Metabolic signature of lung cancer: a metabolomic study of human tissues and biofluids

This 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.

Evaluation of the matabolic response of osteosarcoma cells to conventional and new anticancer drugs by NMR metabolomics

The main scope of this work was to evaluate the metabolic effects of anticancer agents (three conventional and one new) in osteosarcoma (OS) cells and osteoblasts, by measuring alterations in the metabolic profile of cells by nuclear magnetic resonance (NMR) spectroscopy metabolomics. Chapter 1 gives a theoretical framework of this work, beginning with the main metabolic characteristics that globally describe cancer as well as the families and mechanisms of action of drugs used in chemotherapy. The drugs used nowadays to treat OS are also presented, together with the Palladium(II) complex with spermine, Pd2Spm, potentially active against cancer. Then, the global strategy for cell metabolomics is explained and the state of the art of metabolomic studies that analyze the effect of anticancer agents in cells is presented. In Chapter 2, the fundamentals of the analytical techniques used in this work, namely for biological assays, NMR spectroscopy and multivariate and statistical analysis of the results are described. A detailed description of the experimental procedures adopted throughout this work is given in Chapter 3. The biological and analytical reproducibility of the metabolic profile of MG-63 cells by high resolution magic angle spinning (HRMAS) NMR is evaluated in Chapter 4. The metabolic impact of several factors (cellular integrity, spinning rate, temperature, time and acquisition parameters) on the 1H HRMAS NMR spectral profile and quality is analysed, enabling the definition of the best acquisition parameters for further experiments. The metabolic consequences of increasing number of passages in MG-63 cells as well as the duration of storage are also investigated. Chapter 5 describes the metabolic impact of drugs conventionally used in OS chemotherapy, through NMR metabolomics studies of lysed cells and aqueous extracts analysis. The results show that MG-63 cells treated with cisplatin (cDDP) undergo a strong up-regulation of lipid contents, alterations in phospholipid constituents (choline compounds) and biomarkers of DNA degradation, all associated with cell death by apoptosis. Cells exposed to doxorubicin (DOX) or methotrexate (MTX) showed much slighter metabolic changes, without any relevant alteration in lipid contents. However, metabolic changes associated with altered Krebs cycle, oxidative stress and nucleotides metabolism were detected and were tentatively interpreted at the light of the known mechanisms of action of these drugs. The metabolic impact of the exposure of MG-63 cells and osteoblasts to cDDP and the Pd2Spm complex is described in Chapter 6. Results show that, despite the ability of the two agents to bind DNA, the metabolic consequences that arise from exposure to them are distinct, namely in what concerns to variation in lipid contents (absent for Pd2Spm). Apoptosis detection assays showed that, differently from what was seen for MG-63 cells treated with cDDP, the decreased number of living cells upon exposure to Pd2Spm was not due to cell death by apoptosis or necrosis. Moreover, the latter agent induces more marked alterations in osteoblasts than in cancer cells, while the opposite seemed to occur upon cDDP exposure. Nevertheless, the results from MG-63 cells exposure to combination regimens with cDDP- or Pd2Spm-based cocktails, described in Chapter 7, revealed that, in combination, the two agents induce similar metabolic responses, arising from synergy mechanisms between the tested drugs. Finally, the main conclusions of this thesis are summarized in Chapter 8, and future perspectives in the light of this work are presented.

Transformações organocatalíticas e mediadas por metais de transição na síntese de novos heterociclos nitrogenados e ciclo-hexanos

