Toward prediction of class II mouse major histocompatibility complex peptide binding affinity:in silico bioinformatic evaluation using partial least squares, a robust multivariate statistical technique

The accurate identification of T-cell epitopes remains a principal goal of bioinformatics within immunology. As the immunogenicity of peptide epitopes is dependent on their binding to major histocompatibility complex (MHC) molecules, the prediction of binding affinity is a prerequisite to the reliable prediction of epitopes. The iterative self-consistent (ISC) partial-least-squares (PLS)-based additive method is a recently developed bioinformatic approach for predicting class II peptide−MHC binding affinity. The ISC−PLS method overcomes many of the conceptual difficulties inherent in the prediction of class II peptide−MHC affinity, such as the binding of a mixed population of peptide lengths due to the open-ended class II binding site. The method has applications in both the accurate prediction of class II epitopes and the manipulation of affinity for heteroclitic and competitor peptides. The method is applied here to six class II mouse alleles (I-Ab, I-Ad, I-Ak, I-As, I-Ed, and I-Ek) and included peptides up to 25 amino acids in length. A series of regression equations highlighting the quantitative contributions of individual amino acids at each peptide position was established. The initial model for each allele exhibited only moderate predictivity. Once the set of selected peptide subsequences had converged, the final models exhibited a satisfactory predictive power. Convergence was reached between the 4th and 17th iterations, and the leave-one-out cross-validation statistical terms - q2, SEP, and NC - ranged between 0.732 and 0.925, 0.418 and 0.816, and 1 and 6, respectively. The non-cross-validated statistical terms r2 and SEE ranged between 0.98 and 0.995 and 0.089 and 0.180, respectively. The peptides used in this study are available from the AntiJen database (http://www.jenner.ac.uk/AntiJen). The PLS method is available commercially in the SYBYL molecular modeling software package. The resulting models, which can be used for accurate T-cell epitope prediction, will be made freely available online (http://www.jenner.ac.uk/MHCPred).

The discrimination and association of float glass and the quantitative analysis of liquids from aerosols and microdrops using laser induced breakdown spectroscopy

Glass is a common form of trace evidence found at many scenes of crimes in the form of small fragments. These glass fragments can transfer to surrounding objects and/or persons and may provide forensic investigators valuable information to link a suspect to the scene of a crime. Since the elemental composition of different glass sources can be very similar, a highly discriminating technique is required to distinguish between fragments that have originated from different sources. ^ The research presented here demonstrates that Laser Induced Breakdown Spectroscopy (LIBS) is a viable analytical technique for the association and discrimination of glass fragments. The first part of this research describes the optimization of the LIBS experiments including the use of different laser wavelengths to investigate laser-material interaction. The use of a 266 nm excitation laser provided the best analytical figures of merit with minimal damage to the sample. The resulting analytical figures of merit are presented. The second part of this research evaluated the sensitivity of LIBS to associate or discriminate float glass samples originating from the same manufacturing plants and produced at approximately the same time period. Two different sample sets were analyzed ranging in manufacturing dates from days to years apart. Eighteen (18) atomic emission lines corresponding to the elements Sr, K, Fe, Ca, Al, Ba, Na, Mg and Ti, were chosen because of their detection above the method detection limits and for presenting differences between the samples. Ten elemental ratios producing the most discrimination were selected for each set. When all the ratios are combined in a comparison, 99% of the possible pairs were discriminated using the optimized LIBS method generating typical analytical precisions of ∼5% RSD. ^ The final study consisted of the development of a new approach for the use of LIBS as a quantitative analysis of ultra-low volume solution analysis using aerosols and microdrops. Laser induced breakdown spectroscopy demonstrated to be an effective technique for the analysis of as low as 90 pL for microdrop LIBS with 1 pg absolute LOD and 20 µL for aerosol LIBS with an absolute LOD of ∼100 fg.^

The use of quantitative polymerase chain reaction amplification method to determine sex ratio of human spermatozoa in semen and to determine maternal contamination of amniotic fluid samples

We have modified a technique which uses a single pair of primer sets directed against homologous but distinct genes on the X and Y chromosomes, all of which are coamplified in the same reaction tube with trace amounts of radioactivity. The resulting bands are equal in length, yet distinguishable by restriction enzyme sites generating two independent bands, a 364 bp X-specific band and a 280 bp Y-specific band. A standard curve was generated to show the linear relationship between X/Y ratio average vs. %Y or %X chromosomal content. Of the 51 purified amniocyte DNA samples analyzed, 16 samples showed evidence of high % X contamination while 2 samples demonstrated higher % Y than the expected 50% X and 50% Y chromosomal content. With regards to the 25 processed sperm samples analyzed, X-sperm enrichment was evident when compared to the primary sex ratio whereas Y-sperm was enriched when we compared before and after selection samples.

