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1.
Proc Natl Acad Sci U S A ; 120(44): e2311946120, 2023 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-37871215

RESUMO

The T-box transcription factor Eomesodermin (Eomes), also known as Tbr2, plays essential roles in the early mouse embryo. Loss-of-function mutant embryos arrest at implantation due to Eomes requirements in the trophectoderm cell lineage. Slightly later, expression in the visceral endoderm promotes anterior visceral endoderm formation and anterior-posterior axis specification. Early induction in the epiblast beginning at day 6 is necessary for nascent mesoderm to undergo epithelial to mesenchymal transition (EMT). Eomes acts in a temporally and spatially restricted manner to sequentially specify the yolk sac haemogenic endothelium, cardiac mesoderm, definitive endoderm, and axial mesoderm progenitors during gastrulation. Little is known about the underlying molecular mechanisms governing Eomes actions during the formation of these distinct progenitor cell populations. Here, we introduced a degron-tag and mCherry reporter sequence into the Eomes locus. Our experiments analyzing homozygously tagged embryonic stem cells and embryos demonstrate that the degron-tagged Eomes protein is fully functional. dTAG (degradation fusion tag) treatment in vitro results in rapid protein degradation and recapitulates the Eomes-null phenotype. However in utero administration of dTAG resulted in variable and lineage-specific degradation, likely reflecting diverse cell type-specific Eomes expression dynamics. Finally, we demonstrate that Eomes protein rapidly recovers following dTAG wash-out in vitro. The ability to temporally manipulate Eomes protein expression in combination with cell marking by the mCherry-reporter offers a powerful tool for dissecting Eomes-dependent functional roles in these diverse cell types in the early embryo.


Assuntos
Transição Epitelial-Mesenquimal , Proteínas com Domínio T , Camundongos , Animais , Proteínas com Domínio T/genética , Proteínas com Domínio T/metabolismo , Camadas Germinativas/metabolismo , Embrião de Mamíferos/metabolismo , Mesoderma/metabolismo , Endoderma/metabolismo , Regulação da Expressão Gênica no Desenvolvimento
2.
Environ Microbiol ; 26(4): e16625, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38653479

RESUMO

Diatoms can survive long periods in dark, anoxic sediments by forming resting spores or resting cells. These have been considered dormant until recently when resting cells of Skeletonema marinoi were shown to assimilate nitrate and ammonium from the ambient environment in dark, anoxic conditions. Here, we show that resting cells of S. marinoi can also perform dissimilatory nitrate reduction to ammonium (DNRA), in dark, anoxic conditions. Transmission electron microscope analyses showed that chloroplasts were compacted, and few large mitochondria had visible cristae within resting cells. Using secondary ion mass spectrometry and isotope ratio mass spectrometry combined with stable isotopic tracers, we measured assimilatory and dissimilatory processes carried out by resting cells of S. marinoi under dark, anoxic conditions. Nitrate was both respired by DNRA and assimilated into biomass by resting cells. Cells assimilated nitrogen from urea and carbon from acetate, both of which are sources of dissolved organic matter produced in sediments. Carbon and nitrogen assimilation rates corresponded to turnover rates of cellular carbon and nitrogen content ranging between 469 and 10,000 years. Hence, diatom resting cells can sustain their cells in dark, anoxic sediments by slowly assimilating and respiring substrates from the ambient environment.


