Fakultät für Biologie
Refine
Has Fulltext
- yes (55)
Is part of the Bibliography
- yes (55)
Year of publication
Document Type
- Doctoral Thesis (52)
- Journal article (2)
- Master Thesis (1)
Keywords
- Epigenetik (3)
- Genexpression (3)
- Angiogenese (2)
- Biofilm (2)
- Cancer (2)
- Exomsequenzierung (2)
- Guanylatcyclase (2)
- Immunotherapy (2)
- Konsanguinität (2)
- Krebs <Medizin> (2)
Institute
- Fakultät für Biologie (55) (remove)
Sonstige beteiligte Institutionen
- EMBL Heidelberg (2)
- Fachhochschule Kaiserslautern, Campus Zweibrücken (1)
- Institut für Medizinische Mikrobiologie und Hygiene der Eberhard-Karls-Universität Tübingen (1)
- Lehrstuhl für Biochemie und molekulare Biologie (1)
- Lehrstuhl für Bioinformatik (1)
- Maastricht University, Maastricht, the Netherlands (1)
- Medizinische Universität Innsbruck (1)
- Queensland University of Technology (1)
EU-Project number / Contract (GA) number
The resolution of fluorescence light microscopy was long believed to be limited by the diffraction limit of light of around 200-250 nm described in 1873 by Ernst Abbe. Within the last decade, several approaches, such as structured illumination microscopy (SIM), stimulated emission depletion STED and (direct) stochastic optical reconstruction microscopy (d)STORM have been established to bypass the diffraction limit. However, such super-resolution techniques enabling a resolution <100 nm require specialized and expensive setups as well as expert knowledge in order to avoid artifacts. They are therefore limited to specialized laboratories. Recently, Boyden and colleagues introduced an alternate approach, termed expansion microscopy (ExM). The latter offers the possibility to perform superresolution microscopy on conventional confocal microscopes by embedding the sample into a swellable hydrogel that is isotropically expanded. Since its introduction in 2015, expansion microscopy has developed rapidly offering protocols for 4x, 10x and 20x expansion of proteins and RNA in cells, tissues and human clinical specimens.
Mitochondria are double membrane-bound organelles and crucial to the cell by performing numerous tasks, from ATP production through oxidative phosphorylation, production of many important metabolites, cell signaling to the regulation of apoptosis. The inner mitochondrial membrane is strongly folded forming so-called cristae. Besides being the location of the oxidative phosphorylation and therefore energy conversion and ATP production, cristae have been of great interest because changes in morphology have been linked to a plethora of diseases from cancer, diabetes, neurodegenerative diseases, to aging and infection. However, cristae imaging remains challenging as the distance between two individual cristae is often below 100 nm. Within this work, we demonstrate that the mitochondrial creatine kinase MtCK linked to fluorescent protein GFP (MtCK-GFP) can be used as a cristae marker. Upon fourfold expansion, we illustrate that our novel marker enables visualization of cristae morphology and localization of mitochondrial proteins relative to cristae without the need for specialized setups. Furthermore, we show the applicability of expansion microscopy for several bacterial pathogens, such as Chlamydia trachomatis, Simkania negevensis, Neisseria gonorrhoeae and Staphylococcus aureus. Due to differences in bacterial cell walls, we reveal important aspects for the digestion of pathogens for isotropic expansion. We further show that expansion of the intracellular pathogens C. trachomatis and S. negevensis, enables the differentiation between the two distinct developmental forms, catabolic active reticulate bodies (RB) and infectious elementary bodies (EB), on a conventional confocal microscope. We demonstrate the possibility to precisely locate chlamydial effector proteins, such as CPAF or Cdu1, within and outside the chlamydial inclusion. Moreover, we show that expansion microscopy enables the investigation of bacteria, herein S. aureus, within LAMP1 and LC3-II vesicles. With the introduction of the unnatural α-NH2-ω-N3-C6-ceramide, we further present the first approach for the expansion of lipids that may also be suitable for far inaccessible molecule classes like carbohydrates. The efficient accumulation and high labeling density of our functionalized α-NH2-ω-N3-C6-ceramide in both cells and bacteria enables in combination with tenfold expansion nanoscale resolution (10-20 nm) of the interaction of proteins with the plasma membrane, membrane of organelles and bacteria. Ceramide is the central molecule of the sphingolipid metabolism, an important constituent of cellular membranes and regulates many important cellular processes such as differentiation, proliferation and apoptosis. Many studies report about the importance of sphingolipids during infection of various pathogens. While the transport of ceramide to Chlamydia has been reported earlier, one of the unanswered questions remaining was if ceramide forms parts of the outer or inner bacterial membrane. Expansion of α-NH2-ω-N3-C6-ceramide enabled the visualization of ceramide in the inner and outer membrane of C. trachomatis and their distance was determined to be 27.6 ± 7.7 nm.
