Дисертації з теми "Pathogenic variant"
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Röhrs, Susanne. "A neuraminidase-negative variant of highly pathogenic avian influenza virus H5N1." Diss., Ludwig-Maximilians-Universität München, 2014. http://nbn-resolving.de/urn:nbn:de:bvb:19-177974.
Повний текст джерелаCICCARESE, GIULIA. "GENOTYPE – PHENOTYPE CORRELATIONS IN CUTANEOUS MELANOMA PATIENTS CARRIER OF THE MITF p.E318K PATHOGENIC VARIANT." Doctoral thesis, Università degli studi di Genova, 2019. http://hdl.handle.net/11567/945094.
Повний текст джерелаAlmanza, Deanna J. "Medical Decision Making among Individuals with a Variant of Uncertain Significance in a Hereditary Cancer Gene and those with a CHEK2 Pathogenic Variant." Scholar Commons, 2019. https://scholarcommons.usf.edu/etd/7726.
Повний текст джерелаMondal, Shankar Prosad. "Molecular characterization of the features of antigenic and pathogenic variant strains of infectious bronchitis virus /." For electronic version search Digital dissertations database. Restricted to UC campuses. Access is free to UC campus dissertations, 2005. http://uclibs.org/PID/11984.
Повний текст джерелаDarmawan, Hariyanto. "Transport of a pathogenic bacterium and its non-pathogenic variant strain through a granular porous medium: from a simple system to a real system." Thesis, McGill University, 2011. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=104768.
Повний текст джерелаPour étudier la contamination d'eaux souterraines, l'efficacité d'adhésion de deux variétés d'E. coli O157:H7 – une pathogène et une autre non-pathogène – a été mesurée sur une gamme de force ionique dans deux systèmes granulaires : un système simple fait de sable de quartz propre et un système naturel de sol souterrain. Dans cette étude, la pertinence de la variété non-pathogène (E. coli O157:H7) comme substitut potentiel pour sa contrepartie fut étudiée. Les résultats suggèrent qu'il est très difficile de trouver un substitut approprié de la variété pathogène pour ce type d'études, car différents médias porreaux engendrent différentes efficacités d'adhésion de la variété substitut potentielle. Une tentative a aussi été faite de construire un système artificiel dans le labo qui imite le sol naturel, en enrobant le sable de quartz avec des acides humiques et par l'addition d'un composé d'argile.
Al-Saadi, Abdulwahid. "Phenotypic characterization and sequence analysis of pthA homologs from five pathogenic variant groups of Xanthomonas citri." [Gainesville, Fla.] : University of Florida, 2005. http://purl.fcla.edu/fcla/etd/UFE0011580.
Повний текст джерелаKvist, Alexander. "Identifying Pathogenic Amino Acid Substitutions in Human Proteins Using Deep Learning." Thesis, KTH, Skolan för kemi, bioteknologi och hälsa (CBH), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-233513.
Повний текст джерелаHASSAN, AMAL. "FROM PROTEIN STRUCTURE TO DRUG DESIGN (DISCOVERY): TARGETING THE ION CHANNEL ASIC1 AND A PATHOGENIC VARIANT OF HUMAN GELSOLIN." Doctoral thesis, Università degli Studi di Milano, 2019. http://hdl.handle.net/2434/629877.
Повний текст джерелаKnowledge of the three-dimensional structure of therapeutically relevant proteins paves the way for novel strategies in pharmacological research (such as the structure-based drug design (SBDD) method) and establishes the foundations for structural bioinformatics. In this context, during my PhD Thesis, two therapeutically relevant proteins have been studied. First, a membrane protein, Acid Sensing Ion Channel (ASIC) isoform 1, a validated target in neurodegenerative disorders, was selected. Previous studies showed that diminazene aceturate (DA) is a potent small-molecule inhibitor of ASIC channels. Here, several DA analogues were screened by molecular docking and the best binders were tested in cell-based assays to further assess their efficacy. In order to determine the inhibitory capability of the synthesized analogues in vitro on the purified protein, the expression of ASIC1 was undertaken, using different organisms of expression. The protein purification was performed in a high-throughput approach in order to recover enough protein for crystallization, with the final aim of studying the mechanism of action of DA analogs, and support the design of new, isoform-selective and brain-penetrant drugs. Secondly, the soluble protein Gelsolin (GSN), responsible for a familial degenerative disease (AGel amyloidosis) was studied. Aim of this project was to understand the impact of the D187N mutation on GSN structure and its propensity to aberrant aggregation and/or degradation. D187N GSN mutant was the first identified in man, but its crystal structure had until now eluded any characterization. Conversely, a nanobody (Nb11) was shown to protect GSN from aberrant proteolysis, but its mechanism of protection remained unclear. Here, the structure of the Nb11:D187N complex was solved at 1.9 Å resolution, enabling the characterization of the Nb11action mechanism. The structural data were complemented with biophysical and biochemical characterisations. These studies were then extended to two recently identified pathological variants of GSN (G167R and N184K).