Assuntos
Compostos de Amônio , Diatomáceas , Nitratos , Oxirredução , Nitratos/metabolismo , Compostos de Amônio/metabolismo , Diatomáceas/metabolismo , Anaerobiose , Escuridão , Compostos Orgânicos/metabolismo , Espectrometria de Massa de Íon Secundário , Sedimentos Geológicos/microbiologia , Carbono/metabolismo , Nitrogênio/metabolismo
3.
Med J Aust ; 220(8): 428-434, 2024 May 06.
Artigo em Inglês | MEDLINE | ID: mdl-38571440

RESUMO

Cardiovascular disease (CVD) is the leading cause of morbidity and mortality globally and is responsible for an estimated one-third of deaths as well as significant morbidity and health care utilisation. Technological and bioinformatic advances have facilitated the discovery of pathogenic germline variants for some specific CVDs, including familial hypercholesterolaemia, cardiomyopathies and arrhythmic syndromes. Use of these genetic tests for earlier disease identification is increasing due, in part, to decreasing costs, Medicare rebates, and consumer comfort with genetic testing. However, CVDs that occur more commonly, including coronary artery disease and atrial fibrillation, do not display monogenic inheritance patterns. Genetically, these diseases have generally been associated with many genetic variants each with a small effect size. This complexity can be expressed mathematically as a polygenic risk score. Genetic testing kits that provide polygenic risk scoring are becoming increasingly available directly to private-paying consumers outside the traditional clinical setting. An improved understanding of the evidence of genetics in CVD will offer clinicians new opportunities for individualised risk prediction and preventive therapy.


Assuntos
Doenças Cardiovasculares , Predisposição Genética para Doença , Testes Genéticos , Humanos , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/genética , Testes Genéticos/métodos , Medição de Risco/métodos
4.
Nature ; 555(7697): 463-468, 2018 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-29539633

RESUMO

Large-scale phenotyping efforts have demonstrated that approximately 25-30% of mouse gene knockouts cause intrauterine lethality. Analysis of these mutants has largely focused on the embryo and not the placenta, despite the crucial role of this extraembryonic organ for developmental progression. Here we screened 103 embryonic lethal and sub-viable mouse knockout lines from the Deciphering the Mechanisms of Developmental Disorders program for placental phenotypes. We found that 68% of knockout lines that are lethal at or after mid-gestation exhibited placental dysmorphologies. Early lethality (embryonic days 9.5-14.5) is almost always associated with severe placental malformations. Placental defects correlate strongly with abnormal brain, heart and vascular development. Analysis of mutant trophoblast stem cells and conditional knockouts suggests that a considerable number of factors that cause embryonic lethality when ablated have primary gene function in trophoblast cells. Our data highlight the hugely under-appreciated importance of placental defects in contributing to abnormal embryo development and suggest key molecular nodes that govern placenta formation.


Assuntos
Perda do Embrião/genética , Perda do Embrião/patologia , Mutação , Placenta/patologia , Placentação/genética , Animais , Feminino , Camundongos , Camundongos Knockout , Gravidez , Células-Tronco/metabolismo , Células-Tronco/patologia , Trofoblastos/metabolismo , Trofoblastos/patologia
5.
Differentiation ; 130: 28-31, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36543010

RESUMO

The International Society of Differentiation was born from the First International Conference on Cell Differentiation conceived by D.V. and held in Nice, France in 1971. The conference also resulted in the creation of the journal of the Society named Differentiation. The Society advocates for the field of differentiation through the journal Differentiation, organizing and supporting international scientific conferences, honoring scientific achievements, and supporting trainees.


Assuntos
Diferenciação Celular , Sociedades Científicas , Sociedades Científicas/história
6.
Prev Sci ; 25(2): 209-212, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38265554

RESUMO

For decades, human ecosystem disruptions (HEDs), including pandemics, natural disasters, and socio-economic crises, have shaped national and international responses affecting everyday life. These disruptions present challenges and opportunities for prevention science to address emerging behavioral and mental health research questions, intervention strategies, methodologies, analyses, and research collaboration. This paper introduces a special issue that aims to document examples of how prevention science research teams had (1) globally improved health and well-being through swift, scientifically based responses during HED events and (2) advanced our understanding of the conduct and outcomes of prevention intervention research during crises such as pandemics, natural disasters, and socio-economic crises. The issue presents six research studies conducted in over ten different countries (e.g., Australia, Mexico, China). This issue includes original empirical and descriptive work that addressed HED implications for preventive interventions at within-country and cross-national levels. The findings hold potential applications for responses during current and future pandemics and natural disasters. Participants reflected on methodological and contextual considerations during HEDs, such as navigating travel restrictions, adapting ongoing research efforts to accommodate scientific learning during disruptions, and assessing the impact of policies redistributing preventive resources during and after a HED.


