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1.
Cell ; 186(2): 287-304.e26, 2023 01 19.
Artigo em Inglês | MEDLINE | ID: mdl-36610399

RESUMO

Whether and how certain transposable elements with viral origins, such as endogenous retroviruses (ERVs) dormant in our genomes, can become awakened and contribute to the aging process is largely unknown. In human senescent cells, we found that HERVK (HML-2), the most recently integrated human ERVs, are unlocked to transcribe viral genes and produce retrovirus-like particles (RVLPs). These HERVK RVLPs constitute a transmissible message to elicit senescence phenotypes in young cells, which can be blocked by neutralizing antibodies. The activation of ERVs was also observed in organs of aged primates and mice as well as in human tissues and serum from the elderly. Their repression alleviates cellular senescence and tissue degeneration and, to some extent, organismal aging. These findings indicate that the resurrection of ERVs is a hallmark and driving force of cellular senescence and tissue aging.


Assuntos
Envelhecimento , Retrovirus Endógenos , Idoso , Animais , Humanos , Camundongos , Envelhecimento/genética , Envelhecimento/patologia , Senescência Celular , Retrovirus Endógenos/genética , Primatas
2.
Cell ; 180(5): 984-1001.e22, 2020 03 05.
Artigo em Inglês | MEDLINE | ID: mdl-32109414

RESUMO

Aging causes a functional decline in tissues throughout the body that may be delayed by caloric restriction (CR). However, the cellular profiles and signatures of aging, as well as those ameliorated by CR, remain unclear. Here, we built comprehensive single-cell and single-nucleus transcriptomic atlases across various rat tissues undergoing aging and CR. CR attenuated aging-related changes in cell type composition, gene expression, and core transcriptional regulatory networks. Immune cells were increased during aging, and CR favorably reversed the aging-disturbed immune ecosystem. Computational prediction revealed that the abnormal cell-cell communication patterns observed during aging, including the excessive proinflammatory ligand-receptor interplay, were reversed by CR. Our work provides multi-tissue single-cell transcriptional landscapes associated with aging and CR in a mammal, enhances our understanding of the robustness of CR as a geroprotective intervention, and uncovers how metabolic intervention can act upon the immune system to modify the process of aging.


Assuntos
Envelhecimento/genética , Restrição Calórica , Sistema Imunitário/metabolismo , Transcriptoma/genética , Envelhecimento/metabolismo , Envelhecimento/patologia , Animais , Reprogramação Celular/genética , Regulação da Expressão Gênica/genética , Redes Reguladoras de Genes/genética , Humanos , Ratos , Análise de Célula Única
3.
Cell ; 180(3): 585-600.e19, 2020 02 06.
Artigo em Inglês | MEDLINE | ID: mdl-32004457

RESUMO

Molecular mechanisms of ovarian aging and female age-related fertility decline remain unclear. We surveyed the single-cell transcriptomic landscape of ovaries from young and aged non-human primates (NHPs) and identified seven ovarian cell types with distinct gene-expression signatures, including oocyte and six types of ovarian somatic cells. In-depth dissection of gene-expression dynamics of oocytes revealed four subtypes at sequential and stepwise developmental stages. Further analysis of cell-type-specific aging-associated transcriptional changes uncovered the disturbance of antioxidant signaling specific to early-stage oocytes and granulosa cells, indicative of oxidative damage as a crucial factor in ovarian functional decline with age. Additionally, inactivated antioxidative pathways, increased reactive oxygen species, and apoptosis were observed in granulosa cells from aged women. This study provides a comprehensive understanding of the cell-type-specific mechanisms underlying primate ovarian aging at single-cell resolution, revealing new diagnostic biomarkers and potential therapeutic targets for age-related human ovarian disorders.


