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Monoterpenes and their monoterpenoid derivatives form a subclass of terpene(oid)s. They are widely used in medicines/pharmaceuticals, as flavor and fragrance compounds, or in agriculture and are also considered as future biofuels. However, for many of these substances, the extraction from natural sources poses challenges such as occurring at low concentrations in their raw material or because the natural sources are diminishing. Furthermore, many of the structurally more complex terpenoids cannot be chemically synthesized in an economic way. Therefore, microbial production provides an attractive alternative, taking advantage of the often distinct regio- and stereoselectivity of enzymatic reactions. However, monoterpenes and monoterpenoids are challenging products for industrial biotechnology processes due to their pronounced cytotoxicity, which complicates the production in microorganisms compared to longer-chain terpenes (sesquiterpenes, diterpenes, etc.).
The aim of this thesis was to generate a biotechnological complement to fossil-resources-based chemical processes for industrial monoterpenoid production. Therefore, a starting point for the further development of a microbial cell factory based on the microbe Pseudomonas putida KT2440 was aimed to be created. This production organism should be able to conduct a whole- cell biocatalysis to selectively oxyfunctionalize monoterpene hydrocarbons using renewable industrial by-products and waste streams as raw material for monoterpenoid production (Figure 1). As a model substance, the production of (-)-menthol should be addressed due to its industrial significance. (-)-Menthol is one of the world’s most widely-used flavor and fragrance compounds by volume as well as a medical component, having an annual production volume of over 30,000 tons. An approach for (-)-menthol production from renewable resources could be a biotechnological(-chemical) two-step conversion (Figure 1), starting from (+)-limonene, a by-product of the citrus fruit processing industry.
The thesis project was divided into three parts. In the first part, enzymes (limonene-3- hydroxylases) were to be identified that can convert (+)-limonene into the precursor of (-)-menthol, (+)-trans-isopiperitenol. To counteract product toxicity, in the second part, the tolerance of the intended production organism P. putida KT2440 towards monoterpenes and their monoterpenoid derivatives should be increased. Finally, in the third part, the identified hydroxylase enzymes would be expressed in the improved P. putida KT2440 strain to create a whole-cell biocatalyst for the first reaction step of a two-step (-)-menthol production, starting from (+)-limonene.
To achieve these objectives, different genetic/molecular biology and analytical methods were applied. In this way, two cytochrome P450 monooxygenase enzymes from the fungi Aureobasidium pullulans and Hormonema carpetanum could be identified and functionally expressed in Pichia pastoris, which can catalyze the intended hydroxylation reaction on (+) limonene with high stereo- and regioselectivity. A further characterization of the enzyme from A. pullulans showed that apart from (+) limonene the protein can also hydroxylate ( ) limonene, - and -pinene, as well as 3-carene.
Furthermore, within this thesis, mechanisms of microbial monoterpenoid resistance of P. putida could be identified. It was shown that the different monoterpenes and monoterpenoids tested have very different toxicity levels and that mainly the Ttg efflux pumps of P. putida GS1 are responsible for the tolerance to many of these compounds. Based on these results, a P. putida KT2440 strain with increased resistance to various monoterpenoids, including isopiperitenol, could then be generated, which can be used as a host organism for the further development of monoterpenoid-producing cell factories.
While within the scope of this work the heterologous expression of the fungal gene in prokaryotic cells in a functional form could not be realized despite different approaches, the identified enzymes, the monoterpenoid-tolerant P. putida strain and a plasmid developed for heterologous gene expression in P. putida provide a starting point for the further design of a microbial cell factory for biotechnological monoterpenoid production.
The blood-brain barrier (BBB) protects the brain microenvironment from external damage. It is formed by endothelial cells (ECs) lining the brain vessels, expressing tight junctions and having reduced transcytosis, resulting in a very low paracellular and transcellular passage of substances, respectively (low permeability). The specific BBB phenotype is maintained by Wnt molecules secreted by astrocytes (ACs) that bind to receptors in ECs, and start a molecular cascade that leads to β-catenin translocating to the nucleus and activating the transcription of BBB genes.