Assuntos
Ecossistema , Pandemias , Humanos , Pandemias/prevenção & controle , Saúde Mental , Pesquisa sobre Serviços de Saúde , Austrália
7.
Br J Haematol ; 202(4): 796-800, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37357380

RESUMO

Management of classical Hodgkin lymphoma in older patients is challenging due to poor tolerance of the chemotherapy regimens used in younger patients. We modified the BEACOPP regimen (bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine and prednisolone), whereby bleomycin and etoposide were removed and cyclophosphamide dose was reduced, for older patients with co-morbidities. Here we present data from the first 41 patients treated with 'ACOPP' across 3 centres, demonstrating that it can be delivered, with a favourable toxicity profile (TRM 2%) and promising efficacy (2-year PFS and OS, 73% (95% CI: 52-94) and 93% (95% CI: 80-100) respectively).


Assuntos
Doença de Hodgkin , Humanos , Idoso , Doença de Hodgkin/patologia , Vincristina/efeitos adversos , Estudos Retrospectivos , Procarbazina/efeitos adversos , Etoposídeo/efeitos adversos , Ciclofosfamida/efeitos adversos , Doxorrubicina/efeitos adversos , Bleomicina/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Prednisona/efeitos adversos
8.
Opt Express ; 31(6): 10150-10158, 2023 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-37157569

RESUMO

The ability to store large amounts of photonic quantum states is regarded as substantial for future optical quantum computation and communication technologies. However, research for multiplexed quantum memories has been focused on systems that show good performance only after an elaborate preparation of the storage media. This makes it generally more difficult to apply outside a laboratory environment. In this work, we demonstrate a multiplexed random-access memory to store up to four optical pulses using electromagnetically induced transparency in warm cesium vapor. Using a Λ-System on the hyperfine transitions of the Cs D1 line, we achieve a mean internal storage efficiency of 36% and a 1/e lifetime of 3.2 µs. In combination with future improvements, this work facilitates the implementation of multiplexed memories in future quantum communication and computation infrastructures.

9.
Opt Express ; 31(10): 16451-16459, 2023 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-37157723

RESUMO

Due to their high degree of parallelism, fast processing speeds and low power consumption, analog optical functional elements offer interesting routes for realizing neuromorphic computer hardware. For instance, convolutional neural networks lend themselves to analog optical implementations by exploiting the Fourier-transform characteristics of suitable designed optical setups. However, the efficient implementation of optical nonlinearities for such neural networks still represents challenges. In this work, we report on the realization and characterization of a three-layer optical convolutional neural network where the linear part is based on a 4f-imaging system and the optical nonlinearity is realized via the absorption profile of a cesium atomic vapor cell. This system classifies the handwritten digital dataset MNIST with 83.96% accuracy, which agrees well with corresponding simulations. Our results thus demonstrate the viability of utilizing atomic nonlinearities in neural network architectures with low power consumption.