Nas últimas décadas a quiralidade tornou-se essencial na conceção, descoberta, desenvolvimento e comercialização de novos medicamentos. A importância da quiralidade na eficácia e segurança dos fármacos tem sido globalmente reconhecida tanto pelas indústrias farmacêuticas como pelas agências reguladoras de todo o mundo. De forma a produzir eficazmente medicamentos seguros e dar resposta à demanda da indústria de compostos enantiomericamente puros, a pesquisa de novos métodos de síntese assimétrica, assim como o desenvolvimento estratégico dos métodos já disponíveis tem sido um dos principais objetos de estudo de diversos grupos de investigação tanto na academia como na indústria farmacêutica No primeiro capítulo desta dissertação são introduzidos alguns dos conceitos fundamentais associados à síntese de moléculas quirais e descritas algumas das estratégias que podem ser utilizadas na sua síntese. Apresenta-se ainda uma breve revisão bibliográfica acerca dos antecedentes do grupo de investigação e sobre a ocorrência natural, atividade biológica e métodos de síntese e transformações de compostos do tipo (E,E)-cinamilidenoacetofenona. O segundo capítulo centra-se na adição de Michael enantiosseletiva de diversos nucleófilos a derivados de (E,E)-cinamilidenoacetofenona. Inicialmente descreve-se a síntese de derivados de (E,E)-cinamilidenoacetofenona através de uma condensação aldólica de acetofenonas e cinamaldeídos apropriadamente substituídos. Estes derivados são posteriormente utilizados como substratos na adição de Michael enantiosseletiva de três diferentes nucleófilos: nitrometano, malononitrilo e 2-[(difenilmetileno)amino]acetato de metilo. Nestas reações são utilizados diferentes organocatalisadores de forma a induzir enantiosseletividade nos aductos de Michael para serem utilizados na síntese de compostos com potencial interesse terapêutico. É descrita ainda uma nova metodologia de síntese de Δ1-pirrolinas através de um procedimento one-pot de redução/ciclização/desidratação mediada por ferro na presença de ácido acético de (R,E)-1,5-diaril-3-(nitrometil)pent-4-en-1-onas com bons rendimentos e excelentes excessos enantioméricos. O terceiro capítulo centra-se no estabelecimento de novas rotas de síntese e transformação de derivados do ciclo-hexano. Após uma breve revisão bibliográfica, são descritas três metodologias enantiosseletivas distintas, sendo que a primeira envolve a utilização de organocatalisadores e catalisadores de transferência de fase derivados de alcaloides cinchona. Os derivados do ciclo-hexano foram obtidos a partir da reação entre as (E,E)-cinamilidenoacetofenonas e o malononitrilo com bons rendimentos, mas baixas enantiosseletividades independentemente do catalisador utilizado. De forma a contornar este problema e uma vez que a formação do derivado do ciclo-hexano envolve inicialmente a formação in-situ do aducto de Michael, a segunda e terceira metodologias de síntese envolvem a utilização dos aductos de Michael enantiomericamente puros preparados no segundo capítulo. Assim, a reação do (S,E)-2-(1,5-diaril-1-oxopent-4-en-3-il)malononitrilo com os derivados de (E,E)-cinamilidenoacetofenona organocatalisada pela hidroquinina permitiu obter os compostos pretendidos com excelentes excessos enantioméricos. A utilização de um catalisador de transferência de fase não foi tão eficiente em termos de enantiosseletividades obtidas na reação entre as (R,E)-1,5-diaril-3-(nitrometil)pent-4-en-1-onas e os derivados de (E,E)-cinamilidenoacetofenona, apesar de estes terem sido obtidos em bons rendimentos. A preparação destes derivados levou ainda à idealização de uma nova metodologia de síntese de análogos do ácido γ-aminobutírico (GABA) devido à presença de um grupo nitro em posição gama relativamente a um grupo carboxílico. No entanto, apesar de terem sido testadas várias metodologias, não foi possível obter os compostos pretendidos. No quarto capítulo apresenta-se uma breve revisão bibliográfica acerca da ocorrência natural, atividade biológica e métodos de síntese de derivados de di-hidro- e tetra-hidropiridinas, assim como um enquadramento teórico acerca das reações pericíclicas utilizadas na síntese dos compostos pretendidos. Inicialmente é descrita a preparação de N-sulfonilazatrienos substituídos através da condensação direta de derivados de (E,E)-cinamilidenoacetofenona e sulfonamidas. Estes compostos são posteriormente utilizados na síntese de derivados de 1,2-di-hidropiridinas através de uma aza-eletrociclização-6π por duas metodologias distintas: utilização de organocatalisadores quirais e utilização de complexos metálicos de bisoxazolinas. Na síntese das tetra-hidropiridinas os N-sulfonilazatrienos são utilizados como dienos e o étoxi-eteno como dienófilo numa reação hetero-Diels-Alder inversa utilizando também os complexos metálicos de bisoxazolinas como catalisadores. Todos os novos compostos sintetizados foram caracterizados estruturalmente recorrendo a estudos de espetroscopia de ressonância magnética nuclear (RMN), incluindo espetros de 1H e 13C e estudos bidimensionais de correlação espetroscópica homonuclear e heteronuclear e de efeito nuclear de Overhauser (NOESY). Foram também efetuados, sempre que possível, espetros de massa (EM) e análises elementares ou espetros de massa de alta resolução (EMAR) para todos os novos compostos sintetizados.

Post-synthetic modification of metal–organic frameworks

Post-synthetic modification (PSM) of metal-organic frameworks encompassing the chemical transformation of the linker present is a promising new route for engineering optical centres and tuning the light emission properties of materials, both in the visible and in the near infrared (NIR) spectral regions. Here, PSM of isoreticular metal-organic framework-3 (IRMOF-3) with ethyl oxalyl monochloride, ethyl acetoacetate, pentane-2,4-dione, 3-(2- hydroxyphenyl)-3-oxopropanal, 2-chloroacetic acid, glyoxylic acid, methyl vinyl ketone and diethyl (ethoxymethylene)malonate followed by chelation of trivalent lanthanide ions afforded intriguing near infrared (Nd3+) and visible (Eu3+, Tb3+) light emitters. IRMOF-3 was used as a case in point due to both its highly porous crystalline structure and the presence of non-coordinating amino groups on the benzenedicarboxylate (bdc) linker amenable to modification. The materials were characterised by elemental analysis, powder X-ray diffraction, optical, scanning and transmission electron microscopy, Fourier transform infrared spectroscopy, and liquid and solid-state nuclear magnetic resonance. The solid-state luminescence properties of Ln-modified-IRMOF-3 were investigated at room temperature. The presence of the bdc aromatic ring, β– diketonate and oxalate enhanced the Ln3+ sensitization via ligand-to-metal energy transfer (anthena effect). As far as photocalysis is concerned, we have synthesized metal−organic frameworks (Cr-MIL-125-AC, Ag-MIL-125-AC) by a green method (solid–vapors reactions). The resulting functionalized materials show a photocatalytic activity for methylene blue degradation up to 6.52 times larger than that of the commercial photocatalyst hombikat UV-100. These findings open the door for further research for improving the photocatalytic performance of metal-organic frameworks.