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Kardiovaskuläre Erkrankungen gehören trotz zahlreicher medikamentöser und apparativer Therapiemaßnahmen noch immer zu den häufigsten Todesursachen in den Industrienationen. Die Herzinsuffizienz (HI) stellt dabei das Endstadium vieler Herzerkrankungen dar und beschreibt das Unvermögen des Herzens, die Blutzirkulation im Organismus bei normalem Ventrikeldruck konstant zu halten. Unabhängig von ihrer Ätiologie, wie Koronarerkrankungen, langjähriger Hypertonie oder auch Kardiomyopathien ist die HI neben der Funktionsreduktion des linken und/oder rechten Ventrikels gleichzeitig durch strukturelle Veränderungen (Remodeling) mit Gefäßverengung (Vasokonstriktion), endotheliale Dysfunktion mit Vasokonstriktion, sowie eine generalisierte neurohumorale Aktivierung gekennzeichnet. Die Suche nach neuen und alternativen Therapieverfahren zur Verbesserung der Symptomatik und Prognose der betroffenen Patienten ist daher notwendig. Einer der wichtigsten Mediatoren für die Regulation des Gefäßwiderstandes ist Stickstoffmonoxid (NO, nitric oxide), welches durch NO-Synthasen synthetisiert wird. NO aktiviert die lösliche Guanylatzyklase (sGC, soluble guanylate cyclase), wodurch es zu einer erhöhten Produktion des second messengers cGMP (cyclic guanosine monophosphate) kommt. Eine Beeinträchtigung des NO-sGC-cGMP-Signalweges und der dadurch bedingte Mangel an cGMP trägt zu den Prozessen der myokardialen und endothelialen Dysfunktion bei der Entwicklung und Progression einer HI bei. Die Entwicklung pharmakologisch aktiver Moleküle, die die sGC direkt stimulieren können, ist dabei von besonderem Interesse, da z.B. keine Toleranzentwicklung bei längerer Medikation oder andere negative Nebenwirkungen wie bei der Gabe von NO-Donatoren als Vasodilatatoren entstehen.
Im Rahmen dieser Arbeit sollte der Einfluss einer sGC-Stimulation mittels Riociguat (RIO), einem bereits für die Behandlung der pulmonal arteriellen Hypertonie (PAH) und der chronisch thromboembolischen pulmonalen Hypertonie (CTEPH) zugelassenen Medikament, auf die experimentelle HI untersucht werden. Neben Echokardiographie und histologischen Analysen zur Charakterisierung des Krankheitsphänotyps und der Auswirkung einer Behandlung darauf wurde ebenfalls auf Multi-Omics-Ansätze wie Proteomics und Transcriptomics zurückgegriffen, um detaillierte Einblicke in die molekularen Veränderungen auf Genexpressionsebene, Proteinebene und microRNA-Expressionsebene zu erlangen. Als Modell wurde die transverse Aortenkonstriktion (TAC) an C57BL/6N Mäusen verwendet, welche einen permanenten hämodynamischen Stressreiz auf das Herz ausübt, der schließlich zum Herzversagen führt. Im Hinblick auf die Pathogenese der HI simuliert TAC dabei auf elegante Weise eine arterielle Hypertonie, die unter anderem zu einer progressiven linksventrikulären Hypertrophie und einer reduzierten Herzfunktion unter chronischen Bedingungen führt. Für die medikamentöse Behandlung mit RIO wurde eine experimentelle Strategie gewählt, die der klinischen Situation entspricht. Dementsprechend wurde mit der Medikation zu einem Zeitpunkt begonnen, als die Herzfunktion bereits verschlechtert war und eine pathologische Hypertrophie und interstitielle Fibrose ausgebildet bzw. nachweisbar war.
TAC führte zu einer kontinuierlichen Abnahme der linksventrikulären Ejektionsfraktionsfraktion (LVEF) und einer kontinuierlichen Zunahme der linksventrikulären Masse (LVM). Eine fünfwöchige Behandlung mit RIO (3 mg/kg/d) ab der vierten postoperativen Woche führte zu einer Verbesserung der LVEF und zu einer Verringerung des Verhältnisses von LVM zu Gesamtkörpergewicht (LVM/BW), myokardialer Fibrose und Myozytenquerschnittsflächen. RNA-Sequenzierungsanalysen der linken Ventrikel ergaben, dass RIO die Expression von myokardialen Stress- und Remodeling-Genen, wie z.B. Nppa, Nppb, Myh7 und Kollagen, verringerte und die Aktivierung biologischer Signalwege abschwächte, die mit kardialer Hypertrophie und HI in Verbindung stehen. Diese protektiven Effekte einer RIO-Behandlung konnten auch auf Proteinebene beobachtet werden und spiegelten sich in einer deutlichen Reduktion der TAC-induzierten Veränderungen des linksventrikulären Proteoms wider. Durch die Aortenkonstriktion betroffene Signalwege, die mit kardiovaskulären Erkrankungen assoziiert sind, wie gewebe- und zellstrukturspezifische Signalwege, besonders aber Signalwege des Energiemetabolismus, zeigten eine Verbesserung nach einer RIO-Behandlung. Zudem schwächte RIO auch die TAC-induzierten Veränderungen auf microRNA-Ebene in den linken Ventrikeln ab.