The application of PCA as a movement pattern recognition technique: A proof of principle

Quantitative methods can help us understand how underlying attributes contribute to movement patterns. Applying principal components analysis (PCA) to whole-body motion data may provide an objective data-driven method to identify unique and statistically important movement patterns. Therefore, the primary purpose of this study was to determine if athletes’ movement patterns can be differentiated based on skill level or sport played using PCA. Motion capture data from 542 athletes performing three sport-screening movements (i.e. bird-dog, drop jump, T-balance) were analyzed. A PCA-based pattern recognition technique was used to analyze the data. Prior to analyzing the effects of skill level or sport on movement patterns, methodological considerations related to motion analysis reference coordinate system were assessed. All analyses were addressed as case-studies. For the first case study, referencing motion data to a global (lab-based) coordinate system compared to a local (segment-based) coordinate system affected the ability to interpret important movement features. Furthermore, for the second case study, where the interpretability of PCs was assessed when data were referenced to a stationary versus a moving segment-based coordinate system, PCs were more interpretable when data were referenced to a stationary coordinate system for both the bird-dog and T-balance task. As a result of the findings from case study 1 and 2, only stationary segment-based coordinate systems were used in cases 3 and 4. During the bird-dog task, elite athletes had significantly lower scores compared to recreational athletes for principal component (PC) 1. For the T-balance movement, elite athletes had significantly lower scores compared to recreational athletes for PC 2. In both analyses the lower scores in elite athletes represented a greater range of motion. Finally, case study 4 reported differences in athletes’ movement patterns who competed in different sports, and significant differences in technique were detected during the bird-dog task. Through these case studies, this thesis highlights the feasibility of applying PCA as a movement pattern recognition technique in athletes. Future research can build on this proof-of-principle work to develop robust quantitative methods to help us better understand how underlying attributes (e.g. height, sex, ability, injury history, training type) contribute to performance.

Minimal residual disease monitoring in multiple myeloma: a comparison between allelic-specific oligonucleotide real-time quantitative polymerase chain reaction and flow cytometry.

BACKGROUND AND OBJECTIVES: Minimal residual disease (MRD) studies are useful in multiple myeloma (MM). However, the definition of the best technique and clinical utility are still unresolved issues. The aim of this study was to analyze and compare the clinical utility of MRD studies in MM with two different techniques: allelic-specific oligonucleotide real-time quantitative PCR (ASO-RQ-PCR), and flow cytometry (FCM). DESIGN AND METHODS: Bone marrow samples from 32 MM patients who had achieved complete response after transplantation were evaluated by ASO-RQ-PCR, using TaqMan technology, and multiparametric FCM. RESULTS: ASO-RQ-PCR was only applicable in 75% of patients for a variety of technical reasons, while FCM was applicable in up to 90%. Therefore, simultaneous PCR/FCM analysis was possible in only 24 patients. The number of residual tumor cells identified by both techniques was very similar (mean=0.29%, range=0.001-1.61%, correlation coefficient=0.861). However, RQ-PCR was able to detect residual myelomatous cells in 17 patients while FCM only did so in 11; thus, 6 cases were FCM negative but PCR positive, all of them displaying a very low number of clonal cells (median=0.014%, range=0.001-0.11). Using an MRD threshold of 0.01% (10(-4)) two risk groups with significantly different progression-free survival could be identified by either PCR (34 vs. 15m, p=0.04) or FCM (27 vs. 10m, p=0.05). INTERPRETATION AND CONCLUSIONS: Although MRD evaluation by ASO-RQ-PCR is slightly more sensitive and specific than FCM, it is applicable in a lower proportion of MM patients and is more time-consuming, while both techniques provide similar prognostic information.

Hallux rigidus: Arthroplasty or arthrodesis. What technique produces better results?

