Sowohl in der Klinischen Labormedizin, der Klinischen Mikrobiologie als auch in der Pathologie ist die Massenspektrometrie (MS) ein bedeutender Bestandteil der Diagnostik geworden. Der Fortschritt in der Gerätetechnik ermöglicht in kurzer Zeit viele, hochaufgelöste Spektren zu generieren. Diese Informationsvielfalt macht die manuelle Auswertung durch den Anwender sehr kompliziert bis unmöglich. Aus diesem Grund ist die Unterstützung durch bioinformatische Programme notwendig. Für die Reproduzierbarkeit der Ergebnisse und die Qualitätskontrolle ist es essentiell, dass die verwendeten Algorithmen transparent und die Programme als Open Source Software (OSS) frei verfügbar sind (Aebersold and Mann, 2003). Das Ziel dieser Arbeit war die Entwicklung von MALDIquant, einer unter der GNU General Public License (GPL) stehenden, flexiblen OSS, die für die o.g. Anwendungsbereiche modernste Algorithmen für die komplette Analyse bietet und in der freien Programmiersprache R (R Core Team, 2014) geschrieben ist. Im Zusammenspiel mit dem dazugehörigen Paket MALDIquantForeign ist MALDIquant in der Lage die üblichen Dateiformate der verschiedenen MS-Geräte zu verarbeiten. Dadurch ist MALDIquant hersteller- und geräteunabhängig und eignet sich nicht nur für MALDI/TOF, sondern für alle zweidimensionalen MS-Daten. Angefangen vom Datenimport über die Prozessierung bis hin zur Analyse der Spektren bietet MALDIquant eine komplette Analyse-Pipeline und implementiert state-of-the-art Methoden. Neben weit verbreiteten Verfahren zur Baseline Correction und Peak Detection zeichnet sich MALDIquant besonders durch ein hervorragendes Peak Alignment aus. Dieses ist sehr genau und aufgrund des Fokus auf die Peaks schneller als die meisten anderen Verfahren und weitestgehend unabhängig von der Qualität der Intensitätenkalibrierung. Eine weitere Stärke von MALDIquant ist die Möglichkeit, eigene Algorithmen zu integrieren, sowie den Ablauf der Analyse den individuellen Bedürfnissen anzupassen. In der beispielhaften Analyse der Daten von Fiedler et al. (2009) konnten durch MALDIquant Peaks gefunden werden, die Patienten mit Pankreaskarzinom von nicht erkrankten Probanden unterscheiden. Einige dieser Peaks wurden bereits in anderen Publikationen beschrieben. Neben diesem Beispiel hat MALDIquant seine Nützlichkeit bereits in verschiedenen Anwendungsbereichen und Publikationen bewiesen, wie etwa in Ouedraogo et al. (2013) oder Jung et al. (2014).:Bibliographische Beschreibung (III) Abbildungsverzeichnis (V) Tabellenverzeichnis (VII) Abkürzungsverzeichnis (IX) 1 Einleitung (1) 1.1 Intention (1) 1.2 Eigene Beiträge (2) 1.3 Übersicht (3) 2 Hintergrund (5) 2.1 Proteomik (5) 2.2 Massenspektrometrie (6) 2.3 Bioinformatik (7) 3 Methoden (9) 3.1 Überblick (9) 3.2 Import der Rohdaten (9) 3.3 Transformation der Intensitäten (11) 3.4 Korrektur der Grundlinie (11) 3.5 Kalibrierung der Intensitäten (13) 3.6 Identifizierung von Merkmalen (15) 3.7 Kalibrierung der m/z-Werte (17) 3.8 Nachbearbeitung (19) 4 Ergebnisse (23) 4.1 Implementierung (23) 4.2 Anwendungsbeispiel Fiedler et al. 2009 (23) 4.3 Vorbehandlung der Daten aus Fiedler et al. 2009 mit MALDIquant (24) 4.4 Multivariate Analyse (24) 4.5 Mögliche Biomarker (26) 5 Diskussion (29) 6 Zusammenfassung (31) 7 Literaturverzeichnis (35) A Publikation (45) B Übersicht Codeumfang (49) C Analyse Fiedler et al. 2009 (51) D Erklärung über die eigenständige Abfassung der Arbeit (69) E Lebenslauf (71) F Danksagung (75)

