Journal of advanced research最新文献

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Extracellular vesicle-derived miR-146a as a novel crosstalk mechanism for high-fat induced atherosclerosis by targeting SMAD4. 细胞外囊泡衍生的 miR-146a 通过靶向 SMAD4 成为高脂诱导动脉粥样硬化的新型串联机制
Journal of advanced research Pub Date : 2024-08-08 DOI: 10.1016/j.jare.2024.08.012
Kefeng Zhai, Liangle Deng, Yuxuan Wu, Han Li, Jing Zhou, Ying Shi, Jianhu Jia, Wei Wang, Sihui Nian, Ghulam Jilany Khan, Hesham R El-Seedi, Hong Duan, Lili Li, Zhaojun Wei
{"title":"Extracellular vesicle-derived miR-146a as a novel crosstalk mechanism for high-fat induced atherosclerosis by targeting SMAD4.","authors":"Kefeng Zhai, Liangle Deng, Yuxuan Wu, Han Li, Jing Zhou, Ying Shi, Jianhu Jia, Wei Wang, Sihui Nian, Ghulam Jilany Khan, Hesham R El-Seedi, Hong Duan, Lili Li, Zhaojun Wei","doi":"10.1016/j.jare.2024.08.012","DOIUrl":"10.1016/j.jare.2024.08.012","url":null,"abstract":"<p><strong>Introduction: </strong>Exosome-miR-146a is significantly increased in patients with Atherosclerosis (AS), but its mechanism and effect on AS have not been fully elucidated.</p><p><strong>Objectives: </strong>To explore the change rule and mechanism of exosomes release, and the role and molecular mechanism of exosome-miR-146a in AS.</p><p><strong>Methods: </strong>We isolated and identified exosomes from THP-1 macrophages after treating them with ox-LDL. Then used co-immunoprecipitation and silver staining to identify the proteins involved in regulating exosome release. PKH67 was used to label exosomes to confirm that cells can absorb them, and then co-culture with HVSMCs for cell proliferation and migration detection. The target genes of miR-146a were screened and identified through bioinformatics and luciferase activity assay, and the expression of miR-146a and related proteins was detected through qRT-PCR and Western blot in HUVECs. An AS model in LDLR<sup>-/-</sup> mice induced by a high-fat diet was developed to investigate the impact of exosome-miR-146a on AS.</p><p><strong>Results: </strong>The results showed that experimental foam cells from AS showed higher expression of miR-146a. It was observed that NMMHC IIA and HSP70 interacted to regulate the release of exosomes. And HUVECs can absorb exosomes derived from macrophages. In addition, we also found that miR-146a directly targeted the SMAD4 gene to modulate the p38 MAPK signaling pathway, thereby mediating HUVECs damage. Furthermore, exosome-miR-146a induced abnormal proliferation and migration of HVSMCs. The expression of miR-146a was significantly reduced in miR-146a-mimics mice and increased in miR-146a inhibitor mice whereas the inhibition of miR-146a effectively reduced while increasing miR-146a worsened AS in mice.</p><p><strong>Conclusion: </strong>Our findings expressed the potential of miR-146a as a favorable therapeutic target for AS, however, further exploration is suggestive for deep understanding of the mechanisms regulating exosome-miR-146a release in vivo and to develop effective therapeutic strategies involving miR-146a.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141914915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
IRnet: Immunotherapy response prediction using pathway knowledge-informed graph neural network. IRnet:利用路径知识图神经网络预测免疫疗法反应。
Journal of advanced research Pub Date : 2024-08-07 DOI: 10.1016/j.jare.2024.07.036
Yuexu Jiang, Manish Sridhar Immadi, Duolin Wang, Shuai Zeng, Yen On Chan, Jing Zhou, Dong Xu, Trupti Joshi
{"title":"IRnet: Immunotherapy response prediction using pathway knowledge-informed graph neural network.","authors":"Yuexu Jiang, Manish Sridhar Immadi, Duolin Wang, Shuai Zeng, Yen On Chan, Jing Zhou, Dong Xu, Trupti Joshi","doi":"10.1016/j.jare.2024.07.036","DOIUrl":"10.1016/j.jare.2024.07.036","url":null,"abstract":"<p><strong>Introduction: </strong>Immune checkpoint inhibitors (ICIs) are potent and precise therapies for various cancer types, significantly improving survival rates in patients who respond positively to them. However, only a minority of patients benefit from ICI treatments.</p><p><strong>Objectives: </strong>Identifying ICI responders before treatment could greatly conserve medical resources, minimize potential drug side effects, and expedite the search for alternative therapies. Our goal is to introduce a novel deep-learning method to predict ICI treatment responses in cancer patients.