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1.
Sci Total Environ ; 946: 174067, 2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38908608

RESUMO

Heavy rainfall and flooding disasters are increasing due to global warming. A clear understanding of the mechanism of heavy rain and floods is the basic premise of disaster risk management. However, most previous studies emphasized more on the single anomalous signal from the average state in the whole season, which may neglect the combined influence of multiple signals in the ocean-atmosphere and differential characteristics of anomalous signals at different periods. Here, our study aimed to reveal the possible influence mechanism of heavy rain and floods in the middle and lower reaches of the Yangtze River Basin (MLRYRB) by systematically analyzing the monthly-scale and daily-scale ocean-atmosphere anomaly patterns in the preceding periods of heavy rainfall and flooding events. The results showed that heavy rainfall and flooding events were highly likely to occur in the region one month after El Niño decayed, with the flooding intensity in June having the negative correlation with the sea ice concentration anomaly in the Arctic with a lag of about 5 months (150 days). Besides, North Atlantic Oscillation, Western Pacific subtropical high, blocking, East Asian subtropical westerly jet, and the water vapor fluxes from the Arabian Sea and western Pacific Ocean could be used as the anomalous signals inducing heavy rain and floods. The daily-scale conceptual model inducing heavy rainfall and flooding events was built based on the patterns of all anomalous signals, which detailed the possible impact mechanism of heavy rain and floods in the region. By making targeted forecasts of anomalous signals and using this information in water resources planning and management based on climate mechanisms, it will have a significant impact on water management in the country.

3.
Plant Biotechnol J ; 2024 Mar 16.
Artigo em Inglês | MEDLINE | ID: mdl-38492213

RESUMO

Wood formation, which occurs mainly through secondary xylem development, is important not only for supplying raw material for the 'ligno-chemical' industry but also for driving the storage of carbon. However, the complex mechanisms underlying the promotion of xylem formation remain to be elucidated. Here, we found that overexpression of Auxin-Regulated Gene involved in Organ Size (ARGOS) in hybrid poplar 84 K (Populus alba × Populus tremula var. glandulosa) enlarged organ size. In particular, PagARGOS promoted secondary growth of stems with increased xylem formation. To gain further insight into how PagARGOS regulates xylem development, we further carried out yeast two-hybrid screening and identified that the auxin transporter WALLS ARE THIN1 (WAT1) interacts with PagARGOS. Overexpression of PagARGOS up-regulated WAT1, activating a downstream auxin response promoting cambial cell division and xylem differentiation for wood formation. Moreover, overexpressing PagARGOS caused not only higher wood yield but also lower lignin content compared with wild-type controls. PagARGOS is therefore a potential candidate gene for engineering fast-growing and low-lignin trees with improved biomass production.

4.
BMC Microbiol ; 24(1): 82, 2024 Mar 09.
Artigo em Inglês | MEDLINE | ID: mdl-38461289

RESUMO

BACKGROUND: Extrauterine growth restriction (EUGR) represents a prevalent condition observed in preterm neonates, which poses potential adverse implications for both neonatal development and long-term health outcomes. The manifestation of EUGR has been intricately associated with perturbations in microbial and metabolic profiles. This study aimed to investigate the characteristics of the gut microbial network in early colonizers among preterm neonates with EUGR. METHODS: Twenty-nine preterm infants participated in this study, comprising 14 subjects in the EUGR group and 15 in the normal growth (AGA) group. Meconium (D1) and fecal samples were collected at postnatal day 28 (D28) and 1 month after discharge (M1). Subsequently, total bacterial DNA was extracted and sequenced using the Illumina MiSeq system, targeting the V3-V4 hyper-variable regions of the 16S rRNA gene. RESULTS: The outcomes of principal coordinates analysis (PCoA) and examination of the microbial network structure revealed distinctive developmental trajectories in the gut microbiome during the initial three months of life among preterm neonates with and without EUGR. Significant differences in microbial community were observed at the D1 (P = 0.039) and M1 phases (P = 0.036) between the EUGR and AGA groups, while a comparable microbial community was noted at the D28 phase (P = 0.414). Moreover, relative to the AGA group, the EUGR group exhibited significantly lower relative abundances of bacteria associated with secretion of short-chain fatty acids, including Lactobacillus (P = 0.041) and Parabacteroides (P = 0.033) at the D1 phase, Bifidobacterium at the D28 phase, and genera Dysgonomonas (P = 0.042), Dialister (P = 0.02), Dorea (P = 0.042), and Fusobacterium (P = 0.017) at the M1 phase. CONCLUSION: Overall, the present findings offer crucial important insights into the distinctive gut microbial signatures exhibited by earlier colonizers in preterm neonates with EUGR. Further mechanistic studies are needed to establish whether these differences are the cause or a consequence of EUGR.