L-type calcium channels (LTCCs) control crucial physiological processes in cardiomyocytes such as the duration and amplitude of action potentials, excitation-contraction coupling and gene expression, by regulating the entry of Ca2+ into the cells. Cardiac LTCCs consist of one pore-forming α1 subunit and the accessory subunits Cavβ, Cavα2δ and Cavγ. Of these auxiliary subunits, Cavβ is the most important regulator of the channel activity; however, it can also have LTCC-independent cellular regulatory functions. Therefore, changes in the expression of Cavβ can lead not only to a dysregulation of LTCC activity, but also to changes in other cellular functions. Cardiac hypertrophy is one of the most relevant risk factors for congestive heart failure and depends on the activation of calcium-dependent prohypertrophic signaling pathways. However, the role of LTCCs and especially Cavβ in this pathology is controversial and needs to be further elucidated.
Of the four Cavβ isoforms, Cavβ2 is the predominant one in cardiomyocytes. Moreover, there are five different splice variants of Cavβ2 (Cavβ2a-e), differing only in the N-terminal region. We reported that Cavβ2b is the predominant variant expressed in the heart. We also revealed that a pool of Cavβ2 is targeted to the nucleus in cardiomyocytes. The expression of the nuclear Cavβ2 decreases during in vitro and in vivo induction of cardiomyocyte hypertrophy and overexpression of a nucleus-targeted Cavβ2 completely abolishes the in vitro induced hypertrophy. Additionally, we demonstrated by shRNA-mediated protein knockdown that downregulation of Cavβ2 enhances the hypertrophy induced by the α1-adrenergic agonist phenylephrine (PE) without involvement of LTCC activity. These results suggest that Cavβ2 can regulate cardiac hypertrophy through LTCC-independent pathways. To further validate the role of the nuclear Cavβ2, we performed quantitative proteome analyses of Cavβ2-deficient neonatal rat cardiomyocytes (NRCs). The results show that downregulation of Cavβ2 influences the expression of various proteins, including a decrease of calpastatin, an inhibitor of the calcium-dependent cysteine protease calpain. Moreover, downregulation of Cavβ2 during cardiomyocyte hypertrophy drastically increases calpain activity as compared to controls after treatment with PE. Finally, the inhibition of calpain by calpeptin abolishes the increase in PE-induced hypertrophy in Cavβ2-deficient cells. These results suggest that nuclear Cavβ2 has Ca2+- and LTCC-independent functions during the development of hypertrophy. Overall, our results indicate a new role for Cavβ2 in antihypertrophic signaling in cardiac hypertrophy.
Potential evolutionary responses to landscape heterogeneity and systematic environmental trends
(2020)
Over the course of the last century, humans have witnessed drastic levels of global environmental change that endangered both, the survival of single species as well as biodiversity itself. This includes climate change, in both environmental means and in variance and subsequently frequent extreme weather events, as well as land use change that species have to cope with.
With increasing urbanization, increasing agricultural area and increasing intensification, natural habitat is not only lost, but also changes its shape and distribution in the landscape. Both aspects can heavily influence an individual's fitness and therefore act as a selective force promoting evolutionary change.
