Dissertations / Theses on the topic 'High resolution mass spectrometry (HRMS)'
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Kamleh, Muhammad Anas. "The combination of hydrophilic interaction liquid chromatography and high resolution mass spectrometry (HILIC-HRMS) : optimisation and application in pharmaceutical analysis." Thesis, University of Strathclyde, 2010. http://oleg.lib.strath.ac.uk:80/R/?func=dbin-jump-full&object_id=22731.
Full textChaker, Jade. "Développements analytiques pour la caractérisation non-ciblée et par profilage de suspects de l’exposome chimique dans le plasma et le sérum humain par LC-ESI-HRMS : optimisation et implémentation d’un workflow haut débit pour l’identification de nouveaux biomarqueurs d’exposition dans le plasma et le sérum sanguins." Electronic Thesis or Diss., Rennes, École des hautes études en santé publique, 2022. http://www.theses.fr/2022HESP0002.
Full textChronic exposure to complex mixtures of chemical contaminants (xenobiotics) is suspected to contribute to the onset of chronic diseases. The technological advances high-resolution mass spectrometry (HRMS), as well as the concept of exposome, have set the stage for the development of new non-targeted methods to characterize human exposure to xenobiotics without a priori. These innovative approaches may therefore allow changing scale to identify chemical risk factors in epidemiological studies. However, non-targeted approaches are still subject to a number of barriers, partly linked to the presence of these xenobiotics at trace levels in biological matrices. An optimization of every analytical (i.e. sample preparation) and bioinformatical (i.e. data processing, annotation) step of the workflow is thus required. The main objective of this work is to implement an HRMS-based non-targeted workflow applicable to epidemiological studies, to provide an operational solution to characterize the internal chemical exposome at a large scale. The undertaken developments allowed proposing a simple sample preparation workflow based on two complementary methods to expand the visible chemical space (up to 80% of features specific to one method). The optimization of various data processing tools, performed for the first time in an exposomics context, allowed demonstrating the necessity to adjust key parameters to accurately detect xenobiotics. Moreover, the development of a software to automatize suspect screening approaches using MS1 predictors, and of algorithms to compute confidence indices, allowed efficiently prioritizing features for manual curation. A large-scale application of this optimized workflow on 125 serum samples from the Pélagie cohort allowed demonstrating the robustness and sensitivity of this new workflow, and enriching the documented chemical exposome with the uncovering of new biomarkers of exposure
Planinc, Ana. "Detection of changes in n-glycosylation profiles of therapeutic glycoproteins using LC-MS." Doctoral thesis, Universite Libre de Bruxelles, 2016. https://dipot.ulb.ac.be/dspace/bitstream/2013/241427/4/Table.pdf.
Full textDoctorat en Sciences
info:eu-repo/semantics/nonPublished
Cece, Esra Nurten 1984. "Metabolite identification in drug discovery : from data to information and from information to knowledge." Doctoral thesis, Universitat Pompeu Fabra, 2017. http://hdl.handle.net/10803/403648.
Full textLos estudios de metabolismo de fármacos ofrecen la oportunidad de mejorar las propiedades metabólicas de nuevos fármacos. Los objetivos generales de los estudios de metabolismo de fármacos son: (1.) optimizar las propiedades farmacocinéticas de los fármacos candidatos, (2.) caracterizar la contribución de las enzimas polimórficas a la elimicación y (3.) apoyar la selección de fármacos seguros con respecto a los potenciales bioactivación. El objetivo final en los ensayos de metabolismo de fármacos es traducir los datos analíticos para construir conocimiento final. Mediante la aportación de esta traducción, los científicos que trabajan en metabolismo pueden racionalizar cómo las estructuras de los nuevos compuestos de fármacos podrían ser cambiadas y cómo las vías metabólicas podrían ser mejor entendidaa. Las técnicas analíticas, como la espectrometría de masas de alta resolución (HRMS), han progresado y ahora es posible generar grandes volúmenes de datos a través de ensayos masivos (HTS) en laboratorios de metabolismo de fármacos. Sin embargo, la transformación de estos datos a información y la información a conocimiento es insuficiente. Es necesario un estudio en profundidad de los datos para ayudar a la generación de resultados de alta calidad que sean consistentes con los experimentos. Para este propósito, las soluciones innovadoras de software pueden ser utilizados con el objetivo de procesar los datos analíticos. A este respecto, mediante la aplicación de datos estandarizados y totalmente automatizados herramientas de evaluación, es posible (1.) permitir el análisis de datos completos, (2.) acelerar el manejo de información basada en la estructura, (3.) eliminar el error humano y finalmente (4.) mejorar las características químicas de las moléculas en términos de sus propiedades metabólicas. La investigación de esta tesis tuvo el objetivo que utilizar una novedoso y automatizado “sistema de trabajo” dentro HRMS para identificar los metabolitos de compuestos así como sus estructuras. Los resultados finales se confirmaron que se pueden utilizar herramientas de software para convertir los datos en información de HRMS, necesario para la construcción del conocimiento útil en el metabolismo de fármacos
Schuhmann, Kai. "Shotgun lipidomics of metabolic disorders by high resolution mass spectrometry." Doctoral thesis, Saechsische Landesbibliothek- Staats- und Universitaetsbibliothek Dresden, 2012. http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-101305.