An increasing number of studies report BBB dysfunction in Alzheimer’s disease (AD), although the topic is currently under debate. AD is a neurodegenerative condition characterized by brain depositions of Aβ aggregates and Tau neurofibrillary tangles. The aetiology of AD is unknown, although round 5% of all AD cases have a genetic origin. Mutations in APP or PSEN1/2 can lead to Aβ over-production and accumulation, causing familiar AD. There is no cure for AD, as all clinical trials failed during the past years. Consequently, I studied the role of the BBB in AD, aiming to investigate if a BBB dysfunction occurs in AD, and to identify by transcriptomic analysis novel gene regulations happening at the BBB in AD. The final objective was to evaluate the potential of identified BBB genes as therapeutical target.
I used transgenic mice expressing the human APP mutations Swiss, Dutch and Iowa under the control of the neuronal promoter Thy1 (Thy1-APPSwDI) as AD model. In this AD mouse model, I could detect Aβ deposits and memory loss by immunofluorescence (IF) and behavioural tests. Importantly, I identified an increase of BBB permeability to 3-4 kDa dextrans in 6 months, 9-12 months, and 18 months or older AD mice compared to age-matched control wild types (WT), indicating BBB dysfunction in AD mice.
In order to study the BBB transcriptional changes in AD, I sequenced the RNA from 6 and 18 months old AD and WT mouse brain microvessels (MBMVs), as well as of FACS-sorted ECs, mural cells (MuCs), ACs, and microglia (MG) in collaboration with GenXPro, a company specialized in 3’ RNA sequencing. Currently, no transcriptomic datasets of ECs and MuCs are publicly available, suggesting that this is the first study sequencing those cell types in the context of AD.
The analysis of sequencing data from MBMVs and ECs revealed a Wnt/β-catenin repression, and an increase of inflammatory genes like Ccl3 in ECs, that could explain the BBB dysfunction observed in AD mice. Furthermore, the sequencing data from MuCs identified a set of 11 genes strongly regulated in both 6 and 18 month AD groups. Three of those 11 genes are known to be involved in inflammatory processes, demonstrating that inflammation affects and plays an important role in MuCs and ECs during AD.
Thanks to published sequencing data, some up-regulated MG genes in AD are well known and recognized, such as Trem2 and Apoe. Those genes were found in the FACS-sorted MG data as well, validating the AD model and with it, the other novel sequenced datasets. Importantly, one of the most strongly AD-regulated genes in MBMV and MG samples was Dkk2, a member of the Dickkopf family of secreted proteins known to be involved in Wnt signalling modulation. Importantly, a dual luciferase reporter assay proved that Dkk2 is a Wnt inhibitor. A preliminary immunohistochemistry examination of DKK2 in human brain autopsy tissue from an AD patient and age-matched control revealed a stronger DKK2 immunoreactivity in the AD brain.
In order to answer the question whether a rescue of BBB function would ameliorate AD symptoms, I made use of a tamoxifen-inducible transgenic mouse line to activate the Wnt/β-catenin pathway specifically in ECs, leading to a gain of function (GOF) condition (Cdh5-CreERT2+/–/Ctnnb1(Ex3)fl/fl). This mouse line was then crossed with the AD line, creating AD/GOF and AD/control groups.
AD/GOF mice performed better in a Y-Maze memory test than AD/controls when the Wnt/β-catenin pathway was induced before AD onset, indicating a protective effect. Moreover, the finding implies that shielding BBB functioning in AD further protects the brain from AD toxic effects, suggesting an important role of brain vasculature in AD and its potential as therapeutic target.
Synaptic plasticity is the activity dependent alteration of the composition, form and strength of synapses and believed to be the underlying mechanism of learning and memory formation. While initial changes in synaptic transmission are caused by second messenger signaling pathways and rapid modifications in the cytoskeleton, to achieve stable and persistent changes at individual synapses, the expression of new mRNAs and proteins is required. The central dogma postulated that the cell body is the only source of newly synthesized proteins. For neurons, with their unique morphology, this meant that proteins would need be transported long distances, often hundreds of microns, to reach their destined locations in dendrites and at spines. To overcome this limitation, neurons have developed a strategy to regulate protein synthesis locally by distributing thousands of mRNAs into neuronal processes and use them for local protein synthesis. Ample research has demonstrated the importance of local protein synthesis to many forms of long-term synaptic plasticity. One potential regulator of mRNA localization and local translation in neurons are non-coding RNAs. Intensive work over the past decades has highlighted the importance of non-coding RNAs in many aspects of brain function. The aim of this thesis is to obtain a better understanding of the role of non-coding RNAs in synaptic function and plasticity in the murine hippocampus. For this, we focused our studies on two classes of non-coding RNAs.