Röhrs, Susanne [Verfasser], and Gerd [Akademischer Betreuer] Sutter. "A neuraminidase-negative variant of highly pathogenic avian influenza virus H5N1 : generation, characterization and use as a model for early onset of immunity / Susanne Röhrs. Betreuer: Gerd Sutter." München : Universitätsbibliothek der Ludwig-Maximilians-Universität, 2014. http://d-nb.info/1065610890/34.
Повний текст джерелаBryen, Samantha Jane. "Identification and molecular mechanisms of pathogenic splicing variants in neuromuscular disorders." Thesis, The University of Sydney, 2021. https://hdl.handle.net/2123/26955.
Повний текст джерелаRiera, Ribas Casandra. "Novel approaches in the identification of pathogenic variants in the clinical diagnosis." Doctoral thesis, Universitat Autònoma de Barcelona, 2016. http://hdl.handle.net/10803/399559.
Повний текст джерелаThe rapid growth experienced by next-generation sequencing techniques has fuelled the development of bioinformatic applications for the functional annotation and interpretation of the variants identified. In fact, the use of these tools is becoming increasingly popular, having been extended to the field of clinical diagnosis. However, the average success rate of these methods is around 80%, still well below the levels required for their independent use in diagnosis. In this thesis we address this problem with the goal of extending the accuracy of pathogenicity predictors and thus improve their applicability. We have approached this challenge from four different directions. First, we have identified the existence of an upper limit in the success rate of these tools and determined that the approach known as "protein-specific" is a good option to surpass this threshold. Second, we have applied this approximation to Fabry disease, developing a predictor that identifies causal variants with a success rate of 90-95%, comfortably competing with common methods (e.g. SIFT, PolyPhen-2, etc.). Thirdly, we have extended this approach to a set of 82 proteins, benchmarking the quality of the resulting protein-specific predictors against that of standard tools. Finally, we have proposed a new way to compare prediction methods, based on the cost. This approach implicitly considers both the disease and the associated treatments available. As a result, it constitutes a criterion for selecting predictors adapted to the clinical context.
Harvey, John Steven. "Metachromatic leukodystrophy : the role of non-pathogenic sequence variants in the causation of disease /." Title page, contents and abstract only, 1996. http://web4.library.adelaide.edu.au/theses/09PH/09phh341.pdf.
Повний текст джерелаVITALE, Alessandra Maria. "GENETIC NEUROCHAPERONOPATHIES ASSOCIATED WITH CCT5 AND HSP60 VARIANTS: ANALYSIS OF THEIR MOLECULAR ANATOMY AND POSSIBLE PATHOGENIC IMPLICATIONS." Doctoral thesis, Università degli Studi di Palermo, 2022. https://hdl.handle.net/10447/563680.
Повний текст джерелаPadilla, Sirera Natàlia. "Novel approaches for in silico identification of pathogenic variants in BRCA1 and BRCA2 hereditary breast and ovarian cancer predisposition genes." Doctoral thesis, Universitat Autònoma de Barcelona, 2020. http://hdl.handle.net/10803/670705.