Full textAlbratty, Mohammed Mofareh. "Metabonomic analysis of Drosophila mutants using high resolution mass spectrometry." Thesis, University of Strathclyde, 2013. http://oleg.lib.strath.ac.uk:80/R/?func=dbin-jump-full&object_id=18695.
Full textGellein, Kristin. "High resolution inductively coupled plasma mass spectrometry: Some applications in biomedicine." Doctoral thesis, Norwegian University of Science and Technology, Department of Chemistry, 2008. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-2233.
Full textEven though trace elements are present at minute amounts in the human body, they have a considerable impact on human health, either as essential elements in biochemical functions indispensable for life, or on the contrary, interfering with vital processes. Knowledge of the optimal concentrations of trace elements in the human body is therefore of great importance. Since the first systematic determinations of trace elements in human body fluids started in the 1940s there has been an incredible development in analytical instrumentation. The objective of this thesis is to demonstrate successful applications of HR-ICP-MS (high resolution inductively coupled plasma mass spectrometry) in biomedicine.
Research on trace elements in humans is challenging because of very low levels and many different types of matrices. The first important issue regarding trace element analysis is sampling and sample storage. It is essential to control all possible sources of contamination and other factors that can influence the concentrations. Preservation of biological samples is often required, and effects of the frequently used preservation and storage of biological tissue in formalin have been examined in this work. The concentrations of 20 trace elements were determined in formalin where brain samples had been stored at different time intervals ranging from few weeks to several years. The results show that storage of biological tissue in formalin may result in losses of trace elements from the tissue to the formalin, and that the leakage is time-dependent. This emphasizes the importance of controlling all steps from sample collection to analysis.
With its low detection limits, high resolution and multielement capability, HR-ICP-MS offers a considerable potential for further understanding the role of trace elements in biological material. These features were used to develop a method to study protein-bound metals in cerebrospinal fluid (CSF). CSF samples from eight healthy persons were separated by size exclusion HPLC and the resulting fractions were analyzed using HR-ICPMS. The major challenge in this work was the very low concentrations as only 100 μl CSF was injected to the column resulting in 35 fractions of 0.75 ml. It was possible to determine more than 10 elements of clinical interest in the CSF fractions and the method provides an opportunity to study MT and other metal binding proteins in CSF.
Further, the potential to study exposure and intake of trace elements by HRICP- MS was explored by analyzing hair strands of five occupationally unexposed subjects. The trace element profiles of single hair strands were determined by analyzing 1 cm long segments. The challenge in this study was again the extremely small sample size, as the samples had an average weight of 0.05 mg. It was possible however to obtain results for 12 elements in these minute samples and valuable information about intake and exposure for Hg, Se and Sr was obtained.