Assuntos
Envelhecimento/genética , Ovário/fisiologia , Análise de Célula Única/métodos , Transcriptoma , Idoso , Animais , Antioxidantes/metabolismo , Apoptose/fisiologia , Atlas como Assunto , Biomarcadores , Linhagem Celular Tumoral , Feminino , Células da Granulosa/metabolismo , Humanos , Macaca fascicularis , Oócitos/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais/fisiologia
4.
Nat Rev Mol Cell Biol ; 21(3): 137-150, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32020082

RESUMO

Ageing is characterized by the functional decline of tissues and organs and the increased risk of ageing-associated disorders. Several 'rejuvenating' interventions have been proposed to delay ageing and the onset of age-associated decline and disease to extend healthspan and lifespan. These interventions include metabolic manipulation, partial reprogramming, heterochronic parabiosis, pharmaceutical administration and senescent cell ablation. As the ageing process is associated with altered epigenetic mechanisms of gene regulation, such as DNA methylation, histone modification and chromatin remodelling, and non-coding RNAs, the manipulation of these mechanisms is central to the effectiveness of age-delaying interventions. This Review discusses the epigenetic changes that occur during ageing and the rapidly increasing knowledge of how these epigenetic mechanisms have an effect on healthspan and lifespan extension, and outlines questions to guide future research on interventions to rejuvenate the epigenome and delay ageing processes.


Assuntos
Envelhecimento/genética , Epigênese Genética/genética , Rejuvenescimento/fisiologia , Animais , Montagem e Desmontagem da Cromatina/genética , Metilação de DNA/genética , Epigenoma/genética , Epigenômica/métodos , Regulação da Expressão Gênica/genética , Código das Histonas/genética , Humanos , Longevidade/genética
5.
Mol Cell ; 84(1): 34-54, 2024 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-37963471

RESUMO

Aging, as a complex process involving multiple cellular and molecular pathways, is known to be exacerbated by various stresses. Because responses to these stresses, such as oxidative stress and genotoxic stress, are known to interplay with the epigenome and thereby contribute to the development of age-related diseases, investigations into how such epigenetic mechanisms alter gene expression and maintenance of cellular homeostasis is an active research area. In this review, we highlight recent studies investigating the intricate relationship between stress and aging, including its underlying epigenetic basis; describe different types of stresses that originate from both internal and external stimuli; and discuss potential interventions aimed at alleviating stress and restoring epigenetic patterns to combat aging or age-related diseases. Additionally, we address the challenges currently limiting advancement in this burgeoning field.


Assuntos
Metilação de DNA , Epigênese Genética , Epigenoma , Estresse Oxidativo
6.
Cell ; 165(6): 1361-1374, 2016 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-27259148

RESUMO

Hutchinson-Gilford progeria syndrome (HGPS) is a rare, invariably fatal premature aging disorder. The disease is caused by constitutive production of progerin, a mutant form of the nuclear architectural protein lamin A, leading, through unknown mechanisms, to diverse morphological, epigenetic, and genomic damage and to mesenchymal stem cell (MSC) attrition in vivo. Using a high-throughput siRNA screen, we identify the NRF2 antioxidant pathway as a driver mechanism in HGPS. Progerin sequesters NRF2 and thereby causes its subnuclear mislocalization, resulting in impaired NRF2 transcriptional activity and consequently increased chronic oxidative stress. Suppressed NRF2 activity or increased oxidative stress is sufficient to recapitulate HGPS aging defects, whereas reactivation of NRF2 activity in HGPS patient cells reverses progerin-associated nuclear aging defects and restores in vivo viability of MSCs in an animal model. These findings identify repression of the NRF2-mediated antioxidative response as a key contributor to the premature aging phenotype.


Assuntos
Senilidade Prematura/metabolismo , Antioxidantes/metabolismo , Fator 2 Relacionado a NF-E2/metabolismo , Progéria/metabolismo , Senilidade Prematura/genética , Linhagem Celular , Sobrevivência Celular , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/metabolismo , Fator 2 Relacionado a NF-E2/genética , Progéria/genética , RNA Interferente Pequeno , Fatores de Transcrição/metabolismo , Transcrição Gênica
7.
Cell ; 161(3): 459-469, 2015 Apr 23.
Artigo em Inglês | MEDLINE | ID: mdl-25910206

