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1.
Nature ; 544(7648): 105-109, 2017 04 06.
Artigo em Inglês | MEDLINE | ID: mdl-28329764

RESUMO

Platelets are critical for haemostasis, thrombosis, and inflammatory responses, but the events that lead to mature platelet production remain incompletely understood. The bone marrow has been proposed to be a major site of platelet production, although there is indirect evidence that the lungs might also contribute to platelet biogenesis. Here, by directly imaging the lung microcirculation in mice, we show that a large number of megakaryocytes circulate through the lungs, where they dynamically release platelets. Megakaryocytes that release platelets in the lungs originate from extrapulmonary sites such as the bone marrow; we observed large megakaryocytes migrating out of the bone marrow space. The contribution of the lungs to platelet biogenesis is substantial, accounting for approximately 50% of total platelet production or 10 million platelets per hour. Furthermore, we identified populations of mature and immature megakaryocytes along with haematopoietic progenitors in the extravascular spaces of the lungs. Under conditions of thrombocytopenia and relative stem cell deficiency in the bone marrow, these progenitors can migrate out of the lungs, repopulate the bone marrow, completely reconstitute blood platelet counts, and contribute to multiple haematopoietic lineages. These results identify the lungs as a primary site of terminal platelet production and an organ with considerable haematopoietic potential.


Assuntos
Plaquetas/citologia , Hematopoese , Células-Tronco Hematopoéticas/citologia , Pulmão/irrigação sanguínea , Pulmão/citologia , Animais , Medula Óssea , Linhagem da Célula , Feminino , Pulmão/anatomia & histologia , Masculino , Megacariócitos/citologia , Camundongos , Microcirculação , Contagem de Plaquetas , Trombocitopenia/patologia
2.
Am J Respir Cell Mol Biol ; 62(3): 364-372, 2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-31647878

RESUMO

The immune system is designed to robustly respond to pathogenic stimuli but to be tolerant to endogenous ligands to not trigger autoimmunity. Here, we studied an endogenous damage-associated molecular pattern, mitochondrial DNA (mtDNA), during primary graft dysfunction (PGD) after lung transplantation. We hypothesized that cell-free mtDNA released during lung ischemia-reperfusion triggers neutrophil extracellular trap (NET) formation via TLR9 signaling. We found that mtDNA increases in the BAL fluid of experimental PGD (prolonged cold ischemia followed by orthotopic lung transplantation) and not in control transplants with minimal warm ischemia. The adoptive transfer of mtDNA into the minimal warm ischemia graft immediately before lung anastomosis induces NET formation and lung injury. TLR9 deficiency in neutrophils prevents mtDNA-induced NETs, and TLR9 deficiency in either the lung donor or recipient decreases NET formation and lung injury in the PGD model. Compared with human lung transplant recipients without PGD, severe PGD was associated with high levels of BAL mtDNA and NETs, with evidence of relative deficiency in DNaseI. We conclude that mtDNA released during lung ischemia-reperfusion triggers TLR9-dependent NET formation and drives lung injury. In PGD, DNaseI therapy has a potential dual benefit of neutralizing a major NET trigger (mtDNA) in addition to dismantling pathogenic NETs.


Assuntos
Isquemia Fria/efeitos adversos , DNA Mitocondrial/farmacologia , Armadilhas Extracelulares/metabolismo , Neutrófilos/efeitos dos fármacos , Disfunção Primária do Enxerto/imunologia , Receptor Toll-Like 9/fisiologia , Lesão Pulmonar Aguda/etiologia , Animais , Líquido da Lavagem Broncoalveolar/citologia , Citrulinação , DNA Mitocondrial/administração & dosagem , Desoxirribonuclease I/metabolismo , Humanos , Transplante de Pulmão , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Neutrófilos/imunologia , Disfunção Primária do Enxerto/metabolismo , Proteína-Arginina Desiminase do Tipo 4/deficiência , Proteína-Arginina Desiminase do Tipo 4/fisiologia , Traumatismo por Reperfusão/etiologia , Traumatismo por Reperfusão/metabolismo , Organismos Livres de Patógenos Específicos , Receptor Toll-Like 9/deficiência , Isquemia Quente/efeitos adversos
3.
Histochem Cell Biol ; 152(6): 467-473, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31584126