Hallux rígidus (HR) affects the first metatarsophalangeal joint (MTPJ) between 35% and 60% of the population over 65 years and there are multiple ways of treatment. Depending on the radiological stage where you find the deformity determines the procedure to be performed; in the early stages cheilectomy techniques and corrective osteotomy is performed while the more advanced ratings, the surgeon chooses destructive techniques considered as arthrodesis and arthroplasty. This final of degree project aims to focus on 1 MTPJ destructive techniques to clarify which of the procedures generates better results by a number of parameters; outcomes of the American Orthopaedic Foot scale and Ankle Society Hallux metatarsophalangeal Interphalangeal-scale (AOFAS), range of motion (ROM) of the 1ºAMTF, radiological classification. As for the implant arthroplasty technique, this article offers information on material and design that generates better relating to patient characteristics such as age, inflammatory joint diseases, viability and durability of the implant results. The conclusion from this review is that the values obtained in the arthrodesis according AOFAS decrease due to loss of mobility, but both techniques have similar values of effectiveness and concludes with the decision that the technique used is determined taking into account various factors and patient characteristics. Keywords: Hallux rígidus; (Hallux Rígidus) and surgery treatment; Hallux Rígidus arthrodesis; Hallux Rígidus arthroplasty; Hallux Rígidus (arthroplasty and arthrodesis).

Quantitative measurement using scanning thermal microscopy

This thesis reports on the development of quantitative measurement using micromachined scanning thermal microscopy (SThM) probes. These thermal probes employ a resistive element at their end, which can be used in passive or active modes. With the help of a review of SThM, the current issues and potentials associated with this technique are revealed. As a consequence of this understanding, several experimental and theoretical methods are discussed, which expand our understanding of these probes. The whole thesis can be summarized into three parts, one focusing on the thermal probe, one on probe-sample thermal interactions, and the third on heat transfer within the sample. In the first part, a series of experiments are demonstrated, aimed at characterizing the probe in its electrical and thermal properties, benefiting advanced probe design, and laying a fundamental base for quantifying the temperature of the probe. The second part focuses on two artifacts observed during the thermal scans – one induced by topography and the other by air conduction. Correspondingly, two devices, probing these artifacts, are developed. A topography-free sample, utilizing a pattern transfer technique, minimises topography-related artifacts that limited the reliability of SThM data; a controlled temperature ‘Johnson noise device’, with multiple-heater design, offers a uniform, accurate, temperature distribution. Analyzing results of scan from these samples provides data for studying the thermal interactions within the probe and the tip-sample interface. In the final part, the observation is presented that quantification of measurements depends not only on an accurate measurement tool, but also on a deep understanding of the heat transfer within the sample resulting from the nanoscopic contact. It is believed that work in this thesis contributes to SThM gaining wider application in the scientific community.

Identification of superior reference genes for data normalisation of expression studies via quantitative PCR in hybrid roses (Rosa hybrida)

Background: Gene expression studies are a prerequisite for understanding the biological function of genes. Because of its high sensitivity and easy use, quantitative PCR (qPCR) has become the gold standard for gene expression quantification. To normalise qPCR measurements between samples, the most prominent technique is the use of stably expressed endogenous control genes, the so called reference genes. However, recent studies show there is no universal reference gene for all biological questions. Roses are important ornamental plants for which there has been no evaluation of useful reference genes for gene expression studies. Results: We used three different algorithms (BestKeeper, geNorm and NormFinder) to validate the expression stability of nine candidate reference genes in different rose tissues from three different genotypes of Rosa hybrida and in leaves treated with various stress factors. The candidate genes comprised the classical "housekeeping genes" (Actin, EF-1α, GAPDH, Tubulin and Ubiquitin), and genes showing stable expression in studies in Arabidopsis (PP2A, SAND, TIP and UBC). The programs identified no single gene that showed stable expression under all of the conditions tested, and the individual rankings of the genes differed between the algorithms. Nevertheless the new candidate genes, specifically, PP2A and UBC, were ranked higher as compared to the other traditional reference genes. In general, Tubulin showed the most variable expression and should be avoided as a reference gene. Conclusions: Reference genes evaluated as suitable in experiments with Arabidopsis thaliana were stably expressed in roses under various experimental conditions. In most cases, these genes outperformed conventional reference genes, such as EF1-α and Tubulin. We identified PP2A, SAND and UBC as suitable reference genes, which in different combinations may be used for normalisation in expression analyses via qPCR for different rose tissues and stress treatments. However, the vast genetic variation found within the genus Rosa, including differences in ploidy levels, might also influence expression stability of reference genes, so that future research should also consider different genotypes and ploidy levels.