Assuntos
Microbioma Gastrointestinal , Recém-Nascido Prematuro , Lactente , Recém-Nascido , Humanos , Idade Gestacional , RNA Ribossômico 16S/genética , Peso ao Nascer
5.
J Mater Chem B ; 12(9): 2217-2235, 2024 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-38345580

RESUMO

During the process of peripheral nerve repair, there are many complex pathological and physiological changes, including multi-cellular responses and various signaling molecules, and all these events establish a dynamic microenvironment for axon repair, regeneration, and target tissue/organ reinnervation. The immune system plays an indispensable role in the process of nerve repair and function recovery. An effective immune response not only involves innate-immune and adaptive-immune cells but also consists of chemokines and cytokines released by these immune cells. The elucidation of the orchestrated interplay of immune cells with nerve regeneration and functional restoration is meaningful for the exploration of therapeutic strategies. This review mainly enumerates the general immune cell response to peripheral nerve injury and focuses on their contributions to functional recovery. The tissue engineering-mediated strategies to regulate macrophages and T cells through physical and biochemical factors combined with scaffolds are discussed. The dynamic immune responses during peripheral nerve repair and immune-cell-mediated tissue engineering methods are presented, which provide a new insight and inspiration for immunomodulatory therapies in peripheral nerve regeneration.


Assuntos
Traumatismos dos Nervos Periféricos , Humanos , Traumatismos dos Nervos Periféricos/terapia , Engenharia Tecidual , Nervos Periféricos , Regeneração Nervosa , Macrófagos
6.
Curr Issues Mol Biol ; 45(11): 9234-9251, 2023 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-37998755

RESUMO

Magnoliaceae, a family of perennial woody plants, contains several endangered species whose taxonomic status remains ambiguous. The study of chloroplast genome information can help in the protection of Magnoliaceae plants and confirmation of their phylogenetic relationships. In this study, the chloroplast genomes were sequenced, assembled, and annotated in Woonyoungia septentrionalis and three Michelia species (Michelia champaca, Michelia figo, and Michelia macclurei). Comparative analyses of genomic characteristics, repetitive sequences, and sequence differences were performed among the four Magnoliaceae plants, and phylogenetic relationships were constructed with twenty different magnolia species. The length of the chloroplast genomes varied among the four studied species ranging from 159,838 bp (Woonyoungia septentrionalis) to 160,127 bp (Michelia macclurei). Four distinct hotspot regions were identified based on nucleotide polymorphism analysis. They were petA-psbJ, psbJ-psbE, ndhD-ndhE, and rps15-ycf1. These gene fragments may be developed and utilized as new molecular marker primers. By using Liriodendron tulipifera and Liriodendron chinense as outgroups reference, a phylogenetic tree of the four Magnoliaceae species and eighteen other Magnoliaceae species was constructed with the method of Shared Coding Sequences (CDS). Results showed that the endangered species, W. septentrionalis, is relatively genetically distinct from the other three species, indicating the different phylogenetic processes among Magnoliaceae plants. Therefore, further genetic information is required to determine the relationships within Magnoliaceae. Overall, complete chloroplast genome sequences for four Magnoliaceae species reported in this paper have shed more light on phylogenetic relationships within the botanical group.

