodéficiente. Ces modèles de xénogreffe récapitulent la leucémie des patients aux points de vue morphologique, immunophenotypique et transcriptomique. Ces modèles synthétiques d’AMKL peuvent être transplantés de manière sériée en souris et présentent une fréquence élevée de cellules souches leucémiques. De plus, nous avons aussi développé un modèle pdx unique (patient derived xenograft) dérivé des cellules primaires d’un patient atteint d’une leucémie AMKL présentant la fusions NUP98::BPTF. Ces modèles synthétiques et pdx ont ensuite servi de substrats à mes expériences ainsi que celles de plusieurs membres du laboratoire. Mes recherches ont permis d’identifier et de caractériser de nouveaux biomarqueurs spécifiques aux AMKL présentant un transcrit de NUP98 réarrangé et CBFA2T3::GLIS2. Tirant avantage de la biomasse générée par ces modèles de leucémie AMKL, nous avons fait des études transcriptomiques et protéomiques de la surface membranaire de nos modèles. Ces résultats furent comparés aux cellules normales isolées de sang de cordon afin d’identifier plusieurs protéines de surface spécifiques aux leucémies initiées par NUP98 réarrangé et CBFA2T3::GLIS2 afin de mettre en lumière de nouveaux biomarqueurs potentiels. De plus, nous avons aussi confirmé la sensibilité de nos modèles AMKL aux inhibiteurs de la voie JAK-STAT ainsi que démontré l’induction synergique de l’apoptose de nos modèles en présence des inhbitieurs combinés des voies JAK-STAT et PI3K-AKT-mTOR. Finalement, puisque la recherche sur les AMKL est ralentie par la quantité limitante d’échantillons de patient, les modèles humains et les données moléculaires présentés dans cette thèse constituent une ressource inestimable afin d’accélérer la recherche translationnelle pour ces leucémies à haut risque.

Murder, rape, corruption and gang wars, sounds like something out of a bad movie but for many it is their way of life and not a movie they can stop. Many people today live with the constant threat of attack and the threat is often not by some stranger but someone they know, their neighbour, their uncle, their father, their domestic worker and on occasion even their own mother. As crime escalates more people are asking the question,"Why this rapid increase in crime and why is there such an increase in the number of violent crimes?" South Africa is well known, unfortunately, for its high crime rate and in particular it's exceptionally high violent crime rate. South Africa is rated in the top 10 for the highest murders per capita (UNDOC 2011). Over the past 20 years the number of violent crimes has progressively increased and the reason for this increase needs to be examined. there appears to be a rapid increase in the number of people presenting personality disorders in society. A number of studies have been conducted on the etiology of anti-social personality disorder and on psychopathology. In the past the majority of these studies had been conducted in developed countries and in the past few years a number of studies have started to be conducted in developing countries. Although very interesting with great insight very few have tried to examined any trends and differences between developed and developing countries. During the course of these studies it has been observed that inmates and people exhibiting Psychopathy traits are more likely to commit violent crimes and in addition reoffend. The thesis proposed examines trends between developed and developing countries to find any links between crime and psychopathology and in addition the etiology, prevalence and prevention of psychopathology. The study will identify a number of models utilised to understand violence in society and personality disorders with particular reference to psychopathy. The study is being done in order to obtain a better understanding of a link between