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GSRF-DTI: a framework for drug-target interaction prediction based on a drug-target pair network and representation learning on a large graph. GSRF-DTI:基于药物-靶标配对网络和大型图谱表征学习的药物-靶标相互作用预测框架。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-18 DOI: 10.1186/s12915-024-01949-3
Yongdi Zhu, Chunhui Ning, Naiqian Zhang, Mingyi Wang, Yusen Zhang

Background: Identification of potential drug-target interactions (DTIs) with high accuracy is a key step in drug discovery and repositioning, especially concerning specific drug targets. Traditional experimental methods for identifying the DTIs are arduous, time-intensive, and financially burdensome. In addition, robust computational methods have been developed for predicting the DTIs and are widely applied in drug discovery research. However, advancing more precise algorithms for predicting DTIs is essential to meet the stringent standards demanded by drug discovery.

Results: We proposed a novel method called GSRF-DTI, which integrates networks with a deep learning algorithm to identify DTIs. Firstly, GSRF-DTI learned the embedding representation of drugs and targets by integrating multiple drug association information and target association information, respectively. Then, GSRF-DTI considered the influence of drug-target pair (DTP) association on DTI prediction to construct a drug-target pair network (DTP-NET). Next, we utilized GraphSAGE on DTP-NET to learn the potential features of the network and applied random forest (RF) to predict the DTIs. Furthermore, we conducted ablation experiments to validate the necessity of integrating different types of network features for identifying DTIs. It is worth noting that GSRF-DTI proposed three novel DTIs.

Conclusions: GSRF-DTI not only considered the influence of the interaction relationship between drug and target but also considered the impact of DTP association relationship on DTI prediction. We initially use GraphSAGE to aggregate the neighbor information of nodes for better identification. Experimental analysis on Luo's dataset and the newly constructed dataset revealed that the GSRF-DTI framework outperformed several state-of-the-art methods significantly.