7.
Heliyon ; 9(9): e19352, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37810122

RESUMO

Background: Hepatocellular carcinoma (HCC) has a high incidence and poor prognosis. Cuproptosis is a novel type of cell death, which differs from previously reported types of cell death such as apoptosis, autophagy, proptosis, ferroptosis, necroptosis, etc. Long non-coding RNAs (lncRNAs) play multiple roles in HCC. Methods: We downloaded information from The Cancer Genome Atlas (TCGA) database, and obtained cuproptosis-related genes from published studies. The cuproptosis-related lncRNAs were obtained by correlation analysis, and subsequently used to construct a prognostic cuproptosis-related lncRNA signature. Analyses of overall survival (OS), progression-free survival (PFS), receiver operating characteristic (ROC) curve with the area under the curve (AUC) values and the index of concordance (c-index) curve were used to evaluate the signature. The tumor microenvironment (TME) was analyzed by ESTIMATE algorithm. The immune cell data was downloaded from the Tumor Immune Estimation Resource (TIMER) 2.0 database. Immune-related pathways were analyzed by single-sample gene set enrichment analysis (ssGSEA) algorithm. Immunophenoscore (IPS) scores from The Cancer Immunome (TCIA) database were used to evaluate immunotherapy response. The "pRRophetic" was employed to screen drugs for high-risk patients. The candidate lncRNA expression levels were detected by Real Time Quantitative PCR. Results: We constructed a cuproptosis-related lncRNA signature containing seven lncRNAs: AC125437.1, PCED1B-AS1, PICSAR, AP001372.2, AC027097.1, LINC00479, and SLC6A1-AS1. This signature had excellent accuracy, and was independent of the stratification of clinicopathological features. Further study showed that high-risk tumors under this signature had higher TMB, fewer TME components and higher tumor purity. The tumors with high risk were not enriched in immune cell infiltration or immune process pathways, and high-risk patients had a poor response to immunotherapy. Moreover, 29 drugs such as sorafenib, dasatinib and paclitaxel were screened for high-risk HCC patients to improve their prognosis. The expression levels of the candidate lncRNAs in HCC tissue were significantly increased (except PCED1B-AS1). Conclusions: Our prognostic cuproptosis-related lncRNA signature was accurate and effective for predicting the prognosis of HCC. The immunotherapy was unsuitable for high-risk HCC patients with this signature.

8.
Transl Pediatr ; 12(5): 947-966, 2023 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-37305719

RESUMO

Background: Adamantinoma craniopharyngioma (ACP) is a non-malignant tumour of unknown pathogenesis that frequently occurs in children and has malignant potential. The main treatment options are currently surgical resection and radiotherapy. These treatments can lead to serious complications that greatly affect the overall survival and quality of life of patients. It is therefore important to use bioinformatics to explore the mechanisms of ACP development and progression and to identify new molecules. Methods: Sequencing data of ACP was downloaded from the comprehensive gene expression database for differentially expressed gene identification and visualized by Gene Ontology, Kyoto Gene, and gene set enrichment analyses (GSEAs). Weighted correlation network analysis was used to identify the genes most strongly associated with ACP. GSE94349 was used as the training set and five diagnostic markers were screened using machine learning algorithms to assess diagnostic accuracy using receiver operating characteristic (ROC) curves, while GSE68015 was used as the validation set for verification. Results: Type I cytoskeletal 15 (KRT15), Follicular dendritic cell secreted peptide (FDCSP), Rho-related GTP-binding protein RhoC (RHOC), Modulates negatively TGFB1 signaling in keratinocytes (CD109), and type II cytoskeletal 6A (KRT6A) (area under their receiver operating characteristic curves is 1 for both the training and validation sets), Nomograms constructed using these five markers can predict progression of ACP patients. Whereas ACP tissues with activated T-cell surface glycoprotein CD4, Gamma delta T cells, eosinophils and regulatory T cells were expressed at higher levels than in normal tissues, which may contribute to the pathogenesis of ACP. According to the analysis of the CellMiner database (Tumor cell and drug related database tools), high CD109 levels showed significant drug sensitivity to Dexrazoxane, which has the potential to be a therapeutic agent for ACP. Conclusions: Our findings extend understandings of the molecular immune mechanisms of ACP and suggest possible biomarkers for the targeted and precise treatment of ACP.