Interventions pédagogiques pour diminuer le niveau d’appréhension en entrevues enformation technique au Cégep

Abstract: Career programs in the Cegep system base their training on various learning activities, which are followed by a practicum. The objective is to achieve a certain number of competencies, deemed necessary by the Ministry of Education, for entry-level occupations in to the workforce. The Graphic Communications program offered at Champlain College Saint-Lambert is a three-year career program that leads to employment in the field of graphics. Many students have part-time jobs during their schooling period but most of those jobs do not relate to their field of study. Several graduates stated they were unable to persuade employers to hire them for an externship or stage at the end of their program. While jobs are important for their general skills, since they are not directly related to the field, these jobs may not have given the students a suitable model for the conduct of an employment interview. Practice interviews may be one of many successful training methods to lower communication apprehension (CA) levels. CA is defined as "an individual's level of fear or anxiety associated with either real or anticipated communication with another person or persons." This paper examines the literature on CA and employment interviews and evaluates whether pedagogical interventions, including monitored phone calls to employers and practice-videotaped interviews, allow students to feel more confident about interviewing for a future job. A qualitative tool was used to gather scientific measurements of the participants' levels of CA both at the beginning and at the end of the Career Planning course. Open-ended reflective journals gathered quantitative data on the impact specific instructional strategies had on the participants. The pedagogical interventions that were examined and tested were as follows: preparation of scripts, monitored phone calls, videotaped practice interviews, and in-class access to professional assistance. Results indicate that all interventions had a positive impact on lowering levels of CA. It is clear that positive conclusions were drawn by the students as to the usefulness of these activities. Overall, participants who responded to the reflective journal questions felt positive about the contribution of this preparatory career course to their CA levels. The results of the quantitative tool were consistent with previous research and the analysis of the reflective journals gave additional support to the usefulness of the interventions on students' confidence levels. Recommendations for improvements to the curriculum include the need for students to be taught formally about metacognition and how to monitor it. Students need to be exposed to videotaped interviews more often. They should be better prepared for unexpected interview questions, and they should experience formal rehearsals with one of their instructors before the actual practice interview. Some of these recommendations have already been successfully implemented in the program's curriculum.||Résumé: Le but de ce travail était de vérifier si certaines activités pédagogiques sont efficaces pour faire baisser le niveau d'anxiété lié à la communication orale lors de leurs entrevues d'embauche. L'objectif des programmes techniques au Québec est de fournir aux étudiants un certain nombre de compétences définies par le ministère de l'Éducation, des Loisirs et du Sport afin que ces derniers puissent fournir des services de techniciens spécialisés aux entreprises. Le programme nommé Office Systems Technology (412) du collège Champlain de Saint-Lambert, a choisi la voie de la spécialisation en microédition et hypermédia en 1999 et a changé son nom pour Graphic Communications en 2005. Les programmes techniques au Cégep incluent un stage en milieu de travail à la fin d'un programme de trois ans et par le fait même, une entrevue pour obtenir un stage en entreprise. La compétence visée par cette étude est l'intégration au marché du travail et le cheminement professionnel des étudiants. Lors d'enquêtes informelles, plusieurs étudiants du programme ont fait part de leurs difficultés à trouver un stage en fin d'études. Certains auteurs suggèrent que ces étudiants n'ont pas de modèles appropriés lors de la tenue d'une entrevue d'emploi. Ils proposent de diminuer le niveau d'anxiété lié à la communication orale lors d'entrevues d'embauche en offrant des pratiques d'entrevue aux étudiants. Cette recherche a examiné la littérature au sujet de l'anxiété de communication, plus précisément lors d'entrevues. Elle avait pour mandat d'évaluer