背景:高精度鉴定潜在的药物靶点相互作用(DTIs)是药物发现和重新定位的关键步骤,尤其是针对特定药物靶点。鉴定 DTIs 的传统实验方法既费时又费力,而且经济负担很重。此外,用于预测 DTIs 的强大计算方法已经开发出来,并广泛应用于药物发现研究。然而,要达到药物发现所要求的严格标准,推进更精确的 DTIs 预测算法至关重要:我们提出了一种名为 GSRF-DTI 的新方法,该方法将网络与深度学习算法相结合来识别 DTI。首先,GSRF-DTI 通过整合多种药物关联信息和靶点关联信息,分别学习药物和靶点的嵌入表征。然后,GSRF-DTI 考虑了药物-靶标配对(DTP)关联对 DTI 预测的影响,构建了药物-靶标配对网络(DTP-NET)。接着,我们在 DTP-NET 上使用 GraphSAGE 学习网络的潜在特征,并应用随机森林(RF)预测 DTI。此外,我们还进行了消融实验,以验证整合不同类型的网络特征来识别 DTI 的必要性。值得注意的是,GSRF-DTI 提出了三种新型 DTI:GSRF-DTI不仅考虑了药物与靶点之间相互作用关系的影响,还考虑了DTP关联关系对DTI预测的影响。我们最初使用 GraphSAGE 聚合节点的邻居信息,以便更好地进行识别。在罗氏数据集和新构建的数据集上进行的实验分析表明,GSRF-DTI 框架的性能明显优于几种最先进的方法。
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引用次数: 0
Endosomal protein DENND10/FAM45A integrates extracellular vesicle release with cancer cell migration 内体蛋白DENND10/FAM45A将细胞外囊泡释放与癌细胞迁移结合在一起
IF 5.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-10 DOI: 10.1186/s12915-024-01948-4
Shenqing Sun, Qian Li, Ganggang Liu, Xiaoheng Huang, Aiqing Li, Haoran Guo, Lijuan Qi, Jie Zhang, Jianrui Song, Xiong Su, Yanling Zhang
Mounting evidence shows that tumor-derived extracellular vesicles (EVs) are critical constituents in the tumor microenvironment. The composition and function of EVs often change during cancer progression. However, it remains less clear how cancer cells modulate their own EV biogenesis to promote tumor development. The release of EVs is closely linked to the endolysosome system residing within the cell. The current study aims to decipher the role of endosomal protein DENND10 in cancer development. Bioinformatics data mining showed that DENND10 expression is significantly associated with poor prognosis in multiple cancer types and up-regulated in metastatic breast cancer cell lines. DENND10 knockout (DENND10-KO) in breast cancer cells led to defective EV biogenesis due to impaired endolysosomal trafficking. Intriguingly, DENND10-KO cells exhibited reductions in cell spreading, migration, invasion, and metastatic potential in vivo. These deficiencies in cell motility were associated with compromised cytoskeleton organization. Importantly, wild-type conditioned medium or EVs restored the migratory ability and cytoskeletal organization of DENND10-KO cells. Global proteomic profiling revealed that DENND10 depletion led to a distinct EV compositional landscape with remodeled profiles of extracellular matrix (ECM) and adhesion molecules. Consistently, exogenous application of ECM molecules rescued the spreading and migration of DENND10-KO cells. In summary, our study unveiled DENND10 as an intrinsic regulator of cell migration that modifies the tumor microenvironment through autocrine EV release, which could be exploited for developing targeted therapies for tumor metastasis.
越来越多的证据表明,肿瘤衍生的细胞外囊泡(EVs)是肿瘤微环境的重要组成部分。在癌症发展过程中,EVs 的组成和功能经常会发生变化。然而,目前仍不太清楚癌细胞如何调节自身的EV生物生成以促进肿瘤的发展。EVs 的释放与细胞内的内溶酶体系统密切相关。目前的研究旨在破译内质体蛋白DENND10在癌症发展中的作用。生物信息学数据挖掘显示,DENND10的表达与多种癌症类型的不良预后显著相关,并在转移性乳腺癌细胞系中上调。在乳腺癌细胞中敲除DENND10(DENND10-KO)会导致内溶酶体转运受损,从而导致EV生物生成缺陷。耐人寻味的是,DENND10-KO 细胞在体内表现出细胞扩散、迁移、侵袭和转移潜力的降低。细胞运动的这些缺陷与细胞骨架组织受损有关。重要的是,野生型条件培养基或EV可恢复DENND10-KO细胞的迁移能力和细胞骨架组织。全局蛋白质组分析表明,DENND10耗竭导致了不同的EV组成景观,细胞外基质(ECM)和粘附分子的轮廓发生了重塑。同样,外源应用ECM分子可挽救DENND10-KO细胞的扩散和迁移。总之,我们的研究揭示了DENND10是细胞迁移的内在调控因子,它通过自分泌EV释放改变肿瘤微环境,可用于开发肿瘤转移的靶向疗法。
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引用次数: 0
AtSNU13 modulates pre-mRNA splicing of RBOHD and ALD1 to regulate plant immunity. AtSNU13 可调节 RBOHD 和 ALD1 的前核糖核酸剪接,从而调控植物免疫。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-10 DOI: 10.1186/s12915-024-01951-9
Yanke Jiang, Yingzhe Yue, Chongchong Lu, Muhammad Zunair Latif, Haifeng Liu, Zhaoxu Wang, Ziyi Yin, Yang Li, Xinhua Ding

Pre-mRNA splicing is a significant step for post-transcriptional modifications and functions in a wide range of physiological processes in plants. Human NHP2L binds to U4 snRNA during spliceosome assembly; it is involved in RNA splicing and mediates the development of human tumors. However, no ortholog has yet been identified in plants. Therefore, we report At4g12600 encoding the ortholog NHP2L protein, and AtSNU13 associates with the component of the spliceosome complex; the atsnu13 mutant showed compromised resistance in disease resistance, indicating that AtSNU13 is a positive regulator of plant immunity. Compared to wild-type plants, the atsnu13 mutation resulted in altered splicing patterns for defense-related genes and decreased expression of defense-related genes, such as RBOHD and ALD1. Further investigation shows that AtSNU13 promotes the interaction between U4/U6.U5 tri-snRNP-specific 27 K and the motif in target mRNAs to regulate the RNA splicing. Our study highlights the role of AtSNU13 in regulating plant immunity by affecting the pre-mRNA splicing of defense-related genes.