Повний текст джерелаVariantes germinales en las proteínas BRCA1 y BRCA2 pueden alterar la función protectora de estas en el ADN, incrementando el riesgo de desarrollar cáncer de mama y ovario hereditario (HBOC). Identificación de aquellos individuos portadores de variantes patogénicas permite canalizarlos hacia programas específicos de prevención y vigilancia, aumentando sus tasas de supervivencia. Para ello, en primer lugar, es necesario identificar cuáles de las variantes son patogénicas. Desafortunadamente, no siempre hay suficiente información para llegar a una conclusión. En esta situación, los predictores de patogenicidad diseñados para estimar computacionalmente el daño causado por las variantes pueden proporcionar una valiosa información. En este trabajo presentamos una nueva familia de predictores de patogenicidad para BRCA1 y BRCA2. Estos predictores difieren en su objetivo: uno está entrenado para estimar el impacto molecular de las variantes en la función HDR de BRCA1 y BRCA2, y el otro está entrenado para estimar la significancia clínica de una variante, es decir, si su clasificación es patogénica o neutra. Sus rendimientos han sido probados y son comparables a los de los métodos ampliamente utilizados en el campo. Además, presentamos los predictores al desafío ENIGMA de la 5ª Evaluación Crítica de la Interpretación del Genoma (CAGI), encontrando que nuestros métodos, especialmente aquellos que estiman el impacto funcional de las variantes, se clasifican en las primeras posiciones en comparación con las otras herramientas. Para difundir esta familia de predictores a la comunidad científica, hemos construido el sitio web BRASS (https://www.biotoclin.org/BRASS), donde los usuarios pueden analizar sus variantes de BRCA1 y BRCA2 con cambio de sentido. Los usuarios más avanzados también pueden interpretar las predicciones utilizando una métrica de confiabilidad y varios gráficos que contextualizan su puntuación a la de un conjunto de variantes seleccionadas manualmente. De forma independiente, aplicamos nuestro conocimiento sobre los predictores de patogenicidad en un gran proyecto internacional para caracterizar un nuevo trastorno neurológico pediátrico causado por variantes patogénicas en la histona H3.3. Combinamos el uso de predictores patogénicos estándar con evidencia de análisis estructurales y cálculos biofísicos para proporcionar una visión mecanicista del impacto de las variantes causales.
Germline variants in BRCA1 and BRCA2 can disrupt the DNA protective role of these proteins resulting in an increased risk of developing hereditary breast and ovarian cancer (HBOC). Identification of those individuals carrying pathogenic variants will allow channeling them into specific programs of prevention and surveillance, incrementing their survival rates. For this purpose, first, it is necessary to identify which of the variants are pathogenic. Unfortunately, there is not always enough information to reach a conclusion. In this situation, pathogenicity predictors designed to computationally estimate the damage caused by variants, can provide valuable information. Here, we present a novel family of pathogenicity predictors for BRCA1 and BRCA2. These predictors differ in their objective: one is trained to estimate the molecular impact of variants on the HDR function of BRCA1 and BRCA2, and the other is trained to estimate the clinical significance of a variant, that is, whether it should be classified as pathogenic or neutral. Their performances have been tested and are comparable to those of widely used predictors in the field. Additionally, we presented them to the ENIGMA challenge from the 5th Critical Assessment of Genome Interpretation (CAGI), finding that our predictors, especially those estimating the functional impact of variants, ranked in the top positions compared to other tools. In order to disseminate this family of predictors to the scientific community, we have built the BRASS website (https://www.biotoclin.org/BRASS), where users can analyze their missense BRCA1 and BRCA2 variants. More advanced users can also interpret the predictions using a reliability metric and several plots contextualizing the score to that of a set of manually curated variants. Independently, we applied our knowledge about pathogenicity predictors in a large international effort to characterize a novel pediatric neurologic disorder caused by pathogenic variants in histone H3.3. We combined the use of standard pathogenic predictors with evidence from structural analyses and biophysical computations to provide a mechanistic view of the impact of the causative variants.
Baird, Denis Andrew. "Statistical and bioinformatics approaches for discovering pathogenic single nucleotide variants in idiopathic early on-set nephrotic syndrome using exome sequencing." Thesis, University of Bristol, 2017. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.723503.
Повний текст джерелаMatar, Suzan. "Characterization of staphylococcal small colony variants and their pathogenic role in biomaterial-related infections with special reference to Staphylococcus epidermidis." Thesis, University of Nottingham, 2004. http://eprints.nottingham.ac.uk/12135/.
Повний текст джерелаVanderwal, April. "Factors that Influence the Management Recommendations Breast Surgeons Provide to Women with Pathogenic Variants in Moderate Penetrance Breast Cancer Susceptibility Genes." University of Cincinnati / OhioLINK, 2020. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1592133660069865.
Повний текст джерелаFanelli, Antonella. "Screening of the SHOX gene in a large cohort of short stature italian patients. Identification of novel likely pathogenic variants through functional characterization." Doctoral thesis, Università del Piemonte Orientale, 2019. http://hdl.handle.net/11579/102444.
Повний текст джерелаHenderson, Melissa. "Patient-physician Dialogue Matters: Factors that Impact Medical Management Decisions among Women with Pathogenic Variants in Moderate-penetrance Genes Associated with Hereditary Breast Cancer." University of Cincinnati / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1554213725302437.