9.
Adv Healthc Mater ; 12(24): e2300571, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37236618

RESUMO

Acute liver failure (ALF) is a severe liver disease caused by many reasons. One of them is the overdosed acetaminophen (APAP), which is metabolized into N-acetyl-p-benzoquinone imine (NAPQI), an excessive toxic metabolite, by CYP2E1, resulting in excessive reactive oxygen species (ROS), exhausted glutathione (GSH), and thereafter hepatocyte necrosis. N-acetylcysteine is the Food and Drug Administration-approved drug for detoxification of APAP, but it has limited clinical application due to the short therapeutic time window and concentration-related adverse effects. In this study, a carrier-free and bilirubin dotted nanoparticle (B/BG@N) is developed, which is formed using bilirubin and 18ß-Glycyrrhetinic acid, and bovine serum albumin (BSA) is then adsorbed to mimic the in vivo behavior of the conjugated bilirubin for hitchhiking. The results demonstrate that B/BG@N can effectively reduce the production of NAPQI as well as exhibit antioxidant effects against intracellular oxidative stress via regulating the nuclear factor erythroid 2-related factor 2/heme oxygenase-1 signal axis and reducing the production of inflammatory factors. In vivo study shows that B/BG@N can effectively improve the clinical symptom of the mice model. This study suggests that B/BG@N own increases circulation half-life, improves accumulation in the liver, and dual detoxification, providing a promising strategy for clinical ALF treatment.


Assuntos
Acetaminofen , Falência Hepática Aguda , Animais , Camundongos , Acetaminofen/efeitos adversos , Acetaminofen/metabolismo , Citocromo P-450 CYP2E1/metabolismo , Citocromo P-450 CYP2E1/farmacologia , Espécies Reativas de Oxigênio/metabolismo , Biomimética , Fígado/metabolismo , Falência Hepática Aguda/tratamento farmacológico , Falência Hepática Aguda/induzido quimicamente , Falência Hepática Aguda/metabolismo , Glutationa/metabolismo , Bilirrubina/metabolismo , Bilirrubina/farmacologia
10.
Front Pharmacol ; 14: 1157200, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37007016

RESUMO

Introduction: The pathological progression of non-alcoholic fatty liver disease (NAFLD) is driven by multiple factors, and non-alcoholic steatohepatitis (NASH) represents its progressive form. In our previous studies, we found that bicyclol had beneficial effects on NAFLD/ NASH. Here we aim to investigate the underlying molecular mechanisms of the bicyclol effect on NAFLD/NASH induced by high-fat diet (HFD) feeding. Methods: A mice model of NAFLD/NASH induced by HFD-feeding for 8 weeks was used. As a pretreatment, bicyclol (200 mg/kg) was given to mice by oral gavage twice daily. Hematoxylin and eosin (H&E) stains were processed to evaluate hepatic steatosis, and hepatic fibrous hyperplasia was assessed by Masson staining. Biochemistry analyses were used to measure serum aminotransferase, serum lipids, and lipids in liver tissues. Proteomics and bioinformatics analyses were performed to identify the signaling pathways and target proteins. Data are available via Proteome X change with identifier PXD040233. The real-time RT-PCR and Western blot analyses were performed to verify the proteomics data. Results: Bicyclol had a markedly protective effect against NAFLD/NASH by suppressing the increase of serum aminotransferase, hepatic lipid accumulation and alleviating histopathological changes in liver tissues. Proteomics analyses showed that bicyclol remarkably restored major pathways related to immunological responses and metabolic processes altered by HFD feeding. Consistent with our previous results, bicyclol significantly inhibited inflammation and oxidative stress pathway related indexes (SAA1, GSTM1 and GSTA1). Furthermore, the beneficial effects of bicyclol were closely associated with the signaling pathways of bile acid metabolism (NPC1, SLCOLA4 and UGT1A1), cytochrome P450-mediated metabolism (CYP2C54, CYP3A11 and CYP3A25), biological processes such as metal ion metabolism (Ceruloplasmin and Metallothionein-1), angiogenesis (ALDH1A1) and immunological responses (IFI204 and IFIT3). Discussion: These findings suggested that bicyclol is a potential preventive agent for NAFLD/NASH by targeting multiple mechanisms in future clinical investigations.