In the first part of my thesis, I describe our efforts on characterizing circular RNAs, a novel and peculiar family of non-coding RNAs, in the murine hippocampus by combining high throughput RNA-Sequencing with fluorescence in situ hybridization. Furthermore, we investigated the mechanisms of circular RNA biogenesis in hippocampal neurons by temporarily inhibiting spliceosome activity and analyzing the differentially regulated circular RNAs.
The compound class of the fabclavines was described as secondary or specialized metabolites (SM) for Xenorhabdus budapestensis and X. szentirmaii. Their corresponding structure was elucidated by NMR and further derivatives could be identified in both strains. Biochemically, fabclavines are hybrid SMs derived from two non-ribosomal-peptide-synthetases (NRPS), one type I polyketide-synthase (PKS) and polyunsaturated fatty acid (PUFA) synthases. In detail, a hexapeptide is connected via partially reduced polyketide units to an unsual polyamine. Structurally, they are related to the (pre-)zeamines, described for Serratia plymuthica and Dickeya zeae. Fabclavines exhibit a broad-spectrum bioactivity against a variety of different organisms like Grampositive and Gram-negative bacteria, fungi, protozoa but also against eukaryotic celllines.
In this work, the fabclavine biosynthesis was elucidated and assigned to two independently working assembly lines. The NRPS-PKS-pathway is initiated by the first NRPS FclI via generation of a tetrapeptide, which is elongated by the second NRPS FclJ, leading to a hexapeptide. Alternatively, FclJ can also act as direct start of the biosynthesis, resulting in the final formation of shortened fabclavine derivatives with a diinstead of a hexapeptide. In both cases, the peptide moiety is transferred to the iterative type I PKS FclK, leading to an elongation with partially reduced polyketide units. The resulting NRPS-PKS-intermediate is still enzyme-bound. The PUFA-homologues FclC, FclD and FclE in combination with FclF, FclG and FclH belong to the polyamine-forming pathway. Briefly, repeating decarboxylative Claisen thioester condensation reactions of acyl-coenzym A building blocks lead to the generation of an acyl chain in a PKS- or fatty acid biosynthesis-like manner. The corresponding β-keto-groups are either completely reduced or transaminated in a specific and repetitive way, resulting in the concatenation of so-called amine-units. The final β-keto-group is reduced to a hydroxy-group and the intermediate is reductively released by the thioester reductase FclG. A subsequent transamination step leads to the final polyamine. The NRPS-PKS- as well as the polyamine-pathway are connected by FclL. This condensation domain-like protein catalyzes the condensation of the polyamine with the NRPS-PKS-part, which results in the release of the final fabclavine. The results are described in detail in the first publication (first author).
Fabclavine biosynthesis gene cluster (BGC) are widely spread among the genus Xenorhabdus and Photorhabdus. In Xenorhabdus strains a high degree of conservation regarding the BGC synteny as well as the identity of single proteins can be observed. However, Photorhabdus strains harbor only the PUFA-homologues. While in Photorhabdus no product could be detected, our analysis revealed that the Xenorhabdus strains produce a large chemical diversity of different derivatives. Briefly, the general backbone of the fabclavines is conserved and only four chemical moieties are variable: The second and last amino acids of the NRPS-part, the number of incorporated polyketide units as well as the number of amine units in the polyamine. In combination with the elucidated biosynthesis, these variables could be assigned to single biosynthesis components as diversity mechanisms. Together with the 10 already described derivatives, a total of 32 derivatives could be detected. Interestingly, except for taxonomic closely related strains, all analyzed strains produce their own set of derivatives. Finally, we could confirm that the fabclavines are the major bioactive compound class in the analyzed strains under laboratory conditions. The results are described in detail in the second publication (first author).
Together with our collaboration partner Prof. Selcuk Hazir a potent bioactivity against Enterococcus faecalis, which is associated with endodontic infections, could be contributed to X. cabanillasii. Here, we could confirm that this bioactivity can be assigned to the fabclavines. The results are described in detail in the third publication(co-author).
Among the genus Xenorhabdus, X. bovienii represents an exception as its NRPS and PKS genes of the fabclavine BGC are missing or truncated, resulting in the exclusive production of polyamines. Furthermore, its PUFA-homologue FclC harbors an additional dehydratase (DH) domain. Upon extensive analysis a yet unknown deoxy-polyamine was identified and assigned to this additional domain. Finally, the DH domain was transferred into other polyamine pathways. Regardless of an in cis or in trans integration, the chimeric pathways produced deoxy-derivatives of its naturally occurring polyamines, suggesting that this represents another diversification mechanism. The results are described in detail in the attached manuscript (first author).