</p><p><strong>Methods: </strong>The proposed deep-learning framework leverages graph neural network and biological pathway knowledge. We trained and tested our method using ICI-treated patients' data from several clinical trials covering melanoma, gastric cancer, and bladder cancer.</p><p><strong>Results: </strong>Our results demonstrate that this predictive model outperforms current state-of-the-art methods and tumor microenvironment-based predictors. Additionally, the model quantifies the importance of pathways, pathway interactions, and genes in its predictions. A web server for IRnet has been developed and deployed, providing broad accessibility to users at https://irnet.missouri.edu.</p><p><strong>Conclusion: </strong>IRnet is a competitive tool for predicting patient responses to immunotherapy, specifically ICIs. Its interpretability also offers valuable insights into the mechanisms underlying ICI treatments.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and construction of light-regulated gene transcription and protein translation systems in yeast P. Pastoris. 帕斯托瑞斯酵母中光调控基因转录和蛋白质翻译系统的设计与构建。
Journal of advanced research Pub Date : 2024-08-06 DOI: 10.1016/j.jare.2024.08.008
Siyu Zhang, Jiazhen Zhang, Ru Lin, Chaoyu Lu, Bohao Fang, Jiacheng Shi, Tianyi Jiang, Mian Zhou
{"title":"Design and construction of light-regulated gene transcription and protein translation systems in yeast P. Pastoris.","authors":"Siyu Zhang, Jiazhen Zhang, Ru Lin, Chaoyu Lu, Bohao Fang, Jiacheng Shi, Tianyi Jiang, Mian Zhou","doi":"10.1016/j.jare.2024.08.008","DOIUrl":"10.1016/j.jare.2024.08.008","url":null,"abstract":"<p><strong>Introduction: </strong>P. pastoris is a common host for effective biosynthesis of heterologous proteins as well as small molecules. Accurate regulation of gene transcription and protein synthesis is necessary to coordinate synthetic gene circuits and optimize cellular energy distribution. Traditional methanol or other inducible promoters, natural or engineered, have defects in either fermentation safety or expression capacity. The utilization of chemical inducers typically adds complexity to the product purification process, but there is no other well-controlled protein synthesis system than promoters yet.</p><p><strong>Objective: </strong>The study aimed to address the aforementioned challenges by constructing light-regulated gene transcription and protein translation systems with excellent expression capacity and light sensitivity.</p><p><strong>Methods: </strong>Trans-acting factors were designed by linking the N. crassa blue-light sensor WC-1 with the activation domain of endogenous transcription factors. Light inducible or repressive promoters were then constructed through chimeric design of cis-elements (light-responsive elements, LREs) and endogenous promoters. Various configurations of trans-acting factor/LRE pairs, along with different LRE positions and copy numbers were tested for optimal promoter performance. In addition to transcription, a light-repressive translation system was constructed through the \"rare codon brake\" design. Rare codons were deliberately utilized to serve as brakes during protein synthesis, which were switched on and off through the light-regulated changes in the expression of the corresponding pLRE-tRNA.</p><p><strong>Results: </strong>As demonstrated with GFP, the light-inducible promoter 4pLRE-cP<sub>AOX1</sub> was 70 % stronger than the constitutive promoter P<sub>GAP</sub>, with L/D ratio = 77. The light-repressive promoter P<sub>GAP</sub>-pLRE was strictly suppressed by light, with expression capacity comparable with P<sub>GAP</sub> in darkness. As for the light-repressive translation system, the \"triple brake\" design successfully eliminated leakage and achieved light repression on protein synthesis without any impact on mRNA expression.</p><p><strong>Conclusion: </strong>The newly designed light-regulated transcription and translation systems offer innovative tools that optimize the application of P. pastoris in biotechnology and synthetic biology.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141908711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impacts of parental genomic divergence in non-syntenic regions on cotton heterosis. 非同源区亲本基因组差异对棉花异质性的影响。