Mit dieser Arbeit konnte gezeigt werden, dass eine Behandlung mit RIO positive Auswirkungen auf die kardiale Struktur bzw. das pathologische kardiale Remodeling und die Funktion in einem murinen Modell der chronischen Nachlasterhöhung/Drucküberlastung hat, was mit einer Umkehrung bzw. Abschwächung der TAC-induzierten Veränderungen des kardialen linksventrikulären Genexpressions-, Proteom- und microRNA-Profils einhergeht. Die vorliegenden Ergebnisse unterstützen die bisherigen Vermutungen und Erkenntnisse zum Potential von RIO als neuartigem HI-Therapeutikum. Des Weiteren wurden große Omics-Datensätze generiert, die als Informationsquelle zukünftigen Untersuchungen helfen können, die molekularen Mechanismen der chronischen HI und möglicher therapeutischer, medikamentöser Interventionen besser zu verstehen und weiter zu entschlüsseln.
Ziel der Dissertation war die Untersuchung der physiologischen Adaptation von Staphylococcus aureus an Vancomycin und Linezolid mit Hilfe der Proteom-Analytik und die Entwicklung neuer Methoden für Proteom-Untersuchungen. Für die Untersuchung der Vancomycinstress-Antwort im ersten Teil der Doktorarbeit wurden alle vier Subproteome mit insgesamt sechs verschiedenen Methoden untersucht. Es konnte mehr als die Hälfte des theoretischen Proteoms quantifiziert werden, die Arbeit ist damit eine der umfassendsten Proteom-Studien, die bisher in S. aureus durchgeführt wurden. Es wurden verschiedene Enzyme der Biosynthese von Aminosäuren, die im Peptidoglykan-Vorläufer-Pentapeptid vorkommen, nach Vancomycin-Stress in signifikant erhöhter Menge nachgewiesen. Das ist ein Hinweis auf eine erhöhte Peptidoglykan-Synthese, wie sie auch in S. aureus Stämmen mit verminderter Vancomycin-Sensitivität beobachtet werden kann. Die Abundanz SaeRS-kontrollierter Virulenzfaktoren war nach Vancomycin-Stress vermindert. In der Vancomycin-Studie wurden extrazelluläre Proteine mit einer Trichloressigsäure (TCE)-Fällung gefällt, diese Methode ist in der Proteom-Analytik weit verbreitet. Die TCE-Fällung hat verschiedene Nachteile. Nach der Fällung muss das entstandene Pellet mehrfach gewaschen werden, hierbei kommt es zu Verlusten und die Reproduzierbarkeit sinkt. Aufgrund dieser Nachteile wurde im zweiten Teil der Dissertation ein neues Protokoll zur Anreicherung verdünnter Proteine entwickelt. Grundlage war das kommerziell erhältliche Festphasenextraktions-System StrataClean, das ursprünglich zur Entfernung von Proteinen aus PCR-Ansätzen entwickelt wurde. Im Rahmen der Doktorarbeit wurde die StrataClean-Extraktion für die gel-freie Proteom-Analytik optimiert. Der wichtigste Schritt war eine Präinkubation der StrataClean-Partikel in Salzsäure, um Kontaminationen an den Partikeln quantitativ abzubauen. Mit dem optimierten Protokoll konnten Proteine auch aus sehr stark verdünnten Lösungen (20 µg Protein in 200 ml Flüssigkeit) mit hoher Effizienz reproduzierbar angereichert werden. Diese hoch-effiziente Anreicherung ist mit keinem anderen etablierten Protokoll möglich. Zudem konnte gezeigt werden, dass die StrataClean Fällung Proteine unabhängig von ihren biophysikalischen Eigenschaften anreichert. Daher ist die StrataClean-Aufreinigung auch für absolute Quantifizierungsansätze interessant. Als weitere Anwendung können StrataClean-gebundene Proteine für mehr als 10 Tage bei Raumtemperatur gelagert werden. Das ermöglicht den Versand von Proteinproben auf dem normalen Postweg ohne aufwendige Kühlsysteme. Im dritten Teil der Doktorarbeit wurde die Linezolid-Adaptation von S. aureus USA300 analysiert. In Wachstumsversuchen konnte gezeigt werden, dass nach Linezolid-Zugabe zu exponentiell wachsenden Zellen bei OD 0.5 die Wachstumsrate sofort abnahm. Bei OD 1.6 – 2 trat ein temporärer Wachstumsarrest auf, dessen Dauer von der zugegebenen Linezolid-Konzentration abhing. Nach diesem Wachstumsarrest, der bis zu 15 Stunden anhielt, fingen die Zellen wieder an sich zu teilen. Es konnte gezeigt werden, dass die Linezolid-Konzentration im Medium während des kompletten Versuches konstant blieb. Die Hauptanpassung an Linezolid war eine verstärkte Expression der Gene ribosomaler Proteine und eine daraus folgende erhöhte Akkumulation der ribosomalen Proteine. Zudem konnte eine generelle Abnahme der Menge integraler Membranproteine und sekretierter Proteine festgestellt werden, auch wenn die Expression der codierenden Gene zunahm. Mittels elektronenmikroskopischer Analysen konnte gezeigt werden, dass die Zellen nach Linezolid-Zugabe deutlich größer wurden. Als weitere morphologische Auswirkung von Linezolid-Stress war die Dicke der Zellwand um den Faktor vier erhöht und es wurden Defekte in der Zellteilung beobachtet. Insbesondere nach Wiederaufnahme des Wachstums gab es zahlreiche zelluläre Strukturen, die mehrere, zum Teil falsch positionierte, Septen hatten. Mit Fluoreszenz-Mikroskopie wurde bewiesen, dass sich das Chromosom, das im normalen Wachstum das Cytosol ausfüllt, nach Linezolid-Zugabe komprimierte und den Kontakt zur Membran verlor. Eine Verbindung zwischen Chromosom und Membran wird durch Transertions-Komplexe gebildet. Transertion bezeichnet die simultane Transkription, Translation und Translokation integraler Membranproteine, dabei werden Komplexe aus Chromosom, mRNA, Ribosom, dem entstehendem Protein und den membranständigen SEC-Proteintransportern gebildet. Aus der Kombination der Ergebnisse wurde geschlossen, dass durch die Linezolid ausgelöste Translations-Hemmung die Transertionskomplexe aufgelöst werden und dadurch die Protein-Translokation vermindert wird. Auch die Defekte in der Zellteilung können so erklärt werden, da so das Chromosom eine Struktur-gebende Funktion für die Zellteilung verliert. Bisher war nicht vollständig bekannt, wie die strukturelle Ordnung in der Zellteilung von Staphylokokken entsteht.