Für ausgewählten Patienten mit Aortenklappeninsuffizienz (AI) bietet die Aortenklappenrekonstruktion eine sehr attraktive Alternative zum Klappenersatz, wodurch mögliche prothesenbezogene Komplikationen vermieden werden können.
Die begrenzte Zahl der Langzeitstudien sowie das Fehlen von standardisierten Verfahren machen die klappenerhaltende Aortenklappenchirurgie technisch anspruchsvoll.
Ziel dieser Arbeit ist es, die Langzeitergebnisse nach Aortenklappenrekonstruktion zu erfassen und die Haltbarkeit sowie die klappenbezogenen Komplikationen nach klappenerhaltender Aortenklappenchirurgie zu untersuchen.
Hierzu analysierten wir die klinischen Daten von 560 Patienten, die eine operative Versorgung mittels Aortenklappenrekonstruktion erhielten. Dabei wurden sowohl Segelpathologien (bikuspid sowie trikuspid) als auch Aortenwurzelpathologien berücksichtigt. Bei 56% der Patienten (n=313) wurde eine Reimplantation nach David durchgeführt. Bei 247 Patienten wurde bei isolierter Segelpathologie ohne Aortenwurzelbeteiligung eine Segelrekonstruktion durchgeführt. Pathologien der Aortenwurzel konnten mit subkommissuralen Nähten (bei 62 Patienten) oder mit Rekonstruktion des sinotubulären Übergangs (bei 60 Patienten) behoben werden. Begleitende Aorteneingriffe bei Aneurysma oder Dissektion der thorakalen Aorta wurden ebenfalls durchgeführt. So wurden bei 78 Patienten ein partieller Aortenbogenersatz, bei 12 Patienten ein kompletter Aortenbogenersatz und bei 14 Patienten ein Bogenersatz mit „Elephant Trunk“ Technik durchgeführt.
Die Nachuntersuchungen erfolgten anhand eines standardisierten Fragebogens 5 sowie durch transthorakal echokardiographische Verlaufskontrollen. Die durchschnittliche Nachuntersuchungszeit betrug 6.3 ± 4.6 Jahre, 97% der Patienten konnten dabei erfasst werden.
Die 30-Tage-Mortalität betrug 1,4%. Im Langzeitverlauf wurden 132 Verstorbene beobachtet, wobei 13 Patienten aufgrund eines kardiovaskulären Ereignisses verstarben. Das 10-Jahres-Überleben betrug 70%. Eine Reoperation war bei 39 Patienten notwendig, in 25 Fällen aufgrund von signifikanter Restinsuffizienz der Aortenklappe, in 5 Fällen aufgrund eines kombinierten Aortenklappenvitium. Endokarditis führte in 9 Fällen zur Reoperation (0,2% pro Patientenjahr). Die Freiheit von Reoperation betrug 88% nach 10 Jahren. Die klappenbezogenen Komplikationen ergaben eine kumulative linearisierte Inzidenz von 2% pro Patientenjahr.
Schlussfolgernd kann man sagen, dass die Aortenklappenrekonstruktion für ausgewählte Patienten eine gute Alternative zum Aortenklappenersatz darstellt. Die Haltbarkeit der Klappenfunktion erwies sich in der Langzeitbeobachtung als gut. Die adäquate Wahl der Operationstechnik bezogen auf die Pathologie führen zu guten Ergebnissen der Aortenklappenrekonstruktion mit akzeptabler Mortalität und Morbidität im Langzeitverlauf.
Ziel dieser Untersuchung ist es, die Legitimität der Kriminalisierung des Glücksspiels in Brasilien zu hinterfragen. Dies geschieht mit besonderem Augenmerk auf das spezifische brasilianische Glücksspiel, das „Spiel der Tiere“ (Jogo do bicho), das Ende des 19. Jahrhunderts in der Stadt Rio de Janeiro, der Hauptstadt des damaligen kaiserlichen Brasiliens, entstand. Es handelt sich um eine Form des Glücksspiels, die sich in ganz Brasilien verbreitet hat und bereits Gegenstand mehrerer akademischer Studien in den Bereichen Anthropologie und Soziologie war. Das Verbot dieser Art von Glücksspiel, seine Kriminalisierung, seine große Beliebtheit und seine gesellschaftliche Toleranz sind jedoch Gründe dafür, dass das Spiel der Tiere im Besonderen und das Glücksspiel im Allgemeinen auch im juristischen Bereich, insbesondere im Strafrecht, ein bisher vernachlässigter Forschungsgegenstand von großem Interesse ist.