Journal of advanced research Pub Date : 2024-08-06 DOI: 10.1016/j.jare.2024.08.010
Chujun Huang, Yu Cheng, Yan Hu, Xuemei Zhang, Jinwen Chen, Ting Zhao, Zhanfeng Si, Yiwen Cao, Yiqian Li, Lei Fang, Xueying Guan, Tianzhen Zhang
{"title":"Impacts of parental genomic divergence in non-syntenic regions on cotton heterosis.","authors":"Chujun Huang, Yu Cheng, Yan Hu, Xuemei Zhang, Jinwen Chen, Ting Zhao, Zhanfeng Si, Yiwen Cao, Yiqian Li, Lei Fang, Xueying Guan, Tianzhen Zhang","doi":"10.1016/j.jare.2024.08.010","DOIUrl":"10.1016/j.jare.2024.08.010","url":null,"abstract":"<p><strong>Introduction: </strong>Heterosis has revolutionized crop breeding, enhancing global agricultural production. However, the mechanisms underlying heterosis remain obscure. Xiangzamian 2# (XZM2), a super hybrid upland cotton (Gossypium hirsutum L.) characterized by high-yield heterosis, has been developed and extensively planted in China.</p><p><strong>Objectives: </strong>We conducted a systematic analysis of CRI12 and J8891, two parents of XZM2. We aimed to reveal the precise genetic information and the role of non-syntenic divergence in shaping heterosis, laying a foundation for advancing understanding of heterosis.</p><p><strong>Methods: </strong>We de novo assembled high-quality genomes of CRI12 and J8891, and further uncovered abundant genetic variations and non-syntenic regions between the parents. Whole-genome comparison, association analysis, transcriptomic analysis and relative identity-by-descent (rIBD) estimation were conducted to identify structural variations (SVs) and introgressions within non-syntenic blocks and to analyze their impacts on promoting heterosis.</p><p><strong>Results: </strong>Parental genetic divergence increased in non-syntenic regions. Furthermore, these regions, accounting for only 16.71% of the total genome, contained more loci with significantly higher heterotic effects, far exceeding the syntenic background. SVs covered 97.26% of non-syntenic sequences and caused widespread gene expression differences in these regions, driving dynamic complementation of gene expression in the hybrid. A set of SVs were responsible for trait improvement and had positive effects on heterosis, contributing larger heritability than short variations. We characterized numerous parental-specific introgressions from G. barbadense. Specifically, a functional introgression segment within non-syntenic blocks introduced an elite haplotype, which significantly increased lint yield and enhanced heterosis.</p><p><strong>Conclusion: </strong>Our study clarified non-syntenic regions to harbor more loci with higher heterotic effects, revealed their importance in promoting heterosis and supported the crucial role of genetic complementation in heterosis. SVs and introgressions were identified as key factors responsible for non-syntenic divergence between the parents. They had important effects on gene expression and trait improvement, positively contributing to heterosis.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Short-chain fatty acid butyrate against TMAO activating endoplasmic-reticulum stress and PERK/IRE1-axis with reducing atrial arrhythmia. 短链脂肪酸丁酸盐对抗 TMAO 激活内质网应激和 PERK/IRE1 轴,减少心房心律失常。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.08.009
Tzu-Yu Cheng, Ting-Wei Lee, Shao-Jung Li, Ting-I Lee, Yao-Chang Chen, Yu-Hsun Kao, Satoshi Higa, Pao-Huan Chen, Yi-Jen Chen
{"title":"Short-chain fatty acid butyrate against TMAO activating endoplasmic-reticulum stress and PERK/IRE1-axis with reducing atrial arrhythmia.","authors":"Tzu-Yu Cheng, Ting-Wei Lee, Shao-Jung Li, Ting-I Lee, Yao-Chang Chen, Yu-Hsun Kao, Satoshi Higa, Pao-Huan Chen, Yi-Jen Chen","doi":"10.1016/j.jare.2024.08.009","DOIUrl":"10.1016/j.jare.2024.08.009","url":null,"abstract":"<p><strong>Introduction: </strong>The accumulation of microbiota-derived trimethylamine N-oxide (TMAO) in the atrium is linked to the development and progression of atrial arrhythmia. Butyrate, a major short-chain fatty acid, plays a crucial role in sustaining intestinal homeostasis and alleviating systemic inflammation, which may reduce atrial arrhythmogenesis.