HR-ICP-MS has the potential to be an excellent tool for obtaining information about disease development and progress. A rare and relatively unexplored neurodegenerative disease (Skogholt’s disease) was studied. The trace element concentrations in whole blood, plasma and CSF were determined in Skogholt patients, multiple sclerosis patients and controls. Increased levels of Cu, Fe, Zn, Se and S in CSF were found in CSF from Skogholt patients. These increased levels were not reflected in blood, and it is quite obvious that the increased levels are not caused by increased environmental exposure. The results suggest that the increased levels of these elements in CSF are due to a leakage of metal binding proteins from blood to the CSF.
Trace elements have been implicated in the development of Parkinson’s disease (PD), and a study was performed on trace elements in serum from Parkinson patients collected in 1995-97, 4-12 years before they were diagnosed with the disease. New samples from more than half of these patients were collected in 2007. No significant differences were found between preclinical levels and controls, except for a lower level of Hg in the patient group. However, when trace element serum levels in patients from before and after they were diagnosed were compared, significant differences for several elements were found. This suggests that trace element imbalances found in PD patients may be a result of disease development rather than a causal factor.
HR-ICP-MS offers a considerable potential for further understanding the role of trace elements in humans. Biological material is often available for analysis only in small amounts. HR-ICP-MS gives the opportunity of simultaneous quantification of many trace elements even in very small samples and with very low detection limits. This promotes new research in the field of trace elements in biological material. HR-ICP-MS also reduces the time and cost per analysis and broadens the amount of information available from a single specimen.
Paper II,III and V are reprinted with kind permission from Elsevier, sciencedirect.com
Klapa, Maria I. "High resolution metabolic flux determination using stable isotopes and mass spectrometry." Thesis, Massachusetts Institute of Technology, 2001. http://hdl.handle.net/1721.1/8203.
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Cellular physiology is a combination of many different functions that have to be accurately probed individually and then precisely correlated to each other, in order to reveal the language used by the cell to communicate changes from the environment to gene expression and vice versa. Genes are transcribed to proteins, which catalyze metabolic pathways, whose activity may in return affect gene expression. DNA microarrays allowed the measurement of the full gene expression profile under a particular set of environmental conditions and genetic backgrounds. To understand, however, the correlation between gene expression and the actual metabolic state of the cell, the latter needs to be also determined with high accuracy. This requires that a comprehensive set of variables is defined to describe metabolic activity and reliable methodologies are developed for the accurate determination of such variables. Defining flux as the rate at which material is processed through a metabolic pathway, the fluxes of a metabolic bioreaction network can be employed to provide an overall measure of metabolic activity. A complete and accurate flux map is the phenotypic equivalent of the gene expression profile. In addition, metabolic fluxes, and especially their changes in response to genetic or environmental perturbations, provide insightful information about the distribution of kinetic and regulatory controls in metabolism.
(cont.) In this context, my Ph.D. thesis focused in the development of methods for high-resolution metabolic flux determination using stable isotopes, mass spectrometry and bioreaction network analysis. Metabolic fluxes cannot be measured directly, but they are rather estimated from measurements of extracellular metabolite consumption and production rates along with data of isotopic-tracer distribution at various network metabolites after the introduction of labeled substrates. This indirect estimation is possible because the unknown fluxes are mapped into the measurements through mass and isotopomer balances. I applied observability analysis techniques into metabolic systems to determine which is the maximum resolution of the in vivo metabolic flux network that can be obtained from potential or provided experimental data. My research focused primarily in examining whether mass spectrometric measurements can be used as sensors of the metabolic fluxes. An experimental protocol for the acquisition of mass spectrometric measuremets of biomass hydrolysates using GC-(ion-trap) MS was developed. Finally, the developed computational and experimental methodology for flux quantification was applied in the elucidation of lysine biosynthesis flux network of Corynebacterium glutamicum under glucose limitation.
by Maria Ioanni Klapa.
Ph.D.
Rummel, Julia Diane Laney. "Direct Analysis in Real Time ionization for high-resolution mass spectrometry." [Gainesville, Fla.] : University of Florida, 2009. http://purl.fcla.edu/fcla/etd/UFE0041066.
Full textRaptakis, Emmanuel N. "High resolution, high sensitivity tandem mass spectrometry of macromolecules using time-of-flight techniques." Thesis, University of Warwick, 1996. http://wrap.warwick.ac.uk/110843/.