si les activités pédagogiques d'un cours de préparation à la carrière ont été efficaces pour faire baisser les taux d'anxiété en communication orale lors d'entrevues. En plus, une conseillère à l'emploi fut invitée à plusieurs reprises afin de fournir un support professionnel en classe, étant donné que les étudiants ne prennent pas nécessairement le temps de consulter des professionnels en raison de leurs activités personnelles trop nombreuses. Le type d'enseignement évalué est considéré comme stratégique, étant donné qu'il agit au niveau cognitif et métacognitif de l'étudiant. Le cours de préparation à l'emploi débute par la vérification des acquis antérieurs des étudiants et il tient compte de leur motivation scolaire et professionnelle. De plus, il est axé sur la construction du savoir en proposant des activités de plus en plus complexes, débutant par la rédaction de textes à utiliser lors d'appels aux employeurs, en passant par la préparation et la pratique d'appels et se terminant par des entrevues d'emploi qui serviront de modèle à perfectionner par chaque étudiant. Ces entrevues se font avec des employeurs qui ont déjà embauché des étudiants du programme de Graphic Communications au collège Champlain de Saint-Lambert et sont enregistrées sur bande vidéo afin de permettre une visualisation ultérieure et cohérente avec les objectifs visés. La méthodologie de cette recherche inclut deux outils, un quantitatif et un qualitatif. L'outil quantitatif permet de mesurer scientifiquement les taux d'appréhension en communication des étudiants au début et à la fin du cours de préparation à l'emploi. Cet outil est la fusion de deux outils, le Personal Report of Communication Apprehension ou PRCA-24, qui fut développé par McCroskey (1984), en tandem avec celui de Wongprasert & Ayres (2000), qui lui met l'accent sur les entrevues d'emploi. Les réponses à cet outil combiné sont évaluées sur une échelle Likert de cinq points. L'outil qualitatif est une série de questions auxquelles les étudiants ont répondu quatre fois lors de la session. Les réponses à ces questions ont été analysées et les commentaires des étudiants évalués. Il découle de cette analyse que les niveaux d'anxiété des étudiants qui ont participé (14) étaient définitivement à la baisse en fin de cours. La pratique téléphonique structurée, dans un laboratoire avec les téléphones, a été très révélatrice pour les étudiants. Ils ont appris comment utiliser un script comme piste de départ pour un appel et qu'il était possible de contourner certains obstacles de façon professionnelle. Ensuite, lors d'une visite d'une compagnie de graphisme, ils ont pu observer divers modèles d'emploi. Ils ont eu la possibilité de poser des questions sur le fonctionnement et les besoins de l'entreprise. Ceci facilita la rédaction de leur curriculum vitae en leur permettant de mieux décrire leurs acquis en fonction d'emplois recherchés. Par la suite, ils se sont préparés pour une pratique d'entrevue, filmée. Les interviewers avaient déjà travaillé avec le collège et avaient déjà embauché certains étudiants de ce programme, donc ils connaissaient leur potentiel. Une liste de questions possibles fut suggérée mais il n'en restait pas moins que les interviewers pouvaient les modifier, ceci étant représentatif du marché de l'emploi. Même si le collège fournit un enseignement en anglais, un des intervieweurs donna ses entrevues en français. Trois étudiants se sont portés volontaires, mais deux ont constaté qu'ils auraient dû pratiquer leur script en français avant l'entrevue pour mieux diminuer leur niveau d'anxiété. Finalement, les étudiants durent visionner leur segment d'entrevue : ceci leur a permis de voir si leur attitude non-verbale concordait avec ce qu'ils ressentaient en entrevue et d'emmener les correctifs appropriés. Les taux d'anxiété furent vérifiés une deuxième fois en fin de session et les résultats ont démontré une baisse des taux d'appréhension. Les résultats de cette étude concordent donc avec ceux trouvés dans la littérature et donnent de bonnes pistes pour l'amélioration de ce cours de préparation à la carrière. L'auteur recommande d'enseigner la métacognition de façon formelle et ainsi de faciliter la prise de conscience des apprentissages que les étudiants effectuent. De plus, les étudiants devraient être filmés en studio au moins une fois par année pour diminuer le facteur de stress causé par les caméras et finalement ils pourraient certainement bénéficier de pratiques formelles d'entrevue avec un instructeur avant l'entrevue filmée. L'augmentation des pratiques a déjà été mise en oeuvre dans le programme et des résultats positifs se sont ensuivis.