</p><p><strong>Objectives: </strong>This study explored the roles of butyrate in regulating TMAO-mediated atrial remodeling and arrhythmia.</p><p><strong>Methods: </strong>Whole-cell patch clamp experiments, Western blotting, and immunocytochemistry were used to analyze electrical activity and signaling, respectively, in TMAO-treated HL-1 atrial myocytes with or without sodium butyrate (SB) administration. Telemetry electrocardiographic recording and echocardiography and Masson's trichrome staining and immunohistochemistry were employed to examine atrial function and histopathology, respectively, in mice treated with TMAO with and without SB administration.</p><p><strong>Results: </strong>Compared with control cells, TMAO-treated HL-1 myocytes exhibited reduced action potential duration (APD), elevated sarcoplasmic reticulum (SR) calcium content, larger L-type calcium current (I<sub>Ca-L</sub>), increased Na<sup>+</sup>/Ca<sup>2+</sup> exchanger (NCX) current, and increased potassium current. However, the combination of SB and TMAO resulted in similar APD, SR calcium content, I<sub>Ca-L</sub>, transient outward potassium current (I<sub>to</sub>), and ultrarapid delayed rectifier potassium current (I<sub>Kur</sub>) compared with controls. Additionally, TMAO-treated HL-1 myocytes exhibited increased activation of endoplasmic reticulum (ER) stress signaling, along with increased PKR-like ER stress kinase (PERK)/IRE1α axis activation and expression of phospho-IP3R, NCX, and Kv1.5, compared with controls or HL-1 cells treated with the combination of TMAO and SB. TMAO-treated mice exhibited atrial ectopic beats, impaired atrial function, increased atrial fibrosis, and greater activation of ER stress signaling with PERK/IRE1α axis activation compared with controls and mice treated with TMAO combined with SB.</p><p><strong>Conclusion: </strong>TMAO administration led to PERK/IRE1α axis activation, which may increase atrial remodeling and arrhythmogenesis. SB treatment mitigated TMAO-elicited ER stress. This finding suggests that SB administration is a valuable strategy for treating TMAO-induced atrial arrhythmia.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Loss of Nup155 promotes high fructose-driven podocyte senescence by inhibiting INO80 mRNA nuclear export. Nup155 的缺失会抑制 INO80 mRNA 的核输出,从而促进高果糖驱动的荚膜衰老。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.08.007
Li Chen, Tangdi Xu, Zixuan Wang, Chengzhi Wang, Lei Fang, Lingdong Kong
{"title":"Loss of Nup155 promotes high fructose-driven podocyte senescence by inhibiting INO80 mRNA nuclear export.","authors":"Li Chen, Tangdi Xu, Zixuan Wang, Chengzhi Wang, Lei Fang, Lingdong Kong","doi":"10.1016/j.jare.2024.08.007","DOIUrl":"10.1016/j.jare.2024.08.007","url":null,"abstract":"<p><strong>Introduction: </strong>Podocyte senescence causes podocyte loss and glomerulopathy. Excessive fructose intake is a risk factor for podocyte injury. However, whether high fructose promotes podocyte senescence remains unknown.</p><p><strong>Objectives: </strong>To explore the pathological mechanism by which high fructose drives podocyte senescence and find natural compounds to alleviate podocyte senescence.</p><p><strong>Methods: </strong>Podocyte senescence was characterized with senescence-associated beta-galactosidase (SA-β-gal) staining, Western blot, real-time quantitative polymerase chain reaction (qRT-PCR), comet assay and immunofluorescence. Proteomics analysis was performed to identify differentially expressed proteins in high fructose-exposed podocytes. Podocyte nuclear pore complexes (NPCs) and foot processes were observed by transmission electron microscopy. The mRNA and protein levels of nucleoporin 155 (Nup155) and inositol requiring mutant 80 (INO80) were detected by qRT-PCR, Western blot and immunofluorescence. Virtual screening was conducted to find natural compounds that target Nup155.