Full textBristow, Anthony Walter Thomas. "Laser desorption and high resolution studies in quadrupole ion trap mass spectrometry." Thesis, Nottingham Trent University, 1996. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.336973.
Full textLi, Huilin. "Studies of protein post-translational modifications using high resolution tandem mass spectrometry." Thesis, University of Warwick, 2012. http://wrap.warwick.ac.uk/54993/.
Full textKim, Hyun Sik. "High performance fourier transform mass spectrometry : soft ionization methods and resolution enhancement /." The Ohio State University, 1994. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487859879937953.
Full textCastro, Waleska. "Elemental Analysis of Biological Matrices by Laser Ablation High Resolution Inductively Coupled Plasma Mass Spectrometry (LA-HR-ICP-MS) and High Resolution Inductively Coupled Plasma Mass Spectrometry (HR-ICP-MS)." FIU Digital Commons, 2008. http://digitalcommons.fiu.edu/etd/185.
Full textTang, Yue tang. "Non-Integer Root Transformations for Preprocessing Nano-Electrospray Ionization High Resolution Mass Spectra for the Classification of Cannabis." Ohio University / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=ohiou1534221170873289.
Full textSmart, K. E. "High resolution secondary ion mass spectrometry analysis of trace metals in biological materials." Thesis, University of Oxford, 2007. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.442655.
Full textAlbassam, Osamah M. "Using high resolution mass spectrometry to profile impurities in drugs from different sources." Thesis, University of Strathclyde, 2017. http://digitool.lib.strath.ac.uk:80/R/?func=dbin-jump-full&object_id=28666.
Full textAboulmagd, Khodier Sarah. "Analysis of Lipids in Kidney Tissue Using High Resolution MALDI Mass Spectrometry Imaging." Doctoral thesis, Humboldt-Universität zu Berlin, 2018. http://dx.doi.org/10.18452/19443.
Full textMass spectrometry imaging is indispensable for studying the spatial distribution of molecules within a diverse range of biological samples. Since its introduction, MALDI has become a dominant imaging method, which proved useful to sort out the complexity of lipid structures in biological tissues. The role of cisplatin in the treatment of human malignancies is well-established. However, nephrotoxicity is a limiting side effect that involves an acute injury of the proximal tubule and alterations in the renal lipid profile. This evolved the motivation to study the spatial distribution of lipids in the kidney tissue of cisplatin-treated rats to shed light on the lipid signaling pathways involved. A method for mapping of lipid distributions in kidney sections using MALDI-LTQ-Orbitrap was developed, utilizing the high performance of orbitrap detection. The distribution of kidney lipids in cisplatin-treated samples revealed clear differences with respect to control group, which could be correlated to the proximal tubule injury. The findings highlight the usefulness of MALDI MSI as complementary tool for clinical diagnostics. Furthermore, assessment of the ion images of lipids in cisplatin-treated kidney mostly considered qualitative aspects. Relative quantitative comparisons were limited by the variable influence of experimental and instrumental conditions. Hence, the necessity developed to establish a normalization method allowing comparison of lipid intensity in MALDI imaging measurements of different samples. The method employed an inkjet printer to apply a mixture of the MALDI matrix and dual lipid-metal internal standards. Using ICP-MS, the metal internal standard allowed to confirm the consistency of the matrix and internal standards application. Applying the method to normalize ion intensities of kidney lipids demonstrated excellent image correction and successfully enabled relative quantitative comparison of lipid images in control and cisplatin-treated samples.
Verkh, Yaroslav. "Characterization of dissolved organic matter in wastewater using liquid chromatography-high resolution mass spectrometry." Doctoral thesis, Universitat de Girona, 2019. http://hdl.handle.net/10803/667411.