This way climate change influences individuals' niches and dispersal. Local adaptation and dispersal are not independent of each other. Dispersal can have two opposite effects on local adaptation. It can oppose local adaptation, by promoting the immigration of maladapted indi-
viduals or favor local adaptation by introducing better adapted genotypes. Which of those effects of dispersal on local adaptation emerges in a population depends on the dispersal strategies and the spatial structure of the landscape. In principle an adaptive response can include adjustment of the niche optimum as well as habitat tolerance (niche width) or (instead) ecological tracking of adequate conditions by dispersal and range shifting. So
far, there has been no extensive modeling study of the evolution of the environmental niche optimum and tolerance along with dispersal probability in complex landscapes. Either only dispersal or (part of ) the environmental niche can evolve or the landscapes used are not realistic but rather a very abstract representation of spatial structures.
I want to try and disentangle those different effects of both local adaptation and dispersal during global change, as well as their interaction, especially considering the separation between the effects of increasing mean and increasing variance. For this, I implemented an individual based model (IBM), with escalating complexity.
I showed that both on a temporal as well as on a spatial scale, variation can be more influential then mean conditions.
Indeed, the actual spatial configuration of this heterogeneity and the relationship between spatial and temporal heterogeneity affect the evolution of the niche and of dispersal probability more than temporal or spatial mean conditions. I could show that in isolated populations, an increase of an environmental attribute's mean or variance can lead to extinction, under certain conditions. In particular, increasing variance cannot be tracked forever, since increasing tolerance has distinct limits of feasibility. Increasing mean conditions can also occur too fast to be tracked, especially from generalist individuals. When expanding the model to the metapopulation level without a temporal environmental trend, the degree of spatial vs.temporal heterogeneity influenced the evolution of random dispersal heavily. With increasing spatial heterogeneity, individuals from extreme and rare patches
evolve from being philopatric to dispersive, while individuals from average patches switch in the opposite direction.
With the last expansion to a different set of landscapes with varying degrees of edge density, I could show that edge effects are strong in pseudo-agricultural landscapes, while
in pseudo-natural habitats they were hardly found, regardless of emigration strategy. Sharp edges select against dispersal in the edge patches and could potentially further isolate populations in agricultural landscapes.
The work I present here can also be expanded further and I present several suggestions on what to do next. These expansions could help the realism of the model and eventually shed light on its bearing on ecological global change predictions. For example species distribution models or extinction risk models would be more precise, if they included both spatial and temporal variation. The current modeling practices might not be suffcient to
describe the possible outcomes of global change, because spatio-temporal heterogeneity and its influence on species' niches is too important to be ignored for longer.
Trotz der rasanten Entwicklung molekulargenetischer Analysemethoden sind die Auslöser vieler Erbrankheiten bislang ungeklärt. Eine Identifikation der genetischen Ursache einer Erkrankung ist jedoch essenziell, um zusätzliche invasive Tests vermeiden, adäquate Therapiemaßnahmen in die Wege leiten, akkurate Prognosen stellen und eine entsprechende genetische Beratung anbieten zu können. Next Generation Sequencing (NGS)-basierte Techniken wie die Whole Exome Sequenzierung (WES) haben die humangenetische Forschung und Diagnostik in den letzten Jahren revolutioniert. Die WES ermöglicht die Sequenzierung der Exons aller proteincodierenden Gene von mehreren Individuen gleichzeitig und stellt ein hilfreiches Werkzeug bei der Suche nach neuen kranheitsrelevanten Genen im Menschen dar.