RESUMO

IL-37, the anti-inflammatory cytokine of the IL-1 family, plays several key roles in the regulation of autoimmune diseases. Yet, its role in Hashimoto's thyroiditis (HT) is not clear. In the present study, we found that, in tissues from HT patients, most of the follicular epithelial cells were positive for both IL-37 and single Ig IL-1-related receptor (SIGIRR) by immunohistochemical staining, while the infiltrating lymphocytes and other inflammatory cells hardly expressed any. Meanwhile, mRNA expression levels of IL-37 in peripheral blood mononuclear cells (PBMC) of HT patients were significantly higher than those in normal controls measured by quantitative real-time PCR. Finally, we studied the possible role of IL-37 in IFN-γ-stimulated rat FRTL-5 cells. The results showed that IL-1ß, TNF-α, and MCP-1 mRNA levels were significantly decreased, while the expression of IL-4 mRNA was dramatically up-regulated in IFN-γ-stimulated rat thyroid cell line FRTL-5 pre-treated with IL-37. The current study, for the first time, demonstrated that the IL-37 network is involved in Hashimoto's thyroiditis, and IL-37 signaling pathway may ameliorate the excessive autoimmune responses in this chronic lymphocytic thyroiditis.


Assuntos
Doença de Hashimoto/metabolismo , Interleucina-1/metabolismo , Transdução de Sinais , Adulto , Animais , Células Cultivadas , Retroalimentação Fisiológica , Feminino , Humanos , Interleucina-1/análise , Interleucina-1/genética , Pessoa de Meia-Idade , RNA Mensageiro/análise , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Ratos , Transdução de Sinais/genética , Adulto Jovem
4.
Med Sci Monit ; 25: 9319-9326, 2019 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-31811711

RESUMO

BACKGROUND Schistosomiasis is one of the most important infectious parasitic diseases in the world. The most important was to control schistosomiasis is through a combination of medical therapy and immunization. The membrane antigens Tsp2 and 29 from Schistosoma are promising anti-schistosomiasis vaccine candidates. MATERIAL AND METHODS In this study, the pcDNA3.1(+)-SjTsp2, pcDNA3.1(+)-Sj29, and pcDNA3.1 (+)-SjTsp2-29 eukaryotic expression vectors were successfully constructed as DNA vaccines, and the protective abilities of these vaccines were evaluated in mice. RESULTS The results showed that vaccination with SjTsp2, Sj29, and SjTsp2-29 reduced parasite burden and hepatic pathology compared to the control group, and the protective effect of the bivalent SjTsp2-29 DNA vaccine was better than that of the univalent SjTsp2 or Sj29 DNA vaccines. We also found high levels of IgG, IgG1, and IgG2a against SjTsp2, Sj29, and SjTsp2-29 DNA vaccines, with high expression of IFN-γ and no IL-4 in the mice. CONCLUSIONS The double-membrane antigen DNA vaccine SjTsp2-29 elicited protection against Schistosoma infection and might serve as a vaccine candidate.


Assuntos
Schistosoma japonicum/imunologia , Esquistossomose/terapia , Vacinas de DNA/farmacologia , Animais , Anticorpos Anti-Helmínticos , China , Feminino , Imunização , Proteínas de Membrana , Camundongos , Camundongos Endogâmicos , Schistosoma japonicum/metabolismo , Esquistossomose/imunologia , Trombospondinas/imunologia , Vacinação
5.
Parasitol Res ; 116(5): 1505-1513, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28352943

RESUMO

Nanos is a necessary factor in the differentiation and migration of primordial germ cells. It is closely associated with the development of genitalia in a wide range of species. We questioned whether Nanos was involved in the reproductive organ development of Schistosoma japonicum. Firstly, by in situ hybridization, S. japonicum Nanos1 (SjNanos1) gene was expressed mainly in reproductive organs of S. japonicum. Then, the paired schistosome of 28 days post-infection (dpi) was transfected with SjNanos1 small interfering RNA three times and cultured in vitro for 10 days. SjNanos1 expression suppression in the mRNA and protein levels were confirmed compared to that of the controls. The morphological changes in reproductive organs and egg production were observed after SjNanos1 gene knockdown. The results observed by confocal laser scanning microscopy showed significant changes in the morphology of reproductive organs of parasites, especially the female ovaries, vitellarium, and the male testes, after RNAi. In addition, SjNanos1 silencing also induced the reduction of eggs, and affected the changes of reproduction-related genes, like Pumilio, CNOT6L, and Fs800. Therefore, our findings demonstrate that the SjNanos1 gene is essential in the development of reproductive organs and the egg production of S. japonicum.