Повний текст джерелаSupinger, Rachel Christine. "Process Review of GJB6 Reflex Testing in Individuals with 0 or 1 GJB2 Pathogenic Variants and Non-Syndromic Hearing Loss." The Ohio State University, 2017. http://rave.ohiolink.edu/etdc/view?acc_num=osu1492470064058105.
Повний текст джерелаEgbers, Anna [Verfasser], and Stefan [Akademischer Betreuer] Kindler. "Das Fragile X Syndrom: Untersuchung des zellulären Interaktionsmusters der physiologischen und einer pathogenen FMRP-Variante / Anna Egbers ; Betreuer: Stefan Kindler." Hamburg : Staats- und Universitätsbibliothek Hamburg, 2017. http://d-nb.info/1128820382/34.
Повний текст джерелаKremer, Laura Sophie Verfasser], Thomas [Akademischer Betreuer] [Floß, Bernhard [Gutachter] Küster, Thomas [Gutachter] Floss, and Johannes [Gutachter] Mayr. "Discovery and validation of coding and non-coding pathogenic variants in mitochondrial disorders / Laura Sophie Kremer ; Gutachter: Bernhard Küster, Thomas Floss, Johannes Mayr ; Betreuer: Thomas Floss." München : Universitätsbibliothek der TU München, 2017. http://nbn-resolving.de/urn:nbn:de:bvb:91-diss-20171219-1364275-1-5.
Повний текст джерелаKremer, Laura Sophie [Verfasser], Thomas [Akademischer Betreuer] Floss, Bernhard [Gutachter] Küster, Thomas [Gutachter] Floss, and Johannes [Gutachter] Mayr. "Discovery and validation of coding and non-coding pathogenic variants in mitochondrial disorders / Laura Sophie Kremer ; Gutachter: Bernhard Küster, Thomas Floss, Johannes Mayr ; Betreuer: Thomas Floss." München : Universitätsbibliothek der TU München, 2017. http://d-nb.info/1152006525/34.
Повний текст джерелаLE, ROMANCER MARC. "La maladie des necroses annulaires superficielles des tubercules de la pomme de terre : identification et caracterisation de l'agent pathogene : le variant yntn du virus y de la pomme de terre." Rennes 1, 1993. http://www.theses.fr/1993REN10089.
Повний текст джерелаPestrak, Matthew James Pestrak. "Investigation of the Pseudomonas aeruginosa biofilm exopolysaccharide Psl and its role during infection." The Ohio State University, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=osu1543240479329587.
Повний текст джерелаSchüller, Anna Katharina [Verfasser]. "The glmS ribozyme is an antibacterial target : Mode of action analysis, investigation of potential metabolite analogs and characterization of glmS ribozyme variants of human pathogens / Anna Katharina Schüller." Bonn : Universitäts- und Landesbibliothek Bonn, 2018. http://d-nb.info/1161462201/34.
Повний текст джерелаGraf, Elisabeth [Verfasser], Hans-Rudolf [Akademischer Betreuer] Fries, Thomas [Gutachter] Meitinger, and Hans-Rudolf [Gutachter] Fries. "Etablierung und Anwendung der Exom-Sequenzierung und eines NGS-LIMS zur Identifikation seltener pathogener genetischer Varianten bei monogenen Erkrankungen / Elisabeth Graf ; Gutachter: Thomas Meitinger, Hans-Rudolf Fries ; Betreuer: Hans-Rudolf Fries." München : Universitätsbibliothek der TU München, 2019. http://d-nb.info/1190818701/34.
Повний текст джерелаJaber, Dana. "Identification et caractérisation d’un nouveau gène dont les mutations sont responsables d’Arthrogrypose Multiple Congénitale De Novo Mutations of SCN1Aare Responsible for Arthrogryposis Broadening the SCN1A– Related Phenotypes." Thesis, université Paris-Saclay, 2020. http://www.theses.fr/2020UPASL047.