Clostridioides difficile is the leading cause of antibiotic-associated diarrhea referring to infections of the gastrointestinal tract in the course of (broad-spectrum)antibiotic therapy. While antibiotic therapy, preferentially with fidaxomicin or vancomycin, often stops the acute infection, recurrence events due to remaining spores and biofilm-associated cells are observed in up to 20% of cases. Therefore, new antibiotics, which spare the intestinal microbiota and eventually clear infections with C. difficile are urgently required. In this light, the presented work aimed at the evaluation and characterization of three natural product classes, namely chlorotonils, myxopyronins and chelocardins, with respect to their antimicrobial activity spectrum under anaerobic conditions and their potential for the therapy of C. difficile infections. Briefly, compounds of all three classes were screened for their activity against a panel of anaerobic bacteria. Subsequently, the systemic effects of selected derivatives of each compound class were analyzed in C. difficile using a proteomics approach. Finally, appropriate downstream experiments were performed to follow up on hypotheses drawn from the proteomics datasets. Thereby, all three compound classes demonstrated significant activity against C. difficile. However, chelocardins similarly inhibited the growth of other anaerobes excluding chelocardins as antibiotic candidates for C. difficile infection therapy. In contrast, chlorotonils demonstrated significantly higher in vitro activity against C. difficile and close relatives compared to a small panel of other anaerobes. In addition, it could be shown that chlorotonils affect intracellular metal homeostasis as demonstrated in a multi-omics approach. The data led to speculate that chlorotonils eventually affect cobalt and selenate availability in particular. Moreover, a metaproteomics approach verified that oral chlorotonil treatment only marginally affected the intestinal microbiota of piglets on taxonomic and functional level. Furthermore, the proteome stress response of C. difficile 630 to myxopyronin B, which similarly showed elevated activity against C. difficile compared to a few other anaerobes, indicated that the antibiotic inhibited early toxin synthesis comparatively to fidaxomicin. Finally, evidence is provided that C. difficile 630 responds to dissipation of its membrane potential by production and accumulation of aromatic metabolites.
The thyroid as the largest endocrine gland mainly produces and secretes the thyroid hormones (TH): 3,3’,5-triiodo-L-thyronine (T3) and its pro-hormone L-thyroxine (T4). Besides the impact on growth, normal development, bone marrow structure, the cardiovascular system, body weight and thermogenesis, TH play a vivid role in many metabolic regulatory mechanisms in almost all tissues. Thyroid diseases are relatively prevalent and cause, due to the resulting TH imbalances, a broad spectrum of effects. Many of them manifest in pathologically increased or decreased TH levels defined as hyperthyroidism or hypothyroidism, respectively. Routinely, determination of the thyroid state is based on the assessment of the classical markers TSH and free T4. However, this practice has several drawbacks. Moreover, elucidation of the pleiotropic effects of TH on multiple molecular pathways is mostly based on cell culture, tissue and rodent models. Analysis of animal biofluids like serum and urine using metabolomics approaches demonstrated the extensive impact of TH on other body compartments. In contrast, proteome profiling has not been exploited for the comprehensive characterization of the general metabolic effects of TH. Plasma as a large and diverse compartment of the human proteome provides a great opportunity to identify novel protein markers of thyroid function as well as to characterize metabolic effects of TH in humans.
