Acidophilic iron oxidizing bacteria of the betaproteobacterial genus “Ferrovum” are ubiquitously distributed in acid mine drainage (AMD) habitats worldwide. Since their isolation and maintenance in the laboratory has proved to be extremely difficult, members of this genus are not accessible to a “classical” microbiological characterization with exception of the designated type strain “Ferrovum myxofaciens” P3G. The present study reports the characterization of “Ferrovum” strains at genome and transcriptome level. “Ferrovum” sp. JA12, “Ferrovum” sp. PN-J185 and “F. myxofaciens” Z-31 represent the iron oxidizers of the mixed cultures JA12, PN-J185 and Z-31. The mixed cultures were derived from the mine water treatment plant Tzschelln close to the lignite mining site in Nochten (Lusatia, Germany). The mixed cultures also contain a heterotrophic strain of the genus Acidiphilium. The genome analysis of Acidiphilium sp. JA12-A1, the heterotrophic contamination of the mixed culture JA12, indicates an interspecies carbon and phosphate transfer between Acidiphilium and “Ferrovum” in the mixed culture, and possibly also in their natural habitat. The comparison of the inferred metabolic potentials of four “Ferrovum” strains and the analysis of their phylogenetic relationships suggest the existence of two subgroups within the genus “Ferrovum” (i.e. the operational taxonomic units OTU-1 and OUT-2) harboring characteristic metabolic profiles. OTU-1 includes the “F. myxofaciens” strains P3G and Z-31, which are predicted to be motile and diazotrophic, and to have a higher acid tolerance than OTU-2. The latter includes two closely related proposed species represented by the strains JA12 and PN-J185, which appear to lack the abilities of motility, chemotaxis and molecular nitrogen fixation. Instead, both OTU-2 strains harbor the potential to use urea as alternative nitrogen source to ammonium, and even nitrate in case of the JA12-like species. The analysis of the genome architectures of the four “Ferrovum” strains suggests that horizontal gene transfer and loss of metabolic genes, accompanied by genome reduction, have contributed to the evolution of the OTUs. A trial transcriptome study of “Ferrovum” sp. JA12 supports the ferrous iron oxidation model inferred from its genome sequence, and reveals the potential relevance of several hypothetical proteins in ferrous iron oxidation. Although the inferred models in “Ferrovum” spp. share common features with the acidophilic iron oxidizers of the Acidithiobacillia, it appears to be more similar to the neutrophilic iron oxidizers Mariprofundus ferrooxydans (“Zetaproteobacteria”) and Sideroxydans lithotrophicus (Betaproteobacteria). These findings suggest a common origin of ferrous iron oxidation in the Beta- and “Zetaproteobacteria”, while the acidophilic lifestyle of “Ferrovum” spp. may have been acquired later, allowing them to also colonize acid mine drainage habitats.:EIDESSTATTLICHE ERKLÄRUNG ... 2 CONTENT ... 4 SUMMARY ... 9 CHAPTER I ... 11 ORIGIN AND MICROBIOLOGY OF ACID MINE DRAINAGE ... 11 ACIDOPHILIC IRON OXIDIZING BACTERIA OF THE GENUS “FERROVUM” ... 12 APPLICATION OF OMICS-BASED APPROACHES TO CHARACTERIZE ACIDOPHILES ... 14 AIMS OF THE PRESENT WORK ... 15 CHAPTER II ... 17 ABSTRACT ... 18 INTRODUCTION ... 18 METHODS ... 19 GENOME PROJECT HISTORY ... 19 GROWTH CONDITIONS AND GENOMIC DNA PREPARATION ... 20 GENOME SEQUENCING AND ASSEMBLY ... 20 GENOME ANNOTATION ... 21 RESULTS ... 21 CLASSIFICATION AND FEATURES ... 21 GENOME PROPERTIES ... 24 INSIGHTS FROM THE GENOME SEQUENCE ... 24 COMPARATIVE GENOMICS ... 28 CONCLUSIONS ... 30 ACKNOWLEDGMENTS ... 32 AUTHOR CONTRIBUTIONS ... 32 CHAPTER III ... 33 ABSTRACT ... 34 INTRODUCTION ... 34 METHODS ... 36 ORIGIN AND CULTIVATION OF “FERROVUM” STRAIN JA12 ... 36 GENOME SEQUENCING, ASSEMBLY AND ANNOTATION ... 37 VISUALIZATION OF THE NEARLY COMPLETE GENOME ... 38 PHYLOGENETIC ANALYSIS ... 39 PREDICTION OF MOBILE GENETIC ELEMENTS ... 39 NUCLEOTIDE SEQUENCE ACCESSION NUMBER ... 39 RESULTS AND DISCUSSION ... 39 PHYLOGENETIC CLASSIFICATION OF “FERROVUM” STRAIN JA12 ... 39 GENOME PROPERTIES ... 40 NUTRIENT ASSIMILATION AND BIOMASS PRODUCTION ... 44 Carbon dioxide fixation ... 44 Central carbon metabolism ... 45 Nitrogen ... 47 Phosphate ... 49 Sulfate ... 50 ENERGY METABOLISM ... 50 Ferrous iron oxidation ... 50 Other redox reactions connected to the quinol pool ... 54 Predicted formate dehydrogenase ... 55 STRATEGIES TO ADAPT TO ACIDIC ENVIRONMENTS, HIGH METAL LOADS AND OXIDATIVE STRESS ... 55 Acidic environment ... 55 Strategies to cope with high metal and metalloid loads ... 58 Oxidative stress ... 59 HORIZONTAL GENE TRANSFER ... 60 CONCLUSIONS ... 61 ACKNOWLEDGMENTS ... 62 AUTHORS\' CONTRIBUTIONS ... 62 CHAPTER IV ... 63 ABSTRACT ... 64 INTRODUCTION ... 64 METHODS ... 66 ORIGIN AND CULTIVATION OF “FERROVUM” STRAINS PN-J185 AND Z-31 ... 66 GENOME SEQUENCING, ASSEMBLY AND ANNOTATION ... 66 PREDICTION OF MOBILE GENETIC ELEMENTS ... 67 COMPARATIVE GENOMICS ... 68 Phylogenomic analysis ... 68 Assignment of protein-coding genes to the COG classification ... 68 Identification of orthologous proteins ... 68 Comparison and analysis of genome architectures ... 69 RESULTS ... 69 GENERAL GENOME FEATURES AND PHYLOGENETIC RELATIONSHIP OF THE FOUR “FERROVUM” STRAINS ... 69 COMPARISON OF INFERRED METABOLIC TRAITS ... 71 Identification of core genes and flexible genes ... 71 Comparison of the central metabolism ... 74 Central carbon metabolism ... 74 Nitrogen metabolism ... 77 Energy metabolism ... 78 Cell mobility and chemotaxis ... 78 Diversity of predicted stress tolerance mechanisms ... 78 Maintaining the intracellular pH homeostasis ... 78 Coping with high metal loads ... 79 Oxidative stress management ... 79 IDENTIFICATION OF POTENTIAL DRIVING FORCES OF GENOME EVOLUTION ... 