Повний текст джерелаArthrogryposis multiplex congenita (AMC) is a rare disease characterized by the presence of multiple joint contractures at birth. AMC includes a large spectrum of diseases which result from variants in genes encoding components required for neuromuscular junctions, skeletal muscle, motor neurons, peripheral nerves or connective tissues. AMC may also result from central nervous involvement. Despite important progress in this field, many AMC patients remain genetically undiagnosed. Our project aimed at identifying novel genes in which variants can cause AMC. We identified pathogenic de novo dominant variants in SCN1A gene in three unrelated patients. SCN1A encodes Nav1.1 voltage-dependent sodium channel, a critical component of axon initial segment and nodes of Ranvier. We showed that SCN1A is expressed in both brain and spinal cord but not in skeletal muscle at a developmental stage similar to that of AMC observation and showed that AMC is caused by brain involvement.We showed that SCN1A variants are responsible for early onset motor defect leading to AMC indicating a critical role of SCN1A in prenatal motor development and broadening the phenotypic spectrum of variants in SCN1A (Jaber et al. in press). Altogether, our data enlarge the group of AMC linked to central nervous system involvement and caused by variants of genes encoding channels such as NALCN or CACNA1E
Hovhannisyan, Yeranuhi. "Modélisation cardiaque des myopathies myofibrillaires à l'aide de cellules souches pluripotentes induites pour explorer la pathogenèse cardiaque Polyacrylamide Hydrogels with Rigidity-Independent Surface Chemistry Show Limited Long-Term Maintenance of Pluripotency of Human Induced Pluripotent Stem Cells on Soft Substrates Modéliser la myopathie myofibrillaire pour élucider la pathogenèse cardiaque Synemin-related skeletal and cardiac myopathies: an overview of pathogenic variants Desmin prevents muscle wasting, exaggerated weakness and fragility, and fatigue in dystrophic mdx mouse Effects of the selective inhibition of proteasome caspase-like activity by CLi a derivative of nor-cerpegin in dystrophic mdx mice." Thesis, Sorbonne université, 2020. http://www.theses.fr/2020SORUS095.
Повний текст джерелаMyofibrillar Myopathy is a slowly progressive neuromuscular disease characterized by severe muscular disorders caused by mutations in the gene encoded cytoskeletal proteins. One of the genes described in connection with the development of MFM is DES. Mutations in the desmin gene lead to skeletal and cardiac muscles myopathies. However, the cardiac pathological consequences caused by them remain poorly understood. My objective is to create an in vitro human stem cell model of MFM to specifically investigate the role of patient-specific mutations in desmin on cardiac lineage development and function. To achieve that objective, in collaboration with Drs. Behin and K. Wahbi and Phenocell, we generate patient-specific iPSC from peripheral blood cells of the patient suffering severel form of desmin-deficient cardiomyopathy. The generated iPSC lines carrying DES gene mutations enable a powerful examination of the role of desmin mutation on cardiomyocyte specification and function. Bioenergetic, structural, and contractile function will be assessed in a single cell. In conclusion, it should be noted that desmin mutations lead to a disorganization of sarcomere structures in cardiomyocytes and to a perturbation of mitochondrial protein expression. This leads to a distortion of functions in the mitochondria. These data facilitate the understanding of the molecular pathway underlying the development of desmin-related myopathy. And the system we have created could also allow us to better evaluate the correlation between the desmin genotype and phenotype in terms of effect on the heart
Bacelar, Clara Gonçalves. "Renal manifestations in adults with mitochondrial disease from the mtDNA m.3243A>G pathogenic variant." Master's thesis, 2021. https://hdl.handle.net/10216/134352.
Повний текст джерелаMitochondrial diseases are a clinically and genetically heterogeneous group of disorders, that typically have a multisystemic involvement. The m.3243A>G pathogenic variant is the most frequent mitochondrial DNA defect, and it causes several different clinical syndromes, such as the mitochondrial encephalopathy, lactic acidosis, and stroke-like episodes (MELAS), and the maternally inherited diabetes and deafness (MIDD) syndromes. Not frequently reported, renal involvement in these diseases is probably underestimated, yet it represents an important aggravating factor in the morbidity of these patients. It generally manifests as subnephrotic proteinuria and progressive deterioration of kidney function. Adult presentation of mitochondrial diseases is hard to recognize, especially in oligosymptomatic patients or those with exclusive kidney involvement. However, suspicion should always arise when family history, particularly on the maternal side, and multisystemic symptoms, most often of the central nervous system and skeletal muscles, are present. Current treatment options for mitochondrial cytopathies are largely supportive. Genetic counselling is important in mitochondrial disorders, to provide patients with accurate information about prognosis, recurrence risk, and reproductive choices.
Bacelar, Clara Gonçalves. "Renal manifestations in adults with mitochondrial disease from the mtDNA m.3243A>G pathogenic variant." Dissertação, 2021. https://hdl.handle.net/10216/134352.