Full textEl destino de los microcontaminantes en el tratamiento de aguas residuales ha ido ga-nando atención debido al impacto ecológico y toxicológico de estas sustancias en la salud humana. Adicionalmente a los productos químicos peligrosos individuales, las mezclas de sustancias como las que ocurren en la materia orgánica disuelta (MOD) en las aguas residuales, pueden producir efectos de toxicidad sinérgicos. Sin embargo, el gran número de compuestos naturales y antropogénicos, así como sus productos de transformación de tratamiento (PTs) provocan que el seguimiento de los compuestos individuales sea casi imposible, exigiendo nuevas estrategias para realizar un segui-miento eficaz de transformaciones MOD. Esta tesis describe un método desarrollado y probado para rastrear transformaciones de MOD en aguas residuales, utilizando un análisis no dirigido de cromatografía de líquidos y espectrometría de masas de alta resolución (LC-MS). Potencialmente, el análisis prioriza la detección de compuestos antropogénicos
Myton, David Michael. "Development and Applications of High Resolution Kinetic Atmospheric Pressure Ionization Mass Spectrometry in Atmospheric Chemistry." PDXScholar, 1991. https://pdxscholar.library.pdx.edu/open_access_etds/1209.
Full textPervukhin, Anton. "Molecular formula identification using high resolution mass spectrometry algorithms and applications in metabolomics and proteomics /." kostenfrei, 2009. http://d-nb.info/1001408578/34.
Full textMoore, Katie Louise. "High resolution secondary ion mass spectrometry analysis of trace elements in cereal grain and roots." Thesis, University of Oxford, 2011. http://ora.ox.ac.uk/objects/uuid:ab4f4a19-baca-48a7-af54-b9c5d87f3b7a.
Full textWang, Kai [Verfasser]. "Chemical characterization of organic aerosol from Chinese cities using high resolution mass spectrometry / Kai Wang." Mainz : Universitätsbibliothek Mainz, 2019. http://d-nb.info/1201829089/34.
Full textMathieson, Jennifer Sharon. "Probing the self assembly, reactivity and structure of supramolecular architectures using high resolution mass spectrometry." Thesis, University of Glasgow, 2011. http://theses.gla.ac.uk/2693/.
Full textJiang, Haibo. "Exploiting stable isotope imaging with high resolution secondary ion mass spectrometry for applications in biology." Thesis, University of Oxford, 2014. http://ora.ox.ac.uk/objects/uuid:15456362-6022-41e1-b78d-1127d6d172b0.
Full textWang, Mingda. "New and improved ion traps for high resolution Fourier transform ion cyclotron resonance mass spectrometry /." The Ohio State University, 1990. http://rave.ohiolink.edu/etdc/view?acc_num=osu1487681788254101.
Full textKawashima, Masahiro. "High-resolution imaging mass spectrometry reveals detailed spatial distribution of phosphatidylinositols in human breast cancer." Kyoto University, 2014. http://hdl.handle.net/2433/188666.
Full textSeither, Joshua Zolton. "Application of High Resolution Mass Spectrometry for the Screening and Confirmation of Novel Psychoactive Substances." FIU Digital Commons, 2018. https://digitalcommons.fiu.edu/etd/3823.
Full textOfori, Hayford. "Characterisation of sandalwood essential oils using high performance thin-layer chromatography and high resolution gas chromatography mass spectrometry." Thesis, Edith Cowan University, Research Online, Perth, Western Australia, 2020. https://ro.ecu.edu.au/theses/2326.
Full textHuang, Fan. "APPLICATION OF HIGH-RESOLUTION ACCURATE MASS (HRAM) MASS SPECTROMETRY FOR ANALYSIS OF LIGNIN MODEL COMPOUNDS AND THE POST-PRETREATMENT PRODUCTS." UKnowledge, 2017. http://uknowledge.uky.edu/chemistry_etds/74.
Full textAiken, Allison Carol. "Quantitative chemical analysis of ambient organic aerosols using high-resolution time-of-flight aerosol mass spectrometry." Connect to online resource, 2008. http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqdiss&rft_dat=xri:pqdiss:3337069.
Full textPereira, Kelly Louise. "Investigation of high resolution mass spectrometry to study the formation and evolution of secondary organic aerosol." Thesis, University of York, 2014. http://etheses.whiterose.ac.uk/8285/.
Full textHertzog, Jasmine. "High resolution mass spectrometry for molecular characterization of bio-oils produced by pyrolysis of lignocellulosic biomass." Thesis, Université de Lorraine, 2017. http://www.theses.fr/2017LORR0180/document.