Fatty acids (FAs) represent an important class of metabolites, impacting on membrane building blocks and signaling compounds in cellular regulatory networks. In nature, prokaryotes are characterized with the most impressing FA structural diversity and the highest relative content of free fatty acids (FFAs). In this context, nitrogen-fixing bacteria (order Rhizobiales), the symbionts of legumes, are particularly interesting. Indeed, the FA profiles influence the structure of rhizobial nodulation factors, required for successful infection of plant root. Although FA patterns can be assessed by gas chromatography—(GC-) and liquid chromatography—mass spectrometry (LC-MS), sample preparation for these methods is time-consuming and quantification suffers from compromised sensitivity, low stability of derivatives and artifacts. In contrast, matrix-assisted laser desorption/ionization-time of flight mass spectrometry (MALDI-TOF-MS) represents an excellent platform for high-efficient metabolite fingerprinting, also applicable to FFAs. Therefore, here we propose a simple and straightforward protocol for high-throughput relative quantification of FFAs in rhizobia by combination of Langmuir technology and MALDI-TOF-MS featuring a high sensitivity, accuracy and precision of quantification. We describe a step-by-step procedure comprising rhizobia culturing, pre-cleaning, extraction, sample preparation, mass spectrometric analysis, data processing and post-processing. As a case study, a comparison of the FFA metabolomes of two rhizobia species—Rhizobium leguminosarum and Sinorhizobium meliloti, demonstrates the analytical potential of the protocol.

Mass spectrometry is an indispensable tool in lipidomics research. Current advances and progress in the technology of mass spectrometry have allowed for the identification, quantification and characterization of lipid molecular species to further our understanding of their biological roles. In this thesis, I assessed the influence post-mortem times have on quantitative lipidomics. Using liquid chromatography - electrospray ionization tandem mass spectrometry (LC-ESIMS/MS) on a triple-quadrupole mass spectrometer and multiple-reaction-monitoring (MRM) mode, the glycerophosphocholine (GPC) metabolites and second messengers in the hippocampus of N3 & N4 C57BL/6 x 129/SV were profiled at various post-mortem interval (PMI). I found that disruption to the GPC metabolite and second messengers lipidome occured as early as 1 hour postmortem and fluctuate up till at least 12 hours post-mortem. Therefore, PMI is a variable in lipidomic studies that must be controlled for, and brain samples which are collected with PMI variations must be matched to avoid misinterpretation. Subsequently, I developed a working protocol to visualize the location and distribution of different classes of glycerophospholipids, ceramides, and sphingomyelin in whole mouse brain sections. This visualization technique is novel because it does not require tissue staining or immunohistochemistry; instead, it was performed using an atmospheric-pressure matrix-assisted laser desorption/ionization (AP-MALDI) source coupled to an orbitrap mass spectrometer. As part of this lipid visualization technique, I also developed a protocol for sublimation as a simple, effective and reproducible matrix application method for brain tissue. The lipid-compatible matrix, 2,5-dihydroxybenzoic acid (DHB), was assessed and optimized for imaging lipid targets. The high mass-resolution and accuracy characteristics of the orbitrap mass spectrometer and its capability to perform tandem mass spectrometry via high-collision dissociation allowed for the identification of approximately 200 different lipid species directly from brain tissue using the visualization technique I developed. Altogether, the work in this thesis has showed that post-mortem changes in the lipidome are quantifiable and has provided a novel avenue to further assess these changes by means of imaging mass spectrometry.

No / Several lines of evidence support an autoimmune basis for alopecia areata (AA), a common putative autoimmune hair loss disorder. However, definitive support is lacking largely because the identity of hair follicle (HF) autoantigen(s) involved in its pathogenesis remains unknown. Here, we isolated AA-reactive HF-specific antigens from normal human scalp anagen HF extracts by immunoprecipitation using serum antibodies from 10 AA patients. Samples were analyzed by LC-MALDI-TOF/TOF mass spectrometry, which indicated strong reactivity to the hair growth phase-specific structural protein trichohyalin in all AA sera. Keratin 16 (K16) was also identified as another potential AA-relevant target HF antigen. Double immunofluorescence studies using AA (and control sera) together with a monoclonal antibody to trichohyalin revealed that AA sera contained immunoreactivity that colocalized with trichohyalin in the growth phase-specific inner root sheath of HF. Furthermore, a partial colocalization of AA serum reactivity with anti-K16 antibody was observed in the outer root sheath of the HF. In summary, this study supports the involvement of an immune response to anagen-specific HFs antigens in AA and specifically suggests that an immune response to trichohyalin and K16 may have a role in the pathogenesis of the enigmatic disorder.