11.
Plant Physiol ; 192(2): 1046-1062, 2023 05 31.
Artigo em Inglês | MEDLINE | ID: mdl-36932687

RESUMO

Secondary growth in woody plants generates new cells and tissues via the activity of the vascular cambium and drives the radial expansion of stems and roots. It is regulated by a series of endogenous factors, especially transcription factors. Here, we cloned the basic helix-loop-helix (bHLH) transcription factor gene UNFERTILIZED EMBRYO SAC12 (UNE12) from poplar (Populus alba × Populus glandulosa Uyeki) and used biochemical, molecular, and cytological assays to investigate the biological functions and regulatory mechanism of PagUNE12. PagUNE12 mainly localized in the nucleus and possessed transcriptional activation activity. It was widely expressed in vascular tissues, including primary phloem and xylem and secondary phloem and xylem. Poplar plants overexpressing PagUNE12 showed significantly reduced plant height, shorter internodes, and curled leaves compared with wild-type plants. Optical microscopy and transmission electron microscopy revealed that overexpressing PagUNE12 promoted secondary xylem development, with thicker secondary cell walls than wild-type poplar. Fourier transform infrared spectroscopy, confocal Raman microscopy, and 2D Heteronuclear Single Quantum Correlation analysis indicated that these plants also had increased lignin contents, with a lower relative abundance of syringyl lignin units and a higher relative abundance of guaiacyl lignin units. Therefore, overexpressing PagUNE12 promoted secondary xylem development and increased the lignin contents of secondary xylem in poplar, suggesting that this gene could be used to improve wood quality in the future.


Assuntos
Lignina , Populus , Lignina/metabolismo , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Populus/fisiologia , Xilema , Madeira/metabolismo , Plantas Geneticamente Modificadas/metabolismo , Regulação da Expressão Gênica de Plantas , Proteínas de Plantas/metabolismo , Parede Celular/metabolismo
12.
J Clin Lab Anal ; 36(12): e24793, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36447383

RESUMO

BACKGROUND: The intake of Gynura segetum, a traditional Chinese medicine, may be induce hepatic sinusoidal obstruction syndrome (HSOS). It has a high mortality rate based on the severity of the disease and the absence of therapeutic effectiveness. Therefore, the current study was designed to investigate the effects of bicyclol on HSOS induced by Gynura segetum and the potential molecular mechanisms. METHODS: Gynura segetum (30 g/kg) was administered for 4 weeks in the model group, while the bicyclol pretreatment group received bicyclol (200 mg/kg) administration. Serum alanine aminotransferase (ALT), aspartate aminotransferase (AST), cholesterol (CHO), triglyceride (TG), and liver histological assays were detected to assess HSOS. The gene expressions of cytochrome P450 (CYP450) isozymes were quantified by real-time PCR. Moreover, hepatocellular apoptosis was detected using the terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL) assay, then apoptosis and autophagy-related markers were determined using Western blot. RESULTS: As a result, bicyclol pretreatment is notably protected against Gynura segetum-induced HSOS, as observed by reducing serum ALT levels, inhibiting the reduction in CHO and TG levels, and alleviating the histopathological changes. Bicyclol pretreatment inhibited the changes in mRNA levels of CYP450 isozymes (including the increase in CYP2a5 and decrease in CYP2b10, 2c29, 2c37, 3a11, and 7b1). In addition, the upregulation of Bcl-2 and the downregulation of LC3-II/LC3-I proteins expression in HSOS were inhibited with bicyclol pretreatment. CONCLUSION: Bicyclol exerted a protective effect against HSOS induced by Gynura segetum, which could be attributed to the regulated expressions of CYP450 isozymes and alleviated the downregulation of autophagy.


Assuntos
Compostos de Bifenilo , Hepatopatia Veno-Oclusiva , Humanos , Colesterol , Hepatopatia Veno-Oclusiva/induzido quimicamente , Hepatopatia Veno-Oclusiva/tratamento farmacológico , Hepatopatia Veno-Oclusiva/metabolismo , Isoenzimas/metabolismo , Fígado/metabolismo , Compostos de Bifenilo/uso terapêutico , Família 2 do Citocromo P450/genética , Família 2 do Citocromo P450/metabolismo , Medicamentos de Ervas Chinesas/efeitos adversos
13.
Nature ; 610(7932): 547-554, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-36198790