80 Prediction of mobile genetic elements ... 81 Linking the differences in the predicted metabolic profiles to the genome architectures ... 82 Gene cluster associated with flagella formation and chemotaxis in “F. myxofaciens” ... 84 Gene clusters associated with the utilization of alternative nitrogen sources ... 86 Gene cluster associated with carboxysome formation in “F. myxofaciens” and OTU-2 strain JA12 ... 87 Putative genomic islands in the OTU-strain JA12 ... 89 CRISPR/Cas in “F. myxofaciens” Z-31: a defense mechanism against foreign DNA ... 91 DISCUSSION ... 92 THE COMPARISON OF THEIR METABOLIC PROFILES INDICATES THE EXISTENCE OF OTU- AND STRAIN-SPECIFIC FEATURES ... 92 GENOME EVOLUTION OF THE “FERROVUM” STRAINS APPEARS TO BE DRIVEN BY HORIZONTAL GENE TRANSFER AND GENOME REDUCTION ... 94 Horizontal gene transfer ... 94 Mechanisms of genome reduction ... 95 CONCLUDING REMARKS ... 98 ACKNOWLEDGMENTS ... 98 AUTHOR CONTRIBUTIONS ... 98 CHAPTER V ... 99 ABSTRACT ... 100 INTRODUCTION ... 100 METHODS ... 102 CULTIVATION OF THE “FERROVUM”-CONTAINING MIXED CULTURE JA12 ... 102 Up-scaling of pre-cultures for the transcriptome study ... 103 Experimental setup of the transcriptome study ... 103 Cell harvest from large culture volumes ... 106 EXTRACTION OF TOTAL RNA ... 106 LIBRARY CONSTRUCTION AND SEQUENCING ... 107 DATA ANALYSIS ... 107 Processing of raw data ... 107 Quantification of gene expression levels ... 108 Functional analysis ... 108 RESULTS ... 108 CULTIVATION OF THE MIXED CULTURE JA12 IN THE MULTIPLE BIOREACTOR SYSTEM ... 108 Growth monitoring ... 108 Microbial composition ... 111 RNA SEQUENCING (RNA-SEQ) ... 112 FUNCTIONAL CATEGORIZATION OF EXPRESSED GENES ... 113 Functional assignment of highly expressed genes ... 117 Functional assignment of poorly expressed genes ... 121 COMPARISON OF EXPRESSION LEVELS OF GENES PREDICTED TO BE INVOLVED IN OXIDATIVE STRESS MANAGEMENT ... 122 DISCUSSION ... 124 METABOLIC PATHWAYS RELEVANT UNDER CULTURE CONDITIONS MIMICKING THE NATURAL CONDITIONS IN THE MINE WATER TREATMENT PLANT ... 125 Novel insights into the energy metabolism of “Ferrovum” sp. JA12 ... 125 Insights from poorly expressed genes ... 126 VARIATION OF GENE EXPRESSION PATTERNS UNDER THE DIFFERENT CONDITIONS ... 128 EVALUATION OF THE EXPERIMENTAL SET-UP INVOLVING THE MULTIPLE BIOREACTOR SYSTEM ... 129 CONCLUDING REMARKS: SIGNIFICANCE OF THE PRESENT TRANSCRIPTOME STUDY ... 130 ACKNOWLEDGMENTS ... 131 AUTHOR CONTRIBUTIONS ... 131 CHAPTER VI ... 133 ABSTRACT ... 133 EXTENDED INSIGHTS INTO THE FERROUS IRON OXIDATION IN BETAPROTEOBACTERIA ... 133 MECHANISMS OF PHYLOGENETIC AND METABOLIC DIVERSIFICATION WITHIN THE GENUS “FERROVUM” ... 136 INFERRED ROLES OF “FERROVUM” SPP. IN THE MICROBIAL NETWORK OF THE MINE WATER TREATMENT PLANT ... 138 PERSPECTIVES ... 143 REFERENCES ... 145 SUPPLEMENTARY MATERIAL ... 170 DATA DVD ... 170 SUPPLEMENTARY MATERIAL FOR CHAPTER III ... 171 NUCLEOTIDE ACCESSION NUMBERS ... 171 PHYLOGENETIC ANALYSIS ... 171 GENOME PROPERTIES ... 173 NUTRIENT ASSIMILATION ... 174 Carbon metabolism ... 174 FERROUS IRON OXIDATION ... 176 HORIZONTAL GENE TRANSFER ... 179 SUPPLEMENTARY MATERIAL FOR CHAPTER IV ... 180 PHYLOGENETIC ANALYSIS ... 180 ASSIGNMENT OF PROTEIN-CODING GENES TO THE COG CLASSIFICATION ... 180 COMPARISON OF THE CENTRAL METABOLISM ... 181 Predicted metabolic potential of the four “Ferrovum” strains ... 181 Genes predicted to be involved in the central metabolism, energy metabolism, cell motility and stress management in the four “Ferrovum” strains ... 183 PREDICTED MOBILE GENETIC ELEMENTS IN THE GENOMES OF THE FOUR “FERROVUM” STRAINS ... 184 THE FLAGELLA AND CHEMOTAXIS GENE CLUSTER ... 184 THE UREASE GENE CLUSTER ... 185 THE CARBOXYSOME GENE CLUSTER ... 186 PUTATIVE GENOMIC ISLANDS IN “FERROVUM” SP. JA12 ... 187 Gene content of the genomic islands ... 187 Flanking sites of the putative genomic islands 1 and 2 ... 188 SUPPLEMENTARY MATERIAL FOR CHAPTER V ... 189 ORGANIZATION AND OPERATION OF THE LABFORS 5 MULTIPLE BIOREACTOR SYSTEM ... 189 INVESTIGATION OF THE MICROBIAL COMPOSITION IN THE IRON OXIDIZING MIXED CULTURE JA12 ... 192 SUPPLEMENTARY DATA OF THE TRANSCRIPTOME DATA ANALYSIS ... 193 RNA-Seq statistics ... 193 Expression strength of protein-coding genes ... 194 Expression of genes involved in carboxysome formation ... 197 Expression of a ribosomal proteins-encoding gene cluster ... 199 Expression of a gene cluster presumably involved in ferrous iron oxidation ... 202 Lowest expressed genes ... 205 Expression of genes predicted to be involved in oxidative stress response ... 206 ACKNOWLEDGMENTS ... 208 COLLEAGUES ... 208 ERFOLGSTEAM “JUNGE FRAUEN AN DIE SPITZE” (“YOUNG WOMEN TO THE TOP“) ... 208 FAMILY AND FRIENDS ... 209 FUNDING ... 209 CURRICULUM VITAE ... 210 LIST OF PUBLICATIONS ... 212 RESEARCH ARTICLES ... 212 CONFERENCE PROCEEDINGS ... 212 ORAL PRESENTATIONS AND POSTERS ... 213

<div>Following the 2010 Deepwater Horizon oil spill, extensive research has been conducted on the toxicity of oil and polycyclic aromatic hydrocarbons (PAHs) in the aquatic environment. The location and timing of the Deepwater Horizon surface slick coincided with the spawning seasons of many important pelagic and estuarine fish species. As such, there has been particular emphasis placed on the effects of PAHs on sensitive life history stages in fish, such as the embryonic and larval periods. Additionally, the spill occurred throughout the spring and summer months which, in estuaries, are marked by regular fluctuations in abiotic environmental factors such as dissolved oxygen, salinity, and temperature. Until recently, there has been little work done to elucidate the combined effects that PAHs from oil spills and adverse environmental conditions (hypoxia, increased salinity, and elevated temperatures).