Assuntos
Antiparasitários/uso terapêutico , Ovário/embriologia , Óvulo/crescimento & desenvolvimento , Interferência de RNA , RNA Interferente Pequeno/uso terapêutico , Schistosoma japonicum/embriologia , Esquistossomose Japônica/tratamento farmacológico , Testículo/embriologia , Animais , Feminino , Masculino , Camundongos , Microscopia Confocal , RNA Mensageiro/genética , RNA Interferente Pequeno/genética , Proteínas de Ligação a RNA/genética , Coelhos , Reprodução , Esquistossomose Japônica/parasitologia , Caramujos/parasitologia
6.
Blood ; 123(14): 2238-49, 2014 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-24493668

RESUMO

The stromal-interacting molecule 1 (STIM1) is a potent sensor of intracellular calcium, which in turn regulates entry of external calcium through plasma membrane channels to affect immune cell activation. Although the contribution of STIM1 to calcium signaling in lymphocytes has been well studied, the role of this protein in neutrophil-mediated inflammation and host defense is unknown. We report that STIM1-deficient murine neutrophils show loss of store-operated calcium entry (SOCE) in response to both soluble ligands that activate G-proteins as well as Fcγ-receptor or integrin ligation that activates tyrosine kinase signaling. This results in modest defects in phagocytosis and degranulation responses but a profound block in superoxide production by the phagocyte oxidase. We trace the primary intracellular target of calcium to be protein kinase C isoforms α and ß (PKCα and PKCß), which in turn phosphorylate subunits of the oxidase leading to superoxide production. In vivo the loss of SOCE in stim1(-/-) chimeric mice results in marked susceptibility to bacterial infections but also protection from tissue injury in hepatic ischemia/reperfusion injury. These results demonstrate the critical role of STIM1-mediated SOCE and define major protein targets of calcium signaling in neutrophil activation during inflammatory disease.


Assuntos
Imunidade/genética , Inflamação/genética , Glicoproteínas de Membrana/fisiologia , Oxirredutases/metabolismo , Fagócitos/enzimologia , Animais , Cálcio/metabolismo , Canais de Cálcio , Sinalização do Cálcio/genética , Células Cultivadas , Ativação Enzimática , Inflamação/metabolismo , Fígado/patologia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Traumatismo por Reperfusão/genética , Traumatismo por Reperfusão/metabolismo , Molécula 1 de Interação Estromal
7.
Am J Respir Crit Care Med ; 191(4): 455-63, 2015 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-25485813

RESUMO

RATIONALE: Primary graft dysfunction (PGD) causes early mortality after lung transplantation and may contribute to late graft failure. No effective treatments exist. The pathogenesis of PGD is unclear, although both neutrophils and activated platelets have been implicated. We hypothesized that neutrophil extracellular traps (NETs) contribute to lung injury in PGD in a platelet-dependent manner. OBJECTIVES: To study NETs in experimental models of PGD and in lung transplant patients. METHODS: Two experimental murine PGD models were studied: hilar clamp and orthotopic lung transplantation after prolonged cold ischemia (OLT-PCI). NETs were assessed by immunofluorescence microscopy and ELISA. Platelet activation was inhibited with aspirin, and NETs were disrupted with DNaseI. NETs were also measured in bronchoalveolar lavage fluid and plasma from lung transplant patients with and without PGD. MEASUREMENTS AND MAIN RESULTS: NETs were increased after either hilar clamp or OLT-PCI compared with surgical control subjects. Activation and intrapulmonary accumulation of platelets were increased in OLT-PCI, and platelet inhibition reduced NETs and lung injury, and improved oxygenation. Disruption of NETs by intrabronchial administration of DNaseI also reduced lung injury and improved oxygenation. In bronchoalveolar lavage fluid from human lung transplant recipients, NETs were more abundant in patients with PGD. CONCLUSIONS: NETs accumulate in the lung in both experimental and clinical PGD. In experimental PGD, NET formation is platelet-dependent, and disruption of NETs with DNaseI reduces lung injury. These data are the first description of a pathogenic role for NETs in solid organ transplantation and suggest that NETs are a promising therapeutic target in PGD.