RESUMO

Mitochondrial diseases include a group of maternally inherited genetic disorders caused by mutations in mtDNA. In most of these patients, mutated mtDNA coexists with wild-type mtDNA, a situation known as mtDNA heteroplasmy. Here, we report on a strategy toward preventing germline transmission of mitochondrial diseases by inducing mtDNA heteroplasmy shift through the selective elimination of mutated mtDNA. As a proof of concept, we took advantage of NZB/BALB heteroplasmic mice, which contain two mtDNA haplotypes, BALB and NZB, and selectively prevented their germline transmission using either mitochondria-targeted restriction endonucleases or TALENs. In addition, we successfully reduced human mutated mtDNA levels responsible for Leber's hereditary optic neuropathy (LHOND), and neurogenic muscle weakness, ataxia, and retinitis pigmentosa (NARP), in mammalian oocytes using mitochondria-targeted TALEN (mito-TALENs). Our approaches represent a potential therapeutic avenue for preventing the transgenerational transmission of human mitochondrial diseases caused by mutations in mtDNA. PAPERCLIP.


Assuntos
Marcação de Genes , Doenças Mitocondriais/genética , Animais , Fusão Celular , DNA Mitocondrial , Embrião de Mamíferos/metabolismo , Endonucleases/metabolismo , Feminino , Humanos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos NZB , Doenças Mitocondriais/prevenção & controle , Mutação , Oócitos/metabolismo
8.
Nature ; 624(7992): 611-620, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37907096

RESUMO

Ageing is a critical factor in spinal-cord-associated disorders1, yet the ageing-specific mechanisms underlying this relationship remain poorly understood. Here, to address this knowledge gap, we combined single-nucleus RNA-sequencing analysis with behavioural and neurophysiological analysis in non-human primates (NHPs). We identified motor neuron senescence and neuroinflammation with microglial hyperactivation as intertwined hallmarks of spinal cord ageing. As an underlying mechanism, we identified a neurotoxic microglial state demarcated by elevated expression of CHIT1 (a secreted mammalian chitinase) specific to the aged spinal cords in NHP and human biopsies. In the aged spinal cord, CHIT1-positive microglia preferentially localize around motor neurons, and they have the ability to trigger senescence, partly by activating SMAD signalling. We further validated the driving role of secreted CHIT1 on MN senescence using multimodal experiments both in vivo, using the NHP spinal cord as a model, and in vitro, using a sophisticated system modelling the human motor-neuron-microenvironment interplay. Moreover, we demonstrated that ascorbic acid, a geroprotective compound, counteracted the pro-senescent effect of CHIT1 and mitigated motor neuron senescence in aged monkeys. Our findings provide the single-cell resolution cellular and molecular landscape of the aged primate spinal cord and identify a new biomarker and intervention target for spinal cord degeneration.


Assuntos
Senescência Celular , Quitinases , Microglia , Neurônios Motores , Primatas , Medula Espinal , Animais , Humanos , Biomarcadores/metabolismo , Quitinases/metabolismo , Microglia/enzimologia , Microglia/metabolismo , Microglia/patologia , Neurônios Motores/metabolismo , Doenças Neuroinflamatórias/metabolismo , Doenças Neuroinflamatórias/patologia , Primatas/metabolismo , Reprodutibilidade dos Testes , Análise da Expressão Gênica de Célula Única , Medula Espinal/metabolismo , Medula Espinal/patologia
9.
Nucleic Acids Res ; 52(D1): D909-D918, 2024 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-37870433

RESUMO

Diverse individuals age at different rates and display variable susceptibilities to tissue aging, functional decline and aging-related diseases. Centenarians, exemplifying extreme longevity, serve as models for healthy aging. The field of human aging and longevity research is rapidly advancing, garnering significant attention and accumulating substantial data in recent years. Omics technologies, encompassing phenomics, genomics, transcriptomics, proteomics, metabolomics and microbiomics, have provided multidimensional insights and revolutionized cohort-based investigations into human aging and longevity. Accumulated data, covering diverse cells, tissues and cohorts across the lifespan necessitates the establishment of an open and integrated database. Addressing this, we established the Human Aging and Longevity Landscape (HALL), a comprehensive multi-omics repository encompassing a diverse spectrum of human cohorts, spanning from young adults to centenarians. The core objective of HALL is to foster healthy aging by offering an extensive repository of information on biomarkers that gauge the trajectory of human aging. Moreover, the database facilitates the development of diagnostic tools for aging-related conditions and empowers targeted interventions to enhance longevity. HALL is publicly available at https://ngdc.cncb.ac.cn/hall/index.