</div><div>Work presented in this dissertation uses next generation sequencing technology (RNA Seq) to determine differential gene expression in larval estuarine teleosts following exposure to adverse environmental conditions and PAHs. Downstream canonical pathway and toxicological function analysis were then applied to the identified differentially expressed genes (DEGs) to predict cardiotoxic responses at the organismal level. To verify the predicted responses, a phenotypic anchoring study was conducted and identified a cardiotoxic phenotype (pericardial edema) and reduced cardiac output in embryos exposed to oil. Finally, the mechano-genetic interplay governing the morphological development of the teleost heart was investigated and correlations between developmental gene expression and blood flow forces within the cardiovascular system were identified.</div>

Les leucémies myéloïdes aiguës (LMA) consistent en un groupe de cancers agressifs causés par une accumulation de mutations génétiques et épigénétiques survenant dans les cellules souches ou progénitrices de la moelle osseuse. Il s’agit d’un groupe de maladies très hétérogène, caractérisé par un grand nombre de combinaisons d’altérations qui perturbent à la fois les voies de signalisation qui y sont exprimées, leur sensibilité aux différents traitements et le pronostic des patients. Le déploiement des technologies de séquençage de nouvelle génération au courant de la dernière décennie a permis l’exploration à une échelle sans précédent du paysage mutationnel et transcriptomique de différents cancers, incluant les LMA. Dans le cadre de nos travaux, nous avons voulu tester l'hypothèse selon laquelle les LMA se déclinent en plusieurs sous-groupes génétiques caractérisés chacun par des mutations distinctes et une expression génique dérégulée, ainsi qu’une réponse différentielle à des molécules qui pourraient représenter de nouvelles stratégies thérapeutiques. Nous avons testé cette hypothèse au sein de la cohorte Leucegene, qui comprend un grand nombre de LMA primaires analysées par le séquençage du transcriptome, et nous avons analysé les différences entre les différents sous-groupes en les analysant un à la fois. Cette étude des différents sous-groupes nous a permis de disséquer le profil génomique, transcriptomique et les sensibilités aux petites molécules de sept sous-groupes génétiques, représentant environ la moitié des cas de LMA de l’adulte. Notre approche a permis de découvrir plusieurs nouvelles mutations spécifiques aux différents sous-groupes, dont certaines ont été validées dans des cohortes indépendantes. Nous avons également confirmé que les gènes différentiellement exprimés dans les sous-groupes sont plus informatifs que les signatures d'expression non supervisées pour identifier les biomarqueurs de la maladie. Nous avons ainsi identifié dans la majorité des sous-groupes des gènes représentant un biomarqueur d'intérêt, ayant une pertinence fonctionnelle ou pronostique. Ces données ont également mené à des criblages chimiques ciblés qui ont identifié de nouvelles vulnérabilités dépendant du contexte génétique. Au-delà de ces observations, nos travaux pourraient avoir une portée translationnelle tandis que le séquençage de nouvelle génération est de plus en plus utilisé en clinique. La combinaison avec d’autres modalités de séquençage et l’incorporation de technologies émergentes aideront à poursuivre la dissection génomique, transcriptomique et chimique de la LMA et l’approche utilisée pourra même éventuellement s’appliquer à d’autres types de cancers. / Acute myeloid leukemias (AML) are a group of cancers caused by an accumulation of genetic and epigenetic mutations occurring in the stem or progenitor cells of the bone marrow. They represent a very heterogeneous group of diseases, characterized by a large number of combinations of alterations which disrupt to varying degrees key networks in these cells, their sensitivity to treatments and the prognosis of the patients. The deployment of next-generation sequencing technologies over the past decade has enabled exploration on an unprecedented scale of the mutational and transcriptomic landscape of various cancers, including AML. As part of our work, we tested the hypothesis according to which AMLs comprise several genetic subgroups, each characterized by distinct mutations and deregulated gene expression profiles, as well as a differential response to molecules that could represent novel therapies. We tested this hypothesis in the Leucegene cohort, which includes a large number of primary AMLs analyzed by transcriptome sequencing, which we explored one subgroup after the other, dissecting the genomic, transcriptomic or small molecule sensitivities profile of seven AML subgroups representing approximately half of adult AML cases. Our approach has allowed us to discover several new mutations specific to different subgroups, some of which have been validated in independent cohorts. We also confirmed that genes differentially expressed in subgroups are more informative than unsupervised expression signatures, and we identified genes representing potential biomarkers, or having a functional or prognostic relevance in the majority of subgroups. Generated data also led to targeted chemical screens performed on primary AML cells, which identified new context-dependent vulnerabilities. Beyond these observations, our work could have a translational scope while next-generation sequencing is paving its way in the clinic. The combination with other Omics and the incorporation of emerging technologies will help to further the multi-dimensional dissection of these groups and additional ones, as the presented approach could be applied to additional disease subsets and cancer types.

