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The epitranscriptome embodies many new and largely unexplored functions of RNA. A significant roadblock hindering progress in epitranscriptomics is the identification of more than one modification in individual transcript molecules. We address this with CHEUI (CH3 (methylation) Estimation Using Ionic current). CHEUI predicts N6-methyladenosine (m6A) and 5-methylcytidine (m5C) in individual molecules from the same sample, the stoichiometry at transcript reference sites, and differential methylation between any two conditions. CHEUI processes observed and expected nanopore direct RNA sequencing signals to achieve high single-molecule, transcript-site, and stoichiometry accuracies in multiple tests using synthetic RNA standards and cell line data. CHEUI’s capability to identify two modification types in the same sample reveals a co-occurrence of m6A and m5C in individual mRNAs in cell line and tissue transcriptomes. CHEUI provides new avenues to discover and study the function of the epitranscriptome.
Rhythmic changes in environmental lighting conditions have ever been the most reliable environmental cue for life on earth. Nature has therefore selected a genetically encrypted endogenous clock very early in evolution, as it provided cells and subsequently organisms with the ability to anticipate persevering periods of light and darkness. Rhythm generation within the mammalian circadian system is achieved by clock genes and their protein products. The mammalian endogenous master clock, which synchronizes the body to environmental time, is located in the suprachiasmatic nucleus (SCN) of the hypothalamus. As an integral part of the time-coding system, the pineal gland serves the need to tune the body to the temporal environment by the rhythmic nocturnal synthesis and immediate release of the hormone melatonin. In contrast to the transcriptional regulation of melatonin synthesis in rodents, a post-translational shaping is indicated in the human pineal gland. Another important mediator of circadian time and seasonality to the body is the pituitary gland. The aim of this work was to elucidate regulation of melatonin synthesis in the human pineal gland. Furthermore, presence and regulation of clock genes in the human pineal and pituitary gland, and in the SCN were analyzed. Therefore, human tissue, taken from regular autopsies, was analyzed simultaneously for different parameters involved in melatonin biosynthesis and circadian rhythm generation. Presented data demonstrate that post-mortem brain tissue can be used to detect the remnant profile of pre-mortem adaptive changes in neuronal activity. In particular, our results give strong experimental support for the idea that transcriptional mechanisms are not dominant for the generation of rhythmic melatonin synthesis in the human pineal gland. Together with data obtained for clock genes and their protein products in the pituitary, data presented here offer 1) a new working hypothesis for post-translational regulation of melatonin biosynthesis in the human pineal gland, and 2) a novel twist in the molecular competence of clock gene proteins, achieved by nucleo-cytoplasmic shuttling in neuronal and neuroendocrine human tissue. Furthermore, in this study, oscillations in abundance of clock gene proteins were demonstrated for the first time in the human SCN.
Seed dispersal is a key ecosystem function for plant regeneration, as it involves the movement of seeds away from the parental plants to particular habitats where they can germinate and transition to seedlings and ultimately adult plants. Seed dispersal is shaped by a diversity of abiotic and biotic factors, particularly by associations between plants and climate and between plants and other species. Due to the ongoing loss of biodiversity and changing global conditions, such interactions are prone to change and pose a severe threat to plant regeneration. One way to address this challenge is to study associations between plant traits and abiotic and biotic factors to understand the potential impacts of global change on plant regeneration. Plant communities have long been analyzed through the lens of vegetative traits, mainly ignoring how other traits interact and respond to the environment. For instance, while associations between vegetative traits (e.g., specific leaf area, leaf nitrogen content) and climate are well studied, there are few case studies of reproductive traits in relation to trait-environment associations in the context of global change.
Thus, the overarching aim of this dissertation is to explore how trait-environment associations, with a special focus on reproductive traits, can improve our understanding of the effect that global change may have on seed dispersal, and ultimately on plant regeneration. To this end, my research focuses on studying associations between plant traits and abiotic and biotic factors along an elevational gradient in both forests and deforested areas of tropical mountains. This dissertation addresses three principal research objectives.