Therefore, a study of experimental thyrotoxicosis was performed with 16 male volunteers treated with 0.25 mg/d levothyroxine (L-T4) for 8 weeks to induce a hyperthyroid state. Plasma samples were collected before the L-T4 application started, two times during the treatment and additionally two times after withdrawal. Proteome analysis revealed remarkable alterations including increased levels of two known proteins known to correlate with TH levels (sex hormone-binding globulin and cystatin C). The correlation with free T4 levels revealed 76 out of 437 detected proteins with a Pearson correlation coefficient of r ≥ |0.9|. One prominent signature included 10 coagulation cascade proteins exhibiting significantly increased plasma levels during thyrotoxicosis, thereby revealing a trend towards a hypercoagulative state in hyperthyroidism. To overcome the statistical drawbacks of the Pearson correlation analysis, additionally a mixed-effect linear regression model using serum free T4 concentrations as exposure and protein abundances as outcome while controlling for age, BMI, and batch was implemented. Application of this model resulted in the detection of 63 proteins with significant associations to free T4 levels. Besides the already mentioned augmented coagulation, a significant drop in the amounts of three apolipoproteins (ApoD, ApoB-100 and ApoC3) was observed. Furthermore, an increased abundance of proteins assigned to the complement system was detected.
Experimental studies in humans were complemented by corresponding analyses in murine models. In the current work, plasma samples of two murine studies including male C57BL/6 wildtype mice were analyzed to elucidate the impact of thyroid dysfunction on the plasma proteome. The first study was similarly designed as the human model of experimentally induced thyrotoxicosis and assigned the animals to three groups: a control group, a T4 treatment group, and a T4 recovery group, whereupon the latter first received T4 followed by a subsequent TH normalization period. A high proportion of plasma proteins exhibited significantly different protein levels during T4 application (n = 120), where 90 of these also showed a corresponding reverse trend after T4 withdrawal (T4 recovery vs. T4), thereby displaying transient alterations. The molecular pattern of hyperthyroidism in the murine model indicated, as in the human study, a pronounced decrease in apolipoproteins. However, in clear contrast to the human data, the levels of proteins related to the coagulation cascade and complement system were also transiently decreased in mice, while being increased in humans.
The second murine analysis focused on the impact of hyper- and hypothyroidism caused by T3 or T4 treatment and MMI/KClO4 application, respectively. In general, compared to the first murine study less clear alterations of protein levels were detected. Proteins related to the complement system revealed fewer changes in the T3 group and only marginal changes after T4 induction. Unexpectedly, the MMI/KClO4-induced hypothyroidism caused a reduction of the levels of several proteins assigned to the complement system, although different components and factors were affected.
Generally, rodent studies partially provided a divergent picture of TH action as compared to human studies. However, in spite of inconsistent results in studies regarding the effects of TH that are possibly due to species-specific differences, an important role of TH on several metabolic and other pathways, e.g. in the process of blood coagulation and apolipoprotein regulation, is evident. The results from both murine and human studies presented here provide novel insights into changes in the plasma proteome in the context of thyroid diseases which might contribute to a better understanding of TH action on metabolism and other pathways.
Members of the species Bacillus pumilus get more and more in focus of the biotechnological industry as potential new production strains. Based on secretome analysis, Bacillus pumilus strain Jo2, possessing high secretion capability, was chosen for an omics based investigation. The physiology of Bacillus pumilus cells growing either in minimal or complex medium was analyzed by a combination of proteomic and metabolomic methods. Master gels of the cytosolic and the secreted proteome covering major parts of the main metabolic pathways were created by means of 2D gel electrophoresis. Quantification of 2D gels allowed displaying the most abundant proteins in these sub-proteomes. Application of the GeLC-MS/MS technique tripled the number of identified proteins and enabled detection of many intrinsic membrane proteins. In total, 1542 proteins were identified in growing B. pumilus cells, among them 1182 cytosolic proteins, 297 membrane and lipoproteins and 63 secreted proteins. This accounts for about 43 % of the 3616 proteins encoded in the B. pumilus Jo2 genome sequence. By using GC-MS, IP-LC/MS and H-NMR methods numerous metabolites were analyzed and assigned to the reconstructed metabolic pathways. Our data indicate that applying a combination of proteomic and metabolomic techniques a comprehensive view of the physiology of growing B. pumilus cells can be gained. In addition, selected production-relevant genome features such as the restriction modification system, NRPS clusters and the secretory system of B. pumilus Jo2 are discussed. In their natural habitat, the soil, B. pumilus cells are often exposed to growth limiting conditions due to the lack of sufficient amounts of nutrients. Such limitations can also occur during fermentation conditions and will negatively influence the efficiency of the process. Glucose is the main carbon and energy source of B. pumilus. Thus, a deficiency of glucose has an enormous impact on cell growth. A 1D LC-MS/MS approach was performed to quantify the proteins using an N14/N15 labeling and to analyze the changes in the protein equipment when B. pumilus cells stop their exponential growth and become stationary due to limitation of glucose. 1033 proteins in the cytosolic fraction of B. pumilus cells were quantified and 272 of them appeared to be upregulated when the cells experience glucose starvation. 