Full textThe products of lignocellulosic biomass pyrolysis are potential sources of renewable materials such as bio-fuels, biochars, and chemicals. However, their ready-to-use capacity is limited by their high chemical complexity and their high oxygen content. Therefore, they have to be upgraded by different treatments such as deoxygenation and/or cracking. In order to assess the most suited upgrading process, it is necessary to obtain an extensive composition description of the raw pyrolysis products. The works carried out during this PhD thesis are dealing with the development of though analytical methods to reach the most detailed composition description of bio-oils. This study was performed by Fourier transform ion cyclotron resonance mass spectrometry (FT-ICR MS) using different ionization sources. The electrospray ionization (ESI), in controlled-conditions, ensures to ionize the cellulose and the hemicellulose derived compounds as well as the lipids and the lignin derivatives. The atmospheric pressure photoionisation (APPI) and the laser desorption/ionization (LDI) allow specifically to detect more unsaturated pyrolytic lignin species. The combination of the different results ensures to obtain an extensive bio-oil description. The established methodology was applied to raw and upgraded (catalytic deoxygenation/cracking treatment on different zeolites) bio-oils. The ESI FT-ICR MS measurements evidenced the selectivity of the used catalysts on sugaric compounds whereas the APPI and LDI highlighted the nature of the resulting compounds which are less oxygenated and produced, for a part of them, by catalytic cracking
Nambiar, Shabarinath. "Unravelling the Lipidome of Idiopathic Pulmonary Fibrosis and its Spatial Distribution using High Resolution Mass Spectrometry." Thesis, Nambiar, Shabarinath (2018) Unravelling the Lipidome of Idiopathic Pulmonary Fibrosis and its Spatial Distribution using High Resolution Mass Spectrometry. PhD thesis, Murdoch University, 2018. https://researchrepository.murdoch.edu.au/id/eprint/43984/.
Full textWink, Carina S. D. Verfasser], and Hans H. [Akademischer Betreuer] [Maurer. "1,2-diphenylethylamine designer drugs metabolism studies and toxicological analysis using gas chromatography-mass spectrometry and liquid chromatography-mass spectrometry coupled to low and high resolution-mass spectrometry / Carina S. D. Wink. Betreuer: Hans H. Maurer." Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2016. http://d-nb.info/1104733323/34.
Full textSievers-Engler, Adrian [Verfasser], and Michael [Akademischer Betreuer] Lämmerhofer. "High resolution quadrupole time of flight mass spectrometry in pharmaceutical bioanalysis / Adrian Sievers-Engler ; Betreuer: Michael Lämmerhofer." Tübingen : Universitätsbibliothek Tübingen, 2020. http://d-nb.info/1207831417/34.
Full textBlackburn, John William Teasdale. "High-resolution Fourier transform ion cyclotron resonance mass spectrometry and nuclear magnetic resonance spectroscopy of humic substances." Thesis, University of Edinburgh, 2018. http://hdl.handle.net/1842/31149.
Full textMurch, Sarah Louise. "The role of liquid chromatography-high resolution mass spectrometry in the diagnosis and treatment of substance misuse." Thesis, King's College London (University of London), 2018. https://kclpure.kcl.ac.uk/portal/en/theses/the-role-of-liquid-chromatographyhigh-resolution-mass-spectrometry-in-the-diagnosis-and-treatment-of-substance-misuse(e155a5b7-6155-4416-9516-6ea54e048a3b).html.
Full textRocha, Cláudia Manuela Mesquita da. "Metabolic signature of lung cancer: a metabolomic study of human tissues and biofluids." Doctoral thesis, Universidade de Aveiro, 2015. http://hdl.handle.net/10773/13957.