Die Lokalisierung von mRNA ist ein wichtiger regulativer Mechanismus in polarisierten Zellen und in frühen Embryonalstadien. Dort sind räumliche Muster maternaler mRNA für die korrekte Entwicklung der Körperachsen und die Spezifizierung der Keimzellen verantwortlich. Systematische Analysen dieser Prozesse wurden jedoch bisher limitiert durch einen Mangel an räumlicher und zeitlicher Auflösung von Einzelzell- Sequenzierungsdaten. Wir analysierten die Dynamik des räumlichen und zeitlichen Transkriptoms während frühen Embryonalstadien von Zebrafischen. Wir verbesserten Empfindlichkeit und Auflösung von tomo-seq und erfassten damit systematisch räumlich aufgelöste Transkriptome entlang der animal-vegetalen-Achse Embryonen im Einzell-Stadium und fanden 97 vegetal lokalisierte Gene. Außerdem etablierten wir eine Hochdurchsatz kompatible Variante der RNA-Markierungsmethode scSLAM-seq. Wir wendeten diese in Embryonen während der Gastrulation. Von den vegetal lokalisierten Genen waren 22 angereichert in Keimzellen, was eine funktionelle Rolle bei der Spezifizierung von Keimzellen nahelegt. Mit tomo-seq untersuchten wir die evolutionäre Konservierung der RNA-Lokalisierung zwischen Zebrafischen und gereiften Oozyten zweier Xenopus-Arten. Wir verglichen die lokalisierten Gene, suchten nach konservierten 3'UTR-Motiven, und fanden zum Teil überlappende Motive, was auf eine mögliche mechanistische Konservierung der Lokalisierungsmechanismen hinweist. Wir untersuchten auch RNA-Editierung von Adenin zu Inosin während der Embryonalentwicklung und in den Organen erwachsener Fische. In im Gehirn exprimierten Transkripten fanden wir 117 Editierstellen, die hauptsächlich für Ionentransporter kodieren und zum Teil zum Menschen konserviert sind. Die höchsten Editierraten konnten wir in Eierstöcken, Hoden und frühen Embryonen nachweisen, was auf eine mögliche Rolle bei der Regulierung der RNA-Stabilität hindeutet. / Subcellular localization of mRNA is an important regulatory mechanism in polarized cells. In early embryos of many species, spatial patterns of maternal mRNA are essential for the proper development of body axes and the specification of germ cells. These processes have been studied in zebrafish, but systematic analyses have been hindered by a lack of spatial and temporal information in single-cell RNA sequencing. We performed a spatial-temporal analysis of the zebrafish transcriptome during early embryonic development to systematically characterize localized mRNA and the fate of maternal transcripts until gastrulation stage. We enhanced sensitivity and resolution of the tomo-seq method and systematically acquired spatially-resolved transcriptomes along the animal-vegetal axis of one-cell stage zebrafish embryos, and found 97 genes to be localized vegetally. Furthermore, we established an in vivo and high-throughput compatible version of the single-cell RNA labeling method scSLAM-seq in gastrulation stage embryos. We followed localized transcripts until gastrulation and found transcripts of 22 of the vegetally localized genes enriched in primordial germ cells. We propose that these genes have a functional role in the early priming of the germ cell fate. To investigate the evolutionary conservation of vegetal RNA localization, we acquired tomo-seq datasets of mature oocytes of two xenopus species. We compared the pools of localized RNA and searched for conserved 3’UTR motifs. The resulting sets showed high similarity, possibly reflecting a mechanistic conservation of localization pathways. We also investigated RNA A-to-I editing during embryonic development and in organs of adult fish. Specifically, we identified 117 recoding editing sites in the brain that mainly encode for ion transporters and are partly conserved in humans. We detected the highest editing levels in ovary, testes and in early embryos, implicating a potential role in regulating RNA stability.