10.
BMC Psychiatry ; 23(1): 303, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-37127606

RESUMO

BACKGROUND: The Lothian Birth Cohort 1936 (LBC1936) is a longitudinal study of ageing with well-characterised assessments, but until now, it has relied on self-report or proxies for dementia such as cognitive tests. Our aims were twofold: a) to describe a framework for identifying dementia in a cohort study. b) to report the age-specific incidence and prevalence of all-cause dementia and dementia subtypes in 865 individuals in the LBC1936. METHODS: Electronic Health Records (EHR) of all participants were reviewed, and relevant information was extracted to form case vignettes for everyone with any record of cognitive dysfunction. The EHR data sources include hospital and clinic letters, general practitioner and hospital referrals, prescribed medications, imaging and laboratory results. Death certificate data were obtained separately. Clinician assessments were performed when there was concern about a participant's cognition. A diagnosis of probable dementia, possible dementia, or no dementia was agreed upon by a consensus diagnostic review board, comprised of a multidisciplinary team of clinical dementia experts who reviewed case vignettes and clinician assessment letters. For those with probable dementia, a subtype was also determined, where possible. We compared the agreement between our newly ascertained dementia diagnoses with the existing self-reported dementia diagnoses. RESULTS: Self-reported dementia diagnoses were positive in only 17.8% of ascertained dementia diagnoses. The EHR review identified 163/865 (18.8%) individuals as having cognitive dysfunction. At the consensus diagnostic review board, 118/163 were diagnosed with probable all-cause dementia, a prevalence of 13.6%. Age-specific dementia prevalence increased with age from 0.8% (65-74.9 years) to 9.93% (85-89.9 years). Prevalence rates for women were higher in nearly all age groups. The most common subtype was dementia due to Alzheimer disease (49.2%), followed by mixed Alzheimer and cerebrovascular disease (17.0%), dementia of unknown or unspecified cause (16.1%), and dementia due to vascular disease (8.5%). CONCLUSIONS: We present a robust systematic framework and guide for other cohort teams wanting to ascertain dementia diagnoses. The newly ascertained dementia diagnosis provides vital data for further analyses of LBC1936 to allow exploration of lifecourse predictors of dementia.


Assuntos
Coorte de Nascimento , Disfunção Cognitiva , Humanos , Feminino , Idoso , Estudos de Coortes , Estudos Longitudinais , Armazenamento e Recuperação da Informação
11.
Genes Dev ; 29(20): 2108-22, 2015 Oct 15.
Artigo em Inglês | MEDLINE | ID: mdl-26494787

RESUMO

Gene regulatory networks controlling functional activities of spatially and temporally distinct endodermal cell populations in the early mouse embryo remain ill defined. The T-box transcription factor Eomes, acting downstream from Nodal/Smad signals, directly activates the LIM domain homeobox transcription factor Lhx1 in the visceral endoderm. Here we demonstrate Smad4/Eomes-dependent Lhx1 expression in the epiblast marks the entire definitive endoderm lineage, the anterior mesendoderm, and midline progenitors. Conditional inactivation of Lhx1 disrupts anterior definitive endoderm development and impedes node and midline morphogenesis in part due to severe disturbances in visceral endoderm displacement. Transcriptional profiling and ChIP-seq (chromatin immunoprecipitation [ChIP] followed by high-throughput sequencing) experiments identified Lhx1 target genes, including numerous anterior definitive endoderm markers and components of the Wnt signaling pathway. Interestingly, Lhx1-binding sites were enriched at enhancers, including the Nodal-proximal epiblast enhancer element and enhancer regions controlling Otx2 and Foxa2 expression. Moreover, in proteomic experiments, we characterized a complex comprised of Lhx1, Otx2, and Foxa2 as well as the chromatin-looping protein Ldb1. These partnerships cooperatively regulate development of the anterior mesendoderm, node, and midline cell populations responsible for establishment of the left-right body axis and head formation.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Desenvolvimento Embrionário/genética , Regulação da Expressão Gênica no Desenvolvimento , Camadas Germinativas/embriologia , Proteínas de Ligação a DNA/genética , Embrião de Mamíferos , Elementos Facilitadores Genéticos/fisiologia , Deleção de Genes , Perfilação da Expressão Gênica , Camadas Germinativas/metabolismo , Fator 3-beta Nuclear de Hepatócito/metabolismo , Proteínas com Domínio LIM/metabolismo , Proteínas com Homeodomínio LIM/genética , Proteínas com Homeodomínio LIM/metabolismo , Complexos Multiproteicos/genética , Complexos Multiproteicos/metabolismo , Fatores de Transcrição Otx/metabolismo , Ligação Proteica , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Via de Sinalização Wnt
12.
Int J Mol Sci ; 24(2)2023 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-36675309