Повний текст джерелаMitochondrial diseases are a clinically and genetically heterogeneous group of disorders, that typically have a multisystemic involvement. The m.3243A>G pathogenic variant is the most frequent mitochondrial DNA defect, and it causes several different clinical syndromes, such as the mitochondrial encephalopathy, lactic acidosis, and stroke-like episodes (MELAS), and the maternally inherited diabetes and deafness (MIDD) syndromes. Not frequently reported, renal involvement in these diseases is probably underestimated, yet it represents an important aggravating factor in the morbidity of these patients. It generally manifests as subnephrotic proteinuria and progressive deterioration of kidney function. Adult presentation of mitochondrial diseases is hard to recognize, especially in oligosymptomatic patients or those with exclusive kidney involvement. However, suspicion should always arise when family history, particularly on the maternal side, and multisystemic symptoms, most often of the central nervous system and skeletal muscles, are present. Current treatment options for mitochondrial cytopathies are largely supportive. Genetic counselling is important in mitochondrial disorders, to provide patients with accurate information about prognosis, recurrence risk, and reproductive choices.
Perera, Needra Sheron. "Assessment of Missense Alterations in MLH1 and their Pathogenic Significance." Thesis, 2010. http://hdl.handle.net/1807/32048.
Повний текст джерелаDINDO, MIRCO. "Molecular analysis of the dimerization and aggregation processes of human alanine:glyoxylate aminotransferase and effect of mutations leading to Primary Hyperoxaluria Type I." Doctoral thesis, 2017. http://hdl.handle.net/11562/960999.
Повний текст джерелаPereira, Maria da Conceição Moutinho Pedroso. "Pathogenic variants in movement disorders: modifiers, interactors and disease models." Doctoral thesis, 2019. https://hdl.handle.net/10216/123074.
Повний текст джерелаPereira, Maria da Conceição Moutinho Pedroso. "Pathogenic variants in movement disorders: modifiers, interactors and disease models." Tese, 2019. https://hdl.handle.net/10216/123074.
Повний текст джерелаChuang, Kai-Wen, and 莊凱文. "Clustering Ensemble Based Imbalanced Learning for Predicting Pathogenic Non-coding Variants." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/n9y34b.
Повний текст джерела國立臺灣大學
生物產業機電工程學研究所
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With the help of Next Generation Sequencing (NGS) and whole-genome sequencing (WGS), many variants in the non-coding regions were found in the human genome, but the ensured pathogenic variants were only a minority. It is a challenge to find pathogenic variants from such a large number of non-coding variants. Recently, a method, HyperSMURF, was previously proposed to tackle this problem by using both sampling and over-sampling techniques to balance the data. Through reproducing the analytic results of HyperSMURF, we observed that this approach might generate samples that did not help with training in minority or reduced the samples that might benefit training in majority. In this regard, this study aims at presenting a machine learning framework, CE-SMURF. The CE-based (Clustering Ensemble-based) method is used to find the samples of the center in majority and the samples of the boundary in minority, and then use the resampling technique to balance the ratio of data. Moreover, in order to improve the learning performance, we used the ensemble method to build multiple models, and computed the final scores by averaging the probability of variants in each model. It is found that CE-SMURF can significantly improve the performance of the predicting non-coding pathogenic variants.
Cheng-YuLiao and 廖正宇. "Exome sequencing identifies pathogenic variants in the patients with severe combined immunodeficiency." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/44uakj.
Повний текст джерелаBastos, Hélder Novais. "Identification of human and pathogen molecular variants associated to tuberculosis heterogeneity." Doctoral thesis, 2017. http://hdl.handle.net/1822/50226.