2D-PAGE was used to analyze the exoproteome of those cells. Glucose starving B. pumilus cells seemed to focus on usage of proteins and peptides as alternative carbon and energy sources instead of other carbohydrates. Especially the exoproteome of glucose starving cells is dominated by proteases and peptidases. Furthermore, cells used fatty acids as carbon source indicated by upregulation of enzymes involved in β-oxidation and the methylcitrate pathway. Bacillus pumilus is characterized by a higher oxidative stress resistance than other comparable industrially relevant Bacilli such as B. subtilis or B. licheniformis. In this study the response of B. pumilus to oxidative stress was investigated during a treatment with high concentrations of hydrogen peroxide at the proteome, transcriptome and metabolome level. Genes/proteins belonging to regulons, which are known to have important functions in the oxidative stress response of other organisms, were found to be upregulated, such as the Fur, Spx, SOS or CtsR regulon. Strikingly, parts of the fundamental PerR regulon responding to peroxide stress in B. subtilis are not encoded in the B. pumilus genome. Thus, B. pumilus misses the catalase KatA, the DNA-protection protein MrgA or the alkyl hydroperoxide reductase AhpCF. Data of this study suggests that the catalase KatX2 takes over the function of the missing KatA in the oxidative stress response of B. pumilus. The genome-wide expression analysis revealed an induction of bacillithiol (Cys-GlcN-malate, BSH) relevant genes. An analysis of the intracellular metabolites detected high intracellular levels of this protective metabolite, which indicates the importance of bacillithiol in the peroxide stress resistance of B. pumilus. Using the physiological knowledge gained during our studies, we analyzed samples taken during an industrial fermentation process. Five samples were taken during the processes using a protease overexpressing B. pumilus strain and a non-overexpressing B. pumilus reference strain. 2D-PAGE was employed to analyze the samples. 448 proteins could be identified in the samples from the protease overexpressing stain as well as 453 proteins in the reference strain. The proteins were quantified relatively comparing the different growth phases of each strain as well as comparing the strains to each other. The physiological knowledge gained from the shake flask studies enabled us to interpret the findings. Both strains showed an induction of proteins involved in acquisition of alternative carbon sources and of proteins involved in degradation and usage of fatty acids, e.g. the methylcitrate pathway, when they stop exponential growth. This is comparable to the results gained from the analysis of B. pumilus cells under glucose limitation, indicating similar conditions during the processes. Especially in the late phases of the fermentation processes the cells were obviously exposed to severe stress conditions. Our results demonstrated that overexpressing cells showed a significantly stronger oxidative stress response at the end of the fermentation process compared to non-overexpressing cells, which indicated that not only the high cell densities but also the overproduction of the target protein might be responsible for these conditions.
Symbiotic interactions are a key element of biological systems. One powerful strategy to gain insight into these interactions, and into biological systems in general, is the analysis of proteins expressed in situ using metaproteomics. In this thesis, host-microbe interactions in two mutualistic associations between chemosynthetic sulfur-oxidizing endosymbionts and marine invertebrates, the deep-sea tubeworm Riftia pachyptila and the shallow-water clam Codakia orbicularis, were studied by adapted and optimized metaproteomics methods.
The Riftia symbiosis, which inhabits hydrothermal vents in the deep sea, and in which the host completely depends on its symbiont for nutrition, has fascinated researchers for about four decades. Yet, the interaction mechanisms between both partners have been understudied so far. Additionally, while different aspects of the host’s biology have been described, a comprehensive analysis has been lacking. Moreover, although only one symbiont 16S rRNA phylotype is present in Riftia, the symbiont population of the same host expresses proteins of various redundant or opposed metabolic pathways at the same time. As the symbionts also exhibit a wide variety in size and shape, symbionts of different size might have dissimilar physiological functions, which remained as of now to be elucidated. In this thesis, we addressed both, the host-symbiont interaction mechanisms, and physiological roles of symbiont subpopulations. A comprehensive Riftia host and symbiont protein database was generated as prerequisite for metaproteomics studies by de novo sequencing the host’s transcriptome and combining it with existing symbiont protein databases. This database was then used for metaproteomics comparisons of symbiont-containing and symbiont-free Riftia tissues, to gain insights into host-symbiont interactions on the protein level. The impact of energy availability on host-symbiont interactions was studied by comparing specimens with stored sulfur (i.e., high energy availability) with specimens in which sulfur storages were depleted. We employed optimized liquid chromatography peptide separation to increase metaproteome coverage. With this analysis, we identified proteins and mechanisms likely involved in maintaining the symbiosis, under varying environmental conditions. We unraveled key interaction mechanisms, i.e.: (i) the host likely digests its symbionts using abundant digestive enzymes, and, at the same time, (ii) a considerable part of the worm’s proteome is involved in creating stable internal conditions, thus maintaining the symbiont population. Furthermore, (iii) the symbionts probably employ eukaryote-like proteins to communicate with the host. (iv) Under conditions of restricted energy availability, the host apparently increases digestion pressure on the symbiotic population to sustain itself.
Riftia symbionts of different size apparently have dissimilar metabolic roles, as revealed in this thesis. We enriched symbionts of different sizes using gradient centrifugation. These enrichments were subjected to protein extraction using a protocol optimized for the small sample amount available. Metaproteomics analysis included a gel-based workflow and evaluation of the complex dataset with machine learning techniques. Based on our metaproteomics study, we propose that Riftia symbionts of different cell size correspond to dissimilar physiological differentiation stages. Smaller cells are apparently engaged in cell differentiation and host interactions. Larger cells, on the other hand, seem to be more involved in synthesis of various organic compounds. Supposedly, in large symbionts endoreduplication cycles lead to polyploidy. Our results indicate that the Riftia symbiont employs a large part of its metabolic repertoire at the same time in the stable host environment.