Full textThis thesis reports the application of metabolomics to human tissues and biofluids (blood plasma and urine) to unveil the metabolic signature of primary lung cancer. In Chapter 1, a brief introduction on lung cancer epidemiology and pathogenesis, together with a review of the main metabolic dysregulations known to be associated with cancer, is presented. The metabolomics approach is also described, addressing the analytical and statistical methods employed, as well as the current state of the art on its application to clinical lung cancer studies. Chapter 2 provides the experimental details of this work, in regard to the subjects enrolled, sample collection and analysis, and data processing. In Chapter 3, the metabolic characterization of intact lung tissues (from 56 patients) by proton High Resolution Magic Angle Spinning (HRMAS) Nuclear Magnetic Resonance (NMR) spectroscopy is described. After careful assessment of acquisition conditions and thorough spectral assignment (over 50 metabolites identified), the metabolic profiles of tumour and adjacent control tissues were compared through multivariate analysis. The two tissue classes could be discriminated with 97% accuracy, with 13 metabolites significantly accounting for this discrimination: glucose and acetate (depleted in tumours), together with lactate, alanine, glutamate, GSH, taurine, creatine, phosphocholine, glycerophosphocholine, phosphoethanolamine, uracil nucleotides and peptides (increased in tumours). Some of these variations corroborated typical features of cancer metabolism (e.g., upregulated glycolysis and glutaminolysis), while others suggested less known pathways (e.g., antioxidant protection, protein degradation) to play important roles. Another major and novel finding described in this chapter was the dependence of this metabolic signature on tumour histological subtype. While main alterations in adenocarcinomas (AdC) related to phospholipid and protein metabolisms, squamous cell carcinomas (SqCC) were found to have stronger glycolytic and glutaminolytic profiles, making it possible to build a valid classification model to discriminate these two subtypes. Chapter 4 reports the NMR metabolomic study of blood plasma from over 100 patients and near 100 healthy controls, the multivariate model built having afforded a classification rate of 87%. The two groups were found to differ significantly in the levels of lactate, pyruvate, acetoacetate, LDL+VLDL lipoproteins and glycoproteins (increased in patients), together with glutamine, histidine, valine, methanol, HDL lipoproteins and two unassigned compounds (decreased in patients). Interestingly, these variations were detected from initial disease stages and the magnitude of some of them depended on the histological type, although not allowing AdC vs. SqCC discrimination. Moreover, it is shown in this chapter that age mismatch between control and cancer groups could not be ruled out as a possible confounding factor, and exploratory external validation afforded a classification rate of 85%. The NMR profiling of urine from lung cancer patients and healthy controls is presented in Chapter 5. Compared to plasma, the classification model built with urinary profiles resulted in a superior classification rate (97%). After careful assessment of possible bias from gender, age and smoking habits, a set of 19 metabolites was proposed to be cancer-related (out of which 3 were unknowns and 6 were partially identified as N-acetylated metabolites). As for plasma, these variations were detected regardless of disease stage and showed some dependency on histological subtype, the AdC vs. SqCC model built showing modest predictive power. In addition, preliminary external validation of the urine-based classification model afforded 100% sensitivity and 90% specificity, which are exciting results in terms of potential for future clinical application. Chapter 6 describes the analysis of urine from a subset of patients by a different profiling technique, namely, Ultra-Performance Liquid Chromatography coupled to Mass Spectrometry (UPLC-MS). Although the identification of discriminant metabolites was very limited, multivariate models showed high classification rate and predictive power, thus reinforcing the value of urine in the context of lung cancer diagnosis. Finally, the main conclusions of this thesis are presented in Chapter 7, highlighting the potential of integrated metabolomics of tissues and biofluids to improve current understanding of lung cancer altered metabolism and to reveal new marker profiles with diagnostic value.