</p><p><strong>Results: </strong>High fructose increased SA-β-gal activity, protein level of p53, p21, p16 and phosphorylated histone H2AX (γ-H2AX), as well as mRNA expression of interleukin-1β (IL-1β), IL-6 and tumor necrosis factor α (TNF-α) in rat glomeruli and podocytes. Proteomic analysis unraveled a crucial molecule Nup155, which was decreased in high fructose-induced podocyte senescence. Meanwhile, the number of podocyte NPCs was also decreased in vivo and in vitro. Consistently, high fructose suppressed nuclear export of INO80 mRNA, thereby down-regulated INO80 protein expression in podocyte senescence. Deletion of Nup155 inhibited INO80 mRNA nuclear export to induce podocyte senescence, whereas overexpression of Nup155 or INO80 alleviated high fructose-induced podocyte senescence. Ferulic acid was found to up-regulate Nup155 by both direct binding to stabilize Nup155 protein and enhancing its transcription, to promote INO80 mRNA nuclear export in the mitigation of high fructose-caused podocyte senescence.</p><p><strong>Conclusion: </strong>High fructose induces podocyte senescence by decreasing Nup155 to inhibit INO80 mRNA nuclear export. Ferulic acid targeting Nup155 may be a potential strategy to prevent high fructose-induced podocyte senescence.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Insights of immune cell heterogeneity, tumor-initiated subtype transformation, drug resistance, treatment and detecting technologies in glioma microenvironment. 深入了解胶质瘤微环境中的免疫细胞异质性、肿瘤引发的亚型转化、耐药性、治疗和检测技术。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.07.033
Tongzheng Chen, Wenbin Ma, Xin Wang, Qile Ye, Xintong Hou, Yiwei Wang, Chuanlu Jiang, Xiangqi Meng, Ying Sun, Jinquan Cai
{"title":"Insights of immune cell heterogeneity, tumor-initiated subtype transformation, drug resistance, treatment and detecting technologies in glioma microenvironment.","authors":"Tongzheng Chen, Wenbin Ma, Xin Wang, Qile Ye, Xintong Hou, Yiwei Wang, Chuanlu Jiang, Xiangqi Meng, Ying Sun, Jinquan Cai","doi":"10.1016/j.jare.2024.07.033","DOIUrl":"10.1016/j.jare.2024.07.033","url":null,"abstract":"<p><strong>Background: </strong>With the gradual understanding of glioma development and the immune microenvironment, many immune cells have been discovered. Despite the growing comprehension of immune cell functions and the clinical application of immunotherapy, the precise roles and characteristics of immune cell subtypes, how glioma induces subtype transformation of immune cells and its impact on glioma progression have yet to be understood.</p><p><strong>Aim of the review: </strong>In this review, we comprehensively center on the four major immune cells within the glioma microenvironment, particularly neutrophils, macrophages, lymphocytes, myeloid-derived suppressor cells (MDSCs), and other significant immune cells. We discuss (1) immune cell subtype markers, (2) glioma-induced immune cell subtype transformation, (3) the mechanisms of each subtype influencing chemotherapy resistance, (4) therapies targeting immune cells, and (5) immune cell-associated single-cell sequencing. Eventually, we identified the characteristics of immune cell subtypes in glioma, comprehensively summarized the exact mechanism of glioma-induced immune cell subtype transformation, and concluded the progress of single-cell sequencing in exploring immune cell subtypes in glioma.</p><p><strong>Key scientific concepts of review: </strong>In conclusion, we have analyzed the mechanism of chemotherapy resistance detailly, and have discovered prospective immunotherapy targets, excavating the potential of novel immunotherapies approach that synergistically combines radiotherapy, chemotherapy, and surgery, thereby paving the way for improved immunotherapeutic strategies against glioma and enhanced patient outcomes.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DeepB3P: A transformer-based model for identifying blood-brain barrier penetrating peptides with data augmentation using feedback GAN. DeepB3P:基于转换器的血脑屏障穿透肽识别模型,使用反馈 GAN 进行数据扩增。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.08.002
Qiang Tang, Wei Chen