Antalet monoklonala antikroppar som används i läkemedel ökar kraftigt. Dessa läkemedel är dyra och risken för förfalskning är stor. Behovet att utveckla en metod för snabb och precis identifiering av monoklonala antikroppar är därför brådskande. För identifiering utfördes analyser med Matrix Assisted Laser Desorption/Ionization Time of Flight Mass Spectrometry (MALDI-ToF-MS), Capillary Gel Electrophoresis (CGE) and Capillary Zone Electrophoresis (CZE) på nio monoklonala antikroppar. Fokuset var att undersöka huruvida signifikanta fysiokemiska egenskaper och unika aminosyrasekvenser var närvarande och kunde urskiljas. Olika analyser med MALDI-ToF-MS användes till att både separera de monoklonala antikropparna baserat på dess fysiokemiska egenskaper, och annotera aminosyrasekvenser innehållande nyckelfragment. Med metoderna baserade på kapillärelektrofores uppnåddes också separation. CZE föredras framför CGE då mängden data som erhålls från CZE är större och provberedningen är enklare. Sammanfattningsvis utformades ett protokoll för identifieringsprocessen, vilket inleds med MALDI-ToF-MS-analyser av monoklonala antikroppar på reducerad form mot kända referenser. Därefter är en hypotes formulerad utifrån vilka antikroppar som ser mest lika ut. Slutligen analyseras dessa med CZE för fastställning av den monoklonala antikroppens identitet. / The number of monoclonal antibodies used in pharmaceuticals is increasing sharply. These medicines are expensive, and the risk of counterfeiting is high. The need to develop a method for rapid and precise identification of monoclonal antibodies is therefore urgent. For identification, analyses were performed with Matrix Assisted Laser Desorption/Ionization Time of Flight Mass Spectrometry (MALDI-ToF-MS), Capillary Gel Electrophoresis (CGE) and Capillary Zone Electrophoresis (CZE) on nine monoclonal antibodies. The focus was to investigate whether significant physiochemical features and unique amino acid sequences were present and could be distinguished. Various analyses with MALDI-ToF-MS were used to both separate the monoclonal antibodies based on their physicochemical properties and annotate amino acid sequences containing key fragments. With the methods based on capillary electrophoresis, separation was also achieved. CZE is preferred over CGE as the amount of data obtained from CZE is greater and sample preparation is simpler. In summary, an identification process protocol was designed and is initiated with MALDI-ToF-MS analyses of reduced-form monoclonal antibodies against known references. A hypothesis is then formulated based on which antibodies look the most similar. Finally, these are analysed by CZE to determine the identity of the monoclonal antibody.

The mechanochemical polycondensation between a diamine and a dialdehyde constitutes a sustainable alternative to classical solvent-based polymerization reactions. This process not only allows for a higher conversion and a shorter reaction time as compared to standard solvent-based syntheses of this conjugated polymer, but the reaction can also be adjusted by the energy introduced via the ball mill.

Phospholipids are dominant components of bacterial cell membranes, where they create double layers. Bacteria differ in their phospholipid composition determination of which can help in identification of important groups of microorganisms. Phospholipid composition of bacteria is influenced by many environmental factors, therefore its variation can be observed within one bacterial stem also. Because of its simplicity, thin layer chromatography is usually applied to identification and determination of bacterial phospholipids. Disadvantage of this method are the high demands of time, carefulness and skills of the analytical personnel. The increasing interest in the phospholipid double-layer promotes the detailed investigation of their fatty acid composition because the more detailed analyses allows for more information yield about bacteria. Gas chromatography hyphenated with mass spectrometry seems to be the best choice for these purposes. Fatty acid identity and total fatty acid content in phospholipid molecules could be determined by this method. Additionally, number, position and isomerism of double bonds and presence of other functional groups on hydrocarbon chain could be determined. Whereas a suitable and...

