894 research outputs found

    Unraveling disease mechanisms of different lung pathologies with single-cell RNA sequencing

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    The respiratory system is composed of different tissues with their respective cell types that together work in concert to perform air conductance and gas exchange. With the advent of single-cell RNA-sequencing (scRNA-seq), it is now possible to comprehensively interrogate the function of each individual cell in homeostatic and diseased states. In this dissertation, various roles of epithelial, mesenchymal, and immune cell types of the respiratory system in idiopathic pulmonary fibrosis (IPF) and corona virus disease 2019 (COVID-19) were investigated with scRNA-seq. IPF is a chronic interstitial lung disease characterized by the progressive scarring of the lung parenchyma. Previous studies that surveyed the cellular landscape of IPF lungs utilized explant lungs that reflect end-stage fibrosis. To uncover disease mechanisms of airway cell types in early-stage fibrosis, air-liquid interface (ALI) cultures of primary cells taken from newly diagnosed IPF patients were used. This identified proinflammatory epithelial cells, profibrotic basal cells, and primed fibroblasts as early-stage drivers of IPF. Treatment with antifibrotic compounds nintedanib, pirfenidone, and saracatinib fail to completely ameliorate the identified signatures. With the emergence of the COVID-19 pandemic and its extensive public health burden, it was imperative to understand the molecular mechanisms of viral entry and disease pathology to identify potential risk factors and therapeutic targets. In the early stages of the pandemic, viral entry factors ACE2, TMPRSS2, and FURIN were found to be expressed by a transient secretory cell type (differentiating from secretory to ciliated cell) of the airway mucosa and by alveolar type 2 cells of the alveolar epithelium. With further investigation of severe COVID-19, the early-stage of COVID-19 infection characterized itself with a hyperactivated immune response mediated by proinflammatory macrophages. On the other hand, late-stage COVID-19, especially those with acute respiratory distress syndrome (ARDS), was characterized by an accumulation of profibrotic macrophages and activated myofibroblasts that drove pulmonary scarring and fibrosis. Although IPF and COVID-19 are different diseases by their own right, they share a commonality in aberrant wound healing responses. Both diseases are characterized by tissue inflammation that is followed by a profibrotic phase. Unlike in IPF where the tissue remodeling is progressive and chronic, COVID-19 ARDS-associated fibrosis undergoes a resolution phase. Future studies comparing the cellular and transcriptional landscape of both conditions in early and late stages of disease will uncover pathogenic mechanisms and therapeutic targets of lung fibrosis. The application of high-resolution transcriptomic profiling techniques such as scRNA-seq permits the interrogation of individual cell types and their direct contribution to the development of diseases. Moreover, it allows the comparison and transfer of identified pathomechanisms across different pulmonary diseases and, in doing so, provides deeper and generalizable insights. As this field continues to evolve, it will undoubtedly continue to provide a deeper understanding of respiratory diseases.Das respiratorische System setzt sich aus verschiedenen Geweben und ihren zugrundeliegenden Zelltypen zusammen, die gemeinsam Luftaufnahme und Gasaustausch gewährleisten. Mit dem Aufkommen der Einzelzell-RNA-Sequenzierung (scRNA-seq) ist es nun möglich, die Funktion jeder einzelnen Zelle in homöostatischen und kranken Zuständen umfassend zu untersuchen. In dieser Dissertation wurden verschiedene Rollen von Epithel-, Mesenchymal- und Immunzelltypen des Atmungssystems bei idiopathischer Lungenfibrose (IPF) und der Coronavirus-Krankheit-2019 (COVID-19) mit scRNA-seq untersucht. IPF ist eine chronische interstitielle Lungenerkrankung, die durch eine fortschreitende Vernarbung des Lungenparenchyms gekennzeichnet ist. Frühere Studien, die die Zellkomposition von IPF-Lungen untersuchten, verwendeten Lungenexplantate, die das Endstadium der Fibrose widerspiegeln. Um Krankheitsmechanismen von Atemwegszelltypen im Frühstadium der Fibrose aufzudecken, wurden Air-Liquid-Interface (ALI)-Kulturen von primären Zellen verwendet, die frisch diagnostizierten IPF-Patienten entnommen wurden. Dabei wurden proinflammatorische Epithelzellen, profibrotische Basalzellen und aktivierte Fibroblasten als treibende Kräfte im Frühstadium der IPF identifiziert. Die Behandlung mit den antifibrotischen Wirkstoffen Nintedanib, Pirfenidon und Saracatinib führte nicht zu einer vollständigen Verbesserung der identifizierten Signaturen. Mit dem Beginn der COVID-19-Pandemie und ihrer großen Belastung für die öffentliche Gesundheit war es unerlässlich, die molekularen Mechanismen des Viruseintritts und der Krankheitspathologie zu verstehen, um potenzielle Risikofaktoren und therapeutische Ansätze zu identifizieren. In den frühen Stadien der Pandemie wurde festgestellt, dass die viralen Eintrittsfaktoren ACE2, TMPRSS2 und FURIN von einem vorübergehenden sekretorischen Zelltyp (der sich von sekretorischen zu ziliierten Zellen differenziert) der Atemwegsschleimhaut und von Typ-2 -Pneumozyten des Alveolarepithels exprimiert werden. Bei der weiteren Untersuchung von schweren COVID-19 Verläufen zeigte sich, dass das Frühstadium der COVID-19-Infektion durch eine hyperaktivierte Immunantwort charakterisiert ist, die durch proinflammatorische Makrophagen vermittelt wird. Andererseits war das Spätstadium der COVID-19-Infektion, insbesondere bei Patienten mit akutem Atemnotsyndrom (ARDS), durch eine Anhäufung von profibrotischen Makrophagen und aktivierten Myofibroblasten gekennzeichnet, die die pulmonale Narbenbildung und Fibrose vorantrieben. Obwohl es sich bei IPF und COVID-19 um unterschiedliche Krankheiten handelt, ähneln sie sich in ihrer gestörten Wundheilung. Beide Krankheiten sindS durch eine Gewebeentzündung gekennzeichnet, auf die eine profibrotische Phase folgt. Im Gegensatz zur IPF, bei der die Gewebeveränderung fortschreitend und chronisch ist, durchläuft die COVID-19 ARDS-assoziierte Fibrose eine Reparationsphase. Zukünftige Studien, die die zelluläre und transkriptionelle Landschaft beider Erkrankungen in frühen und späten Stadien vergleichen, werden pathogene Mechanismen und therapeutische Ansätze der Lungenfibrose aufdecken können. Die Anwendung hochauflösender transkriptomischer Sequenzierung wie scRNA-seq ermöglicht die Untersuchung einzelner Zelltypen und ihren Beitrag zur Entstehung von Krankheiten. Darüber hinaus ermöglicht sie den Vergleich und die Übertragbarkeit identifizierter Pathomechanismen über verschiedene Lungenkrankheiten hinweg und liefert so tiefere und generalisierbare Erkenntnisse. Da sich dieses Feld stetig weiter entwickelt, wird es zweifellos auch weiterhin zu einem tieferen Verständnis von Atemwegserkrankungen beitragen