RESUMO

Thoracic aortic disease affects people of all ages and the majority of those aged <60 years have an underlying genetic cause. There is presently no effective medical therapy for thoracic aneurysm and surgery remains the principal intervention. Unlike abdominal aortic aneurysm, for which the inflammatory/atherosclerotic pathogenesis is well established, the mechanism of thoracic aneurysm is less understood. This paper examines the key cell signaling systems responsible for the growth and development of the aorta, homeostasis of endothelial and vascular smooth muscle cells and interactions between pathways. The evidence supporting a role for individual signaling pathways in pathogenesis of thoracic aortic aneurysm is examined and potential novel therapeutic approaches are reviewed. Several key signaling pathways, notably TGF-ß, WNT, NOTCH, PI3K/AKT and ANGII contribute to growth, proliferation, cell phenotype and survival for both vascular smooth muscle and endothelial cells. There is crosstalk between pathways, and between vascular smooth muscle and endothelial cells, with both synergistic and antagonistic interactions. A common feature of the activation of each is response to injury or abnormal cell stress. Considerable experimental evidence supports a contribution of each of these pathways to aneurysm formation. Although human information is less, there is sufficient data to implicate each pathway in the pathogenesis of human thoracic aneurysm. As some pathways i.e., WNT and NOTCH, play key roles in tissue growth and organogenesis in early life, it is possible that dysregulation of these pathways results in an abnormal aortic architecture even in infancy, thereby setting the stage for aneurysm development in later life. Given the fine tuning of these signaling systems, functional polymorphisms in key signaling elements may set up a future risk of thoracic aneurysm. Multiple novel therapeutic agents have been developed, targeting cell signaling pathways, predominantly in cancer medicine. Future investigations addressing cell specific targeting, reduced toxicity and also less intense treatment effects may hold promise for effective new medical treatments of thoracic aortic aneurysm.


Assuntos
Aneurisma da Aorta Abdominal , Aneurisma da Aorta Torácica , Humanos , Células Endoteliais/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Transdução de Sinais/genética , Aneurisma da Aorta Torácica/genética , Aneurisma da Aorta Torácica/terapia , Aneurisma da Aorta Abdominal/genética , Aneurisma da Aorta Abdominal/terapia , Miócitos de Músculo Liso/metabolismo
13.
Diabet Med ; 39(7): e14795, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35064591

RESUMO

AIMS: To identify key research questions where answers could improve care for older people living with diabetes (PLWD), and provide detailed recommendations for researchers and research funders on how best to address them. METHODS: A series of online research workshops were conducted, bringing together a range of PLWD and an acknowledged group of academic and clinical experts in their diabetes care to identify areas for future research. Throughout the pre-workshop phase, during each workshop, and in manuscript preparation and editing, PLWD played an active and dynamic role in discussions as part of both an iterative and narrative process. RESULTS: The following key questions in this field were identified, and research recommendations for each were developed: How can we improve our understanding of the characteristics of older people living with diabetes (PLWD) and their outcomes, and can this deliver better person-centred care? How are services to care for older PLWD currently delivered, both for their diabetes and other conditions? How can we optimise and streamline the process and ensure everyone gets the best care, tailored to their individual needs? What tools might be used to evaluate the level of understanding of diabetes in the older population amongst non-specialist Healthcare Professionals (HCPs)? How can virtual experts or centres most effectively provide access to specialist multi-disciplinary team (MDT) expertise for older PLWD and the HCPs caring for them? Is a combination of exercise and a nutrition-dense, high protein diet effective in the prevention of the adverse effects of type 2 diabetes and deterioration in frailty, and how might this be delivered in a way which is acceptable to people with type 2 diabetes? How might we best use continuous glucose monitoring (CGM) in older people and, for those who require support, how should the data be shared? How can older PLWD be better empowered to manage their diabetes in their own home, particularly when living with additional long-term conditions? What are the benefits of models of peer support for older PLWD, both when living independently and when in care? CONCLUSIONS: This paper outlines recommendations supported by PLWD through which new research could improve their diabetes care and calls on the research community and funders to address them in future research programmes and strategies.