Ziel dieser Doktorarbeit ist eine umfassende Untersuchung der Heterogenität von Mikroglia aus morphologischer, elektrophysiologischer und transkriptioneller Perspektive mit dem Schwerpunkt auf Unterschiede zwischen weißer und grauer Substanz. Im ersten Kapitel diskutiere ich die morphologische Heterogenität von Mikroglia mit dem Fokus auf Satelliten- und Parenchymale-Mikroglia. Wir führten eine eingehende Analyse mehrerer Hirnareale durch und quantifizierten die Anzahl der Satellitenmikroglia, die mit verschiedenen neuronalen Subtypen in Kontakt stehen. Wir fanden heraus, dass die Anzahl der Satellitenmikroglia stark mit der neuronalen Dichte eines bestimmten Bereichs korreliert. Im zweiten Kapitel dieser Arbeit untersuche ich die transkriptionelle Heterogenität von Mikroglia aus weißer und grauer Substanz, wobei ich die in Gliazellen neu etablierte Patch-seq-Methode anwende. Diese Methode ermöglicht es eine Kombination aus morphologischen, lektrophysiologischen und transkriptionellen Profilen einzelner Zellen zu erhalten, die es erlauben, zelluläre Unterschiede zu charakterisieren. Wir identifizieren einen zellulären Subtyp, wenn wir den Patch-seq-Datensatz mit FACS-basierter Einzelzell-RNA-seq-Datensätzen vergleichen. Dieser Subtyp gehört eindeutig zu dissoziierten Gewebeproben und ist durch die Expression von Stress-assoziierten Genen charakterisiert. Im dritten Kapitel wende ich mich der Frage zu, wie Transkripte mittels SLAM-seq nachverfolgt werden können, die während der Dissoziation des Gewebes entstehen. Das Verfahren ermöglicht es mRNA, die während der Dissoziation der Probe entsteht, metabolisch zu markieren, rechnerisch zu identifizieren und zu entfernen. Indem wir die markierten Transkripte aus dem Mikroglia “entfernen”, beobachten wir, dass ein „aktivierter Mikroglia“-Subtyp zur allgemeinen Mikroglia-Population gehört. / The aim of this doctoral work is to provide a comprehensive study and overview on the topic of the heterogeneity of microglia in the normal adult mouse brain from the morphological, electrophysiological and transcriptional perspective with the focus on differences between white and grey matters. In the first Chapter, I discuss the morphological heterogeneity of microglia in the brain with the focus on two morphologically distinct classes: satellite and parenchymal microglia. We performed an in-depth analysis of multiple brain areas and quantified the number of satellite microglia which is in contact with different neuronal subtypes. We found that satellite microglia numbers are highly correlated with neuronal densities of a certain area, while showing no preferences for any of the neuronal types. In Chapter two of this work, I study transcriptional heterogeneity of microglia from white and grey matters. For this I am employing Patch-seq, which we newly established in glial cells. This method allows a combination of morphological, electrophysiological and transcriptional profiles of single cells to assess their differences. When comparing Patch-seq dataset to the previously published FACS isolated single cell RNA-seq microglia datasets, we find a subtype of cells which uniquely belongs to FACS sample and is characterized by expression of stress-associated genes. This finding points out to the fact of dissociation-related artifacts in the single cell RNA-seq data which are not present in situ. In the third chapter, I identified transcripts which are induced during the dissociation of the tissue by employing the SLAM-seq method. This procedure allows to metabolically label newly transcribed mRNA and computationally remove transcripts from the sample. By removing the labeled transcripts from the dataset of cells isolated from the hippocampus via enzymatic dissociation, we observe that an “activated microglia” subtype merges with the general microglia population.

RNA ist ein zentrales Molekül in der Zelle und essentiell für ihre Lebensfunktionen. Die durchschnittliche Halbwertszeit von RNA-Molekülen limitiert jedoch die zeitliche Auflösung herkömmlicher RNA-Sequenzierung, da geringe Änderungen im Transkriptom kaum zu erkennen sind, bis eine gewisse Anzahl an Molekülen akkumuliert. Durch metabolische Markierung von RNA (SLAMseq) kann die Auflösung deutlich erhöht werden. Hierfür werden der Probe markierte Nucleotide (4sU/4sUTP) zugesetzt, die dann zufällig in neu transkribierte RNA inkorporiert werden und eine Unterscheidung zwischen ‚neuer‘ und ‚alter‘ RNA erlauben. In dieser Arbeit werden eine der ersten Einzelzell-SLAMseq-Methoden, die dazugehörige Datenanalyse-Software sowie drei Anwendungen der entwickelten Methoden vorgestellt. Die erste Anwendung verwendet Einzelzell-SLAMseq, um zwischen maternaler (alter) und zygotischer (neuer) RNA in sich entwickelnden Zebrafischembryos bis zur Gastrulation zu unterscheiden. Im Rahmen des Projekts entstand der erste Einzelzell-SLAMseq-Datensatz in einem vollständigen Wirbeltier, der es außerdem erlaubt, im Vorfeld identifizierten lokalisierten maternalen Transkripten zeitlich zu folgen. Diese – vorher uncharakterisierten –Transkripte wurden während der Gastrulation in den Keimzellen angereichert gefunden, was Rückschlüsse auf ihre mögliche Funktion erlaubt. Die zweite Anwendung konzentriert sich auf die neu transkribierte RNA und verwendet (Einzelzell-)SLAMseq, um Transkripte, die in Reaktion auf Stress während der Probenaufbereitung hergestellt wurden, zu identifizieren und rechnerisch zu entfernen. Die Vorteile der Methode werden in mehreren Systemen und Geweben (Mausherz, Zebrafischlarve, Maus-Microglia) demonstriert. In der dritten Anwendung wird eine Machbarkeitsstudie für in vivo SLAMseq zur Identifikation der initialen Immunantwort nach Makrophagenstimulation präsentiert, die auf einen deutlichen Gewinn an zeitlicher Auflösung durch SLAMseq hindeutet. / RNA is a central molecule in the cell and essential to its life functions. With the average RNA half life being multiple hours, regular RNA sequencing has an intrinsic limit on temporal resolution, where small changes in the transcriptome are not picked up until a certain amount of transcripts has build up. This resolution can be greatly improved using RNA metabolic labelling (SLAMseq), where labelled nucleotides (4sU/4sUTP) are added to the samples. These nucleotides are randomly incorporated into nascent transcripts and allow distinction between RNA produced before and after introduction of the labelling agent. This thesis presents one of the first high throughput single cell SLAMseq protocols, an accompanying computational pipeline for data analysis as well as three applications for the developed methods. The first application uses single cell SLAMseq to distinguish between maternal (unlabelled) and zygotic (labelled) transcripts in early zebrafish development (up to mid-gastrulation). This project generated the first single cell SLAMseq dataset in a whole vertebrate. Additionally the data allows to follow a previously discovered set of vegetally localised maternal transcripts in time and determine that these specific transcripts are mainly enriched in the primordial germ cells at gastrulation, therefore ascribing a potential function to a set of so far uncharacterised genes. The second application focuses on newly transcribed RNA and uses (single cell) SLAMseq as a technique to identify and remove transcripts generated in response to sample preparation stress. The method’s benefits are demonstrated in multiple systems and tissues, among them mouse cardiomyocytes, zebrafish larvae and mouse microglia. Finally as the third application an in vivo proof of concept study of SLAMseq to identify first response genes in macrophage stimulation is presented, where the introduction of 4sU shows clear advantages in temporal resolution compared to unlabelled data.