前 mRNA 剪接是转录后修饰的一个重要步骤,在植物的多种生理过程中发挥着作用。人类 NHP2L 在剪接体组装过程中与 U4 snRNA 结合;它参与 RNA 剪接并介导人类肿瘤的发生。然而,在植物中尚未发现同源物。因此,我们报道了编码直向同源物 NHP2L 蛋白的 At4g12600,以及 AtSNU13 与剪接体复合物组分的关联;atsnu13 突变体在抗病性方面表现出了妥协性,表明 AtSNU13 是植物免疫的正向调节因子。与野生型植物相比,atsnu13突变导致防御相关基因的剪接模式发生改变,RBOHD和ALD1等防御相关基因的表达量减少。进一步的研究表明,AtSNU13能促进U4/U6.U5三nRNP特异性27 K与目标mRNA中的motif相互作用,从而调控RNA的剪接。我们的研究强调了 AtSNU13 通过影响防御相关基因的前 mRNA 剪接在调节植物免疫中的作用。
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引用次数: 0
Author Correction: PCYT1A deficiency disturbs fatty acid metabolism and induces ferroptosis in the mouse retina 作者更正:PCYT1A 缺乏会扰乱小鼠视网膜的脂肪酸代谢并诱导铁变态反应
IF 5.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-10 DOI: 10.1186/s12915-024-01954-6
Kaifang Wang, Huijuan Xu, Rong Zou, Guangqun Zeng, Ye Yuan, Xianjun Zhu, Xiaohui Zhao, Jie Li, Lin Zhang

Author Correction: BMC Biology 22, 134 (2024)

https://doi.org/10.1186/s12915-024-01932-y


The original article [1] mistakenly attributes co-author, Xiaohui Zhao to affiliation #3; Xioahui Zhao should instead be affiliated to affiliation #2.

  1. Wang K, et al. PCYT1A deficiency disturbs fatty acid metabolism and induces ferroptosis in the mouse retina. BMC Biol. 2024;22:134. https://doi.org/10.1186/s12915-024-01932-y.

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Authors and Affiliations

  1. The Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, School of Medicine, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, Sichuan, China

    Kaifang Wang, Huijuan Xu, Rong Zou, Xianjun Zhu, Jie Li & Lin Zhang

  2. Qinghai Provincial Key Laboratory of Tibetan Medicine Research, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, 810008, Qinghai, China

    Huijuan Xu, Xianjun Zhu, Xiaohui Zhao & Lin Zhang

  3. The People’s Hospital of Pengzhou, Chengdu, 611930, Sichuan, China

    Guangqun Zeng

  4. Medical Center Hospital of Qionglai City, Chengdu, 611530, Sichuan, China

    Ye Yuan

  5. Research Unit for Blindness Prevention of Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, Chengdu, 610072, Sichuan, China

    Xianjun Zhu & Lin Zhang

  6. Department of Ophthalmology, School of Medicine, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, Sichuan, China

    Jie Li

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  1. Kaifang WangView author publications

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  2. Huijuan XuView author publications

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  3. Rong ZouView author publications

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  4. Guangqun ZengView author publications