Assuntos
Demência , Diabetes Mellitus Tipo 2 , Envelhecimento Saudável , Idoso , Glicemia , Automonitorização da Glicemia , Demência/epidemiologia , Diabetes Mellitus Tipo 2/terapia , Humanos
14.
Diabet Med ; 38(11): e14647, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34270822

RESUMO

AIMS: To identify key gaps in the research evidence base that could help improve how technology supports people with diabetes, and provide recommendations to researchers and research funders on how best to address them. METHODS: A research workshop was conducted, bringing together research experts in diabetes, research experts in technology, people living with diabetes and healthcare professionals. RESULTS: The following key areas within this field were identified, and research recommendations for each were developed: Matching the pace of research with that of technology development Time in range as a measure Health inequalities and high-risk groups How to train people to use technology most effectively Impact of technology usage on mental health CONCLUSIONS: This position statement outlines recommendations through which research could improve how technology is employed to care for and support people living with diabetes, and calls on the research community and funders to address them in future research programmes and strategies.


Assuntos
Diabetes Mellitus Tipo 1/terapia , Guias como Assunto , Saúde Mental , Tecnologia/organização & administração , Diabetes Mellitus Tipo 1/epidemiologia , Humanos , Morbidade/tendências , Estudos Retrospectivos , Reino Unido/epidemiologia
15.
Nat Rev Mol Cell Biol ; 10(2): 91-103, 2009 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19129791

RESUMO

Genetic studies have identified the key signalling pathways and developmentally regulated transcription factors that govern cell lineage allocation and axis patterning in the early mammalian embryo. Recent advances have uncovered details of the molecular circuits that tightly control cell growth and differentiation in the mammalian embryo from the blastocyst stage, through the establishment of initial anterior-posterior polarity, to gastrulation, when the germ cells are set aside and the three primary germ layers are specified. Relevant studies in lower vertebrates indicate the conservation and divergence of regulatory mechanisms for cell lineage allocation and axis patterning.


Assuntos
Padronização Corporal/fisiologia , Linhagem da Célula , Embrião de Mamíferos , Animais , Proteínas Morfogenéticas Ósseas/genética , Proteínas Morfogenéticas Ósseas/metabolismo , Proteínas de Ligação a DNA , Embrião de Mamíferos/anatomia & histologia , Embrião de Mamíferos/fisiologia , Gastrulação , Camundongos , Morfogênese , Fator 1 de Ligação ao Domínio I Regulador Positivo , Proteínas de Ligação a RNA , Transdução de Sinais/fisiologia , Proteínas Smad/metabolismo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
16.
Genes Dev ; 27(9): 997-1002, 2013 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-23651855

RESUMO

Reciprocal inductive interactions between the embryonic and extraembryonic tissues establish the anterior-posterior (AP) axis of the early mouse embryo. The anterior visceral endoderm (AVE) signaling center emerges at the distal tip of the embryo at embryonic day 5.5 and translocates to the prospective anterior side of the embryo. The process of AVE induction and migration are poorly understood. Here we demonstrate that the T-box gene Eomesodermin (Eomes) plays an essential role in AVE recruitment, in part by directly activating the homeobox transcription factor Lhx1. Thus, Eomes function in the visceral endoderm (VE) initiates an instructive transcriptional program controlling AP identity.