Assuntos
Armadilhas Extracelulares/metabolismo , Transplante de Pulmão , Neutrófilos/metabolismo , Disfunção Primária do Enxerto/imunologia , Animais , Biomarcadores/metabolismo , Líquido da Lavagem Broncoalveolar/imunologia , Ensaio de Imunoadsorção Enzimática , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Microscopia de Fluorescência , Ativação Plaquetária , Disfunção Primária do Enxerto/sangue , Disfunção Primária do Enxerto/patologia
8.
Comput Biol Med ; 176: 108577, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38739981

RESUMO

The development of modern medical devices and information technology has led to a rapid growth in the amount of data available for health protection information, with the concept of medical big data emerging globally, along with significant advances in cancer care relying on data-driven approaches. However, outstanding issues such as fragmented data governance, low-quality data specification, and data lock-in still make sharing challenging. Big data technology provides solutions for managing massive heterogeneous data while combining artificial intelligence (AI) techniques such as machine learning (ML) and deep learning (DL) to better mine the intrinsic connections between data. This paper surveys and organizes recent articles on big data technology and its applications in cancer, dividing them into three different types to outline their primary content and summarize their critical role in assisting cancer care. It then examines the latest research directions in big data technology in cancer and evaluates the current state of development of each type of application. Finally, current challenges and opportunities are discussed, and recommendations are made for the further integration of big data technology into the medical industry in the future.


Assuntos
Big Data , Neoplasias , Humanos , Neoplasias/terapia , Aprendizado de Máquina , Inteligência Artificial
9.
JCI Insight ; 8(21)2023 Nov 08.
Artigo em Inglês | MEDLINE | ID: mdl-37788115

RESUMO

Primary graft dysfunction (PGD) limits clinical benefit after lung transplantation, a life-prolonging therapy for patients with end-stage disease. PGD is the clinical syndrome resulting from pulmonary ischemia-reperfusion injury (IRI), driven by innate immune inflammation. We recently demonstrated a key role for NK cells in the airways of mouse models and human tissue samples of IRI. Here, we used 2 mouse models paired with human lung transplant samples to investigate the mechanisms whereby NK cells migrate to the airways to mediate lung injury. We demonstrate that chemokine receptor ligand transcripts and proteins are increased in mouse and human disease. CCR5 ligand transcripts were correlated with NK cell gene signatures independently of NK cell CCR5 ligand secretion. NK cells expressing CCR5 were increased in the lung and airways during IRI and had increased markers of tissue residency and maturation. Allosteric CCR5 drug blockade reduced the migration of NK cells to the site of injury. CCR5 blockade also blunted quantitative measures of experimental IRI. Additionally, in human lung transplant bronchoalveolar lavage samples, we found that CCR5 ligand was associated with increased patient morbidity and that the CCR5 receptor was increased in expression on human NK cells following PGD. These data support a potential mechanism for NK cell migration during lung injury and identify a plausible preventative treatment for PGD.


Assuntos
Lesão Pulmonar , Traumatismo por Reperfusão , Animais , Humanos , Camundongos , Células Matadoras Naturais , Ligantes , Pulmão/metabolismo , Lesão Pulmonar/metabolismo , Receptores CCR5/genética , Traumatismo por Reperfusão/metabolismo
10.
J Immunol ; 184(5): 2329-36, 2010 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-20139277

RESUMO

Direct presentation of foreign MHC molecules expressed by donor-derived dendritic cells (DCs) has generally been considered the dominant pathway of allorecognition in acute transplant rejection. However, recent studies implicate preferential activation of the indirect pathway by host DCs. The respective importance of each pathway and the mechanisms that determine their relative contributions remain to be clearly established. In this study, using two-photon microscopy, we visualized host NK cell interactions with syngeneic and allogeneic DCs within intact lymph nodes of mice. Upon contact with allogeneic DCs, NK cells formed prolonged interactions that led directly to target cell lysis. This rapid elimination limited the ability of allogeneic DCs to stimulate primary and recall T cell responses. To discriminate whether donor or host DCs are principally involved in presenting Ag derived from allografts, we used CD11c-diphtheria toxoid receptor mice to conditionally ablate CD11c(+) DCs and to show that direct presentation by donor DCs is alone insufficient to elicit acute allograft rejection. We thus propose that rapid elimination of allogeneic DCs limits direct Ag presentation and thereby favors the indirect pathway of alloreactivity.