First, I investigate the extent to which reproductive (seed and fruit traits) and vegetative traits (leaf traits) are related to abiotic and biotic factors for communities of fleshy-fruited plants in the Ecuadorian Andes. I used multivariate analyses to test associations between four (a)biotic factors and seven reproductive traits and five vegetative traits measured on 18 and 33 fleshy fruited plant species respectively. My analyses demonstrate that climate and soil conditions are strongly associated with the distribution of both reproductive and vegetative traits in tropical tree communities. The production of “costly” vs. “cheap” seeds, fruits and leaves, i.e., the production of few rewarding fruits and acquisitive leaves versus the production of many less-rewarding fruits and conservative leaves, is primarily limited by temperature, whereas the size of plant organs is more related to variation in precipitation and soil conditions. My findings suggest that associations between reproductive and vegetative traits and the abiotic environment follow similar principles in tropical tree communities.
Second, I assess how climate and microhabitat conditions affect the prevalence of endozoochorous plant species in the seed rain of tropical montane forests in southern Ecuador. I analyzed seed rain data for an entire year from 162 traps located across an elevational gradient spanning of 2000 m. I documented the microhabitat conditions (leaf area index and soil moisture next to each seed trap) at small spatial scale as well as the climatic conditions (mean annual temperature and rainfall in each plot) at large spatial scale. After a one-year of sampling, I counted 331,838 seeds of 323 species/morphospecies. My analyses demonstrate that the prevalence of endozoochorous plant species in the seed rain increases with temperature across elevations and with leaf area index within elevations. These results show that the prevalence of endozoochory is shaped by the interplay of both abiotic and biotic factors at large and small spatial scales.
Third, I examine the potential of seed rain to restore deforested tropical areas along an elevational gradient in southern Ecuador. For this chapter, I collected seed rain using 324 seed traps installed in 18 1-ha plots in forests (nine forest plots) and in pastures (nine deforested plots) along an elevational gradient of 2000 m. After a sampling period of three months, I collected a total of 123,039 seeds of 255 species/morphospecies from both forests and pastures along the elevational gradient. I did not find a consistent decrease in the amount and richness of seed rain between forests and pastures, but I detected a systematic change in the type of dispersed seeds, as heavier seeds and a higher proportion of endozoochorous species were found in forests compared to pastures at all elevations. This finding suggests that deforestation acts as a strong filter selecting seed traits that are vital for plant regeneration.
Understanding the role that trait-environment associations play in how plant communities regenerate today could serve as a basis for predicting changes in regeneration processes of plant communities under changing global conditions in the near future. Here, I show how informative the measurement of reproductive traits and trait environment associations are in facilitating the conservation of forest habitats and the restoration of deforested areas in the context of global change.
Symbiotic nitrogen fixation (SNF) in root nodules of grain legumes such as chickpea is a highly complex process that drastically affects the gene expression patterns of both the prokaryotic as well as eukaryotic interacting cells. A successfully established symbiotic relationship requires mutual signaling mechanisms and a continuous adaptation of the metabolism of the involved cells to varying environmental conditions. Although some of these processes are well understood today many of the molecular mechanisms underlying SNF, especially in chickpea, remain unclear. Here, we reannotated our previously published transcriptome data generated by deepSuperSAGE (Serial Analysis of Gene Expression) to the recently published draft genome of chickpea to assess the root- and nodule-specific transcriptomes of the eukaryotic host cells. The identified gene expression patterns comprise up to 71 significantly differentially expressed genes and the expression of twenty of these was validated by quantitative real-time PCR with the tissues from five independent biological replicates. Many of the differentially expressed transcripts were found to encode proteins implicated in sugar metabolism, antioxidant defense as well as biotic and abiotic stress responses of the host cells, and some of them were already known to contribute to SNF in other legumes. The differentially expressed genes identified in this study represent candidates that can be used for further characterization of the complex molecular mechanisms underlying SNF in chickpea.
The development of the atrioventricular (AV) canal and the cardiac valves is tightly linked and a critically regulated process. Anomalies in components of the involved pathways can lead to congenital valve malformations, a leading cause of morbidity and mortality in neonates. Myocardial Bmp as well as endocardial Notch and Wnt signaling have been identified as critical factors for the induction of EMT during the formation of the endocardial cushions and cardiac valves. Of these, canonical Wnt signaling positively regulates endocardial proliferation and EMT but negatively regulates endocardial differentiation. Further, elevated Wnt signaling leads to the ectopic expression of myocardial Bmp ligands suggesting a high level of integration of the involved pathways and crosstalk amongst the different cardiac tissues.