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作者更正:BMC Biology 22, 134 (2024)https://doi.org/10.1186/s12915-024-01932-yThe 原文[1]误将合著者赵晓辉归属于3号单位;赵晓辉应归属于2号单位。Wang K, et al. PCYT1A deficiency disturbs fatty acid metabolism and induces ferroptosis in the mouse retina.BMC Biol. 2024;22:134. https://doi.org/10.1186/s12915-024-01932-y.文章 CAS PubMed PubMed Central Google Scholar 下载参考文献作者及单位电子科技大学四川省人民医院医学院医学遗传学中心人类疾病基因研究四川省重点实验室,四川成都610072王开芳,徐慧娟,邹蓉,朱先军,李杰&;张琳 中国科学院西北高原生物研究所藏医药研究省级重点实验室,青海,西宁,810008 徐慧娟,朱贤军,赵晓辉 &;张林 四川省成都市彭州市人民医院 四川,611930 曾广群 四川省成都市邛崃市医学中心医院 四川,611530 袁晔 四川省医学科学院、四川省人民医院中国医学科学院防盲研究室(2019RU026) 四川,610072 朱贤君 &;张琳电子科技大学医学院、四川省人民医院眼科,四川成都,610072ChinaJie Li作者:王开芳查看作者发表论文您也可以在PubMed Google Scholar中搜索该作者徐慧娟查看作者发表论文您也可以在PubMed Google Scholar中搜索该作者邹蓉查看作者发表论文您也可以在PubMed Google Scholar中搜索该作者曾广群查看作者发表论文您也可以在PubMed Google Scholar中搜索该作者袁晔查看作者发表论文您也可以在PubMed Google Scholar中搜索该作者您也可以在PubMed Google Scholar中搜索该作者朱向军查看作者发表的论文您也可以在PubMed Google Scholar中搜索该作者赵晓辉查看作者发表的论文您也可以在PubMed Google Scholar中搜索该作者李杰查看作者发表的论文您也可以在PubMed Google Scholar中搜索该作者张林查看作者发表的论文您也可以在PubMed Google Scholar中搜索该作者通讯作者:赵晓辉、李杰 或 张琳开放存取 本文采用知识共享署名 4.0 国际许可协议进行许可,该协议允许以任何媒介或格式使用、共享、改编、分发和复制本文,但需注明原作者和出处,提供知识共享许可协议的链接,并说明是否进行了修改。本文中的图片或其他第三方材料均包含在文章的知识共享许可协议中,除非在材料的署名栏中另有说明。如果材料未包含在文章的知识共享许可协议中,且您打算使用的材料不符合法律规定或超出许可使用范围,您需要直接从版权所有者处获得许可。如需查看该许可的副本,请访问 http://creativecommons.org/licenses/by/4.0/。除非在数据的信用行中另有说明,否则创作共用公共领域专用免责声明 (http://creativecommons.org/publicdomain/zero/1.0/) 适用于本文提供的数据。转载与许可引用本文Wang, K., Xu, H., Zou, R. et al. Author Correction:PCYT1A 缺乏会干扰小鼠视网膜的脂肪酸代谢并诱导铁变态反应。BMC Biol 22, 155 (2024). https://doi.org/10.1186/s12915-024-01954-6Download citationPublished: 10 July 2024DOI: https://doi.org/10.1186/s12915-024-01954-6Share this articleAnyone you share the following link with will be able to read this content:Get shareable linkSorry, a shareable link is not currently available for this article.Copy to clipboard Provided by the Springer Nature SharedIt content-sharing initiative
{"title":"Author Correction: PCYT1A deficiency disturbs fatty acid metabolism and induces ferroptosis in the mouse retina","authors":"Kaifang Wang, Huijuan Xu, Rong Zou, Guangqun Zeng, Ye Yuan, Xianjun Zhu, Xiaohui Zhao, Jie Li, Lin Zhang","doi":"10.1186/s12915-024-01954-6","DOIUrl":"https://doi.org/10.1186/s12915-024-01954-6","url":null,"abstract":"<p><b>Author Correction: BMC Biology 22, 134 (2024)</b></p><p><b>https://doi.org/10.1186/s12915-024-01932-y</b></p><br/><p>The original article [1] mistakenly attributes co-author, Xiaohui Zhao to affiliation #3; Xioahui Zhao should instead be affiliated to affiliation #2.