INTRODUÇÃO: As infecções por bactérias anaeróbias são geralmente de origem endógena, polimicrobianas e mistas. Devido a sua natureza fastidiosa, essas bactérias necessitam de uma prévia incubação em meios líquidos enriquecidos, como o caldo Thioglicolato (CT) para serem recuperadas, o isolamento desses microrganismos é trabalhoso e o tempo de resposta - TAT (turn around time) estendido desse exame pode estar associado a falhas terapêuticas e ao aumento da resistência bacteriana. A cultura de anaeróbios (CANA) ainda é um desafio para os laboratórios clínicos de rotina e novas estratégias para diminuir o TAT são fundamentais para que esse exame forneça um impacto clínico significativo. OBJETIVO: Otimizar o processo de triagem da CANA pela modificação do CT; comparar a identificação dos anaeróbios pelas metodologias fenotípicas ANC (Vitek 2- bioMérieux, France) e MALDI-TOF (Vitek MS - bioMérieux, France) e verificar o impacto econômico das ações propostas MÉTODOS: O caldo de triagem CT foi modificado eluindo individualmente discos comerciais de antibióticos (em concentrações fixas) selecionados por apresentarem baixa ou nenhuma ação contra microrganismos anaeróbios e com um bom espectro de ação para os principais aeróbios associados em culturas mistas e foram escolhidos aqueles que após uma bateria de testes frente a 15 cepas dos principais anaeróbios envolvidos em infecções humanas mantiveram a viabilidade inicial. O caldo Thioglicolato modificado (CTM) foi composto pela adição dos antibióticos que apresentaram a melhor \"performance\" acima descrita. A sensibilidade e especificidade do CTM foram avaliadas paralelamente com CT na rotina de CANA do HCFMUSP. Para a avaliar a identificação fenotípica, 421 anaeróbios isolados no período de seis meses foram submetidos a identificação pelo ANC (Vitek 2) e MALDI-TOF (Vitek MS). Os resultados discordantes ou com baixa discriminação da espécie foram avaliados pelo sequenciamento 16S rRNA. O impacto econômico da introdução do CTM bem como os custos diretos da identificação pelo MALDI-TOF foram avaliados. RESULTADOS: O CTM foi composto por amicacina, gentamicina e aztreonam. Das 159 amostras clínicas triadas pelo CT e CTM, 11 (7%) foram positivas para CANA com as mesmas espécies isoladas em ambos os meios. Utilizando o CTM, foi obtida uma redução dos falsos positivos de 97 (61%) para 69 (43%) quando comparado ao CT (p < 0,05). O TAT do resultado negativo da CANA com o CTM foi reduzido de 14 para sete dias em 28 (18%) amostras; o CTM permitiu a liberação do resultado positivo da CANA 48 horas à frente do CT. A sensibilidade do CTM foi igual ao CT, porém a especificidade foi superior em 19%. Das 421 cepas avaliadas, 35 foram identificadas somente pelo MALDI-TOF (Vitek MS) sendo que uma (Clostridium innocum) foi identificada somente pelo sequenciamento 16S rRNA. Das 386 avaliadas por ambas as metodologias, houve uma concordância de 97% e os resultados das 13 (3%) cepas submetidas ao sequenciamento foram concordantes em 92% com o MALDI-TOF (Vitek MS) que promoveu a redução do TAT do resultado positivo em cinco dias. A implementação do CTM possibilitou uma redução de custos nessa amostragem, de R$ 2.240,00 e a identificação pelo MALDI-TOF proporcionou uma economia de R$ 7.786,00. Considerando os valores econômicos encontrados nesse estudo e projetando-os nas estatísticas de CANA do HCFMUSP em 2017, o CTM poderia proporcionar uma economia de R$ 132.560,00 /ano e o MALDI-TOF uma redução nos gastos de R$ 13.579,00/ ano CONCLUSÕES: A padronização e implementação do CTM permitiu uma um aumento significativo de especificidade da cultura anaeróbia com redução do TAT e dos custos. A utilização do MALDI-TOF diminuiu o TAT das identificações aliado a uma melhor performance de forma custo efetiva / INTRODUCTION: Anaerobic bacterial infections are usually of endogenous origin, polymicrobial and mixed. Because of their fastidious nature, these bacteria require prior incubation in enriched liquid media, such as Thioglycolate broth (TB) to be recovered, the isolation of these microorganisms is laborious, and the TAT (turn around time) extended time of this examination may be associated with therapeutic failures and increased bacterial resistance. Anaerobic culture (AC) is still a challenge for routine clinical laboratories, and new strategies for lowering TAT are critical to provide a significant clinical impact. OBJECTIVE: To optimize the AC screening process by modifying the TB; Compare anaerobical identification between (Vitek 2- bioMérieux, France) and MALDI-TOF (Vitek MS - bioMérieux, France) and to verify the economic impact of the proposed actions. METHODS: TB broth was modified by eluting individually antibiotic commercial discs (at fixed concentrations) selected for low or no action against anaerobic microorganisms and with a good action spectrum for the main associated aerobes in mixed cultures. Those who maintained the initial viability after a battery of tests against 15 strains of the major anaerobes involved in human infections were selected. Modified Thioglycolate Broth (MTB) was composed of the antibiotics that presented the best performance described above. The sensitivity and specificity of MTB were evaluated in parallel with TB in the HCFMUSP AC routine. To evaluate the phenotypic identification, 421 anaerobes isolated in the six-month period were submitted to identification by ANC (Vitek 2) and MALDI-TOF (Vitek MS). Discordant results or those with low discrimination of the species were submitted to 16S rRNA sequencing. The economic impact of the introduction of MTB as well as the direct costs of MALDI-TOF identification were assessed. RESULTS: MTB was composed of amikacin, gentamicin and aztreonam. Of the 159 clinical samples screened by TB and MTB, 11 (7%) were positive for AC with the same species isolated in both media. Using MTB, a reduction of false positives was obtained from 97 (61%) to 69 (43%) when compared to TB (p < 0.05). The TAT of the negative result of the AC with the MTB was reduced from 14 to 7 days in 28 (18%) samples; the MTB allowed the release of the AC positive result 48 hours ahead of the TB. The sensitivity of MTB was equal to TB, but the specificity was higher in 19%. Of the 421 strains evaluated, 35 were identified only by MALDI-TOF (Vitek MS) and one (Clostridium innocum) was identified only by 16S rRNA sequencing. Of the 386 evaluated by both methodologies, there was a concordance of 97% and the results of the 13 (3%) strains submitted to the sequencing were concordant in 92% with the MALDI-TOF (Vitek MS) that promoted TAT of the positive result reduction in five days. The implementation of the MTB made possible a reduction of costs in this sampling, of US $ 677,00 and the identification by MALDI-TOF provided a saving of US $ 2354,00. Considering the economic values found in this study and projecting them in the HCFMUSP AC statistics in 2017, the MTB could provide savings of US $40,070.00 / year and MALDI-TOF a reduction in expenses of US $ 4,100.00 / year. CONCLUSIONS: Standardization and implementation of MTB allowed a significant increase of anaerobic culture specificity with TAT and costs reduction. The use of MALDI-TOF reduced the TAT of the identifications and also resulted in a better performance in a cost effective way