Assuntos
Transplante de Medula Óssea , Células Dendríticas/imunologia , Rejeição de Enxerto/imunologia , Células Matadoras Naturais/imunologia , Animais , Células da Medula Óssea/citologia , Células da Medula Óssea/imunologia , Linfócitos T CD4-Positivos/citologia , Linfócitos T CD4-Positivos/imunologia , Comunicação Celular/imunologia , Proliferação de Células , Células Dendríticas/citologia , Feminino , Citometria de Fluxo , Transplante de Coração , Células Matadoras Naturais/citologia , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Microscopia de Fluorescência por Excitação Multifotônica , Imunologia de Transplantes , Transplante Homólogo
11.
Sci Rep ; 12(1): 675, 2022 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-35027591

RESUMO

Condition monitoring and fault diagnosis of diesel engines are of great significance for safety production and maintenance cost control. The digital twin method based on data-driven and physical model fusion has attracted more and more attention. However, the existing methods lack deeper integration and optimization facing complex physical systems. Most of the algorithms based on deep learning transform the data into the substitution of the physical model. The lack of interpretability of the deep learning diagnosis model limits its practical application. The attention mechanism is gradually developed to access interpretability. In this study, a digital twin auxiliary approach based on adaptive sparse attention network for diesel engine fault diagnosis is proposed with considering its signal characteristics of strong angle domain correlation and transient non-stationary, in which a new soft threshold filter is designed to draw more attention to multi decentralized local fault information dynamically in real time. Based on this attention mechanism, the distribution of fault information in the original signal can be better visualized to help explain the fault mechanism. The valve failure experiment on a diesel engine test rig is conducted, of which the results show that the proposed adaptive sparse attention mechanism model has better training efficiency and clearer interpretability on the premise of maintaining performance.

12.
RSC Adv ; 12(45): 28997-29002, 2022 Oct 11.
Artigo em Inglês | MEDLINE | ID: mdl-36320762

RESUMO

Photothermal materials based on organic small molecules have the characteristics of structural diversity and easy modification for solar-driven water evaporation and power generation technology. However, there still exist limitations, such as the utilization of solar energy and photostability. Therefore, it is the focus of current research to design organic photothermal materials with excellent photothermal stability, strong solar absorption capacity, and high photothermal conversion efficiency. Herein, photothermal conversion materials based on tetrapyridylporphyrin (TPyP) is studied, which possesses polypyrrole macrocyclic framework (18π electrons), which makes it exhibit strong absorption in the 300-800 nm region with high photothermal conversion. The interfacial-heating evaporation system based on polyurethane (PU) foam loaded with TPyP was prepared, whose solar-to-vapor conversion efficiency and vapor evaporation rate of PU + TPyP foam solar energy reached 56% and 0.81 kg m-2 h-1, respectively. In addition, TPyP-loaded solar evaporator equipped with abundant microchannels for water flow are integrated with thermoelectric devices, thus achieving an evaporation rate and voltage as high as 0.69 kg m-2 h-1 and 60 mV under 1 kW m-2 solar irradiation, respectively. The successful application of TPyP in water evaporation and power generation effectively addresses the difficulties faced in the process of using organic small molecule photothermal materials to solve the energy crisis.

13.
Parasit Vectors ; 15(1): 300, 2022 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-36002836

RESUMO

BACKGROUND: Hepatic macrophages regulate liver granuloma formation and fibrosis caused by infection with Schistosoma japonicum, with the manner of regulation dependent on macrophage activation state. Interleukin (IL)-37 may have immunomodulatory effects on macrophages. However, whether IL-37 can affect liver granuloma formation and fibrosis by affecting the polarization of macrophages in S. japonicum infection remains unclear. The aim of this study was to investigate IL-37-affected macrophage polarization in liver granuloma formation and fibrosis in S. japonicum infection. METHODS: An enzyme-linked immunosorbent assay (ELISA) was used to detect the expression of IL-37 in the serum of patients with acute S. japonicum infection and in the serum of healthy people. Recombinant IL-37 (rIL-37), CPP-IgG2Fc-IL-37 and no CPP-IgG2Fc-IL-37 proteins were injected into S. japonicum-infected mice every 3 days for a total of 6 times from day 24 post infection onwards. Subsequently, ELISA, quantitative reverse transcription-PCR, fluorescence-activated cell sorting and western blot were used to analyze whether IL-37 inhibits the formation of liver granulomas and the development of liver fibrosis by regulating the phenotypic transition of macrophages. Finally, the three IL-37 proteins and SIS3, a Smad3 inhibitor, were co-cultured in mouse peritoneal macrophages to explore the mechanism underlying the promotion of the polarization of M0 macrophages to the M2 phenotype by IL-37. RESULTS: Serum IL-37 levels were upregulated in schistosomiasis patients, and this increased level of IL-37 protein apparently alleviated the liver granuloma of mice in infection models. It also could induce liver and peritoneal macrophages to polarize to the M2 phenotype in S. japonicum-infected mice. The S. japonicum-infected mice injected with CPP-IgG2Fc-IL-37 group exhibited the most obvious improvement in inflammatory reaction against the liver granuloma. The number and ratio of M2 macrophages in the liver and peritoneal cavity were significantly higher in the three IL-37 protein groups, especially in the CPP-IgG2Fc-IL-37 group, compared to the controls. Similar results were also found regarding liver function damage. IL-37 induced macrophage M2 polarization by promoting AMP-activated protein kinase (AMPK) phosphorylation in vitro. Among all groups, the activation of AMPK was most significant in the CPP-IgG2Fc-IL-37 group, and it was found that SMAD3 could enhance the anti-inflammatory function of IL-37. CONCLUSIONS: The results show that IL-37 was able to promote the polarization of macrophages to the M2 phenotype, thereby inhibiting the development of schistosomiasis. In comparison to the rIL-37 protein, the CPP-IgG2Fc-IL-37 protein has the advantages of being effective in small doses and having fewer side effects and a better efficacy.