</p><ol data-track-component=\"outbound reference\" data-track-context=\"references section\"><li data-counter=\"1.\"><p>Wang K, et al. PCYT1A deficiency disturbs fatty acid metabolism and induces ferroptosis in the mouse retina. BMC Biol. 2024;22:134. https://doi.org/10.1186/s12915-024-01932-y.</p><p>Article CAS PubMed PubMed Central Google Scholar </p></li></ol><p>Download references<svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" role=\"img\" width=\"16\"><use xlink:href=\"#icon-eds-i-download-medium\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"></use></svg></p><h3>Authors and Affiliations</h3><ol><li><p>The Sichuan Provincial Key Laboratory for Human Disease Gene Study, Center for Medical Genetics, School of Medicine, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, Sichuan, China</p><p>Kaifang Wang, Huijuan Xu, Rong Zou, Xianjun Zhu, Jie Li &amp; Lin Zhang</p></li><li><p>Qinghai Provincial Key Laboratory of Tibetan Medicine Research, Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Xining, 810008, Qinghai, China</p><p>Huijuan Xu, Xianjun Zhu, Xiaohui Zhao &amp; Lin Zhang</p></li><li><p>The People’s Hospital of Pengzhou, Chengdu, 611930, Sichuan, China</p><p>Guangqun Zeng</p></li><li><p>Medical Center Hospital of Qionglai City, Chengdu, 611530, Sichuan, China</p><p>Ye Yuan</p></li><li><p>Research Unit for Blindness Prevention of Chinese Academy of Medical Sciences (2019RU026), Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, Chengdu, 610072, Sichuan, China</p><p>Xianjun Zhu &amp; Lin Zhang</p></li><li><p>Department of Ophthalmology, School of Medicine, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, Sichuan, China</p><p>Jie Li</p></li></ol><span>Authors</span><ol><li><span>Kaifang Wang</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Huijuan Xu</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Rong Zou</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Guangqun Zeng</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Ye Yuan</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Xianjun Zhu</span>View author publications<p>You can also search for this author in <span>PubMed<span> </s","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":null,"pages":null},"PeriodicalIF":5.4,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141575225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RNA 2'-O-methylation promotes persistent R-loop formation and AID-mediated IgH class switch recombination. RNA 2'-O-甲基化促进持续的 R 环形成和 AID 介导的 IgH 类开关重组。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-08 DOI: 10.1186/s12915-024-01947-5
Muzaffer Ahmad Kassab, Yibin Chen, Xin Wang, Bo He, Eric J Brown, Xiaochun Yu