Les facteurs affectant les taux de réussite des cours d’anglais et de sciences humaines des étudiants dans les programmes de formation technique

A large percentage of Vanier College's technology students do not attain their College degrees within the scheduled three years of their program. A closer investigation of the problem revealed that in many of these cases these students had completed all of their program professional courses but they had not completed all of the required English and/or Humanities courses. Fortunately, most of these students do extend their stay at the college for the one or more semesters required for graduation, although some choose to go on into the workforce without returning to complete the missing English and/or Humanities and without their College Degrees. The purpose of this research was to discover if there was any significant measure of association between a student's family linguistic background, family cultural background, high school average, and/or College English Placement Test results and his or her likelihood of succeeding in his or her English and/or Humanities courses within the scheduled three years of the program. Because of both demographic differences between 'hard' and 'soft' technologies, including student population, more specifically gender ratios and student average ages in specific programs; and program differences, including program writing requirements and types of practical skill activities required; in order to have a more uniform sample, the research was limited to the hard technologies where students work hands-on with hardware and/or computers and tend to have overall low research and writing requirements. Based on a review of current literature and observations made in one of the hard technology programs at Vanier College, eight research questions were developed. These questions were designed to examine different aspects of success in the English and Humanities courses such as failure and completion rates and the number of courses remaining after the end of the fifth semester and as well examine how the students assessed their ability to communicate in English. The eight research questions were broken down into a total of 54 hypotheses. The high number of hypotheses was required to address a total of seven independent variables: primary home language, high school language of instruction, student's place of birth (Canada, Not-Canada), student's parents' place of birth (Both-born-in-Canada, Not-both-born-in-Canada), high school averages and English placement level (as a result of the College English Entry Test); and eleven dependent variables: number of English completed, number of English failed, whether all English were completed by the end of the 5th semester (yes, no), number of Humanities courses completed, number of Humanities courses failed, whether all the Humanities courses were completed by the end of the 5th semester (yes, no), the total number of English and Humanities courses left, and the students' assessments of their ability to speak, read and write in English. The data required to address the hypotheses were collected from two sources, from the students themselves and from the College. Fifth and sixth semester students from Building Engineering Systems, Computer and Digital Systems, Computer Science and Industrial Electronics Technology Programs were surveyed to collect personal information including family cultural and linguistic history and current language usages, high school language of instruction, perceived fluency in speaking, reading and writing in English and perceived difficulty in completing English and Humanities courses. The College was able to provide current academic information on each of the students, including copies of college program planners and transcripts, and high school transcripts for students who attended a high school in Quebec. Quantitative analyses were done on the data using the SPSS statistical analysis program. Of the fifty-four hypotheses analysed, in fourteen cases the results supported the research hypotheses, in the forty other cases the null hypotheses had to be accepted. One of the findings was that there was a strong significant association between a student's primary home language and place of birth and his or her perception of his or her ability to communicate in English (speak, read, and write) signifying that both students whose primary home language was not English and students who were not born in Canada, considered themselves, on average, to be weaker in these skills than did students whose primary home language was English. Although this finding was noteworthy, the two most significant findings were the association found between a student's English entry placement level and the number of English courses failed and the association between the parents' place of birth and the student's likelihood of succeeding in both his or her English and Humanities courses. According to the research results, the mean number of English courses failed, on average, by students placed in the lowest entry level of College English was significantly different from the number of English courses failed by students placed in any of the other entry level English courses. In this sample students who were placed in the lowest entry level of College English failed, on average, at least three times as many English courses as those placed in any of the other English entry level courses. These results are significant enough that they will be brought to the attention of the appropriate College administration. The results of this research also appeared to indicate that the most significant determining factor in a student's likelihood of completing his or her English and Humanities courses is his or her parents' place of birth (both-born-in-Canada or not-both-born-in-Canada). Students who had at least one parent who was not born in Canada, would, on average, fail a significantly higher number of English courses, be significantly more likely to still have at least one English course left to complete by the end of the 5th semester, fail a significantly higher number of Humanities courses, be significantly more likely to still have at least one Humanities course to complete by the end of the 5th semester and have significantly more combined English and Humanities courses to complete at the end of their 5th semester than students with both parents born in Canada. This strong association between students' parents' place of birth and their likelihood of succeeding in their English and Humanities courses within the three years of their program appears to indicate that acculturation may be a more significant factor than either language or high school averages, for which no significant association was found for any of the English and Humanities related dependent variables. Although the sample size for this research was only 60 students and more research needs to be conducted in this area, to see if these results are supported with other groups within the College, these results are still significant. If the College can identify, at admission, the students who will be more likely to have difficulty in completing their English and Humanities courses, the College will now have the opportunity to intercede during or before the first semester, and offer these students the support they require in order to increase their chances of success in their education, whether it be classes or courses designed to meet their specific needs, special mentoring, tutoring or other forms of support. With the necessary support, the identified students will have a greater opportunity of successfully completing their programs within the scheduled three years, while at the same time the College will have improved its capacity to meeting the needs of its students.