No description available.

In this thesis, improved techniques for biomolecule analysis using capillary electrophoresis (CE) and matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS) and hyphenations between those have been presented.A pre-concentration method which is possible to apply in both techniques, has also been investigated. In this work the off-line MS mode has been used either in the form of fractionation (Paper I) or by incorporating the MALDI target in the CE separation system (Paper II).In Paper I, a protocol for CE-MALDI analysis of cyanogen bromide digested bacteriorhodopsin (BR) peptides as model integral membrane protein peptides were established. Also, an improved protocol for partially automated manufacturing of a concentration MALDI-target plate is presented. The design of the targets was suitable for the fractions from the CE. A novel technique for the integration of CE to MALDI-MS using a closed-open-closed system is presented in Paper II, where the open part is a micro canal functioning as a MALDI target window. A protein separation was obtained and detected with MALDI-MS analysis in the micro canal. A method has been developed for detection of monosaccharides originating from hydrolysis of a single wood fiber performed in a micro channel, with an incorporated electromigration pre-concentration step preceding CE analysis in Paper III. The pre-concentration showed to be highly complex due to the fact that several parameters are included that affecting each other. In Paper IV a protocol using enzymatic digestion, MALDI-TOF-MS and CE with laser induced fluorescence (LIF) detection for the investigation of the degree of substitution of fluorescein isothiocyanate (FITC) to bovine serum albumin (BSA), as a contact allergen model system for protein-hapten binding in the skin, is presented. The intention of a further CE-MALDI hyphenation has been considered during the work. In Paper V 2,6-dihydroxyacetophenone (DHAP) was investigated, showing promising MALDI-MS matrix properties for hydrophobic proteins and peptides. 2,5-dihydroxybenzoic acid (DHB) was undoubtedly the better matrix for the hydrophilic proteins, but its performance for the larger and hydrophobic peptides was not optimal. Consequently, DHAP can be used as a compliment matrix for improved analysis of hydrophobic analytes. / QC 20101214