Die vorliegende Arbeit beschäftigt sich mit der Aufklärung genetischer Ursachen verschiedenster Erkrankungen in konsanguinen Familien aus dem nahen und mittleren Osten mittels WES. Insgesamt wurden 43 Patienten mit unterschiedlichen Krankheitsbildern untersucht, darunter viele mit Skelettdysplasien oder Neuropathien. In 22 Fällen (51%) konnte die entsprechende krankheitsverursachende Mutation ausfindig gemacht werden. In 21% der aufgeklärten Fälle wurden Sequenzvarianten detektiert, die in der Literatur bereits als pathogen beschrieben wurden, während 63% bisher noch unbekannte Mutationen in bereits als krankheitsrelevant beschriebenen Genen darstellten. Zudem konnten im Rahmen dieser Arbeit drei neue, für den Menschen krankheitsrelevante Gene identifiziert werden, solute carrier family 10 member 7 (SLC10A7), T-box 4 (TBX4) und MIA SH3 domain ER export factor 3 (MIA3). SLC10A7 codiert für einen Transporter aus der Familie der solute carrier, der in der Plasmamembran verankert ist. In dieser Arbeit geleistete Analyseergebnisse konnten zu der Erstbeschreibung von homozygoten pathogenen SLC10A7-Mutationen als Ursache für eine Skelettdysplasie mit Amelogenesis imperfecta beitragen. Bei TBX4 handelt es sich um einen hochkonservierten Transkriptionsfaktor, der während der embryonalen Entwicklung an der Ausbildung der unteren Extremitäten beteiligt ist. Homozygote pathogene TBX4-Mutationen wurden im Kontext dieser Arbeit erstmalig mit einer posterioren Amelie mit Becken- und Lungenhypoplasie in Verbindung gebracht. MIA3 ist ein Transmembranprotein des endoplasmatischen Retikulums, das eine essenzielle Rolle bei der Proteinsekretion spielt. Die hier vorgestellten Patienten mit homozygoten pathogenen MIA3-Mutationen zeigen eine komplexe syndromale Erkrankung, die sich hauptsächlich in einer Kollagenopathie, Diabetes mellitus und milder mentaler Retardierung manifestiert und ein neues Krankheitsbild darstellt.
Die im Rahmen dieser Arbeit erzielten Ergebnisse erweitern somit zum einen das Mutationsspektrum verschiedener bekannter Krankheitsbilder und offenbaren zum anderen neue krankheitsrelevante Gene im Menschen.
Comparative analysis of insect circadian clocks: a behavioural, anatomical, and molecular study
(2020)
Biological clocks are endogenous oscillators that give organisms the sense of time. Insects, as the largest taxonomic group, offer fascinating models to study the evolution of clocks and their adaptation to various environments. Although the laboratory fruit fly, Drosophila melanogaster, led the role in the field of circadian biology as it provides a powerful genetic experimental tool, new model insect species need to be established to understand photoperiodic responses and to enable comparative studies. This work reports the behavioural, anatomical, and molecular characterization of the circadian clock of five insect species. The malt fly Chymomyza costata carries a D. melanogaster-like clock network, which supports circadian rhythms under rhythmic environment but cannot self-sustain when isolated from external time cues. The olive fly Bactrocera oleae is the major pest of olive plantations and the characterization of its circadian clock will improve future pest management strategies. The linden bug Pyrrhocoris apterus, a well suited model for investigating circadian and photoperiodic timing interactions, shows high degree of homology of the clock network with D. melanogaster. The scuttle flies Megaselia scalaris and Megaselia abdita represent new fascinating models to study how the clock network controls circadian behaviour. Overall, this work highlights high degree of homology between different circadian clock systems, but at the same time also dramatic differences in terms of circadian behaviour and neuro-anatomical expression of clock components. These have been mainly discussed in regards to the evolution of clocks in Diptera, and the adaptation of clocks to high latitudes.
Merkel cell carcinoma (MCC) is a rare and aggressive skin cancer. In approximately 80% of cases, genomic integration of the Merkel cell polyomavirus (MCPyV) is observed and overexpression of the two MCPyV T antigens (TAgs) is regarded as the main oncogenic determinant of MCPyV-positive MCC cases. However, the nature of the cells from which MCC arises is unknown. Therefore, the goal of the present work was to determine the cell of origin of MCC.