Assuntos
Envelhecimento , Bases de Dados Factuais , Longevidade , Multiômica , Idoso de 80 Anos ou mais , Humanos , Adulto Jovem , Envelhecimento/genética , Biomarcadores , Suscetibilidade a Doenças , Genômica , Longevidade/genética
10.
Proc Natl Acad Sci U S A ; 120(21): e2303698120, 2023 05 23.
Artigo em Inglês | MEDLINE | ID: mdl-37186864

RESUMO

Hybrid incompatibility as a kind of reproductive isolation contributes to speciation. The nucleocytoplasmic incompatibility between Xenopus tropicalis eggs and Xenopus laevis sperm (te×ls) leads to specific loss of paternal chromosomes 3L and 4L. The hybrids die before gastrulation, of which the lethal causes remain largely unclear. Here, we show that the activation of the tumor suppressor protein P53 at late blastula stage contributes to this early lethality. We find that in stage 9 embryos, P53-binding motif is the most enriched one in the up-regulated Assay for Transposase-Accessible Chromatin with high-throughput sequencing (ATAC-seq) peaks between te×ls and wild-type X. tropicalis controls, which correlates with an abrupt stabilization of P53 protein in te×ls hybrids at stage 9. Inhibition of P53 activity via either tp53 knockout or overexpression of a dominant-negative P53 mutant or Murine double minute 2 proto-oncogene (Mdm2), a negative regulator of P53, by mRNA injection can rescue the te×ls early lethality. Our results suggest a causal function of P53 on hybrid lethality prior to gastrulation.


Assuntos
Sêmen , Proteína Supressora de Tumor p53 , Animais , Masculino , Camundongos , Cromossomos/metabolismo , Proteínas Proto-Oncogênicas c-mdm2/metabolismo , Sêmen/metabolismo , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Xenopus/metabolismo , Xenopus laevis/genética , Xenopus laevis/metabolismo
11.
EMBO Rep ; 24(8): e56439, 2023 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-37306027

RESUMO

Oxidative protein folding occurs in the endoplasmic reticulum (ER) to generate disulfide bonds, and the by-product is hydrogen peroxide (H2 O2 ). However, the relationship between oxidative protein folding and senescence remains uncharacterized. Here, we find that the protein disulfide isomerase (PDI), a key oxidoreductase that catalyzes oxidative protein folding, accumulated in aged human mesenchymal stem cells (hMSCs) and deletion of PDI alleviated hMSCs senescence. Mechanistically, knocking out PDI slows the rate of oxidative protein folding and decreases the leakage of ER-derived H2 O2 into the nucleus, thereby decreasing the expression of SERPINE1, which was identified as a key driver of cell senescence. Furthermore, we show that depletion of PDI alleviated senescence in various cell models of aging. Our findings reveal a previously unrecognized role of oxidative protein folding in promoting cell aging, providing a potential target for aging and aging-related disease intervention.


Assuntos
Isomerases de Dissulfetos de Proteínas , Dobramento de Proteína , Humanos , Idoso , Oxirredução , Isomerases de Dissulfetos de Proteínas/genética , Retículo Endoplasmático/metabolismo , Estresse Oxidativo
12.
Nucleic Acids Res ; 51(D1): D1061-D1066, 2023 01 06.
Artigo em Inglês | MEDLINE | ID: mdl-36305824