Повний текст джерелаTuberculosis (TB) imposes high human and economic tolls. One of the most striking features of TB is the variability of infection outcomes, which has been classically attributed to environmental and host determinants. More recently, studies uncovering Mycobacterium tuberculosis complex (MTBC) genomic diversity have shown the potential importance of pathogen-related factors to the disease pathogenesis. We approached this question from different angles, by combining the study of the pathogen properties, the host immune response and the clinical features of TB, within a cohort of 681 culture-confirmed pulmonary TB (PTB) cases diagnosed at the Hospital de São João, a major healthcare center in Porto, Portugal, between 2007 and 2013. We started by developing a severity assessment tool for stratifying mortality risk in PTB patients. Five risk features were selected for the prediction model: hypoxemic respiratory failure (OR 4.7, 95% CI 2.8-7.9), age ≥50 years (OR 2.9, 95% CI 1.7-4.8), bilateral lung involvement (OR 2.5, 95% CI 1.4-4.4), ≥1 significant comorbidity – HIV infection, diabetes mellitus, liver failure or cirrhosis, congestive heart failure and chronic respiratory disease – (OR 2.3, 95% CI 1.3- 3.8), and hemoglobin <12 g/dL (OR 1.8, 95% CI 1.1-3.1). A TB risk assessment tool (TReAT) was developed, stratifying patients with low (score ≤2), moderate (score 3-5) and high (score ≥6) mortality risk. The mortality associated with each group was 2.9%, 22.9% and 53.9%, respectively. The model performed equally well in the validation cohort. After focusing on the host clinical prognostic predictors, in the second part of the project we assessed the impact of M. tuberculosis diversity on the disease clinical severity. We started by developing a clinical decision tree to classify the severity of the disease and by applying it to a selected group of 133 individuals that in our cohort did not present known predictor or precipitator TB factors. We found that, for this group of patients, no association existed between the severity of disease and the phylogeny of the infecting bacteria. We also found that M. tuberculosis isolates from patients with mild disease grew significantly slower, while strains associated to moderate outcome had a longer lag phase and reached the highest plateau, after a steep exponential phase. To gain in-depth knowledge of the genetic basis for differential mycobacterial growth, we performed whole genome sequencing analysis. We detected several single nucleotide polymorphisms (SNPs) in genes that were previously associated with growth suppression and identified novel gene candidates involved in membrane transport and biosynthetic pathways. Finally, in the third part of this work, we studied the architecture of the immune response triggered by the different isolates of M. tuberculosis. Sixteen clinical isolates associated with different clinical severity of TB were selected and used to infect peripheral blood mononuclear cells (PBMCs) from nontreated/ non-recent latent TB infected (LTBI) donors or past/cured TB patients. Independently of the host genetics, we identified two distinct groups of M. tuberculosis isolates: high versus low inflammatory triggers. Furthermore, we report that PBMCs from past TB patients produced less IL-1β than those from LTBI participants in response to a variety of isolates, whereas the opposite was observed for IL-1RA. LTBI subjects elicited responses with significantly higher IL- 1β/IL-1RA ratios than those from TB patients, thus suggesting this ratio as a discriminator of risk for latent to active TB progression. Overall, we provide a new clinical prediction rule for the risk of death in TB patients and propose a new classification tree for TB severity. On the pathogen side, we unveiled the differential growth of clinical isolates associated with moderate outcomes of TB as a distinctive feature. On the host side, we suggest the ratio IL-1β/IL-1RA as a possible biomarker of disease resistance versus susceptibility to TB. Our findings present new platforms for active and latent TB management and open new avenues for basic research, to unveil host and pathogen determinants of TB outcomes.
A tuberculose (TB) continua a impor elevados custos económicos e humanos. Uma das características mais notáveis da TB é a variabilidade de resultados da infeção, que tem sido classicamente atribuída a determinantes ambientais e do hospedeiro. Trabalhos mais recentes estudaram a diversidade genómica do Mycobacterium tuberculosis complex (MTBC) e revelaram o potencial impacto dos fatores da bactéria na patogénese da TB. Esta questão foi abordada por diferentes ângulos, combinando o estudo das propriedades do patogénio, a resposta imune do hospedeiro e as características clínicas de TB, a partir de uma coorte de 681 casos de TB pulmonar confirmados por cultura, diagnosticados no Hospital de São João, um centro clínico de excelência do Porto, Portugal, entre 2007 e 