Assuntos
Endoderma/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Proteínas com Domínio T/metabolismo , Animais , Padronização Corporal/genética , Linhagem Celular , Embrião de Mamíferos , Proteínas com Homeodomínio LIM/genética , Proteínas com Homeodomínio LIM/metabolismo , Camundongos , Mutação , Proteínas com Domínio T/genética , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
17.
Entropy (Basel) ; 23(12)2021 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-34945866

RESUMO

Reservoir computing is a machine learning method that solves tasks using the response of a dynamical system to a certain input. As the training scheme only involves optimising the weights of the responses of the dynamical system, this method is particularly suited for hardware implementation. Furthermore, the inherent memory of dynamical systems which are suitable for use as reservoirs mean that this method has the potential to perform well on time series prediction tasks, as well as other tasks with time dependence. However, reservoir computing still requires extensive task-dependent parameter optimisation in order to achieve good performance. We demonstrate that by including a time-delayed version of the input for various time series prediction tasks, good performance can be achieved with an unoptimised reservoir. Furthermore, we show that by including the appropriate time-delayed input, one unaltered reservoir can perform well on six different time series prediction tasks at a very low computational expense. Our approach is of particular relevance to hardware implemented reservoirs, as one does not necessarily have access to pertinent optimisation parameters in physical systems but the inclusion of an additional input is generally possible.

18.
Development ; 144(7): 1249-1260, 2017 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-28174238

RESUMO

The T-box transcription factor (TF) Eomes is a key regulator of cell fate decisions during early mouse development. The cis-acting regulatory elements that direct expression in the anterior visceral endoderm (AVE), primitive streak (PS) and definitive endoderm (DE) have yet to be defined. Here, we identified three gene-proximal enhancer-like sequences (PSE_a, PSE_b and VPE) that faithfully activate tissue-specific expression in transgenic embryos. However, targeted deletion experiments demonstrate that PSE_a and PSE_b are dispensable, and only VPE is required for optimal Eomes expression in vivo Embryos lacking this enhancer display variably penetrant defects in anterior-posterior axis orientation and DE formation. Chromosome conformation capture experiments reveal VPE-promoter interactions in embryonic stem cells (ESCs), prior to gene activation. The locus resides in a large (500 kb) pre-formed compartment in ESCs and activation during DE differentiation occurs in the absence of 3D structural changes. ATAC-seq analysis reveals that VPE, PSE_a and four additional putative enhancers display increased chromatin accessibility in DE that is associated with Smad2/3 binding coincident with transcriptional activation. By contrast, activation of the Eomes target genes Foxa2 and Lhx1 is associated with higher order chromatin reorganisation. Thus, diverse regulatory mechanisms govern activation of lineage specifying TFs during early development.


Assuntos
Embrião de Mamíferos/metabolismo , Regulação da Expressão Gênica no Desenvolvimento , Sequências Reguladoras de Ácido Nucleico/genética , Proteínas com Domínio T/genética , Animais , Diferenciação Celular/genética , Cromatina/metabolismo , Endoderma/metabolismo , Elementos Facilitadores Genéticos , Feminino , Fatores de Transcrição Forkhead/metabolismo , Gastrulação/genética , Deleção de Genes , Marcação de Genes , Genes Reporter , Genótipo , Camundongos Endogâmicos C57BL , Modelos Biológicos , Proteínas do Grupo Polycomb/metabolismo , Transdução de Sinais/genética , Proteína Smad2/metabolismo , Proteínas com Domínio T/metabolismo
19.
J Phycol ; 56(3): 699-708, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32012281