RESUMO

Commitment to specific cell lineages is critical for mammalian embryonic development. Lineage determination, differentiation, maintenance, and organogenesis result in diverse life forms composed of multiple cell types. To understand the formation and maintenance of living individuals, including human beings, a comprehensive database that integrates multi-omic information underlying lineage differentiation across multiple species is urgently needed. Here, we construct Lineage Landscape, a database that compiles, analyzes and visualizes transcriptomic and epigenomic information related to lineage development in a collection of species. This landscape draws together datasets that capture the ongoing changes in cell lineages from classic model organisms to human beings throughout embryonic, fetal, adult, and aged stages, providing comprehensive, open-access information that is useful to researchers of a broad spectrum of life science disciplines. Lineage Landscape contains single-cell gene expression and bulk transcriptomic, DNA methylation, histone modifications, and chromatin accessibility profiles. Using this database, users can explore genes of interest that exhibit dynamic expression patterns at the transcriptional or epigenetic levels at different stages of lineage development. Lineage Landscape currently includes over 6.6 million cells, 15 million differentially expressed genes and 36 million data entries across 10 species and 34 organs. Lineage Landscape is free to access, browse, search, and download at http://data.iscr.ac.cn/lineage/#/home.


Assuntos
Linhagem da Célula , Mamíferos , Animais , Humanos , Diferenciação Celular , Cromatina/genética , Bases de Dados Factuais , Metilação de DNA , Mamíferos/genética , Mamíferos/crescimento & desenvolvimento , Expressão Gênica
13.
Nucleic Acids Res ; 51(2): 501-516, 2023 01 25.
Artigo em Inglês | MEDLINE | ID: mdl-35929025

RESUMO

Individual cells are basic units of life. Despite extensive efforts to characterize the cellular heterogeneity of different organisms, cross-species comparisons of landscape dynamics have not been achieved. Here, we applied single-cell RNA sequencing (scRNA-seq) to map organism-level cell landscapes at multiple life stages for mice, zebrafish and Drosophila. By integrating the comprehensive dataset of > 2.6 million single cells, we constructed a cross-species cell landscape and identified signatures and common pathways that changed throughout the life span. We identified structural inflammation and mitochondrial dysfunction as the most common hallmarks of organism aging, and found that pharmacological activation of mitochondrial metabolism alleviated aging phenotypes in mice. The cross-species cell landscape with other published datasets were stored in an integrated online portal-Cell Landscape. Our work provides a valuable resource for studying lineage development, maturation and aging.


How many cell types are there in nature? How do they change during the life cycle? These are two fundamental questions that researchers have been trying to understand in the area of biology. In this study, single-cell mRNA sequencing data were used to profile over 2.6 million individual cells from mice, zebrafish and Drosophila at different life stages, 1.3 million of which were newly collected. The comprehensive datasets allow investigators to construct a cross-species cell landscape that helps to reveal the conservation and diversity of cell taxonomies at genetic and regulatory levels. The resources in this study are assembled into a publicly available website at http://bis.zju.edu.cn/cellatlas/.


Assuntos
Análise de Célula Única , Animais , Camundongos , Análise de Sequência de RNA , Peixe-Zebra/crescimento & desenvolvimento , Drosophila/crescimento & desenvolvimento
14.
Nat Rev Mol Cell Biol ; 13(8): 524-35, 2012 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-22820889

RESUMO

Pluripotent stem cells, which include embryonic stem cells and induced pluripotent stem cells, use a complex network of genetic and epigenetic pathways to maintain a delicate balance between self-renewal and multilineage differentiation. Recently developed high-throughput genomic tools greatly facilitate the study of epigenetic regulation in pluripotent stem cells. Increasing evidence suggests the existence of extensive crosstalk among epigenetic pathways that modify DNA, histones and nucleosomes. Novel methods of mapping higher-order chromatin structure and chromatin-nuclear matrix interactions also provide the first insight into the three-dimensional organization of the genome and a framework in which existing genomic data of epigenetic regulation can be integrated to discover new rules of gene regulation.


Assuntos
Diferenciação Celular/genética , Cromatina , Epigênese Genética , Regulação da Expressão Gênica , Células-Tronco Pluripotentes Induzidas/metabolismo , Animais , Cromatina/química , Cromatina/genética , Metilação de DNA/genética , Células-Tronco Embrionárias/metabolismo , Genoma , Heterocromatina/genética , Histonas/genética , Lâmina Nuclear/genética , Nucleossomos/genética
15.
Nature ; 560(7720): 661-665, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30135584