Assuntos
Interleucina-1 , Schistosoma japonicum , Esquistossomose Japônica , Proteínas Quinases Ativadas por AMP/efeitos dos fármacos , Proteínas Quinases Ativadas por AMP/metabolismo , Animais , Fibrose , Granuloma/patologia , Humanos , Imunoglobulina G/metabolismo , Interleucina-1/metabolismo , Interleucina-1/farmacologia , Fígado/patologia , Cirrose Hepática/metabolismo , Ativação de Macrófagos , Camundongos , Esquistossomose Japônica/tratamento farmacológico , Esquistossomose Japônica/patologia
14.
Comput Intell Neurosci ; 2022: 9241670, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35795747

RESUMO

With the rapid development of the Internet, malicious domain names pose more and more serious threats to many fields, such as network security and social security, and there have been many research results on malicious domain detection. This article proposes a malicious domain name detection model based on improved deep learning, which can combine the advantages of three different network models, convolutional neural network (CNN), temporal convolutional network (TCN), and long short-term memory network (LSTM) in malicious domain name detection, to obtain a better detection effect than that of the original single or two models. Experiments show that the effect of the improved deep learning model proposed in this article is better than that of the combined model of CNN and LSTM or the combined model of CNN and TCN, and the accuracy and regression rates reached 99.76% and 98.81%, respectively.


Assuntos
Aprendizado Profundo , Internet , Memória de Longo Prazo , Redes Neurais de Computação
15.
Science ; 375(6581): eabi5965, 2022 02 11.
Artigo em Inglês | MEDLINE | ID: mdl-35143305

RESUMO

Dendritic cells (DCs) are crucial for initiating adaptive immune responses. However, the factors that control DC positioning and homeostasis are incompletely understood. We found that type-2 conventional DCs (cDC2s) in the spleen depend on Gα13 and adhesion G protein-coupled receptor family member-E5 (Adgre5, or CD97) for positioning in blood-exposed locations. CD97 function required its autoproteolytic cleavage. CD55 is a CD97 ligand, and cDC2 interaction with CD55-expressing red blood cells (RBCs) under shear stress conditions caused extraction of the regulatory CD97 N-terminal fragment. Deficiency in CD55-CD97 signaling led to loss of splenic cDC2s into the circulation and defective lymphocyte responses to blood-borne antigens. Thus, CD97 mechanosensing of RBCs establishes a migration and gene expression program that optimizes the antigen capture and presentation functions of splenic cDC2s.


Assuntos
Células Dendríticas/fisiologia , Eritrócitos/fisiologia , Receptores Acoplados a Proteínas G/metabolismo , Baço/citologia , Baço/imunologia , Actinas/metabolismo , Animais , Apresentação de Antígeno , Antígenos/imunologia , Circulação Sanguínea , Antígenos CD55/sangue , Antígenos CD55/metabolismo , Movimento Celular , Células Dendríticas/imunologia , Eritrócitos/metabolismo , Subunidades alfa G12-G13 de Proteínas de Ligação ao GTP/metabolismo , Homeostase , Fatores Reguladores de Interferon/metabolismo , Ligantes , Camundongos , Receptores Acoplados a Proteínas G/genética , Transdução de Sinais , Baço/irrigação sanguínea , Baço/metabolismo , Transcrição Gênica , Transcriptoma
16.
J Surg Res ; 169(1): e69-75, 2011 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-21571317