[ES] Las plantas monocárpicas se definen como aquellas que florecen, producen semillas y mueren después de un solo ciclo reproductivo. Muchos cultivos de importancia agroeconómica siguen estrategia reproductiva. En estas plantas, después de producir un cierto número de semillas, el meristemo apical del tallo (SAM) cesa su actividad, siendo esta la antesala de su senescencia y muerte. Este fenómeno, estudiado en diferentes especies de plantas monocárpicas, se conoce como Parada Proliferativa (PA). Se encuentra influenciado por múltiples factores, que incluyen la influencia del desarrollo de frutos y semillas, así como las condiciones ambientales de luz, humedad, etc. Todos estos factores son finalmente integrados a nivel genético en la planta. En este contexto, en Aabidopsis thaliana se ha descrito una ruta dependiente de la edad encargada de la modulación del PA, la ruta FUL-AP2. Se ha demostrado que el miR172 y FRUITFUL (FUL) incrementan su expresión con la edad de la planta y regulan negativamente APETALA2 (AP2), que es responsable de mantener la actividad meristemática a través de la acción de WUSCHEL (WUS). En este sentido, se ha sugerido que otros miembros de la subfamilia euAP2, TOE1, TOE2, TOE3, SMZ y SNZ, conocidos colectivamente como AP2-like genes, también juegan un papel crucial en la modulación de la PA. No obstante, estos han sido definidos principalmente como reguladores de la transición floral, y su implicación en la modulación del PA no está bien establecida. Por otro lado, Pisum sativum ha sido, históricamente, una especie ampliamente estudiada a nivel fisiológico en lo que concierne a PA. Sin embargo, hoy aún existen numerosas cuestiones, ambigüedades y discrepancias acerca de la regulación del PA en esta especie. En esta tesis doctoral, pretendemos profundizar en la caracterización de diversos aspectos del PA tanto en Arabidopsis thaliana como en Pisum sativum, con intención de determinar el grado de conservación que existe en este proceso entre estas dos especies monocárpicas. En el Capítulo 1, hemos examinado el papel de todos los miembros de la subfamilia euAP2 en la modulación de la PA en Arabidopsis thaliana, así como su potencial para estrategias biotecnológicas dirigidas a la modulación de la PA. Nuestros resultados sugieren que, a excepción de SMZ, todos juegan un papel crítico en este proceso, siendo inductores de la actividad meristemática. Además, AP2 y SNZ han demostrado tener el potencial para ser usados en estrategias biotecnológicas dirigidas a aumentar la producción de frutos en plantas monocárpicas. En el capítulo 2 se han revisitado los estudios fisiológicos que históricamente han tenido como objetivo determinar el papel de los frutos en desarrollo en la inducción del PA en Pisum sativum. Nuestros resultados sugieren que el desarrollo de semillas determina el momento del PA: cuando se ha producido una determinada biomasa de semillas, la SAM entra en un estado latente. Además, a nivel transcriptómico, Arabidopsis thaliana y Pisum sativum exhiben un comportamiento similar en cuanto a la influencia de las semillas en la actividad meristemática y el PA. Finalmente, en el Capítulo 3, hemos generado herramientas para caracterizar los genes de la subfamilia euAP2 en la modulación de PA en Pisum sativum. Además, sentamos las bases para el estudio de nuevos moduladores de la ruta genética, como Flowering Locus T (FT), postulándolo así como posible florígeno y anti-florígeno de las plantas. / [CA] Les plantes monocàrpiques es definixen com aquelles que florixen, produïxen llavors i moren després d'un sol cicle reproductiu. Molts cultius d'importància agroeconómica seguixen estratègia reproductiva. En estes plantes, després de produir un cert nombre de llavors, el meristemo apical de la tija (SAM) cessa la seua activitat, sent esta l'avantsala de la seua senescència i mort. Este fenomen, estudiat en diferents espècies de plantes monocàrpiques, es coneix com a Parada Proliferativa (PA). Es troba influenciat per múltiples factors, que inclouen la influència del desenvolupament de fruits i llavors, així com les condicions ambientals de llum, humitat, etc. Tots estos factors són finalment integrats a nivell genètic en la planta. En este context, en Aabidopsis thaliana s'ha descrit una ruta dependent de l'edat encarregada de la modulació del PA, la ruta FUL-AP2. S'ha demostrat que el miR172 i FRUITFUL (FUL) incrementen la seua expressió amb l'edat de la planta i regulen negativament APETALA2 (AP2), que és responsable de mantindre l'activitat meristemàtica a través de l'acció de WUSCHEL (WUS). En este sentit, s'ha suggerit que altres membres de la subfamília euAP2, TOE1, TOE2, TOE3, SMZ i SNZ, coneguts col·lectivament com AP2-like gens, també juguen un paper crucial en la modulació de la PA. No obstant això, estos han sigut definits principalment com a reguladors de la transició floral, i la seua implicació en la modulació del PA no està ben establida. D'altra banda, Pisum sativum ha sigut, històricament, una espècie àmpliament estudiada a nivell fisiològic en el que concernix PA. No obstant això, hui encara existixen nombroses qüestions, ambigüitats i discrepàncies sobre la regulació del PA en esta espècie. En esta tesi doctoral, pretenem aprofundir en la caracterització de diversos aspectes del PA tant en Arabidopsis thaliana com en Pisum sativum, amb intenció de determinar el grau de conservació que existix en este procés entre estes dos espècies monocàrpiques. En el Capítol 1, hem examinat el paper de tots els membres de la subfamília euAP2 en la modulació de la PA en Arabidopsis thaliana, així com el seu potencial per a estratègies biotecnològiques dirigides a la modulació de la PA. Els nostres resultats suggerixen que, a excepció de SMZ, tots juguen un paper crític en este procés, sent inductors de l'activitat meristemàtica. A més, AP2 i SNZ han demostrat tindre el potencial per a ser usats en estratègies biotecnològiques dirigides a augmentar la producció de fruits en plantes monocàrpiques. En el capítol 2 s'han revisitat els estudis fisiològics que històricament han tingut com a objectiu determinar el paper dels fruits en desenvolupament en la inducció del PA en Pisum sativum. Els nostres resultats suggerixen que el desenvolupament de llavors determina el moment del PA: quan s'ha produït una determinada biomassa de llavors, la SAM entra en un estat latent. A més, a nivell transcriptómico, Arabidopsis