RESUMO

SIRT6 acts as a longevity protein in rodents1,2. However, its biological function in primates remains largely unknown. Here we generate a SIRT6-null cynomolgus monkey (Macaca fascicularis) model using a CRISPR-Cas9-based approach. SIRT6-deficient monkeys die hours after birth and exhibit severe prenatal developmental retardation. SIRT6 loss delays neuronal differentiation by transcriptionally activating the long non-coding RNA H19 (a developmental repressor), and we were able to recapitulate this process in a human neural progenitor cell differentiation system. SIRT6 deficiency results in histone hyperacetylation at the imprinting control region of H19, CTCF recruitment and upregulation of H19. Our results suggest that SIRT6 is involved in regulating development in non-human primates, and may provide mechanistic insight into human perinatal lethality syndrome.


Assuntos
Deficiências do Desenvolvimento/genética , Macaca fascicularis/genética , Sirtuínas/deficiência , Sirtuínas/genética , Acetilação , Animais , Animais Recém-Nascidos , Encéfalo/citologia , Encéfalo/embriologia , Fator de Ligação a CCCTC/metabolismo , Diferenciação Celular/genética , Feminino , Morte Fetal , Deleção de Genes , Edição de Genes , Impressão Genômica , Histonas/metabolismo , Células-Tronco Embrionárias Humanas/citologia , Células-Tronco Embrionárias Humanas/metabolismo , Humanos , Masculino , Músculos/citologia , Músculos/embriologia , Células-Tronco Neurais/citologia , Neurogênese/genética , RNA Longo não Codificante/genética , Sirtuínas/metabolismo , Transcriptoma/genética
16.
Nucleic Acids Res ; 50(D1): D1085-D1090, 2022 01 07.
Artigo em Inglês | MEDLINE | ID: mdl-34591960

RESUMO

Regeneration plays an instrumental role in biological development and damage repair by constructing and replacing cells, tissues, and organs. Since regenerative capacity declines with age, promoting regeneration is heralded as a potential strategy for delaying aging. On this premise, mechanisms that regulate regeneration have been extensively studied across species and in different tissues. However, an open and comprehensive database collecting and standardizing the abundant data generated in regeneration research, such as high-throughput sequencing data, remains to be developed. In this work, we constructed Regeneration Roadmap to systematically and comprehensively collect such information over 2.38 million data entries across 11 species and 36 tissues, including regeneration-related genes, bulk and single-cell transcriptomics, epigenomics, and pharmacogenomics data. In this database, users can explore regulatory and expression changes of regeneration-associated genes in different species and tissues. Regeneration Roadmap provides the research community with a long-awaited and valuable data resource featuring convenient computing and visualizing tools, which is publicly available at https://ngdc.cncb.ac.cn/regeneration/index.


Assuntos
Bases de Dados Factuais , Bases de Dados Genéticas , Regeneração/genética , Transcriptoma/genética , Envelhecimento/genética , Animais , Epigenômica , Humanos
17.
Nucleic Acids Res ; 50(6): 3323-3347, 2022 04 08.
Artigo em Inglês | MEDLINE | ID: mdl-35286396

RESUMO

Aging in humans is intricately linked with alterations in circadian rhythms concomitant with physiological decline and stem cell exhaustion. However, whether the circadian machinery directly regulates stem cell aging, especially in primates, remains poorly understood. In this study, we found that deficiency of BMAL1, the only non-redundant circadian clock component, results in an accelerated aging phenotype in both human and cynomolgus monkey mesenchymal progenitor cells (MPCs). Unexpectedly, this phenotype was mainly attributed to a transcription-independent role of BMAL1 in stabilizing heterochromatin and thus preventing activation of the LINE1-cGAS-STING pathway. In senescent primate MPCs, we observed decreased capacity of BMAL1 to bind to LINE1 and synergistic activation of LINE1 expression. Likewise, in the skin and muscle tissues from the BMAL1-deficient cynomolgus monkey, we observed destabilized heterochromatin and aberrant LINE1 transcription. Altogether, these findings uncovered a noncanonical role of BMAL1 in stabilizing heterochromatin to inactivate LINE1 that drives aging in primate cells.