    Divergence history of the Rufous-tailed Tailorbird (Orthotomus sericeus) of Sundaland: Implications for the biogeography of Palawan and the taxonomy of island species in general

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    The Rufous-tailed Tailorbird (Orthotomus sericeus)—a Sunda endemic—is divided into 3 morphologically based subspecies: one in western Sundaland (Malay Peninsula, Sumatra, and associated islands), one from the Natuna Islands in the South China Sea, and one on Borneo, Palawan, and smaller islands of the Sunda continental shelf east of Borneo. Previous study, however, suggested that these subspecies do not conform to molecular genetic subdivisions of the species. We reexamined the morphology and performed molecular phylogeographic and multi-locus coalescent analysis of two subspecies of Rufous-tailed Tailorbird comprising populations on the Malay Peninsula, Sumatra, Borneo, and Palawan. We found (1) little morphological difference among the two subspecies, (2) no substantial genetic differences between the Borneo and western Sunda populations, but (3) marked genetic divergence between the Palawan and other populations. We conclude that the Bornean and western Sunda populations interbred extensively during Quaternary glacio-eustatic land connections, whereas the Bornean and Palawan populations did not. Unlike the other Greater Sunda Islands, Palawan has not been attached by a land bridge to the rest of Sundaland for at least one million years, and its relative isolation has prevented extensive intermixing between Palawan's and other Sunda populations. Thus, the Palawan population appears to be on its own evolutionary trajectory. The ability to demonstrate extensive interbreeding among some Sunda island populations, but not others, illustrates the practicality of testing Gill's (2014) “null hypothesis” that morphologically distinct populations on different islands are different species unless a compelling argument can be made to the contrary. In this case, Rufous-tailed Tailorbird morphology provided little or misleading evidence of the extent of interbreeding, whereas modern genetic analysis provided a clear view

    A Dynamic Model for the Forward Curve

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    This paper develops and estimates a dynamic arbitrage-free model that models the current forward curve as the sum of (i) an unconditional component, (ii) a maturity-specific component and (iii) a date-specific component. The model combines features of the Preferred Habitat model, the Expectations Hypothesis and affine yield curve models. We show how to construct alternative parametric examples of the three components from a sum of exponential functions, verify that the resulting forward curves satisfy the Heath-Jarrow-Morton conditions, and derive the risk-neutral dynamics for the purpose of pricing interest rate derivatives. We select a model from alternative affine examples that are fitted to the Fama-Bliss Treasury data over an initial training period and use it to generate out-of-sample forecasts for forward rates and yields. For forecast horizons of 6-months or longer, the forecasts of this model significantly outperform forecasts from common benchmark models

    New, Efficient and Clean Strategies to Explore CP Violation Through Neutral B Decays