RESUMO

Loss of Paneth cells and their antimicrobial granules compromises the intestinal epithelial barrier and is associated with Crohn's disease, a major type of inflammatory bowel disease1-7. Non-classical lymphoid cells, broadly referred to as intraepithelial lymphocytes (IELs), intercalate the intestinal epithelium8,9. This anatomical position has implicated them as first-line defenders in resistance to infections, but their role in inflammatory disease pathogenesis requires clarification. The identification of mediators that coordinate crosstalk between specific IEL and epithelial subsets could provide insight into intestinal barrier mechanisms in health and disease. Here we show that the subset of IELs that express γ and δ T cell receptor subunits (γδ IELs) promotes the viability of Paneth cells deficient in the Crohn's disease susceptibility gene ATG16L1. Using an ex vivo lymphocyte-epithelium co-culture system, we identified apoptosis inhibitor 5 (API5) as a Paneth cell-protective factor secreted by γδ IELs. In the Atg16l1-mutant mouse model, viral infection induced a loss of Paneth cells and enhanced susceptibility to intestinal injury by inhibiting the secretion of API5 from γδ IELs. Therapeutic administration of recombinant API5 protected Paneth cells in vivo in mice and ex vivo in human organoids with the ATG16L1 risk allele. Thus, we identify API5 as a protective γδ IEL effector that masks genetic susceptibility to Paneth cell death.


Assuntos
Proteínas Reguladoras de Apoptose , Doença de Crohn , Predisposição Genética para Doença , Linfócitos Intraepiteliais , Proteínas Nucleares , Celulas de Paneth , Animais , Humanos , Camundongos , Proteínas Reguladoras de Apoptose/metabolismo , Morte Celular , Doença de Crohn/genética , Doença de Crohn/metabolismo , Doença de Crohn/patologia , Predisposição Genética para Doença/genética , Mucosa Intestinal/patologia , Proteínas Nucleares/metabolismo , Celulas de Paneth/patologia , Receptores de Antígenos de Linfócitos T/imunologia , Receptores de Antígenos de Linfócitos T/metabolismo , Linfócitos Intraepiteliais/imunologia , Linfócitos Intraepiteliais/metabolismo , Sobrevivência Celular , Organoides , Alelos
14.
J Environ Public Health ; 2022: 2802089, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36089962

RESUMO

With the development of modern technology, a variety of values and social thoughts based on streaming media have caused a huge impact on the field of ideology and culture, and contemporary college students are deeply affected. Nowadays, college students are very prone to problems such as lack of empathy, distorted values, and weakening of life values. College students commit suicide, homicide, and other illegal and criminal incidents due to unhealthy psychological reasons. This paper abstracts the emotional cognitive ability of college students into a psychological resilience model and then analyzes it. It is concluded that the overall applicability of college students to emotional cognition education in the psychological classroom is not high. In order to change the overall low applicability of this situation, this paper pioneers the application of the Internet of Things (IoT) technology to the emotional cognitive education system of college students' psychological classrooms. Through the experiment, four results of the two psychological classroom models were obtained under different genders, different grades, different household registration types, and comprehensive conditions. The improved mode of combining the Internet of Things technology with emotional cognitive education can increase the applicability of college students to emotional cognitive education in the psychological classroom by about 6.97%. It helps to cultivate and educate the positive emotions of college students and promote the comprehensive and healthy development of college students.


Assuntos
Cognição , Estudantes , Feminino , Humanos , Masculino , Saúde Mental , Estudantes/psicologia
15.
PeerJ Comput Sci ; 8: e1057, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36092004

RESUMO

Most stock price predictive models merely rely on the target stock's historical information to forecast future prices, where the linkage effects between stocks are neglected. However, a group of prior studies has shown that the leverage of correlations between stocks could significantly improve the predictions. This article proposes a unified time-series relational multi-factor model (TRMF), which composes a self-generating relations (SGR) algorithm that can extract relational features automatically. In addition, the TRMF model integrates stock relations with other multiple dimensional features for the price prediction compared to extant works. Experimental validations are performed on the NYSE and NASDAQ data, where the model is compared with the popular methods such as attention Long Short-Term Memory network (Attn-LSTM), Support Vector Regression (SVR), and multi-factor framework (MF). Results show that compared with these extant methods, our model has a higher expected cumulative return rate and a lower risk of return volatility.