thaliana i Pisum sativum exhibixen un comportament similar quant a la influència de les llavors en l'activitat meristemàtica i el PA. Finalment, en el Capítol 3, hem generat ferramentes per a caracteritzar els gens de la subfamília euAP2 en la modulació de PA en Pisum sativum. A més, establim les bases per a l'estudi de nous moduladors de la ruta genètica, com Flowering Locus T (FT), postulant-lo així com possible florígeno i anti-florígeno de les plantes. / [EN] Monocarpic plants are defined as those that bloom, produce seeds, and die after a single reproductive cycle. Many economically important crops belong to this reproductive strategy. In these plants, after producing a certain number of seeds, the shoot apical meristem (SAM) ceases its activity, heralding the onset of senescence and plant death. This phenomenon, studied in various monocarpic plant species, is known as Proliferative Arrest (PA), and is found to be influenced by multiple factors, involving the influence of developing fruits and seeds, as well as environmental conditions like temperature, light, and humidity. All these factors are ultimately integrated at the genetic level within the plant. In this context, an age-dependent pathway that controls SAM activity and modulates PA, known as the FUL-AP2 pathway, has been described in Arabidopsis thaliana. It has been demonstrated that the microRNA miR172 and FRUITFUL (FUL) increase with the plant's age and negatively regulate APETALA2 (AP2), which is responsible for maintaining meristematic activity through the action of WUSCHEL (WUS). In this sense, it has been suggested that other members of the euAP2 subfamily, TARGET OF EAT1 (TOE1), TOE2, TOE3, SCHLAFMÜTZE (SMZ), and SCHNARCHZAPFEN (SNZ), collectively known as AP2-like genes, also play a crucial role in modulating PA. However, they have mainly been defined as regulators of the floral transition, and their involvement in PA modulation is not well established. On the other hand, historically, Pisum sativum has been a species widely studied in relation to PA. However, this research often treated PA and senescence as the same process, and uncertainties and ambiguities persist, with discrepancies among different research groups that have treated this topic. In this doctoral thesis, we aimed to delve into the characterization of various aspects of PA in both Arabidopsis thaliana and Pisum sativum and determine the degree of conservation of this process in these two monocarpic species: In Chapter 1, we examined the role of all euAP2 subfamily members in modulating PA in Arabidopsis thaliana and explored their potential for biotechnological strategies aimed at PA modulation. Our findings suggest that, except for SMZ, all members of the euAP2 subfamily play a critical role in this process as inducers of meristematic activity. Furthermore, AP2 and SNZ have shown the potential to be considered prime candidates for use in biotechnological strategies to increase fruit production in monocarpic plants. Chapter 2 revisited the physiological studies that have historically aimed to determine the role of developing fruits in inducing PA in Pisum sativum. Our results suggest that developing seeds determine the timing of PA: when a certain seed biomass has been produced, the SAM enters a dormant state. Additionally, at the transcriptomic level, Arabidopsis thaliana and Pisum sativum exhibit similar behaviour regarding the influence of seeds on meristematic activity, suggesting that PA could be a conserved process among monocarpic plants. In Chapter 3, we generated tools for characterizing euAP2 subfamily genes in PA modulation in Pisum sativum. Furthermore, we laid the groundwork for the study of new modulators of the genetic pathway, such as Flowering Locus T (FT), suggesting its potential role of florigen and anti-florigen of the plant. / Burillo Richart, E. (2024). Characterization of Proliferative Arrest (PA) Process in Arabidopsis thaliana and Pisum sativum [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/207109

Tesis por compendio / [ES] La acuicultura se proyecta como un medio vital para alimentar de manera sostenible a la creciente población mundial. Sin embargo, para lograrlo, la producción de peces debe abordarse con sostenibilidad y adaptabilidad en mente, especialmente frente a desafíos como el cambio climático y la disminución de recursos. Esto requiere innovaciones en genética y nutrición para garantizar la resiliencia de las poblaciones de peces cultivados. Comprender las interacciones entre organismos, microbiota y el medio ambiente es crucial, y las tecnologías ómicas ofrecen una manera de profundizar en estas dinámicas. Se ha secuenciado el genoma del dorado, una especie significativa de acuicultura europea, lo que ha llevado a conocer la expansión génica y la plasticidad fenotípica. Esta tesis tuvo como objetivo aprovechar este conocimiento integrando diversas aproximaciones ómicas para anotar el genoma y la microbiota intestinal de esta importante especie mediterránea. El enfoque se centró en acciones para hacer más sostenibles las prácticas futuras de acuicultura. Un aspecto crítico abordado fue la gestión de los niveles de oxígeno, dada su disminución debido al cambio climático. Comprender las respuestas de los peces al oxígeno reducido es vital para la acuicultura sostenible. La investigación sobre el dorado reveló adaptaciones a la hipoxia leve, incluida una disminución general de la respuesta metabólica y variaciones a nivel de expresión génica. La selección genética y los avances en piensos acuícolas también son esenciales para la acuicultura sostenible. La tesis monitoreó la evolución de los peces y la dieta junto con un programa de cría para el crecimiento, revelando respuestas diferenciales en peces alimentados con recursos marinos reducidos. La selección genética por un crecimiento rápido es capaz de influir en la composición y la actividad de la microbiota intestinal. La caracterización de esta comunidad también reveló su importancia en la salud y el crecimiento de los peces. Los factores genéticos parecían jugar un papel más importante que la dieta en la formación de la composición de la microbiota intestinal, pero las interacciones entre genética y dieta influenciaron tanto las respuestas del huésped como las microbianas. En resumen, la tesis presenta resultados prometedores para mejorar el crecimiento, la salud y