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    We point out that decays of the kind BdD±KS(L)B_d\to D_\pm K_{S(L)} and BsD±η(),D±ϕ,...B_s\to D_\pm\eta^{(')},D_\pm\phi, ..., where D+D_+ and DD_- denote the CP-even and CP-odd eigenstates of the neutral D-meson system, respectively, provide very efficient, theoretically clean determinations of the angle γ\gamma of the unitarity triangle. In this new strategy, we use the Bq0B^0_q--Bq0ˉ\bar{B^0_q} (q{d,s}q\in\{d,s\}) mixing phase ϕq\phi_q as an input, and employ only ``untagged'' and mixing-induced CP-violating observables, which satisfy a very simple relation, allowing us to determine tanγ\tan\gamma. Using a plausible dynamical assumption, γ\gamma can be fixed in an essentially unambiguous manner. The corresponding formalism can also be applied to BdD±π0,D±ρ0,>...B_d\to D_\pm\pi^0,D_\pm\rho^0, >... and BsD±KS(L)B_s\to D_\pm K_{S(L)} decays. Although these modes appear less attractive for the extraction of γ\gamma, they provide interesting determinations of sinϕq\sin\phi_q. In comparison with the conventional BdJ/ψKS(L)B_d\to J/\psi K_{S(L)} and BsJ/ψϕB_s\to J/\psi\phi methods, these extractions do not suffer from any penguin uncertainties, and are theoretically cleaner by one order of magnitude.Comment: 14 pages, no figures, sign error in factorization prediction for cos(delta) corrected and numerical examples modified accordingly, conclusions unchange

    Antibody Toolkit to Investigate eEF1A Methylation Dynamics in mRNA Translation Elongation

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    Protein synthesis is a fundamental step in gene expression, with modulation of mRNA translation at the elongation step emerging as an important regulatory node in shaping cellular proteomes. In this context, five distinct lysine methylation events on eukaryotic elongation factor 1A (eEF1A), a fundamental nonribosomal elongation factor, are proposed to influence mRNA translation elongation dynamics. However, a lack of affinity tools has hindered progress in fully understanding how eEF1A lysine methylation impacts protein synthesis. Here we develop and characterize a suite of selective antibodies to investigate eEF1A methylation and provide evidence that methylation levels decline in aged tissue. Determination of the methyl state and stoichiometry on eEF1A in various cell lines by mass spectrometry shows modest cell-to-cell variability. We also find by Western blot analysis that knockdown of individual eEF1A-specific lysine methyltransferases leads to depletion of the cognate lysine methylation event and indicates active crosstalk between different sites. Further, we find that the antibodies are specific in immunohistochemistry applications. Finally, application of the antibody toolkit suggests that several eEF1A methylation events decrease in aged muscle tissue. Together, our study provides a roadmap for leveraging methyl state and sequence-selective antibody reagents to accelerate discovery of eEF1A methylation-related functions and suggests a role for eEF1A methylation, via protein synthesis regulation, in aging biology

    The complement system and human autoimmune diseases

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    Genetic deficiencies of early components of the classical complement activation pathway (especially C1q, r, s, and C4) are the strongest monogenic causal factors for the prototypic autoimmune disease systemic lupus erythematosus (SLE), but their prevalence is extremely rare. In contrast, isotype genetic deficiency of C4A and acquired deficiency of C1q by autoantibodies are frequent among patients with SLE. Here we review the genetic basis of complement deficiencies in autoimmune disease, discuss the complex genetic diversity seen in complement C4 and its association with autoimmune disease, provide guidance as to when clinicians should suspect and test for complement deficiencies, and outline the current understanding of the mechanisms relating complement deficiencies to autoimmunity. We focus primarily on SLE, as the role of complement in SLE is well-established, but will also discuss other informative diseases such as inflammatory arthritis and myositis

    High-finesse Fabry-Perot cavities with bidimensional Si3_3N4_4 photonic-crystal slabs

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    Light scattering by a two-dimensional photonic crystal slab (PCS) can result in dramatic interference effects associated with Fano resonances. Such devices offer appealing alternatives to distributed Bragg reflectors or filters for various applications such as optical wavelength and polarization filters, reflectors, semiconductor lasers, photodetectors, bio-sensors, or non-linear optical components. Suspended PCSs also find natural applications in the field of optomechanics, where the mechanical modes of a suspended slab interact via radiation pressure with the optical field of a high finesse cavity. The reflectivity and transmission properties of a defect-free suspended PCS around normal incidence can be used to couple out-of-plane mechanical modes to an optical field by integrating it in a free space cavity. Here, we demonstrate the successful implementation of a PCS reflector on a high-tensile stress Si3_3N4_4 nanomembrane. We illustrate the physical process underlying the high reflectivity by measuring the photonic crystal band diagram. Moreover, we introduce a clear theoretical description of the membrane scattering properties in the presence of optical losses. By embedding the PCS inside a high-finesse cavity, we fully characterize its optical properties. The spectrally, angular, and polarization resolved measurements demonstrate the wide tunability of the membrane's reflectivity, from nearly 0 to 99.9470~±\pm 0.0025 \%, and show that material absorption is not the main source of optical loss. Moreover, the cavity storage time demonstrated in this work exceeds the mechanical period of low-order mechanical drum modes. This so-called resolved sideband condition is a prerequisite to achieve quantum control of the mechanical resonator with light
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