Here we have identified a novel role for Id4 as a mediator between Bmp and Wnt signaling. Id4 belongs to the Id family of proteins and is known to be involved in bone and nervous system development. We found that in zebrafish, id4 is expressed in the endocardium of the AV canal at embryonic stages and throughout the atrial chamber in addition to AV canal, in adults. Using transcription activator-like effector nucleases (TALENs) we established an id4 mutant allele. Our analysis shows that id4 mutant larvae are susceptible to retrograde blood flow, and show aberrant expression of developmental valvular markers. These include expanded expression domains of markers like bmp4, cspg2a and Alcam. In contrast, valve maturation as assessed by the expression of spp1 is considerably reduced in id4 mutants. Using conditional transgenic systems, along with elegant in vivo imaging of transgenic reporter lines, we further found that id4 is a transcriptional target of Bmp signaling, and it is capable of dose dependently restricting Wnt signaling in the endocardium of the Atrioventricular Canal.
Taken together, our data identifies Id4 as a novel player in Atrioventricular Canal and valve development. We show that Id4 function is important in valve development acting downstream of Bmp signaling by restricting endocardial Wnt to allow valve maturation
Nearly 170 million people are chronically infected with HCV and thus at risk of developing liver cirrhosis and hepatocellular carcinoma. Although new and effective oral antiviral drugs are available, there is still the need for a preventive vaccine. In addition, in light of the high number of patients who are chronically infected with HCV the development of a therapeutic vaccine will present a support or even an alternative to the expensive medications.
To induce HCV-specific immune responses in a vaccine model, the HBV capsid is used as a carrier to deliver HCV antigens. Due to its icosahedral structure, the HBV capsid is highly immunogenic and helps to elicit a strong B cell response against the delivered antigens. In addition, the translocation motif (TLM) from the HBV surface protein is fused to the core protein. The TLM conveys membrane-permeability to the carrier capsid, enabling antigen transfer into the cytoplasm, and thus allows immunoproteasomal processing and MHC class I-mediated presentation of the antigen. To load the capsid with foreign antigens, a strep-Tag/streptavidin system is utilized. Recombinant capsids and antigens were purified from the E. coli production system. Detailed characterization of the carrier capsid demonstrated the proper assembly, adequate thermal stability and the successful loading of the foreign antigens onto the capsid surface.
As a further step, seven different HCV-derived proteins were produced and purified for the coupling on the surface of TLM-core particles. The characterization of their immunogenicity using this system is being performed.
Using ovalbumin as a model antigen, which is coupled to the carrier capsids via strep-Tag/streptavidin binding, shows that this system is suitable to efficiently deliver antigens into the cytoplasm of antigen-presenting cells (APCs), leading to the activation of APCs. This activation was assessed by measuring the secretion of IL-6 and TNF-α, in addition to the upregulation of activation markers (CD40, CD80, CD69, and MHC class I). Upon activation, the APCs were able to activate ova-specific CD8+ T cells measured by secreted IFN-γ, which was up to 20-folds more than IFN-γ secreted upon incubation with free ovalbumin. These data indicate that the TLM-capsid is suitable to serve as a carrier to deliver foreign antigens into the cytoplasm of APCs leading to MHC class I-mediated presentation and induction of an antigen-specific CTLs response.
Anaerobic ammonium oxidation (anammox) is a major process in the biogeochemical nitrogen cycle in which nitrite and ammonium are converted to dinitrogen gas and water through the highly reactive intermediate hydrazine. So far, it is unknown how anammox organisms convert the toxic hydrazine into nitrogen and harvest the extremely low potential electrons (−750 mV) released in this process. We report the crystal structure and cryo electron microscopy structures of the responsible enzyme, hydrazine dehydrogenase, which is a 1.7 MDa multiprotein complex containing an extended electron transfer network of 192 heme groups spanning the entire complex. This unique molecular arrangement suggests a way in which the protein stores and releases the electrons obtained from hydrazine conversion, the final step in the globally important anammox process.