RESUMO

The planktonic marine diatom Skeletonema marinoi forms resting stages, which can survive for decades buried in aphotic, anoxic sediments and resume growth when re-exposed to light, oxygen, and nutrients. The mechanisms by which they maintain cell viability during dormancy are poorly known. Here, we investigated cell-specific nitrogen (N) and carbon (C) assimilation and survival rate in resting stages of three S. marinoi strains. Resting stages were incubated with stable isotopes of dissolved inorganic N (DIN), in the form of 15 N-ammonium (NH4+ ) or -nitrate (NO3- ) and dissolved inorganic C (DIC) as 13 C-bicarbonate (HCO3- ) under dark and anoxic conditions for 2 months. Particulate C and N concentration remained close to the Redfield ratio (6.6) during the experiment, indicating viable diatoms. However, survival varied between <0.1% and 47.6% among the three different S. marinoi strains, and overall survival was higher when NO3- was available. One strain did not survive in the NH4+ treatment. Using secondary ion mass spectrometry (SIMS), we quantified assimilation of labeled DIC and DIN from the ambient environment within the resting stages. Dark fixation of DIC was insignificant across all strains. Significant assimilation of 15 N-NO3- and 15 N-NH4+ occurred in all S. marinoi strains at rates that would double the nitrogenous biomass over 77-380 years depending on strain and treatment. Hence, resting stages of S. marinoi assimilate N from the ambient environment at slow rates during darkness and anoxia. This activity may explain their well-documented long survival and swift resumption of vegetative growth after dormancy in dark and anoxic sediments.


Assuntos
Diatomáceas , Carbono , Humanos , Hipóxia , Nitratos , Nitrogênio
20.
BMC Pulm Med ; 20(1): 143, 2020 May 19.
Artigo em Inglês | MEDLINE | ID: mdl-32429969

RESUMO

BACKGROUND: Supervised cardio-pulmonary rehabilitation may be safe and beneficial for people with pulmonary hypertension (PH) in groups 1 (pulmonary arterial hypertension) and 4 (chronic thromboembolic disease), particularly as a hospital in-patient. It has not been tested in the most common PH groups; 2 (left heart disease), 3 (lung disease), or 5 (other disorders). Further it has not been evaluated in the UK National Health Service (NHS) out-patient setting, or with long-term follow-up. The aim of this randomised controlled trial (RCT) is to test the clinical and cost-effectiveness of a supervised exercise rehabilitation intervention with psychosocial support compared to best practice usual care for people with PH in the community/outpatient setting. METHODS: This multi-centre, pragmatic, two-arm RCT with embedded process evaluation aims to recruit 352 clinically stable adults with PH (groups 1-5) and WHO functional class II-IV. Participants will be randomised to either the Supervised Pulmonary Hypertension Exercise Rehabilitation (SPHERe) intervention or control. The SPHERe intervention consists of 1) individual assessment and familiarisation sessions; 2) 8-week, twice-weekly, supervised out-patient exercise training; 3) psychosocial/motivational support and education; 4) guided home exercise plan. The control intervention consists of best practice usual care with a single one-to-one practitioner appointment, and general advice on physical activity. Outcomes will be measured at baseline, 4 months (post-intervention) and 12 months by researchers blinded to treatment allocation. The primary outcome is the incremental shuttle walk test at 4 months. Secondary outcomes include health-related quality of life (HRQoL), time to clinical worsening and health and social care use. A purposive sample of participants (n = 20 intervention and n = 20 control) and practitioners (n = 20) will be interviewed to explore experiences of the trial, outcomes and interventions. DISCUSSION: The SPHERe study is the first multi-centre clinical RCT to assess the clinical and cost effectiveness of a supervised exercise rehabilitation intervention compared to usual care, delivered in the UK NHS, for people in all PH groups. Results will inform clinicians and commissioners as to whether or not supervised exercise rehabilitation is effective and should be routinely provided for people with PH. TRIAL REGISTRATION: ISRCTN no. 10608766, prospectively registered on 18th March 2019.


Assuntos
Terapia por Exercício/métodos , Hipertensão Pulmonar/reabilitação , Análise Custo-Benefício , Humanos , Hipertensão Pulmonar/economia , Hipertensão Pulmonar/fisiopatologia , Estudos Multicêntricos como Assunto , Pacientes Ambulatoriais , Qualidade de Vida , Ensaios Clínicos Controlados Aleatórios como Assunto , Medicina Estatal , Reino Unido , Teste de Caminhada
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