{"title":"DeepB<sup>3</sup>P: A transformer-based model for identifying blood-brain barrier penetrating peptides with data augmentation using feedback GAN.","authors":"Qiang Tang, Wei Chen","doi":"10.1016/j.jare.2024.08.002","DOIUrl":"https://doi.org/10.1016/j.jare.2024.08.002","url":null,"abstract":"<p><strong>Introduction: </strong>The blood-brain barrier (BBB) serves as a critical structural barrier and impedes the entry of most neurotherapeutic drugs into the brain. This poses substantial challenges for central nervous system (CNS) drug development, as there is a lack of efficient drug delivery technologies to overcome this obstacle. BBB penetrating peptides (BBBPs) hold promise in overcoming the BBB and facilitating the delivery of drug molecules to the brain. Therefore, precise identification of BBBPs has become a crucial step in CNS drug development. However, most computational methods are designed based on conventional models that inadequately capture the intricate interaction between BBBPs and the BBB. Moreover, the performance of these methods was further hampered by unbalanced datasets.</p><p><strong>Objectives: </strong>This study addresses the problem of unbalanced datasets in BBBP prediction and proposes a powerful predictor for efficiently and accurately identifying BBBPs, as well as generating analogous BBBPs.</p><p><strong>Methods: </strong>A transformer-based deep learning model, DeepB<sup>3</sup>P, was proposed for predicting BBBP. The feedback generative adversarial network (FBGAN) model was employed to effectively generate analogous BBBPs, addressing data imbalance.</p><p><strong>Results: </strong>The FBGAN model possesses the ability to generate novel BBBP-like peptides, effectively mitigating the data imbalance in BBBP prediction. Extensive experiments on benchmarking datasets demonstrated that DeepB<sup>3</sup>P outperforms other BBBP prediction models by approximately 9.09%, 4.55% and 9.41% in terms of specificity, accuracy, and Matthew's correlation coefficient, respectively. For accelerating the progress in BBBP identification and CNS drug design, the proposed DeepB<sup>3</sup>P was implemented as a webserver, which is accessible at http://cbcb.cdutcm.edu.cn/deepb3p/.</p><p><strong>Conclusion: </strong>The interpretable analyses provided by DeepB<sup>3</sup>P offer valuable insights and enhance downstream analyses for BBBP identification. Moreover, the BBBP-like peptides generated by FBGAN hold potential as candidates for CNS drug development.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903954","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fluoride induces hepatointestinal damage and vitamin B2 mitigation by regulating IL-17A and Bifidobacterium in ileum. 氟通过调节回肠中的IL-17A和双歧杆菌诱导肝肠损伤和维生素B2缓解。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.07.034
Chen Liang, Cuicui Zhuang, Chenkai Cheng, Jian Bai, Yue Wu, Xiang Li, Jie Yang, Bohui Li, Weixiang Fu, Qianlong Zhu, Jiawei Lv, Yanjia Tan, Ram Kumar Manthari, Yangfei Zhao, Jundong Wang, Jianhai Zhang
{"title":"Fluoride induces hepatointestinal damage and vitamin B<sub>2</sub> mitigation by regulating IL-17A and Bifidobacterium in ileum.","authors":"Chen Liang, Cuicui Zhuang, Chenkai Cheng, Jian Bai, Yue Wu, Xiang Li, Jie Yang, Bohui Li, Weixiang Fu, Qianlong Zhu, Jiawei Lv, Yanjia Tan, Ram Kumar Manthari, Yangfei Zhao, Jundong Wang, Jianhai Zhang","doi":"10.1016/j.jare.2024.07.034","DOIUrl":"10.1016/j.jare.2024.07.034","url":null,"abstract":"<p><strong>Introduction: </strong>Fluorosis is a global public health disease affecting more than 50 countries and 500 million people. Excessive fluoride damages the liver and intestines, yet the mechanisms and therapeutic approaches remain unclear.</p><p><strong>Objectives: </strong>To explore the mechanisms by which fluoride-induced intestinal-hepatic damage and vitamin B<sub>2</sub> alleviation.</p><p><strong>Methods: </strong>Fluoride and/or vitamin B<sub>2</sub>-treated IL-17A knockout and wild-type mouse models were established, the morphological and functional changes of liver and gut, total bile acid biosynthesis, metabolism, transport, and regulation of FXR-FGF15 signaling pathways were evaluated, the ileal microbiome was further analyzed by 16S rDNA sequence. Finally, Bifidobacterium supplementation mouse model was designed and re-examined the above indicators.</p><p><strong>Results: </strong>The results demonstrated that fluoride induced hepatointestinal injury and enterohepatic circulation disorder by altering the synthesis, transporters, and FXR-FGF15 pathway regulation of total bile acid. Importantly, the ileum was found to be the most sensitive and fluoride changed ileal microbiome particularly by reducing abundance of Bifidobacterium. While vitamin B<sub>2</sub> supplementation attenuated fluoride-induced enterohepatic circulation dysfunction through IL-17A and ileal microbiome, Bifidobacterium supplementation also reversed fluoride-induced hepatointestinal injury.