Microplastics (MPs) are ubiquitous and persistent pollutants, and have been detected in a wide variety of media, from soils to aquatic systems. MPs, consisting primarily of polyethylene, polypropylene, and polyacrylamide polymers, have recently been found in 12% of samples of honey collected in Ecuador. Recently, MPs have also been identified in honey bees collected from apiaries in Copenhagen, Denmark, as well as nearby semiurban and rural areas. Given these documented exposures, assessment of their effects is critical for understanding the risks of MP exposure to honey bees. Exposure to polystyrene (PS)-MPs decreased diversity of the honey bee gut microbiota, followed by changes in gene expression related to oxidative damage, detoxification, and immunity. As a result, the aim of this perspective was to investigate whether wide-spread prevalence of MPs might have unintended negative effects on health and fitness of honey bees, as well as to draw the scientific community’s attention to the possible risks of MPs to the fitness of honey bees. Several research questions must be answered before MPs can be considered a potential threat to bees.
The sequenced genome of the poly-extremophile Exiguobacterium sp. S17, isolated from modern stromatolites at Laguna Socompa (3,570 m), a High-Altitude Andean Lake (HAAL) in Argentinean Puna revealed a putative proteorhodopsin-encoding gene. The HAAL area is exposed to the highest UV irradiation on Earth, making the microbial community living in the stromatolites test cases for survival strategies under extreme conditions. The heterologous expressed protein E17R from Exiguobacterium (248 amino acids, 85% sequence identity to its ortholog ESR from E. sibiricum) was assembled with retinal displaying an absorbance maximum at 524 nm, which makes it a member of the green-absorbing PR-subfamily. Titration down to low pH values (eventually causing partial protein denaturation) indicated a pK value between two and three. Global fitting of data from laser flash-induced absorption changes gave evidence for an early red-shifted intermediate (its formation being below the experimental resolution) that decayed (τ1 = 3.5 μs) into another red-shifted intermediate. This species decayed in a two-step process (τ2 = 84 μs, τ3 = 11 ms), to which the initial state of E17-PR was reformed with a kinetics of 2 ms. Proton transport capability of the HAAL protein was determined by BLM measurements. Additional blue light irradiation reduced the proton current, clearly identifying a blue light absorbing, M-like intermediate. The apparent absence of this intermediate is explained by closely matching formation and decay kinetics.
Binding free energy calculations that make use of alchemical pathways are becoming increasingly feasible thanks to advances in hardware and algorithms. Although relative binding free energy (RBFE) calculations are starting to find widespread use, absolute binding free energy (ABFE) calculations are still being explored mainly in academic settings due to the high computational requirements and still uncertain predictive value. However, in some drug design scenarios, RBFE calculations are not applicable and ABFE calculations could provide an alternative. Computationally cheaper end-point calculations in implicit solvent, such as molecular mechanics Poisson–Boltzmann surface area (MMPBSA) calculations, could too be used if one is primarily interested in a relative ranking of affinities. Here, we compare MMPBSA calculations to previously performed absolute alchemical free energy calculations in their ability to correlate with experimental binding free energies for three sets of bromodomain–inhibitor pairs. Different MMPBSA approaches have been considered, including a standard single-trajectory protocol, a protocol that includes a binding entropy estimate, and protocols that take into account the ligand hydration shell. Despite the improvements observed with the latter two MMPBSA approaches, ABFE calculations were found to be overall superior in obtaining correlation with experimental affinities for the test cases considered. A difference in weighted average Pearson () and Spearman () correlations of 0.25 and 0.31 was observed when using a standard single-trajectory MMPBSA setup ( = 0.64 and = 0.66 for ABFE; = 0.39 and = 0.35 for MMPBSA). The best performing MMPBSA protocols returned weighted average Pearson and Spearman correlations that were about 0.1 inferior to ABFE calculations: = 0.55 and = 0.56 when including an entropy estimate, and = 0.53 and = 0.55 when including explicit water molecules. Overall, the study suggests that ABFE calculations are indeed the more accurate approach, yet there is also value in MMPBSA calculations considering the lower compute requirements, and if agreement to experimental affinities in absolute terms is not of interest. Moreover, for the specific protein–ligand systems considered in this study, we find that including an explicit ligand hydration shell or a binding entropy estimate in the MMPBSA calculations resulted in significant performance improvements at a negligible computational cost.