Das Hauptaugenmerk dieser Arbeit liegt auf der Analyse der Kriminalisierung des Glücksspiels, das in Brasilien seit über einem Jahrhundert unter freiem Himmel praktiziert wird. Bei dieser Analyse werden die Gründe für die Kriminalisierung und die Legitimität des Verbots in Frage gestellt. Zu diesem Zweck ist der Text, abgesehen von der Einleitung und der Schlussfolgerung, in sechs Kapitel unterteilt.
Kapitel 1 beschreibt die Geschichte des brasilianischen Tierspiels, die Ursprünge seines Verbots und seiner Kriminalisierung. In Kapitel 2 wird über die Wirklichkeit der Strafverfolgung in diesem „Kriminalitätsbereich“ berichtet. Kapitel 3 stellt den ent-sprechenden Straftatbestand des brasilianischen „Código Penal“ im Kontext der Systematik des brasilianischen Strafgesetzbuches vor. Kapitel 4 widmet sich zunächst den verfassungsrechtlichen Grenzen der Kriminalisierung, und danach einem Überblick über das deutsche Glücksspielverbot und die Glücksspielregulierung. Ergänzt wird diese Suche in Kapitel 5, in dem die Forschung das strafrechtliche Glücksspielverbot in den Kontext der Debatte über die Abgrenzung zwischen und den Zusammenhang von Recht und Moral. Im abschließenden Kapitel 6 wird das (strafrechtlich sanktionierte) Glücksspielverbot mit den klassischen Legitimations-anforderungen konfrontiert.
Was in der strafrechtlichen Literatur der ersten Hälfte des 20. Jahrhunderts zur Rechtfertigung des Verbots zu lesen ist, deutet auf einen großen Einfluss moralischer Argumente hin. Diese Argumente haben bis heute an Gewicht nicht verloren, auch wenn die Befürworter der Beibehaltung der Kriminalisierung versuchen, ihre letztlich moralistische Ideologie gegen das Glücksspiel mit Argumenten wie der Begleitkriminalität des Glückspiels zu verschleiern, die eher eine Folge als eine Ursache der Kriminalisierung ist.
Chronische pulmonale Infektionen mit Pseudomonas aeruginosa (PA) betreffen die überwiegende Mehrheit der erwachsenen Mukoviszidose (Cystische Fibrose, CF) Patienten.
Diese Infektionen führen gesichert zu einer Abnahme der Lungenfunktion und Zunahme der Mortalität der Patienten. Atemwegsviren stehen im Verdacht pulmonale Exazerbationen bei CF-Patienten auszulösen. Unklar ist jedoch, welchen Einfluss eine chronische Infektion mit PA auf die Anfälligkeit und Reaktion des Atemwegsepithels auf virale Infektionen hat.
Das Ziel dieser Arbeit war es daher, die Interaktionen zwischen PA, humanen Rhinoviren (HRV) und primären bronchialen Epithelzellen zu untersuchen. Hierfür wurden Zellen von jeweils drei Patienten mit CF und mit Lungenemphysem aus Lungenexplantaten isoliert und in einem speziellen Air- Liquid-Interface Zellkulturmodell zu einem mukoziliär differenzierten mehrreihigen Flimmerepithel kultiviert. Chronische Infektionen wurden mit klinischen PA Isolaten für einen Gesamtzeitraum von 16 Tagen durchgeführt. Anschließend wurden die Zellen mit HRV infiziert. Schlüsselzytokine, Interferone und virale RNA wurden mittels Cytometric bead array, ELISA und qPCR bestimmt.
Rein virale Infektionen mit HRV führten zu einem Anstieg von IL-1, -6, -8, TNF- α, IP10 und IFN-b, IFN-l1 sowie ISGs und in ähnlichem Ausmaß konnte dies auch bei Coinfektionen mit einem mukoiden PA-Isolat beobachtet werden. Coinfektionen mit einem nicht-mukoiden PA-Isolat führten im Vergleich zu rein viralen Infektionen zu vermehrter Expression von IL-1β und IL-6 mRNA. Während es unter diesen Bedingungen auch auf Proteinebene zu einem Anstieg der IL-1β Konzentration kam, lag die Konzentration von freiem IL-6 Protein in nahezu allen Proben unter der Nachweisgrenze. Zellkulturmedium aus Coinfektionen mit diesem nicht-mukoiden PA-Isolat führten zudem zu einem Abbau oder einer Bindung von extern zugegebenen rekombinantem IL-6.