First, we characterized MCC patients’ tumors and demonstrated a high similarity of MCPyV- negative MCC with extracutaneous neuroendocrine carcinoma while MCPyV-positive MCC differs from these two groups with respect to morphology, immunohistochemical profile, genetics, origin and behavior. Based on the analysis of a trichoblastoma/MCC combined tumor, we demonstrated that a MCPyV-positive MCC can arise following MCPyV integration in an epithelial cell. In addition, the high similarity between trichoblastoma cells and Merkel cell (MC) progenitors of the hair follicle suggests that these hair follicle cells may represent a general start point for the development of MCPyV-positive MCC. A contribution of the viral TAgs to the development of the characteristic Merkel cell-like MCC phenotype is suggested by experiments demonstrating induction of Merkel cell markers upon TAg expression in human primary keratinocytes or hair follicle cells. As potential mechanisms mediating these phenotypic changes, we identified the capability of MCPyV LT to repress degradation of master regulator of MC development, i.e. the transcription factor ATOH1.
To conclude, our work suggests that MCPyV integration in epithelial cells of the hair follicle may represent an important path for MCC development.
Analyse der Genexpression verschiedener Kandidatengene und der Methylierung im Xiphophorus Melanom
(2020)
Das Melanom ist eine der aggressivsten Formen von malignen Tumoren beim Menschen. Bei Fischen der Gattung Xiphophorus kommt es zur spontanen Tumorformation, welche auch durch zwischenartliche Kreuzung herbeiführbar ist. Hybride mit angeborenem Melanom stellen ein nützliches Tiermodell zur Untersuchung der genetischen Grundlage der Tumorentwicklung dar. Ihre Tumorigenese hängt mit der pigmentzellspezifischen Überexpression der durch eine Mutation aktivierten Rezeptortyrosinkinase Xmrk zusammen. In reinrassigen Fischen wird die onkogene Funktion des xmrk durch den Genlocus R, welcher molekular noch nicht identifiziert wurde, unterdrückt. Zusammen mit der Überexpression von xmrk konnten mittels einer RNA-Seq Analyse weitere Gene gefunden werden, welche differenziell in den Proben von malignen und benignen Geweben des Xiphophorus exprimiert werden. Des Weiteren ist bekannt, dass die Methylierung des xmrk Promotors Einfluss auf die Expression des Genes hat.
Um die Daten der durch RNA-Seq gefundenen Kandidatengene zu validieren, wurde deren Expression in malignen und benignen Geweben der Flossen und des Rumpfes mittels qPCR quantifiziert. Zusätzlich dazu wurde die Expression einiger humaner Orthologe dieser Gene in Proben aus humanen Melanomzelllinien gemessen. Mir war es möglich zu zeigen, dass mit Ausnahme von cdkn2ab, mitfb und xirp2b alle Kandidatengene signifikant unterschiedlich in mindestens einem Vergleich von benignem und malignem Gewebe exprimiert waren. Das mit xmrk verglichen gegensätzliche Expressionsmuster von pdcd4a macht es zu einem vielversprechenden Kandidaten als vom R-Locus codierten Tumorsuppressorgen. In den humanen Melanomzelllinien konnte ausschließlich von PDGFRB keine erhöhte Expression in irgendeiner Probe nachgewiesen werden. Während die Expression von PDCD4, C-MYC und MITF in mindestens drei der vier Zelllinien mittelstark erhöht war, ließ sich bei KIT eine enorm gesteigerte Überexpression in Zellen der Linie Hermes3a nachweisen. Da drei der fünf analysierten Gene und ihre Orthologen ähnliche Expressionsmuster in Proben des Xiphophorus und der humanen Melanomzelllinien zeigen, deuten diese Ergebnisse auf die Nützlichkeit des Tiermodells zur Identifizierung entscheidender Gene und Signalwege im malignen Melanom hin. Ein zweites Ziel der Arbeit war das Erlangen tieferer Einblicke in die Methylierung des Xiphophorus Melanoms auf einer globalen und promotor- spezifischen Ebene. Um die Hypothese einer Reduzierung der globalen Methylierung zu testen, führte ich eine kolorimetrische Quantifizierung der 5-mC DNA in Kontroll- und Tumorgeweben aus. Diese Vorgehensweise zeigte zum ersten Mal eine signifikante Verminderung der methylierten globalen DNA in den benignen Läsionen und malignen Melanomen der Flossen verglichen mit dem Kontrollgewebe. Um herauszufinden, on diese Demethylierung direkt mit der Überexpression des xmrk verbunden ist, analysierte ich als nächstes die Methylierung eines CpG Dinukleotids des xmrk Promotors mithilfe von methylierungssensitiven Restriktionsendonukleasen. Obwohl nur in den Proben des exophytischen Tumorwachstums als Krebsgewebe eine verringerte Methylierung des CpG Dinukleotids verglichen mit den Kontrollen nachgewiesen werden konnte, zeigte sich die Stelle in Zellen der Xiphophorus Melanomzelllinie PSM komplett unmethyliert. Diese Ergebnisse deuten stark daraufhin, dass eine differenzierte Methylierung das onkogene Potential dieser Zellen bewirkt. Um die Effekte veränderter globaler und promotor-spezifischer Methylierung auf die Tumorigenese besser zu verstehen, sind weitere Untersuchungen nötig.