16.
Drug Dev Ind Pharm ; 48(6): 247-254, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35875932

RESUMO

BACKGROUND AND OBJECTIVE: Non-alcoholic fatty liver disease (NAFLD) is a manifestation of the metabolic syndrome in the liver, and non-alcoholic steatohepatitis (NASH) represents its advanced stage. Bicyclol has protective activity against NAFLD in mice; however, the effect of bicyclol on high-fat diet (HFD)-induced NASH and its underlying molecular mechanism remains unknown particularly anti-endoplasmic reticulum (ER) stress and autophagic machinery potentials. Therefore, the present study was performed to investigate the protective effect and underlying mechanisms of bicyclol action on NAFLD/NASH. METHODS: Mice were fed an HFD to induce NAFLD/NASH, and bicyclol was administered as a treatment. Biochemistry and histopathological assays were performed to evaluate the effects of bicyclol on NAFLD/NASH. Moreover, the levels of hepatic ER stress- and autophagy-related markers were determined by western blotting. RESULTS: The present results revealed that bicyclol exerted significant protective effects against HFD-induced NAFLD/NASH. This activity was evidenced by the decrease in elevated serum transaminase and hepatic triglyceride levels, and the attenuation of negative histopathological changes. Bicyclol considerably alleviated hepatic inflammation and apoptosis. The protein expression of ER stress-related markers, including C/EBP homologous protein (CHOP) and glucose-regulated protein 78 (GRP78), was downregulated by the bicyclol treatment in HFD-induced mice. However, the protein expression of autophagy-related markers (LC3 and Beclin 1) was upregulated by the treatment with bicyclol. CONCLUSION: Bicyclol protected HFD-induced NASH, and partly due to its ability of reducing ER stress and promoting autophagy.


Assuntos
Hepatopatia Gordurosa não Alcoólica , Animais , Autofagia , Compostos de Bifenilo , Dieta Hiperlipídica/efeitos adversos , Estresse do Retículo Endoplasmático , Fígado , Camundongos , Camundongos Endogâmicos C57BL , Hepatopatia Gordurosa não Alcoólica/tratamento farmacológico , Hepatopatia Gordurosa não Alcoólica/etiologia , Hepatopatia Gordurosa não Alcoólica/metabolismo
17.
Front Physiol ; 13: 904482, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35711319

RESUMO

Significant research progress has recently been made on establishing the roles of tps46 in rice defense. (E)-ß-farnesene (Eßf) is a major product of tps46 activity but its physiological functions and potential mechanisms against Chilo suppressalis have not yet been clarified. In the present study, C. suppressalis larvae were artificially fed a diet containing 0.8 g/kg Eßf and the physiological performance of the larvae was evaluated. In response to Eßf treatment, the average 2nd instar duration significantly increased from 4.78 d to 6.31 d while that of the 3rd instar significantly increased from 5.70 d to 8.00 d compared with the control. There were no significant differences between the control and Eßf-fed 4th and 5th instars in terms of their durations. The mortalities of the 2nd and 3rd Eßf-fed instars were 21.00-fold and 6.39-fold higher, respectively, than that of the control. A comparative transcriptome analysis revealed that multiple differentially expressed genes are involved in insect hormone biosynthesis. An insect hormone assay on the 3rd instars disclosed that Eßf disrupted the balance between the juvenile hormone and ecdysteroid levels. Eßf treatment increased the juvenile hormones titers but not those of the ecdysteroids. The qPCR results were consistent with those of the RNA-Seq. The foregoing findings suggested that Eßf impairs development and survival in C. suppressalis larvae by disrupting their hormone balance. Moreover, Eßf altered the pathways associated with carbohydrate and xenobiotic metabolism as well as those related to cofactors and vitamins in C. suppressalis larvae. The discoveries of this study may contribute to the development and implementation of an integrated control system for C. suppressalis infestations in rice.