psychopathology and escalating crime in South Africa and what, if anything can be done to decrease this prevelance. This thesis outlines a number of diagnostic tools utilised in order to determine if a person is indeed suffering from psychopathy. Each one of these is discussed and the validity of each considered for both developed and developing countries as a diagnostic tool. The study clearly show that there are a number of unanswered questions around psychopathy within South Africa and that more research within a South African context needs to be conducted if this disorder is to be properly understood. / Psychology / M.A. (Psychology)

Ces travaux visent à étendre les applications de la résonance de plasmons de surface (SPR) L’objectif est d’offrir des outils diagnostics plus rapides, efficaces et simple d’utilisation pour diagnostiquer ou effectuer le suivi de conditions cliniques. Pour se faire, un nouveau type d’instrumentation SPR basé sur l’utilisation d’un prisme d’inversion (dove) a permis d’atteindre une limite de détection (LOD) de 10-6 unité d’indice de réfraction (RIU), une valeur comparable aux instruments commerciaux complexes tout en demeurant peu dispendieux, robuste et simple d’utilisation. Les travaux présentés dans cet ouvrage visent, dans un second temps, à réduire les interactions nonspécifiques (NSB) entre la surface des biocapteurs SPR et les composants de la matrice biologique complexe telles que: l’urine, le lysat cellulaire, le sérum et le sang. Ces dernières induisent des réponses empêchant l’utilisation de biocapteurs SPR en milieux complexes. Les acides aminés (AA) offrent une grande variété de propriétés physico-chimiques permettant la mise au point de monocouches auto-assemblées (SAM) aux propriétés diverses. Initialement, 19 des 20 acides aminés naturels ont été attachés à l’acide 3-mercaptopropionique (3-MPA) formant des SAMs peptidomimétiques. La quantité d’interactions nonspécifiques engendrées par ces différentes surfaces a été mesurée en exposant ces surfaces au sérum sanguin bovin complet variant de 400 ng/cm² jusqu’à 800 ng/cm². La détection à l’aide de ces surfaces de la β-lactamase (une enzyme responsable de la résistance aux antibiotiques au niveau μM) a démontré la possibilité d’employer ces surfaces pour bâtir des biocapteurs SPR. Des peptides de longueur allant de 2 à 5 résidus attachés à 3-MPA ont été synthétisés sur support solide. Cette étude a démontré que l’augmentation de la longueur des peptides formés d’AA résistants aux NBS accroit leur résistance jusqu’à 5 résidus. Le composé le plus performant de ce type (3-MPA-(Ser)5-OH) a permis d’atteindre 180 ng/cm². Cette valeur est similaire à celle des meilleures surfaces disponibles commercialement, notamment les surfaces de polyethylène glycol (PEG) à 100 ng/cm². Des surfaces de 3-MPA-(Ser)5-OH ont permis l’étalonnage de la β-lactamase et sa quantification directe dans un lysat cellulaire. La LOD pour ces biocapteurs est de 10 nM. Une troisième génération de surfaces peptidiques binaires a permis la réduction de la NSB jusqu’à un niveau de 23±10 ng/cm² une valeur comparable aux meilleures surfaces disponibles. Ces surfaces ont permis l’étalonnage d’un indicateur potentiel du cancer la metalloprotéinase-3 de matrice (MMP-3). Les surfaces formées de peptides binaires (3-MPA-H3D2-OH) ont permis la quantification directe de la MMP-3 dans le sérum sanguin complet. Une quatrième génération de surfaces peptidiques a permis de réduire davantage le niveau de NSB jusqu’à une valeur de 12 ± 11 ng/cm². Ces surfaces ont été modifiées en y attachant une terminaison de type acide nitriloacétique (NTA) afin d’y attacher des biomolécules marquées par six résidus histidines terminaux. Ces surfaces ont permis le développement d’une méthode rapide de balayage des ligands ciblant le « cluster of differenciation-36 » (CD36). L’étude d’électroformation des monocouches de peptide a permis de déterminer les conditions de formation optimales d’une couche de 3-MPA-HHHDD-OH permettant ainsi la formation de monocouches résistantes au NSB en moins de 6 minutes en appliquant un potentiel de formation de 200mV vs Ag/AgCl. / The work presented in this thesis aims to extend the use of surface plasmon resonance (SPR) biosensors to generate more rapid, cost efficient and simple to use diagnostic tools to diagnose or follow serious medical conditions. This task required the development of a new SPR instrument that relies on an inversion prism (dove) and is able to reach a limit of detection (LOD) in the 10-6 refractive index unit (RIU) range, a value comparable to more complex commercial instruments. The developed SPR instrumentation is inexpensive, robust and very simple to manipulate. The other work presented in this thesis is based on reducing nonspecific interactions between the surface of SPR sensors and components in biological matrices such as urine, cell lysate, serum and whole blood. These nonspecific interactions induce SPR responses that have typically prohibited the use of SPR in these complex matrices. Amino acidshavebeen investigated for reduction of nonspecific binding (NSB) because they offer a wide variety of physico-chemical properties capable of tuning the physical properties of surfaces in a self-assembled monolayer (SAM) format. Initially, the attachment of one of 19 physiological 20 amino acids to 3-mercaptopropionic acid (3-MPA) allowed the formation of amino acid SAMs. Exposure of these surfaces to bovine serum revealed nonspecific interactions ranging from 400 ng/cm² to 800 ng/cm². Detection assays for β-lactamase (an enzyme produced by drug resistant bacteria at a micromolar level) demonstrated that the amino acid SAM is suitable for SPR biosensing. By using a solid phase approach, peptides were of 2 to 5 residues were synthesized to investigate NSB properties. The result of this study showed that adding amino acids decreased nonspecific interactions up to a peptide length of 5 amino acids. The best performing peptide, 3-MPA-(Serine)5-OH, resulted in low nonspecific adsorption of bovine serum proteins to a level of 180 ng/cm². This value is similar to nonspecific adsorption obtained under identical conditions for one of the best reported surfaces: polyethylene glycol-based SAMs at 100 ng/cm². The 3-MPA-(Serine)5-OH based SAM was used to calibrate β-lactamase, leading to its direct quantification in crude cell lysate. The detection limit for this analyte was 10 nM. A third generation of peptide, which is binary patterned, decreased significantly nonspecific adsorption to a level as low as 23 ± 10 ng/cm², a value comparable to the best surfaces known. This surface SAM allowed the calibration of matrix metalloproteinase-3 (MMP-3), a potential indicator of cancer. Direct quantification assays of MMP-3 in whole blood serum were achieved with the binary patterned peptides developed. The LOD for MMP-3 was 0.2nM over a 50 nM linear domain. A fourth generation of peptide based surfaces was developed, reducing the level of nonspecific adsorption of blood serum proteins to 12 ± 11 ng/cm2. These new surfaces were modified to attach His-tagged biomolecules enabling rapid screening of small ligands targeting the Cluster of differentiation-36 (CD36). Finally, the electroformation of peptide monolayers was studied to determine the optimal conditions needed to form an ultralow biofouling surface. It was demonstrated that the difference in potential applied during the formation of a peptide based layer influences the kinetics of formation and the arrangement of this layer. An optimal layer of 3-MPA-HHHDD-OH could be obtained in less than 6 min by applying a potential of 200mV vs Ag/AgCl to the SPR sensor.

