8 research outputs found

    Investigation of DNA methylation turnover in pluripotency and early differentiation

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    Throughout embryonic development, cells undergo a series of lineage decisions, accompanied by morphological and functional changes, culminating in the formation of a complete organism. This intricate process is orchestrated by a complex interplay of diverse genetic and epigenetic mechanisms, including DNA methylation. After major changes shaping the somatic DNA methylome in the pre-implantation embryo, this modification remains globally stable, with local alterations occurring in a tissue-specific manner, often associated with putative genetic regulatory elements. However, in human pluripotent stem cells (hPSCs), thousands of highly methylated regions are targeted by DNA demethylases (TETs), whose local demethylation activity is counteracted by de novo methyltransferases (DNMT3s), resulting in a delicate balance referred to as DNA methylation turnover. What is the molecular mechanism and its functional role during pluripotency and developmental progression remains elusive. In my doctoral work, I combined experimental and analytical approaches to investigate the emergence and regulation of DNA methylation turnover during human pluripotency and early differentiation. I revealed that this dynamic mechanism substantially occurs at regions that undergo demethylation during in vitro three germ-layer differentiation, but that it is also active at genomic loci linked to mature lineage decisions. Importantly, I described the establishment of de novo DNA methylation turnover in transient progenitor populations for the first time, suggesting an extended regulative role of the DNA methylation turnover beyond pluripotency. Furthermore, I provide functional evidence that pluripotency-associated DNA methylation turnover regions have enhancer activity in differentiated cells, implying a potential functional regulatory role of the turnover. Regarding transposable elements, my analysis confirms that the DNA methylation turnover is highly target-specific. In particular, I reveal that the evolutionary young ERV1 LTR7up1/2 and the hominoid-specific ERVK LTR5-Hs subfamilies of the long terminal repeat (LTR) retrotransposons are prominently targeted by the DNA methylation turnover in hPSCs. Interestingly, specifically these subfamilies were previously shown to be bound by pluripotency factors, including NANOG, providing a possible underlying mechanism behind the turnover during pluripotency. Lastly, I generated various genetically modified hPSCs lines to experimentally dissect the functional role of TETs and DNMT3s at turnover targets. Thus, my work provides a valuable toolkit and an unexplored analytical angle into the target-specific regulation of DNA methylation turnover, emphasizing its potential role for human cell differentiation during embryonic development

    Spatiotemporal transcriptomic maps of whole mouse embryos at the onset of organogenesis

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    Spatiotemporal orchestration of gene expression is required for proper embryonic development. The use of single-cell technologies has begun to provide improved resolution of early regulatory dynamics, including detailed molecular definitions of most cell states during mouse embryogenesis. Here we used Slide-seq to build spatial transcriptomic maps of complete embryonic day (E) 8.5 and E9.0, and partial E9.5 embryos. To support their utility, we developed sc3D, a tool for reconstructing and exploring three-dimensional ‘virtual embryos’, which enables the quantitative investigation of regionalized gene expression patterns. Our measurements along the main embryonic axes of the developing neural tube revealed several previously unannotated genes with distinct spatial patterns. We also characterized the conflicting transcriptional identity of ‘ectopic’ neural tubes that emerge in Tbx6 mutant embryos. Taken together, we present an experimental and computational framework for the spatiotemporal investigation of whole embryonic structures and mutant phenotypes

    PREVENTion of CLots in Orthopaedic Trauma (PREVENT CLOT): a randomised pragmatic trial protocol comparing aspirin versus low-molecular-weight heparin for blood clot prevention in orthopaedic trauma patients

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    Introduction Patients who sustain orthopaedic trauma are at an increased risk of venous thromboembolism (VTE), including fatal pulmonary embolism (PE). Current guidelines recommend low-molecular-weight heparin (LMWH) for VTE prophylaxis in orthopaedic trauma patients. However, emerging literature in total joint arthroplasty patients suggests the potential clinical benefits of VTE prophylaxis with aspirin. The primary aim of this trial is to compare aspirin with LMWH as a thromboprophylaxis in fracture patients.Methods and analysis PREVENT CLOT is a multicentre, randomised, pragmatic trial that aims to enrol 12 200 adult patients admitted to 1 of 21 participating centres with an operative extremity fracture, or any pelvis or acetabular fracture. The primary outcome is all-cause mortality. We will evaluate non-inferiority by testing whether the intention-to-treat difference in the probability of dying within 90 days of randomisation between aspirin and LMWH is less than our non-inferiority margin of 0.75%. Secondary efficacy outcomes include cause-specific mortality, non-fatal PE and deep vein thrombosis. Safety outcomes include bleeding complications, wound complications and deep surgical site infections.Ethics and dissemination The PREVENT CLOT trial has been approved by the ethics board at the coordinating centre (Johns Hopkins Bloomberg School of Public Health) and all participating sites. Recruitment began in April 2017 and will continue through 2021. As both study medications are currently in clinical use for VTE prophylaxis for orthopaedic trauma patients, the findings of this trial can be easily adopted into clinical practice. The results of this large, patient-centred pragmatic trial will help guide treatment choices to prevent VTE in fracture patients.Trial registration number NCT02984384
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