18.
Acta Cir Bras ; 36(11): e361104, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35195181

RESUMO

PURPOSE: To investigate the underlying mechanism of hepatic sinusoidal obstruction syndrome (HSOS) induced by Gynura segetum by measuring autophagy in mouse models. METHODS: The model group was administered G. segetum (30 g/kg/d) by gavage, while the normal control group was administered an equal volume of saline daily for five weeks. Serum alanine aminotransferase (ALT), aspartate aminotransferase (AST), hepatic histopathological examinations, and Masson staining were performed to evaluate liver injury. Liver intercellular adhesion molecule-1 (ICAM-1) and P-selectin were evaluated by immunohistochemistry. Hepatocellular apoptosis was assessed using the terminal deoxynucleotidyl transferase dUTP nick-end labeling (TUNEL) assay. Protein expression levels of autophagy markers were measured using Western blot analysis. RESULTS: Gynura segetum was found to significantly induce liver injury compared with control mice, as evidenced by the increase of serum transaminases, a decrease in triglyceride levels, and histopathological changes in mice. Gynura segetum remarkably induced hepatocellular apoptosis and upregulated the expressions of ICAM-1 and P-selectin and also downregulated the protein expression levels of LC3, Atg12 and cytoplasmic polyadenylation element binding protein. CONCLUSIONS: Our results suggested that G. segetum induced liver injury with HSOS, and it was partly due to its ability to impair the autophagy pathway.


Assuntos
Medicamentos de Ervas Chinesas , Hepatopatia Veno-Oclusiva , Animais , Apoptose , Autofagia , Hepatopatia Veno-Oclusiva/induzido quimicamente , Hepatopatia Veno-Oclusiva/patologia , Fígado/patologia , Camundongos
19.
Autophagy Rep ; 1(1): 438-515, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-37425656

RESUMO

Autophagy is a highly conserved process that utilizes lysosomes to selectively degrade a variety of intracellular cargo, thus providing quality control over cellular components and maintaining cellular regulatory functions. Autophagy is triggered by multiple stimuli ranging from nutrient starvation to microbial infection. Autophagy extensively shapes and modulates the inflammatory response, the concerted action of immune cells, and secreted mediators aimed to eradicate a microbial infection or to heal sterile tissue damage. Here, we first review how autophagy affects innate immune signaling, cell-autonomous immune defense, and adaptive immunity. Then, we discuss the role of non-canonical autophagy in microbial infections and inflammation. Finally, we review how crosstalk between autophagy and inflammation influences infectious, metabolic, and autoimmune disorders.

20.
Life Sci ; 293: 119902, 2022 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-34487784

RESUMO

BACKGROUND: Psoriasis is a systemic chronic inflammatory skin disorder that was prone to recurrence. The RNA binding protein GNL3 has an important function in maintaining the proliferative ability of stem cells, and its overexpression leads to apoptosis. GNL3 is expressed in the epidermis, however, its regulatory mechanism in psoriasis vulgaris is still poorly understood. OBJECTIVE: To identify the role of GNL3 in the pathogenesis of psoriasis vulgaris. MATERIALS AND METHODS: RNA-seq was performed to obtain the data of genes' expression and splicing events in Hela cells after shGNL3 and shCtrl was transferred. High quality results of differentially expressed genes (DEGs) and alternative splicing events (ASEs) were further attained by quality control and analysis. Through the functional enrichment analysis of DEGs and ASEs, the regulating effect of GNL3 was discussed, and the hypothesis was further confirmed in HaCat cells and psoriasis lesions. RESULTS: The mRNA expression of IL23A in Hela cells was upregulated in GNL3 knockdown, and the ratio of ASE occurred in TNFAIP3 was increased. However, in HaCaT cells, the mRNA expression level of IL23A was downregulated in GNL3 knockdown, and the ratio of ASE of TNFAIP3 was decreased. Additionally, the results obtained in HaCaT cells was further validated in the lesional psoriatic skin. CONCLUSION: GNL3 takes an important part in the development of psoriasis vulgaris by regulating the IL23/IL17 axis, which may serve as the basis of effective targeted treatment in future.


Assuntos
Proteínas de Ligação ao GTP/metabolismo , Interleucina-17/metabolismo , Interleucina-23/metabolismo , Proteínas Nucleares/metabolismo , Psoríase/metabolismo , Proteínas de Ligação a RNA/metabolismo , RNA-Seq/métodos , Linhagem Celular Transformada , Proteínas de Ligação ao GTP/genética , Células HeLa , Humanos , Interleucina-17/genética , Interleucina-23/genética , Queratinócitos/metabolismo , Queratinócitos/patologia , Proteínas Nucleares/genética , Psoríase/genética , Psoríase/patologia , Proteínas de Ligação a RNA/genética
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