Murder, rape, corruption and gang wars, sounds like something out of a bad movie but for many it is their way of life and not a movie they can stop. Many people today live with the constant threat of attack and the threat is often not by some stranger but someone they know, their neighbour, their uncle, their father, their domestic worker and on occasion even their own mother. As crime escalates more people are asking the question,"Why this rapid increase in crime and why is there such an increase in the number of violent crimes?" South Africa is well known, unfortunately, for its high crime rate and in particular it's exceptionally high violent crime rate. South Africa is rated in the top 10 for the highest murders per capita (UNDOC 2011). Over the past 20 years the number of violent crimes has progressively increased and the reason for this increase needs to be examined. there appears to be a rapid increase in the number of people presenting personality disorders in society. A number of studies have been conducted on the etiology of anti-social personality disorder and on psychopathology. In the past the majority of these studies had been conducted in developed countries and in the past few years a number of studies have started to be conducted in developing countries. Although very interesting with great insight very few have tried to examined any trends and differences between developed and developing countries. During the course of these studies it has been observed that inmates and people exhibiting Psychopathy traits are more likely to commit violent crimes and in addition reoffend. The thesis proposed examines trends between developed and developing countries to find any links between crime and psychopathology and in addition the etiology, prevalence and prevention of psychopathology. The study will identify a number of models utilised to understand violence in society and personality disorders with particular reference to psychopathy. The study is being done in order to obtain a better understanding of a link between psychopathology and escalating crime in South Africa and what, if anything can be done to decrease this prevelance. This thesis outlines a number of diagnostic tools utilised in order to determine if a person is indeed suffering from psychopathy. Each one of these is discussed and the validity of each considered for both developed and developing countries as a diagnostic tool. The study clearly show that there are a number of unanswered questions around psychopathy within South Africa and that more research within a South African context needs to be conducted if this disorder is to be properly understood. / Psychology / M.A. (Psychology)

Ces travaux visent à étendre les applications de la résonance de plasmons de surface (SPR) L’objectif est d’offrir des outils diagnostics plus rapides, efficaces et simple d’utilisation pour diagnostiquer ou effectuer le suivi de conditions cliniques. Pour se faire, un nouveau type d’instrumentation SPR basé sur l’utilisation d’un prisme d’inversion (dove) a permis d’atteindre une limite de détection (LOD) de 10-6 unité d’indice de réfraction (RIU), une valeur comparable aux instruments commerciaux complexes tout en demeurant peu dispendieux, robuste et simple d’utilisation. Les travaux présentés dans cet ouvrage visent, dans un second temps, à réduire les interactions nonspécifiques (NSB) entre la surface des biocapteurs SPR et les composants de la matrice biologique complexe telles que: l’urine, le lysat cellulaire, le sérum et le sang. Ces dernières induisent des réponses empêchant l’utilisation de biocapteurs SPR en milieux complexes. Les acides aminés (AA) offrent une grande variété de propriétés physico-chimiques permettant la mise au point de monocouches auto-assemblées (SAM) aux propriétés diverses. Initialement, 19 des 20 acides aminés naturels ont été attachés à l’acide 3-mercaptopropionique (3-MPA) formant des SAMs peptidomimétiques. La quantité d’interactions nonspécifiques engendrées par ces différentes surfaces a été mesurée en exposant ces surfaces au sérum sanguin bovin complet variant de 400 ng/cm² jusqu’à 800 ng/cm². La détection à l’aide de ces surfaces de la β-lactamase (une enzyme responsable de la résistance aux antibiotiques au niveau μM) a démontré la possibilité d’employer ces surfaces pour bâtir des biocapteurs SPR. Des peptides de longueur allant de 2 à 5 résidus attachés à 3-MPA ont été synthétisés sur support solide. Cette étude a démontré que l’augmentation de la longueur des peptides formés d’AA résistants aux NBS accroit leur résistance jusqu’à 5 résidus. Le composé le plus performant de ce type (3-MPA-(Ser)5-OH) a permis d’atteindre 180 ng/cm². Cette valeur est similaire à celle des meilleures surfaces disponibles commercialement, notamment les surfaces de polyethylène glycol (PEG) à 100 ng/cm². Des surfaces de 