The symbiont of the shallow-water clam Codakia orbicularis, which, like the Riftia symbiont, relies on reduced sulfur compounds as energy source and fixes inorganic carbon, is, unexpectedly, also able to fix atmospheric nitrogen, as shown by metaproteomic, genomic and biochemical analysis. Potentially, this benefits the host, as Codakia digests its symbiont and might thus supplement its diet with organic nitrogen fixed by the symbionts in addition to organic carbon in its nitrogen-poor seagrass habitat.
Streptococcus pneumoniae is one of the leading human pathogen causing morbidity and mortality worldwide. The pneumococcus can cause a variety of different diseases ranging from mild illnesses like otitis media and sinusitis to life-threatening diseases such as pneumonia, meningitis and sepsis. Mostly affected are infants, elderly and immune-suppressed patients. Although, there are vaccines against pneumococci available, still hundreds of thousands of people got infected each year. These vaccines are targeting the pneumococcal polysaccharide capsule. Because of the high number of different serotypes, it is not possible to generate a vaccine against all present serotypes. In the last years a shift to non-vaccine serotypes was noticed. This strengthens the need for the development of vaccines which do not target polysaccharides. Thus, proteins came into focus as potential new vaccine candidates or targets for drug treatment, because several proteins are highly conserved among different strains or even genera. Proteome analyses can give insights into the protein composition in a certain state of a bacterium. So, targets can be identified, which are especially expressed under infection-relevant conditions. Iron limitation is one of these conditions and the knowledge on iron acquisition in pneumococci is still limited. Iron is an essential trace element and as redox-active catalyst or as cofactor involved in various key metabolic pathway in nearly all living organisms and thus also in bacteria. For instance, iron is necessary during biosynthesis of amino acids and in electron transport as well as in DNA replication. Within the human host iron is extremely limited due to its high insolubility under physiological conditions, which is part of the nutritional immunity of its human host. Hence, bacteria had to evolve mechanism to overcome iron starvation. In this thesis the adaptation process triggered by iron limitation in the S. pneumoniae serotype 2 strain D39 was investigated in a global mass spectrometry-based proteome analysis.
In preceding growth experiments the pneumococcal growth was adapted to the needs of proteomic workflows. In order to investigate the pneumococcal response to iron limitation, the organic iron-chelating agent 2,2’-bipyridine (BIP) was applied. For the quantification of changes in protein abundances comparing stress to control conditions the very reliable and robust metabolic labeling technique Stable Isotope Labeling with Amino Acids in Cell Culture (SILAC) was used. This method requires the bacterial cultivation in a chemically defined medium, for which reason modified RPMI 1640 medium was chosen. A pooled protein extract with heavy labeled amino acids was applied as an internal standard, which included proteins expressed under control and stress condition, to control, BIP and BIP-iron-complex (BIP control experiment) samples. Samples were analyzed by liquid chromatography coupled directly to a tandem mass spectrometer. It is described that under iron-restricted conditions proteins associated to pathogenesis are higher abundant in pathogenic bacteria like Staphylococcus aureus. Hence, similar observations were expected also for the proteomic adaptation of S. pneumoniae, but the first results showed a reduction in protein abundance of virulence factors. In order to explain these results inductively-coupled-plasma mass spectrometry was executed to determine the iron concentration of chemically defined medium (CDM) used in this experiment. The analysis revealed a relatively low iron concentration of approximately 190 µg l-1. Therefore, the iron concentration of the complex medium THY, in which pneumococci are usually grown, was investigated. THY contains four-fold (740 µg l-1) more iron than the CDM. Subsequently, an additional iron limitation approach was carried out in THY. As SILAC is not applicable in complex media like THY, MaxLFQ was applied as quantification method in this case. Because two different media were used, an additional comparative proteome analysis with regard to the two investigated media was executed.
Comparing the protein composition in both cultivation media it became clear that pneumococci exhibit a totally different proteome depending on the medium. Major differences were found in metabolisms of amino acids, vitamins and cofactors as well as in pathogenesis-associated proteins. These differences have to be taken into account during the analyses of both iron limitation approaches. Overall, more proteins were identified and quantified in CDM samples. The pneumococcal adaptation to iron limitation in both media was different; especially, the alterations in protein abundances of virulence factors. In contrast to the iron limitation in CDM, proteins involved in pathogenesis were higher abundant under iron limitation in THY, which was the expected result. Because of proteomic changes of cell division and lipid metabolism involved proteins in iron-limited pneumococci in CDM, electron microscopic pictures were taken in order to proof cell morphology. The pictures showed an impaired cell division in iron-limited CDM, but not in THY medium. However, both datasets have similarities as well. Thus, the iron uptake protein PiuA is strongly increased in iron-restricted conditions and the abundance of the iron storage protein Dpr is significantly decreased in both datasets. Notably, PiuA and Dpr seem to have important roles during the pneumococcal adaptation to iron-restricted environments.
One the basis of these results, it could be shown that the proteomic response of pneumococci to iron limitation is strongly dependent to the initial iron concentration of the environment. Hence, pneumococci will adapt differently to varying niches and thus potential vaccine candidates should be expressed independently of the localization within the human host.