2013. Começámos por desenvolver uma ferramenta de avaliação de gravidade clínica para estratificar o risco de mortalidade de doentes com TB pulmonar. Cinco fatores de risco foram selecionados para o modelo de predição: insuficiência respiratória hipoxémica (OR 4.7, 95% CI 2.8-7.9), idade ≥50 anos (OR 2.9, 95% CI 1.7-4.8), envolvimento pulmonar bilateral (OR 2.5, 95% CI 1.4-4.4), ≥1 comorbilidade significativa – infeção HIV, diabetes mellitus, insuficiência hepática ou cirrose, insuficiência cardíaca congestiva e doença respiratória crónica – (OR 2.3, 95% CI 1.3-3.8), e hemoglobina <12 g/dL (OR 1.8, 95% CI 1.1-3.1). Desenvolveu-se a tuberculosis risk assessment tool (TReAT), estratificando doentes com baixo (pontuação ≤2), moderado (pontuação 3-5) e alto (pontuação ≥6) risco de mortalidade. A mortalidade em cada grupo foi de 2.9%, 22.9% e 53.9%, respetivamente. O modelo manteve um bom desempenho na coorte de validação. Após nos termos focado nos preditores clínicos de prognóstico do hospedeiro, na segunda parte do projeto quisemos analisar o impacto da diversidade de M. tuberculosis na gravidade da doença. Desenvolvemos uma árvore de decisão clínica para classificar a gravidade da doença e aplicámo-la a um grupo selecionado de 133 doentes que na nossa coorte não apresentavam fatores preditores ou precipitantes conhecidos de TB. Neste grupo não se verificou uma associação entre a gravidade clínica e a filogenia da bactéria infetante. Porém, mostrámos que os isolados de M. tuberculosis de indivíduos com doença ligeira crescem de forma significativamente mais lenta, enquanto que as estirpes associadas com TB moderada apresentam uma fase lag mais longa e atingem um patamar mais elevado, após uma fase uma íngreme fase exponencial. Para conhecer em detalhe as bases genéticas do crescimento micobacteriano, realizámos uma análise de sequenciação genómica. Detetaram-se diversos single nucleotide polymorphisms (SNPs) em genes que previamente tinham sido associados com a supressão de crescimento e identificámos novos genes candidatos envolvidos no transporte de membrana e em vias biossintéticas. Finalmente, na terceira parte do trabalho, estudámos a arquitetura da resposta imune desencadeada por diferentes estirpes de M. tuberculosis. Dezasseis isolados clínicos associados a diferentes gravidades clínicas de TB foram selecionados e usados para infetar células mononucleares do sangue periférico (PBMCs) de dadores com infeção latente não recente e não tratada ou de doentes com TB passada/curada. Independentemente da genética do hospedeiro, identificámos dois grupos distintos de isolados de M. tuberculosis muito e pouco inflamatórias. Além disso, mostrámos que PBMCs de doentes com TB passada produzem menos IL-1β em resposta a uma variedade de isolados, enquanto o oposto se verificou para IL-1RA. Dadores com infeção latente apresentaram respostas com razão IL-1β/IL-1RA significativamente mais elevada. Em suma, propomos uma nova regra de predição clínica para o risco de mortalidade por TB e uma nova árvore de classificação de gravidade da doença. Na vertente do patogénio, desvendámos um perfil de crescimento distinto dos isolados clínicos associados com TB moderada. Na vertente do hospedeiro, os nossos resultados sugerem que a razão IL-1β/IL-1RA poderá ser um biomarcador de resistência versus suscetibilidade para TB. Estes dados fornecem novas plataformas para a investigação básica dos determinantes do hospedeiro e patogénio na heterogeneidade da TB.
The work presented in this dissertation was performed in the Microbiology and Infection Research Domain of the Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal (ICVS/3B’s – PT Government Associate Laboratory, Braga/Guimarães, Portugal); in Centro Hospitalar São João, Porto, Portugal; and at the Institute for Molecular and Cell Biology (IBMC), University of Porto, Portugal. The financial support was provided by Fundação Amélia de Mello/José de Mello Saúde, Sociedade Portuguesa de Pneumologia (SPP) and by a Research Grant from the European Society for Clinical and Infectious Diseases (ESCMID). The study was cofunded by Programa Operacional Regional do Norte (ON.2 – O Novo Norte), Quadro de Referência Estratégico Nacional (QREN), through the Fundo Europeu de Desenvolvimento Regional (FEDER).
Davison, Kenneth Mark. "Pathogenic mutations and novel variants in MLH1 and MSH2 in a South African colon cancer cohort." Thesis, 2013. http://hdl.handle.net/10539/12571.
Повний текст джерелаCardoso, Ana Rita Pereira. "Influence of repetitive elements on pathogenic copy number variants (CNVs) associated with X-Linked Intellectual Disability (XLID)." Master's thesis, 2016. https://repositorio-aberto.up.pt/handle/10216/95132.
Повний текст джерелаCardoso, Ana Rita Pereira. "Influence of repetitive elements on pathogenic copy number variants (CNVs) associated with X-Linked Intellectual Disability (XLID)." Dissertação, 2016. https://repositorio-aberto.up.pt/handle/10216/95132.
Повний текст джерела