IL-8, IP-10, TNF-α Protein und mRNA von IFN-β, -λ1 und ISGs, sowie die Viruslast waren vergleichbar zwischen rein viralen Infektionen und bakteriell- viralen Coinfektionen. Ebenfalls keine Unterschiede wurden zwischen Zellen von Emphysem und CF-Spendern gefunden. Insgesamt zeigen diese Daten, dass eine PA-Infektion die Antwort differenzierter bronchialer Epithelzellen auf eine Virusinfektion verändern kann. Die hierdurch veränderte Immunantwort und möglicherweise eingeschränkten epithelialen Reparaturmechanismen könnten eine Ursache aggravierter viraler Infektionen in P. aeruginosa-infizierten Atemwegen darstellen.
Ein besseres Verständnis der Interaktionen zwischen chronisch-bakteriellen und viralen Atemwegsinfektionen könnte potenziell die Behandlung virus-induzierter Exazerbationen bei PA-infizierten CF-Patienten verbessern.
Historic amphibian settlements in the northwestern Nile delta - a geoarchaeological perspective
(2020)
No concise picture of the archaeological and palaeoecological evolution can be drawn for the northwestern Nile delta, and archaeological records show significant population dynamics that still need explanation and spur the need for further palaeoenvironmental research. This study delivers a set of new methods especially in the fields of remote sensing and data analytics that can be regarded as important milestones and foundations for further palaeoenvironmental research in the area. Additionally, it shows new insights for individual time slices.
This geoarchaeological project is a cooperation with the archaeological excavations of the German Archaeological Institute (DAI) in Buto and Kom el’Gir. It expands the work of Wunderlich (1989) which laid important foundations in understanding the origin of the initial landscape that was later colonized in different cultural stages showing different dynamics, settlement intensities and even long phases of abandonment or breaks in between. This forms the starting point for relating the population dynamics of the different cultural phases reaching from Predynastic (prior to 3150 before Christ) up to the Greco-Roman era (~anno Domini 650) to the environmental history and events that occurred in the area. It is very likely that environmental changes such as the shifting of major water routes, inundation or paludification of larger areas or other environmental events affected settlements and human life in the area.
In the fields of remote sensing new methods are presented to complete information on the location of ancient settlements, and complex workflows are developed that allow the tracing of subsurface structures via indirect analysis of vegetation growth in larger time series data. It was verified that a relationship exists between vegetation performance, the appearance of archaeologic material in the topsoil, and the location of former Nile river branches.
Together with a new high resolution digital elevation model (DEM) based on TanDEM-X data, new interpretations with a high spatial significance are possible. For individual time slices, namely the Late Dynastic and Greco-Roman era, this work delivers a detailed landscape description suggesting a finely ramified subdelta, with all settlements placed on alluvial levees. This explains the massive increase in settlements in the Ptolemaic, Roman and in particular late Roman periods (4th century before Christ – anno Domini 7th century).
We sampled the Nile delta clays together with the channels and the material of the archaeologic excavations in vibracores and profile walls. This geologic inspection of the subsurface together with geochemical results from a handheld portable X-ray fluorescence device (pXRF) allowed new interpretations of the landscape and environmental history. For example, we used geochemical data to distinguish between artificial and natural channels as a measure for the anthropogenic influence, a proxy for past environmental characteristics and lastly as a basis for a new dating method. Many of the channels, for instance, were dated by our own 14C datings, comparisons with the previous work ofWunderlich (1989) and application of new dating approach based on machine learning with artificial neural networks. Additionally, we run a full methodological approach, and examine the applicability of pXRF methods in general, and test the quality of the data to detect distinct geochemical differences between the main settlement phases with advanced methods in data analytics. The dating is based, for example, on the training of artificial neural networks with pXRF data from archaeological material of well-dated context to date test data of cultural layers within the vibracores. With this method the homogeneous Nile alluvium, cultural layers and channels can be dated roughly and, as a result, fundamental changes in the landscape can be linked with the settlement history of Buto and neighboring tells.