Rich knowledge about global nutrient cycles and functional interactions can be gained from the perspective of complex microbial proteomes. In this thesis, the application of environmental proteomics allowed for a direct in situ analysis of habitat-specific proteomes expressed by respective microbial communities from two different marine ecosystems. In the first part of this thesis, unculturable symbiont populations from tubeworms that colonize hydrothermal vents of the Pacific deep sea became accessible by use of community proteomics. This branch of environmental proteomics is generally employed to ascertain simple microbial assemblages derived from in situ samples. The proteome study was aimed at analyzing adaptations of seemingly monospecific symbionts to different hosts, the tubeworms Tevnia jerichonana und Riftia pachyptila. A comparison of the newly sequenced genomes of symbiont populations from both hosts confirmed that both symbioses involve the same bacterial species. Also the proteome analysis by 2D-PAGE showed a high physiological homogeneity for symbionts from both worm species, although the hosts are exposed to different geochemical conditions. Thus, the hosts provide their symbionts with a relatively stable internal environment by attenuation of external influences. Only minor variations in the symbionts proteomes reflected the differential environmental conditions outside the worms. Hence, the symbionts were able to fine-tune major metabolic pathways and oxidative stress in response to only minor chemical changes within their hosts. Moreover, new components of important physiological processes of the bacterial symbionts, like the sulfide oxidation and carbon fixation, were identified by in-depth proteomics of the Riftia symbiosis model system. The in situ protein samples showed as well that, in contrast to an earlier hypothesis, nitrate is used as an alternative electron acceptor. In the second part of this thesis, another branch of environmental proteomics called metaproteomics was applied to investigate the response of a bacterioplankton community to a spring phytoplankton bloom in the North Sea. Recurrent plankton blooms are a common phenomen of coastal areas, which however has only been investigated with limited resolution in biodiversity. Based on large-scale proteomic data sets it was found that specialized populations of Bacteroidetes, Gammaproteobacteria and Alphaproteobacteria exhibited differential protein expression patterns. These involved oligomer transporters, glycoside hydrolases and phosphate acquisition proteins. A successive utilization of algal organic matter by microbes indicated a series of ecological niches occupied by the heterotrophic picoplankton. Key proteins, identified by metaproteomics, were further investigated by studying a model bacterium to define their specificities regarding the utilization of algal glycans. By isotope labeling of proteins, quantitative proteomics of the North Sea isolate Gramella forsetii KT0803, a Bacteroidetes representative could be conducted. The adaptation to the algal polysaccharides alginate and laminarin in comparison with glucose was analyzed. G. forsetii proved to be a specialist for the chosen algal polymers, in particular for glucans like laminarin. Primarily comprehensive clusters, the so-called polysaccharide utilization loci (PULs) were activated. The results of this model study complemented the basic concepts obtained by the metaproteomic approach about carbon cycling in coastal systems. The accessibility of numerous unculturable marine microbes by environmental proteomics allows to improve our understanding of interactions that drive symbioses or complex communities. Adaptations to environmental parameters, such as the abundance of substrates, can be analyzed and associated with respective populations. Thus statements can be made for functional groups of microorganisms, their ability for the creation of niches and their flexibility to respond to varying environmental impacts. The increasing number of marine model bacteria enables targeted analysis of specificities and adaptations and hence to support the environmental proteomics approach.
Understanding of the regulatory mechanisms controlling stress gene expression of S.aureus in response to environmental stress is very essential in studying its fitness and virulence. In this work, the changes in protein expression profiles as well as the gene transcription of S.aureus after heat exposure, osmotic stress and in response to the antibiotic puromycin were studied in order to provide detailed insights into the response of S.aureus to various kinds of environmental stress under in vitro conditions, namely: (1) to investigate the global response of S.aureus to heat stress conditions using transcriptomic and proteomic analyses. (2) to study the transcriptome and proteome of S.aureus in response to antibiotic substance puromycin. (3) to define the proteome signatures of S.aureus under NaCl stress condition. (4) to complete the proteome map of cytoplasmic proteins of S.aureus by identifying proteins exclusively synthesized during the exposure to stress. Firstly, the high resolution 2-D protein gel electrophoresis technique combined with MALDI-TOF-MS and a DNA array approach were used to investigate the cellular response of S.aureus to heat stress. A switch from normal growth temperature to high temperature condition revealed complex changes in the protein expression pattern as well as the genes expression profile. The effect of puromycin stress on S.aureus cells was analyzed, using a gel-based proteomic approach and transcriptomic analyses with DNA microarrays. We compared the protein synthesis pattern as well as the transcription data of S.aureus in response to puromycin stress with that in response to heat shock. The results demonstrated that both stress conditions induced specific, overlapping and general responses. Finally, the protein expression profile of S.aureus in response to NaCl stress was analyzed with 2D gel based proteomic approach. Our proteome analyses revealed the repression of the synthesis of many enzymes belong to different metabolism pathways . In summary, the signatures for stress or starvation stimuli can be used as diagnostic tools for the prediction of the mode of action of new antibiotics or for studying the physiological state of cells grown. Expression of the respective genes under in vivo conditions could provide some ideas on the environmental signals that specifically influence the survival of S.aureus within and outside the host.