Cancer remains after cardiovascular diseases the leading cause of death worldwide and an estimated 8.2 million people died of it in 2012. By 2030, 13 million cancer deaths are expected due to the growth and ageing of the population. Hereof, colorectal cancer (CRC) is the third most common cancer in men and the second in women with a wide geographical variation across the world. Usually, CRC begins as a non-cancerous growth leading to an adenomatous polyp, or adenoma, arising from glandular cells. Since research has brought about better understanding of the mechanisms of cancer development, novel treatments such as targeted therapy have emerged in the past decades. Despite that, up to 95% of anticancer drugs tested in clinical phase I trials do not attain a market authorisation and hence these high attrition rates remain a key challenge for the pharmaceutical industry, making drug development processes enormously costly and inefficient. Therefore, new preclinical in vitro models which can predict drug responses in vivo more precisely are urgently needed. Tissue engineering not only provides the possibility of creating artificial three-dimensional (3D) in vitro tissues, such as functional organs, but also enables the investigation of drug responses in pathological tissue models, that is, in 3D cancer models which are superior to conventional two-dimensional (2D) cell cultures on petri dishes and can overcome the limitations of animal models, thereby reducing the need for preclinical in vivo models. In this thesis, novel 3D CRC models on the basis of a decellularised intestinal matrix were established. In the first part, it could be shown that the cell line SW480 exhibited different characteristics when grown in a 3D environment from those in conventional 2D culture. While the cells showed a mesenchymal phenotype in 2D culture, they displayed a more pronounced epithelial character in the 3D model. By adding stromal cells (fibroblasts), the cancer cells changed their growth pattern and built tumour-like structures together with the fibroblasts, thereby remodelling the natural mucosal structures of the scaffold. Additionally, the established 3D tumour model was used as a test system for treatment with standard chemotherapeutic 5-fluorouracil (5-FU). The second part of the thesis focused on the establishment of a 3D in vitro test system for targeted therapy. The US Food and Drug Administration has already approved of a number of drugs for targeted therapy of specific types of cancer. For instance, the small molecule vemurafenib (PLX4032, Zelboraf™) which demonstrated impressive response rates of 50–80% in melanoma patients with a mutation of the rapidly accelerated fibrosarcoma oncogene type B (BRAF) kinase which belongs to the mitogen active protein kinase (MAPK) signalling pathway. However, only 5% of CRC patients harbouring the same BRAF mutation respond to treatment with vemurafenib. An explanation for this unresponsiveness could be a feedback activation of the upstream EGFR, reactivating the MAPK pathway which sustains a proliferative signalling. To test this hypothesis, the two early passage cell lines HROC24 and HROC87, both presenting the mutation BRAF V600E but differing in other mutations, were used and their drug response to vemurafenib and/or gefitinib was assessed in conventional 2D cell culture and compared to the more advanced 3D model. Under 3D culture conditions, both cell lines showed a reduction of the proliferation rate only in the combination therapy approach. Furthermore, no significant differences between the various treatment approaches and the untreated control regarding apoptosis rate and viability for both cell lines could be found in the 3D tumour model which conferred an enhanced chemoresistance to the cancer cells. Because of the observed unresponsiveness to BRAF inhibition by vemurafenib as can be seen in the clinic for patients with BRAF mutations in CRC, the cell line HROC87 was used for further xenografting experiments and analysis of activation changes in the MAPK signalling pathway. It could be shown that the cells presented a reactivation of Akt in the 3D model when treated with both inhibitors, suggesting an escape mechanism for apoptosis which was not present in cells cultured under conventional 2D conditions. Moreover, the cells exhibited an activation of the hepatocyte growth factor receptor (HGFR, c-Met) in 2D and 3D culture, but this was not detectable in the xenograft model. This shows the limitations of in vivo models. The results suggest another feedback activation loop than that to the EGFR which might not primarily be involved in the resistance mechanism. This reflects the before mentioned high attrition rates in the preclinical drug testing.