3-MPA-(Ser)5-OH ont permis l’étalonnage de la β-lactamase et sa quantification directe dans un lysat cellulaire. La LOD pour ces biocapteurs est de 10 nM. Une troisième génération de surfaces peptidiques binaires a permis la réduction de la NSB jusqu’à un niveau de 23±10 ng/cm² une valeur comparable aux meilleures surfaces disponibles. Ces surfaces ont permis l’étalonnage d’un indicateur potentiel du cancer la metalloprotéinase-3 de matrice (MMP-3). Les surfaces formées de peptides binaires (3-MPA-H3D2-OH) ont permis la quantification directe de la MMP-3 dans le sérum sanguin complet. Une quatrième génération de surfaces peptidiques a permis de réduire davantage le niveau de NSB jusqu’à une valeur de 12 ± 11 ng/cm². Ces surfaces ont été modifiées en y attachant une terminaison de type acide nitriloacétique (NTA) afin d’y attacher des biomolécules marquées par six résidus histidines terminaux. Ces surfaces ont permis le développement d’une méthode rapide de balayage des ligands ciblant le « cluster of differenciation-36 » (CD36). L’étude d’électroformation des monocouches de peptide a permis de déterminer les conditions de formation optimales d’une couche de 3-MPA-HHHDD-OH permettant ainsi la formation de monocouches résistantes au NSB en moins de 6 minutes en appliquant un potentiel de formation de 200mV vs Ag/AgCl. / The work presented in this thesis aims to extend the use of surface plasmon resonance (SPR) biosensors to generate more rapid, cost efficient and simple to use diagnostic tools to diagnose or follow serious medical conditions. This task required the development of a new SPR instrument that relies on an inversion prism (dove) and is able to reach a limit of detection (LOD) in the 10-6 refractive index unit (RIU) range, a value comparable to more complex commercial instruments. The developed SPR instrumentation is inexpensive, robust and very simple to manipulate. The other work presented in this thesis is based on reducing nonspecific interactions between the surface of SPR sensors and components in biological matrices such as urine, cell lysate, serum and whole blood. These nonspecific interactions induce SPR responses that have typically prohibited the use of SPR in these complex matrices. Amino acidshavebeen investigated for reduction of nonspecific binding (NSB) because they offer a wide variety of physico-chemical properties capable of tuning the physical properties of surfaces in a self-assembled monolayer (SAM) format. Initially, the attachment of one of 19 physiological 20 amino acids to 3-mercaptopropionic acid (3-MPA) allowed the formation of amino acid SAMs. Exposure of these surfaces to bovine serum revealed nonspecific interactions ranging from 400 ng/cm² to 800 ng/cm². Detection assays for β-lactamase (an enzyme produced by drug resistant bacteria at a micromolar level) demonstrated that the amino acid SAM is suitable for SPR biosensing. By using a solid phase approach, peptides were of 2 to 5 residues were synthesized to investigate NSB properties. The result of this study showed that adding amino acids decreased nonspecific interactions up to a peptide length of 5 amino acids. The best performing peptide, 3-MPA-(Serine)5-OH, resulted in low nonspecific adsorption of bovine serum proteins to a level of 180 ng/cm². This value is similar to nonspecific adsorption obtained under identical conditions for one of the best reported surfaces: polyethylene glycol-based SAMs at 100 ng/cm². The 3-MPA-(Serine)5-OH based SAM was used to calibrate β-lactamase, leading to its direct quantification in crude cell lysate. The detection limit for this analyte was 10 nM. A third generation of peptide, which is binary patterned, decreased significantly nonspecific adsorption to a level as low as 23 ± 10 ng/cm², a value comparable to the best surfaces known. This surface SAM allowed the calibration of matrix metalloproteinase-3 (MMP-3), a potential indicator of cancer. Direct quantification assays of MMP-3 in whole blood serum were achieved with the binary patterned peptides developed. The LOD for MMP-3 was 0.2nM over a 50 nM linear domain. A fourth generation of peptide based surfaces was developed, reducing the level of nonspecific adsorption of blood serum proteins to 12 ± 11 ng/cm2. These new surfaces were modified to attach His-tagged biomolecules enabling rapid screening of small ligands targeting the Cluster of differentiation-36 (CD36). Finally, the electroformation of peptide monolayers was studied to determine the optimal conditions needed to form an ultralow biofouling surface. It was demonstrated that the difference in potential applied during the formation of a peptide based layer influences the kinetics of formation and the arrangement of this layer. An optimal layer of 3-MPA-HHHDD-OH could be obtained in less than 6 min by applying a potential of 200mV vs Ag/AgCl to the SPR sensor.