Massenspektrometrie hat sich zur Methode der Wahl für die globale relative und absolute Proteinquantifizierung entwickelt. Da das vorhandene Methodenspektrum in der Anzahl der zu analysierenden Proben limitiert ist und bei der Vermeidung von Vorfraktionierungstechniken keine globale Analyse erlaubt, war es das Ziel dieser Dissertation das Methodenspektrum anhand von anschaulichen Beispielen zur physiologischen Proteomanalyse Gram positiver Bakterien zu erweitern. Dazu erstreckt sich diese Arbeit von der Erweiterung der Anwendungsmöglichkeiten der Isotopen markierten relativen Quantifizierungsmethode, über die Entwicklung eines globalen markierungsfreien relativen Quantifizierungsansatzes bis zur globalen absoluten Quantifizierung und weiter im speziellen der Stöchiometrie-Aufklärung eines Proteinkomplexes. Die Kombination aus 14N/15N metabolischer Markierung mit der GeLC-MS Technik erlaubt eine robuste relative Quantifizierung auf globaler Ebene. Durch die Verwendung eines internen 15N-markierten Referenzextraktes wurde eine bisher nicht erreichte zeitliche Auflösung von zehn Zeitpunkten bei der Untersuchung eines Nährstoffwechsels zwischen den bevorzugten Kohlenstoffquellen, Glukose und Malat, des Gram positiven Modellorganismus Bacillus subtilis erreicht. Dieses Experiment zeigte klar, dass die Anpassung an Malat als zweite Kohlenstoffquelle sehr schnell passiert. Im Gegensatz dazu findet die Anpassung an Glukose als zusätzliche Kohlenstoffquelle mit einer zeitlichen Verschiebung von ca. 45 Min. statt. Diese Ergebnisse legen den Schluss nahe, dass die Anpassung an Malat hauptsächlich auf post-transkriptioneller Ebene geschieht und die Anpassung an Glukose auf transkriptioneller Ebene stattfindet. Die geringe Reproduzierbarkeit von Vorfraktionierungstechniken beschränkt ihre Anwendung während einer markierungsfreien Quantifizierung. Die eingeschränkte Kombinationsmöglichkeit mit Vorfraktionierungstechniken führt zu einer geringeren Anzahl an identifizierten und quantifizierten Proteinen, was durch den Einsatz von Ausschlusslisten mit optimierten Messparametern in wiederholten Messungen mit einer eindimensionalen Chromatographie ausgeglichen wurde. Im Vergleich zu einer einfachen Wiederholung der Messung konnte die Anzahl an identifizierten Peptiden um 32 % gesteigert werden. Der Ausschlusslistenansatz konnte anschließend erfolgreich für eine markierungsfreie globale Proteinquantifizierung der Stickstoffmonoxid (NO) Stressantwort des humanpathogenen Stapylococcus aureus eingesetzt werden. Die Ergebnisse wurden mittels paralleler Quantifizierung mit 14N/15N metabolischen Markierung verifiziert. Mit dem Ansatz wurden fast 50 % des gesamten Proteoms identifiziert und 70 % davon konnten mit einem zu dem Markierungsexperiment vergleichbaren Ergebnis quantifiziert werden. Die Proteomsignatur der NO-Stressantwort zeigte eine hohe Ähnlichkeit zu der von Antibiotika, die wie NO zu DNA-Strangbrüchen führen. Auch bei der absoluten Proteinquantifizierung kann nicht ohne Weiteres eine Vorfraktionierung eingesetzt werden. Durch die Verwendung einer „multiplexed LC-MS“ (LC-MSE) Methode wurde fast die Hälfte aller zytosolischen Proteine von B. subtilis mit einer hohen durchschnittlichen Sequenzabdeckung von 40 % identifiziert. Die Hi3-Methode ermögliche zusätzlich die absolute Quantifizierung fast aller identifizierten Proteine, die über fast vier Größenordnungen nachgewiesen werden konnten. Die Zuverlässigkeit des Ansatzes wurde für sechs Proteine mit der gut etablierten AQUA-Technik bestätigt. Mit der Hi3-Methode wurden zum einen absolute Proteomsignaturen für unterschiedliche Nährstoffsituationen erstellt, was auch Einblicke in die Regulation der Expression von Aminosäure-Biosynthese und –abbau-Enzyme ermöglichte. Zum anderen konnte gezeigt werden, dass die intrazelluläre Konzentration von ribosomalen und weiteren Wachstumsraten-abhängig benötigten Proteinen sich bei niedrigen Wachstumsraten nicht unterscheidet und erst ab einer Wachstumsrate von 0,8 Std.-1 linear ansteigt. Die vergleichsweise hohe Standardabweichung der Hi3-Methode (~30 %) erschwert ihre Anwendung bei der Bestimmung von nicht gradzahligen Protein-Komplex-Stöchiometrien. Deswegen wurde zur Analyse des RNA-Polymerase-Komplexes von B. subtilis der AQUA-Ansatz gewählt, der sich durch eine sehr geringe Standardabweichung auszeichnet (< 10 %). Dazu wurde ein Protokoll entwickelt, welches auf einer mTRAQ-Markierung der Referenzpeptide und des verdauten Komplexes beruhte. Es war so möglich die bekannte Stöchiometrie des Kernkomplexes RpoA:RpoB:RpoC 2:1:1 zu bestätigen und zusätzlich die zwei ω-Unterheiten und die σ-Faktoren σA und σB absolut zu bestimmen. Die Menge an σB im Komplex nahm nach Glukose-Hunger und Ethanol-Stress auf bis zu 5 % zu und es konnte gezeigt werden, dass sich die Menge einer ω-Unterheit (YloH) sich im gleichen Maße im Komplex ändert, wie die Menge an σA.