Chlamydia trachomatis (Ct) is an obligate intracellular human pathogen. It causes blinding trachoma and sexually transmitted disease such as chlamydia, pelvic inflammatory disease and lymphogranuloma venereum. Ct has a unique biphasic development cycle and replicates in an intracellular vacuole called inclusion. Normally it has two forms: the infectious form, elementary body (EB); and the non-infectious form, reticulate body (RB). Ct is not easily amenable to genetic manipulation. Hence, to understand the infection process, it is crucial to study how the metabolic activity of Ct exactly evolves in the host cell and what roles of EB and RB play differentially in Ct metabolism during infection. In addition, Ct was found regularly coinfected with other pathogens in patients who got sexually transmitted diseases (STDs). A lack of powerful methods to culture Ct outside of the host cell makes the detailed molecular mechanisms of coinfection difficult to study.
In this work, a genome-scale metabolic model with 321 metabolites and 277 reactions was first reconstructed by me to study Ct metabolic adaptation in the host cell during infection. This model was calculated to yield 84 extreme pathways, and metabolic flux strength was then modelled regarding 20hpi, 40hpi and later based on a published proteomics dataset. Activities of key enzymes involved in target pathways were further validated by RT-qPCR in both HeLa229 and HUVEC cell lines. This study suggests that Ct's major active pathways involve glycolysis, gluconeogenesis, glycerolphospholipid biosynthesis and pentose phosphate pathway, while Ct's incomplete tricarboxylic acid cycle and fatty acid biosynthesis are less active. EB is more activated in almost all these carbohydrate pathways than RB. Result suggests the survival of Ct generally requires a lot of acetyl-CoA from the host. Besides, both EB and RB can utilize folate biosynthesis to generate NAD(P)H but may use different pathways depending on the demands of ATP. When more ATP is available from both host cell and Ct itself, RB is more activated by utilizing energy providing chemicals generated by enzymes associated in the nucleic acid metabolism. The forming of folate also suggests large glutamate consumption, which is supposed to be converted from glutamine by the glutamine-fructose-6-phosphate transaminase (glmS) and CTP synthase (pyrG).
Then, RNA sequencing (RNA-seq) data analysis was performed by me in a coinfection study. Metatranscriptome from patient RNA-seq data provides a realistic overview. Thirteen patient samples were collected and sequenced by our collaborators. Six male samples were obtained by urethral swab, and seven female samples were collected by cervicovaginal lavage. All the samples were Neisseria gonorrhoeae (GC) positive, and half of them had coinfection with Ct. HISAT2 and Stringtie were used for transcriptomic mapping and assembly respectively, and differential expression analysis by DESeq2, Ballgown and Cuffdiff2 are parallelly processed for comparison. Although the measured transcripts were not sufficient to assemble Ct's transcriptome, the differential expression of genes in both the host and GC were analyzed by comparing Ct positive group (Ct+) against Ct-uninfected group. The results show that in the Ct+ group, the host MHC class II immune response was highly induced. Ct infection is associated with the regulation of DNA methylation, DNA double-strand damage and ubiquitination. The analysis also shows Ct infection enhances host fatty acid beta oxidation, thereby inducing mROS, and the host responds to reduce ceramide production and glycolysis. The coinfection upregulates GC's own ion transporters and amino acid uptake, while it downregulates GC's restriction and modification systems. Meanwhile, GC has the nitrosative and oxidative stress response and also increases the ability for ferric uptake especially in the Ct+ group compared to Ct-uninfected group.