RESUMO

BACKGROUND: For the clinical applicability of regulatory T cells (Tregs) in transplantation, it is critical to determine if donor antigen specificity is required for their immunosuppressive function. We developed an allospecific CD4(+) T cell receptor transgenic (TCR-tg) mouse as a source for large numbers of Tregs with defined allospecificity and tested whether they are more effective than polyclonal Tregs at suppressing allograft rejection. MATERIALS AND METHODS: CD4(+)CD25(+)CD62L(hi) T cells were sorted from the spleen and peripheral lymph nodes of wild-type (WT-Tregs) and TCR-tg (Allo-Tregs) mice, and expanded using IL-2 and anti-CD3/anti-CD28 conjugated magnetic beads. Tregs were tested for their ability to suppress the proliferation and cytokine production of alloreactive CD4(+)CD25(-) T cells in mixed leukocyte assays. Syngeneic WT hosts were adoptively transferred 5 × 10(6) Tregs and transplanted with allogeneic hearts. RESULTS: Using anti-CD3/anti-CD28 conjugated beads, Tregs were expanded in vitro 100-fold and maintained their suppressor phenotype and function. Allo-Tregs were 6-8 times more potent on a cell-for-cell basis than WT-Tregs in suppressing allospecific proliferation in vitro. Allo-Tregs were unable to suppress in the absence of allo-antigen. Adoptive transfer of expanded Allo-Tregs into WT recipients prolonged the graft survival in a F1 heart transplant model compared with WT-Treg or no treatment [20.0 ± 4.4 d (n = 6) versus 10.4 ± 1.2 (n = 8) and 9.7 ± 1.6 d (n = 6)]. CONCLUSIONS: Unlike polyclonal Tregs, allospecific Tregs are able to prolong allograft survival. However, large numbers of Allo-Tregs were unable to induce tolerance, suggesting that Treg therapy in immunocompetent recipients will require conditioning and/or additional immunomodulation for the induction of tolerance.


Assuntos
Sobrevivência de Enxerto/imunologia , Transplante de Coração/imunologia , Imunocompetência/imunologia , Linfócitos T Reguladores/imunologia , Linfócitos T Reguladores/transplante , Animais , Proliferação de Células , Rejeição de Enxerto/imunologia , Imunomodulação , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Modelos Animais , Tolerância ao Transplante/imunologia , Transplante Homólogo
17.
J Clin Invest ; 131(3)2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33290276

RESUMO

Pulmonary ischemia-reperfusion injury (IRI) is a clinical syndrome of acute lung injury that occurs after lung transplantation or remote organ ischemia. IRI causes early mortality and has no effective therapies. While NK cells are innate lymphocytes capable of recognizing injured cells, their roles in acute lung injury are incompletely understood. Here, we demonstrated that NK cells were increased in frequency and cytotoxicity in 2 different IRI mouse models. We showed that NK cells trafficked to the lung tissue from peripheral reservoirs and were more mature within lung tissue. Acute lung ischemia-reperfusion injury was blunted in a NK cell-deficient mouse strain but restored with adoptive transfer of NK cells. Mechanistically, NK cell NKG2D receptor ligands were induced on lung endothelial and epithelial cells following IRI, and antibody-mediated NK cell depletion or NKG2D stress receptor blockade abrogated acute lung injury. In human lung tissue, NK cells were increased at sites of ischemia-reperfusion injury and activated NK cells were increased in prospectively collected human bronchoalveolar lavage in subjects with severe IRI. These data support a causal role for recipient peripheral NK cells in pulmonary IRI via NK cell NKG2D receptor ligation. Therapies targeting NK cells may hold promise in acute lung injury.


Assuntos
Células Matadoras Naturais/imunologia , Pneumopatias/imunologia , Pulmão/imunologia , Ativação Linfocitária , Subfamília K de Receptores Semelhantes a Lectina de Células NK/imunologia , Traumatismo por Reperfusão/imunologia , Animais , Humanos , Células Matadoras Naturais/patologia , Pulmão/patologia , Pneumopatias/patologia , Camundongos , Camundongos Knockout , Traumatismo por Reperfusão/patologia
18.
Onco Targets Ther ; 13: 4545-4558, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32547085