A presente tese reporta a aplicação da metabolómica ao estudo de tecidos e biofluidos humanos (plasma sanguíneo e urina), com o intuito de caracterizar a assinatura metabólica do cancro pulmonar primário. No Capítulo 1, apresenta-se uma breve introdução sobre a epidemiologia e a patogénese deste tipo de cancro, bem como um sumário das principais alterações metabólicas tipicamente associadas ao cancro em geral. Descreve-se ainda a abordagem metabolómica, nomeadamente os métodos analíticos e estatísticos utilizados, assim como o estado da arte da sua aplicação em estudos clínicos do cancro do pulmão. No Capítulo 2, apresentam-se os detalhes experimentais deste trabalho, no que diz respeito ao grupo de indivíduos envolvidos, à colheita e análise das amostras e ao posterior tratamento dos dados. O Capítulo 3 descreve a caracterização metabólica de tecidos do pulmão (de 56 doentes) por espetroscopia de Ressonância Magnética Nuclear (RMN) de alta resolução com rotação no ângulo mágico. Após a otimização cuidada das condições de aquisição e a identificação detalhada dos sinais espetrais (mais de 50 metabolitos identificados), os perfis metabólicos dos tumores e dos tecidos adjacentes não envolvidos (controlos) foram comparados por análise multivariada, tendo sido discriminados com uma exatidão de 97%. Os metabolitos que mais significativamente contribuíram para esta diferenciação foram: glucose e acetato (diminuídos nos tumores), lactato, alanina, glutamato, GSH, taurina, creatina, fosfocolina, glicerofosfocolina, fosfoetanolamina, nucleótidos de uracilo e péptidos (aumentados nos tumores). Algumas destas variações corroboraram alterações típicas do metabolismo do cancro (e.g., glicólise e glutaminólise aumentadas), enquanto outras sugeriram novas pistas sobre a possível relevância de processos como a proteção antioxidante e a degradação proteica. Um outro resultado novo e importante descrito neste capítulo foi a dependência da assinatura metabólica em relação ao tipo histológico do tumor. Enquanto as principais alterações observadas nos adenocarcinomas (AdC) se relacionaram com o metabolismo fosfolipídico e proteico, os carcinomas de células escamosas (SqCC) apresentaram perfis glicolíticos e glutaminolíticos mais pronunciados, sendo possível construir um modelo válido para a discriminação destes subtipos. No Capítulo 4, apresenta-se o estudo metabolómico por RMN de plasma sanguíneo de mais de 100 doentes e quase 100 controlos saudáveis, do qual resultou um modelo multivariado com uma taxa de classificação de 87%. A distinção entre os grupos foi feita essencialmente com base nos níveis de lactato, piruvato, acetoacetato, lipoproteínas LDL+VLDL e glicoproteínas (aumentados nos doentes), juntamente com os níveis de glutamina, histidina, valina, metanol, lipoproteínas HDL e dois compostos não identificados (diminuídos nos doentes). Estas variações foram detetadas desde os estádios iniciais da doença e a magnitude de algumas delas dependeu do tipo histológico, embora não permitindo discriminar AdC de SqCC. Para além disso, mostra-se neste capítulo que o desequilíbrio dos grupos controlo e cancro em termos da idade dos indivíduos poderá ter alguma influência nos resultados, e apresenta-se uma tentativa exploratória de validação externa, que resultou numa taxa de classificação de 85%. O estudo por RMN do perfil metabólico da urina dos doentes com cancro do pulmão e dos controlos é apresentado no Capítulo 5. Comparativamente ao plasma, o modelo construído com os perfis urinários apresentou uma taxa de classificação superior (97%). Após uma avaliação cuidada da possível influência do género, idade e hábitos tabágicos, um conjunto de 19 metabolitos foi proposto como estando relacionado com a doença (incluindo 3 compostos desconhecidos e 6 parcialmente identificados como metabolitos N-acetilados). Tal como no caso do plasma, estas variações foram detetadas em doentes no estádio inicial e mostraram alguma dependência em relação ao tipo histológico, obtendo-se um modelo válido para a discriminação AdC vs. SqCC, ainda que com um poder preditivo modesto. Para além disso, o teste preliminar de validação externa revelou 100% de sensibilidade e 90% de especificidade, o que é um resultado bastante promissor em termos da potencial utilização dos perfis urinários em aplicações clínicas futuras. No Capitulo 6, descreve-se a caracterização dos perfis metabólicos da urina (de um subgrupo de indivíduos) por cromatografia líquida de ultra-eficiência acoplada a espetrometria de massa (UPLC-MS). Embora não avançando muito na identificação estrutural de possíveis marcadores, este estudo reforçou o valor diagnóstico da urina, já que os modelos multivariados resultantes apresentaram taxa de classificação e poder preditivo elevados. Finalmente, no Capítulo 7, apresentam-se as principais conclusões deste trabalho, realçando o contributo da metabolómica integrada de tecidos e biofluidos para a compreensão do metabolismo alterado do cancro do pulmão e para a deteção de novos perfis marcadores com valor diagnóstico.
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