Assuntos
Fatores de Transcrição ARNTL , Senescência Celular , Relógios Circadianos , Macaca fascicularis/metabolismo , Fatores de Transcrição ARNTL/genética , Fatores de Transcrição ARNTL/metabolismo , Animais , Relógios Circadianos/genética , Ritmo Circadiano , Heterocromatina , Macaca fascicularis/genética
18.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 41(2): 213-219, 2024 Apr 25.
Artigo em Zh | MEDLINE | ID: mdl-38686400

RESUMO

Medical image registration plays an important role in medical diagnosis and treatment planning. However, the current registration methods based on deep learning still face some challenges, such as insufficient ability to extract global information, large number of network model parameters, slow reasoning speed and so on. Therefore, this paper proposed a new model LCU-Net, which used parallel lightweight convolution to improve the ability of global information extraction. The problem of large number of network parameters and slow inference speed was solved by multi-scale fusion. The experimental results showed that the Dice coefficient of LCU-Net reached 0.823, the Hausdorff distance was 1.258, and the number of network parameters was reduced by about one quarter compared with that before multi-scale fusion. The proposed algorithm shows remarkable advantages in medical image registration tasks, and it not only surpasses the existing comparison algorithms in performance, but also has excellent generalization performance and wide application prospects.


Assuntos
Algoritmos , Encéfalo , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Humanos , Imageamento por Ressonância Magnética/métodos , Encéfalo/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Redes Neurais de Computação , Aprendizado Profundo
19.
BMC Microbiol ; 23(1): 264, 2023 09 21.
Artigo em Inglês | MEDLINE | ID: mdl-37735351

RESUMO

BACKGROUND: Plasmodium berghei has been used as a preferred model for studying human malaria, but only a limited number of disease-associated genes of P. berghei have been reported to date. Identification of new disease-related genes as many as possible will provide a landscape for better understanding the pathogenesis of P. berghei. METHODS: Network module analysis method was developed and applied to identify disease-related genes in P. berghei genome. Sequence feature identification, gene ontology annotation, and T-cell epitope analysis were performed on these genes to illustrate their functions in the pathogenesis of P. berghei. RESULTS: 33,314 genes were classified into 4,693 clusters. 4,127 genes shared by six malaria parasites were identified and are involved in many aspects of biological processes. Most of the known essential genes belong to shared genes. A total of 63 clusters consisting of 405 P. berghei genes were enriched in rodent malaria parasites. These genes participate in various stages of parasites such as liver stage development and immune evasion. Combination of these genes might be responsible for P. berghei infecting mice. Comparing with P. chabaudi, none of the clusters were specific to P. berghei. P. berghei lacks some proteins belonging to P. chabaudi and possesses some specific T-cell epitopes binding by class-I MHC, which might together contribute to the occurrence of experimental cerebral malaria (ECM). CONCLUSIONS: We successfully identified disease-associated P. berghei genes by network module analysis. These results will deepen understanding of the pathogenesis of P. berghei and provide candidate parasite genes for further ECM investigation.


Assuntos
Genes Essenciais , Plasmodium berghei , Humanos , Animais , Camundongos , Plasmodium berghei/genética , Ontologia Genética , Evasão da Resposta Imune , Anotação de Sequência Molecular
20.
Opt Express ; 31(20): 32669-32683, 2023 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-37859064

RESUMO

Owing to polarization-independent property of propagating phases inside isotropic dielectric layers, Fabry-Perot resonances in metal-dielectric-metal sandwich structures and one-dimensional (1-D) photonic crystals (PhCs) with isotropic dielectric defects are polarization-insensitive. Herein, we introduce an all-dielectric elliptical metamaterial (EMM) defect into a 1-D PhC to realize an anomalous polarization-sensitive Fabry-Perot resonance empowered by the polarization-sensitive property of the propagating phase inside the all-dielectric EMM layer. The wavelength difference of the Fabry-Perot resonance between transverse magnetic and transverse electric polarizations is larger than 100 nm at the incident angle of 45 degrees. Enabled by the polarization-sensitive property of the Fabry-Perot resonance, high-performance polarization selectivity can be achieved in a broad angle range. Our work offers a viable recipe, well within the reach of current fabrication technique, to explore polarization-dependent physical phenomena and devices.

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