RESUMO

BACKGROUND: Circular RNAs (circRNAs) play a crucial role in gene expression regulation. CircHIPK3 is a circRNA derived from Exon 2 of HIPK3 gene and its role in prostate cancer (PCa) is still unclear. METHODS: CCK8 assays, flow cytometry and colony formation assays were performed to assess the effects of circHIPK3 in PCa cells. Bioinformatics analysis, RNA pull-down assay, RNA immunoprecipitation assay (RIP), and luciferase activity assay were performed to dissect the mechanism underlying circHIPK3-mediated G2/M transition in PCa cells. RESULTS: CircHIPK3 expression was upregulated in PCa cells and prostate cancer tissues. Overexpression of circHIPK3 or circHIPK3 silencing altered PCa viability, proliferation and apoptosis in vitro. CircHIPK3 could sponge miR-338-3p and inhibit its activity, resulting in increased expression of Cdc25B and Cdc2 in vitro. CONCLUSION: CircHIPK3 promotes G2/M transition and induces PCa cell proliferation by sponging miR-338-3p and increasing the expression of Cdc25B and Cdc2. CircHIPK3 may play an oncogenic role in PCa.

19.
Am J Cancer Res ; 10(1): 196-210, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32064161

RESUMO

The metabolic reprogramming is an important basis for the development of many tumors, including prostate cancer (PCa). Metabolic changes in many amino acids consist of serine and glycine affect the biological behavior of them. Phospholipase C epsilon (PLCε) plays an important role as an oncogene. However, its role in regulating amino acid metabolism remains unclear. In this study, results found significantly positive correlation between PLCε and Yes-associated protein (YAP) in PCa tissues. LC-MS/MS and GC-MS results further displayed abnormally elevated levels of serine, glycine and its some downstream metabolites in the blood of PCa patients. Secondly, PLCε knockdown can inhibit serine/glycine producing and proliferation of PCa both in vivo and in vitro. Mechanistically, PLCε may affect the serine/glycine metabolism by regulating dephosphorylation and nuclear translocation of YAP. More interestingly, verteporfin (VP, a specific inhibitor of YAP) could effectively enhance the PLCε-depletion induced inhibition of serine/glycine secretion and growth. Overall, this research revealed the possibility of anomalous serine/glycine levels in the blood for the diagnosis of PCa, identified the important role of the PLCε/YAP axis in regulating serine/glycine metabolism, cell proliferation and tumor growth, and suggested the combination of VP with PLCε-depletion may provide a new idea for the treatment of PCa.

20.
Parasit Vectors ; 12(1): 414, 2019 Aug 23.
Artigo em Inglês | MEDLINE | ID: mdl-31443730

RESUMO

BACKGROUND: Schistosomiasis is a prevalent but neglected tropical disease caused by parasitic trematodes of the genus Schistosoma, with the primary disease-causing species being S. haematobium, S. mansoni and S. japonicum. Male-female pairing of schistosomes is necessary for sexual maturity and the production of a large number of eggs, which are primarily responsible for schistosomiasis dissemination and pathology. METHODS: Here, we used microarray hybridization, bioinformatics, quantitative PCR, in situ hybridization and gene silencing assays to identify genes that play critical roles in S. japonicum reproduction biology, particularly in vitellarium development, a process that affects male-female pairing, sexual maturation and subsequent egg production. RESULTS: Microarray hybridization analyses generated a comprehensive set of genes differentially transcribed before and after male-female pairing. Although the transcript profiles of females were similar 16 and 18 days after host infection, marked gene expression changes were observed at 24 days. The 30 most abundantly transcribed genes on day 24 included those associated with vitellarium development. Among these, the gene for female-specific 800 (fs800) was substantially upregulated. Our in situ hybridization results in female S. japonicum indicated that Sjfs800 mRNA was observed only in the vitellarium, localized in mature vitelline cells. Knocking down the Sjfs800 gene in female S. japonicum by approximately 60% reduced the number of mature vitelline cells, decreased rates of pairing and oviposition, and decreased the number of eggs produced in each male-female pairing by about 50%. CONCLUSIONS: These results indicate that Sjfs800 may play a role in vitellarium development and egg production in S. japonicum and suggest that Sjfs800 regulation may provide a novel approach for the prevention or treatment of schistosomiasis.


Assuntos
Expressão Gênica , Proteínas de Helminto/genética , Oviposição/genética , Schistosoma japonicum/genética , Maturidade Sexual/genética , Animais , Biologia Computacional , Feminino , Inativação Gênica , Hibridização In Situ , Masculino , Análise em Microsséries , Óvulo , Schistosoma japonicum/fisiologia
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