In conclusion, methods in bioinformatics were used here in analyzing the metabolism of Ct itself, and the responses of the host and GC respectively in a coinfection study with and without Ct. These methods provide metabolic and metatranscriptomic details to study Ct metabolism during infection and Ct associated coinfection in the human microbiota.
Besides a growing tendency for delayed parenthood, sedentary lifestyle coupled with overnutrition has dramatically increased worldwide over the last few decades. Epigenetic mechanisms can help us understand the epidemics and heritability of complex traits like obesity to a significant extent. Majority of the research till now has focused on determining the impact of maternal factors on health and disease risk in the offspring(s).
This doctoral thesis is focused on deciphering the potential effects of male aging and obesity on sperm methylome, and consequences/transmission via germline to the next generation. In humans, this was assessed in a unique cohort of ~300 sperm samples, collected after in vitro fertilization/intracytoplasmic sperm injection, as well as in conceived fetal cord blood samples of the children. Furthermore, aging effect on sperm samples derived from a bovine cohort was analyzed.
The study identified that human male aging significantly increased the DNA methylation levels of the promoter, the upstream core element, the 18S, and the 28S regions of ribosomal DNA (rDNA) in sperm. Prediction models were developed to anticipate an individual’s age based on the methylation status of rDNA regions in his sperm. Hypermethylation of alpha satellite and LINE1 repeats in human sperm was also observed with aging. Epimutations, which are aberrantly methylated CpG sites, were significantly higher in sperm of older males compared to the younger ones. These effects on the male germline had a negative impact on embryo quality of the next generation. Consistent with these results, DNA methylation of rDNA regions, bovine alpha satellite, and testis satellite repeats displayed a significant positive correlation with aging sperm samples within the same individual and across different age-grouped bulls.
A positive association between human male obesity/body mass index (BMI) and DNA methylation of the imprinted MEG3 gene and the obesity-related HIF3A gene was detected in sperm. These BMI-induced sperm DNA methylation signatures were transmitted to next generation fetal cord blood (FCB) samples in a gender-specific manner. Males, but not female offsprings exhibited a significant positive correlation between father’s BMI and FCB DNA methylation in the two above-mentioned amplicons. Additionally, hypomethylation of IGF2 with increased paternal BMI was observed in female FCB samples. Parental allele-specific in-depth methylation analysis of imprinted genes using next generation sequencing technology also revealed significant correlations between paternal factors like age and BMI, and the corresponding father’s allele DNA methylation in FCB samples.
Deep bisulphite sequencing of imprinted genes in diploid somatic cord blood cells of offspring detected that the levels of DNA methylation signatures largely depended on the underlying genetic variant, i.e. sequence haplotypes. Allele-specific epimutations were observed in PEG1, PEG5, MEG3, H19, and IGF2 amplicons. For the former three genes, the non-imprinted unmethylated allele displayed more epimutations than the imprinted methylated allele. On the other hand, for the latter two genes, the imprinted allele exhibited higher epimutation rate than that of the non-imprinted allele.
In summary, the present study proved that male aging and obesity impacts the DNA methylome of repetitive elements and imprinted genes respectively in sperm, and also has considerable consequences on the next generation. Nevertheless, longitudinal follow-up studies are highly encouraged to elucidate if these effects can influence the risk of developing abnormal phenotype in the offspring during adulthood.