</p><p><strong>Conclusion: </strong>Fluoride induces morphological and functional impairment of liver and gut tissues, as well as enterohepatic circulation disorder by altering total bile acid (TBA) synthesis, transporters, and FXR-FGF15 signaling regulation. Vitamin B2 attenuated fluoride-induced enterohepatic circulation disorder through IL-17A knockout and ileal microbiome regulation. The ileum was found to be the most sensitive to fluoride, leading to changes in ileal microbiome, particularly the reduction of Bifidobacterium. Furthermore, Bifidobacterium supplementation reversed fluoride-induced hepatointestinal injury. This study not only elucidates a novel mechanism by which fluoride causes hepatointestinal toxicity, but also provides a new physiological function of vitamin B<sub>2</sub>, which will be useful in the therapy of fluorosis and other hepatoenterological diseases.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Histone deacetylases facilitate Th17-cell differentiation and pathogenicity in autoimmune uveitis via CDK6/ID2 axis. 组蛋白去乙酰化酶通过 CDK6/ID2 轴促进自身免疫性葡萄膜炎中 Th17 细胞的分化和致病性。
Journal of advanced research Pub Date : 2024-08-05 DOI: 10.1016/j.jare.2024.07.029
Chun Zhang, Xiuxing Liu, Chenyang Gu, Yuhan Su, Jianjie Lv, Yidan Liu, Yuehan Gao, Hui Chen, Nanwei Xu, Jing Xiao, Zhuping Xu, Wenru Su
{"title":"Histone deacetylases facilitate Th17-cell differentiation and pathogenicity in autoimmune uveitis via CDK6/ID2 axis.","authors":"Chun Zhang, Xiuxing Liu, Chenyang Gu, Yuhan Su, Jianjie Lv, Yidan Liu, Yuehan Gao, Hui Chen, Nanwei Xu, Jing Xiao, Zhuping Xu, Wenru Su","doi":"10.1016/j.jare.2024.07.029","DOIUrl":"https://doi.org/10.1016/j.jare.2024.07.029","url":null,"abstract":"<p><strong>Introduction: </strong>Autoimmune uveitis (AU) is a prevalent ocular autoimmune disease leading to significant visual impairment. However, underlying pathogenesis of AU required to develop more efficient therapy remain unclear.</p><p><strong>Methods: </strong>We isolated peripheral blood mononuclear cells (PBMCs) from AU patients and performed single-cell RNA sequencing (scRNA-seq). Besides, experimental autoimmune uveitis (EAU) model was established and treated with histone deacetylase inhibitor (HDACi) Belinostat or vehicle. We extracted immune cells from Blank, EAU, and HDACi-treated EAU mice and used scRNA-seq, flow cytometry, siRNA, specific inhibitors, and adoptive transfer experiments to explore the role of HDACs and its downstream potential molecular mechanisms in the immune response of EAU and AU.</p><p><strong>Results: </strong>We found highly expressed histone deacetylases (HDACs) family in AU patients and identified it as a key factor related to CD4<sup>+</sup> effector T cell differentiation in the pathogenesis of AU. Our further studies showed that targeted inhibition of HDACs effectively alleviated EAU, restored its Th17/Treg balance, and reduced inflammatory gene expression, especially in CD4<sup>+</sup> T cells. Post-HDACs inhibition, Treg proportions increased with enhanced immunomodulatory effects. Importantly, HDACs exhibited a positive promoting role on Th17 cells. Based on scRNA-seq screening and application of knock-down siRNAs and specific inhibitors in vitro and vivo, we identified CDK6 as a key downstream molecule regulated by HDAC1/3/6 through acetyl-histone H3/p53/p21 axis, which is involved in Th17 pathogenicity and EAU development. Additionally, HDACs-regulated CDK6 formed a positive loop with ID2, inducing PIM1 upregulation, promoting Th17 cell differentiation and pathogenicity, and correlates with AU progression.</p><p><strong>Conclusion: </strong>Based on the screening of clinical samples and downstream molecular functional validation experiments, we revealed a driving role for HDACs and the HDACs-regulated CDK6/ID2 axis in Th17 cell differentiation and pathogenicity in AU, proposing a promising therapeutic strategy.</p>","PeriodicalId":94063,"journal":{"name":"Journal of advanced research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141899248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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