la adaptación ambiental en especies de acuicultura, contribuyendo también a la sostenibilidad del sector acuícola. / [CA] L'aqüicultura es projecta com un mitjà vital per a alimentar de manera sostenible la creixent població mundial. No obstant això, per a aconseguir-ho, la producció de peixos ha d'abordar-se amb sostenibilitat i adaptabilitat en ment, especialment front a desafiaments com el canvi climàtic i la disminució de recursos. Això requereix innovacions en genètica i nutrició per a garantir la resiliència de les poblacions de peixos cultivats. Comprendre les interaccions entre organismes, microbiota i el medi ambient és crucial, i les tecnologies òmiques oferixen una manera de profunditzar en aquestes dinàmiques. S'ha sequenciat el genoma de l'orada, una espècie significativa d'aqüicultura europea, la qual cosa ha portat a conèixer l'expansió gènica i la plasticitat fenotípica de l'espècie. Aquesta tesi té com a objectiu aprofitar aquest coneixement integrant diverses aproximacions òmiques per a anotar el genoma i la microbiota intestinal d'aquesta important espècie mediterrània. L'enfocament es va centrar en accions per a fer més sostenibles les pràctiques futures d'aqüicultura. Un aspecte crític abordat va ser la gestió dels nivells d'oxigen, donada la seua disminució a causa del canvi climàtic. Comprendre les respostes dels peixos a l'oxigen reduït és vital per a l'aqüicultura sostenible. La investigació va revelar adaptacions a la hipòxia lleu, inclosa una disminució general de la resposta metabòlica i variacions a nivell d'expressió gènica. La selecció genètica i els avanços en pinso per a l'aqüicultura també són essencials per a la sostenibilitat del sector. La tesi va monitorar l'evolució dels peixos i la dieta juntament amb un programa de sel·lecció genètica per creixement, revelant respostes diferencials en peixos alimentats amb recursos marins reduïts. La selecció genètica per a un creixement ràpid és capaç d'influir en la composició i l'activitat de la microbiota intestinal. La caracterització d'aquesta comunitat també va revelar la seua importància en la salut i el creixement dels peixos. Els factors genètics semblaven jugar un paper més important que la dieta en la formació de la composició de la microbiota intestinal, però les interaccions entre genètica i dieta van influir tant en les respostes de l'organisme com en les microbianes. En resum, la tesi presenta resultats prometedors per a millorar el creixement, la salut i l'adaptació ambiental en espècies d'aqüicultura, contribuint també a la sostenibilitat del sector aqüícola. / [EN] Aquaculture is projected as a vital means to feed the growing global population sustainably. However, to achieve this, fish production must be approached with sustainability and adaptability in mind, especially in the face of challenges like climate change and resource depletion. This requires innovations in genetics and nutrition to ensure the resilience of farmed fish populations. Understanding the interactions between organisms, microbiota, and the environment is crucial, and omics technologies offer a way to delve deeper into these dynamics. The genome of the gilthead sea bream, a significant European aquaculture species, has been sequenced, leading to insights into gene expansion and phenotypic plasticity. This thesis aimed to leverage this knowledge by integrating various omics approaches to annotate the genome and gut microbiome of this important Mediterranean species. The focus was on actions to conserve and "green" future aquaculture practices. One critical aspect addressed was the management of oxygen levels, given their declining availability due to climate change. Understanding fish responses to reduced oxygen is vital for sustainable aquaculture. Research on gilthead sea bream revealed adaptations to mild hypoxia, including a hypo-metabolic general response and changes in metabolic processes and gene expression profiling. Selective breeding and advancements in aquafeeds are also essential for sustainable aquaculture. The thesis monitored fish and diet evolution alongside a breeding program for growth, revealing differential responses in fish fed with reduced marine resources. Genetic selection for fast growth influenced the gut microbiota, highlighting the interconnectedness of genetics, diet, and microbial communities. Characterization of the gut microbiota revealed its importance in fish health and growth. Genetic factors appeared to play a more significant role than diet in shaping the gut microbiota composition, but interactions between genetics and diet influenced both host and microbial responses. Overall, the thesis presents promising outcomes for enhancing growth, health, and environmental adaptation in aquaculture species. By understanding the interconnectedness of genetics, nutrition, and microbiota, it aims to contribute to the sustainability of the aquaculture sector. / This PhD thesis has been elaborated by the PhD candidate thanks to two research contracts appointed to the framework of two H2020 European projects: AQUAEXCEL2020 “AQUAculture infrastructures for EXCELlence in European fish research towards 2020” (2015-2020; grant agreement nº 652831), and AquaIMPACT “Genomic and nutritional innovations for genetically superior farmed fish to improve efficiency in European aquaculture” (2019-2023; grant agreement nº 818367). During the thesis, the candidate completed a 3-months (91 days) stay in the Centre for Integrative Genetics (CIGENE), belonging to the Norwegian University of Life Sciences (NMBU) in Ås, Norway. This stay was financed by an EMBO Scientific Exchange Grant (grant agreement nº 10168). A grant from the iMOVE program from CSIC (grant agreement nº IMOVE23080) was also awarded, but not financially executed. Core publications of this thesis were funded by: AQUAEXCEL2020 H2020 EU Project (652831); PerformFISH H2020 EU Project (H2020-SFS-2016-2017; 727610); AquaIMPACT H2020 EU Project (818367); ThinkInAzul (THINKINAZUL/2021/024, PRTR-C17.I1); Bream-AquaINTECH (RTI2018–094128-B-I00); The rest of publications in which the candidate was involved received extra funding from: GAIN H2020 EU Project (773330) y AQUAEXCEL3.0 H2020 EU Project (871108) / Naya Català, F. (2024). The Two Genomes of Gilthead Sea Bream (Sparus aurata): a Multi-Omics and Holobiont Approach [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/205692 / Compendio