Background: RNA-DNA hybrids or R-loops are associated with deleterious genomic instability and protective immunoglobulin class switch recombination (CSR). However, the underlying phenomenon regulating the two contrasting functions of R-loops is unknown. Notably, the underlying mechanism that protects R-loops from classic RNase H-mediated digestion thereby promoting persistence of CSR-associated R-loops during CSR remains elusive.

Results: Here, we report that during CSR, R-loops formed at the immunoglobulin heavy (IgH) chain are modified by ribose 2'-O-methylation (2'-OMe). Moreover, we find that 2'-O-methyltransferase fibrillarin (FBL) interacts with activation-induced cytidine deaminase (AID) associated snoRNA aSNORD1C to facilitate the 2'-OMe. Moreover, deleting AID C-terminal tail impairs its association with aSNORD1C and FBL. Disrupting FBL, AID or aSNORD1C expression severely impairs 2'-OMe, R-loop stability and CSR. Surprisingly, FBL, AID's interaction partner and aSNORD1C promoted AID targeting to the IgH locus.

Conclusion: Taken together, our results suggest that 2'-OMe stabilizes IgH-associated R-loops to enable productive CSR. These results would shed light on AID-mediated CSR and explain the mechanism of R-loop-associated genomic instability.

背景:RNA-DNA杂交或R环与有害的基因组不稳定性和保护性免疫球蛋白类开关重组(CSR)有关。然而,调节 R 环两种截然不同功能的基本现象尚不清楚。值得注意的是,在 CSR 过程中,保护 R 环不受典型 RNase H 介导的消化,从而促进 CSR 相关 R 环持续存在的潜在机制仍不清楚:在此,我们报告了在 CSR 期间,免疫球蛋白重链(IgH)上形成的 R 环被核糖 2'-O- 甲基化(2'-OMe)修饰。此外,我们还发现,2'-O-甲基转移酶纤维蛋白素(FBL)与活化诱导胞苷脱氨酶(AID)相关的 snoRNA aSNORD1C 相互作用,促进了 2'-OMe 的发生。此外,删除 AID C 端尾部会削弱其与 aSNORD1C 和 FBL 的关联。破坏 FBL、AID 或 aSNORD1C 的表达会严重影响 2'-Ome、R-环稳定性和 CSR。令人惊讶的是,FBL、AID的相互作用伙伴和aSNORD1C促进了AID靶向IgH基因座:综上所述,我们的研究结果表明,2'-OMe能稳定IgH相关的R环,从而实现富有成效的CSR。这些结果将揭示 AID 介导的 CSR,并解释 R 环相关基因组不稳定性的机制。
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引用次数: 0
Predicting intercellular communication based on metabolite-related ligand-receptor interactions with MRCLinkdb. 利用 MRCLinkdb 根据代谢物相关配体与受体的相互作用预测细胞间通讯。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-08 DOI: 10.1186/s12915-024-01950-w
Yuncong Zhang, Yu Yang, Liping Ren, Meixiao Zhan, Taoping Sun, Quan Zou, Yang Zhang

Background: Metabolite-associated cell communications play critical roles in maintaining human biological function. However, most existing tools and resources focus only on ligand-receptor interaction pairs where both partners are proteinaceous, neglecting other non-protein molecules. To address this gap, we introduce the MRCLinkdb database and algorithm, which aggregates and organizes data related to non-protein L-R interactions in cell-cell communication, providing a valuable resource for predicting intercellular communication based on metabolite-related ligand-receptor interactions.

Results: Here, we manually curated the metabolite-ligand-receptor (ML-R) interactions from the literature and known databases, ultimately collecting over 790 human and 670 mouse ML-R interactions. Additionally, we compiled information on over 1900 enzymes and 260 transporter entries associated with these metabolites. We developed Metabolite-Receptor based Cell Link Database (MRCLinkdb) to store these ML-R interactions data. Meanwhile, the platform also offers extensive information for presenting ML-R interactions, including fundamental metabolite information and the overall expression landscape of metabolite-associated gene sets (such as receptor, enzymes, and transporter proteins) based on single-cell transcriptomics sequencing (covering 35 human and 26 mouse tissues, 52 human and 44 mouse cell types) and bulk RNA-seq/microarray data (encompassing 62 human and 39 mouse tissues). Furthermore, MRCLinkdb introduces a web server dedicated to the analysis of intercellular communication based on ML-R interactions. MRCLinkdb is freely available at https://www.cellknowledge.com.cn/mrclinkdb/ .

Conclusions: In addition to supplementing ligand-receptor databases, MRCLinkdb may provide new perspectives for decoding the intercellular communication and advancing related prediction tools based on ML-R interactions.

背景:代谢物相关的细胞通讯在维持人体生物功能方面发挥着关键作用。然而,现有的大多数工具和资源只关注配体-受体相互作用对(配体和受体均为蛋白质),而忽视了其他非蛋白质分子。为了填补这一空白,我们引入了MRCLinkdb数据库和算法,它聚合并整理了细胞-细胞通讯中与非蛋白L-R相互作用相关的数据,为基于代谢物相关配体-受体相互作用预测细胞间通讯提供了宝贵的资源:在这里,我们从文献和已知数据库中手动整理了代谢物-配体-受体(ML-R)相互作用,最终收集了超过 790 种人类和 670 种小鼠的 ML-R 相互作用。此外,我们还汇编了与这些代谢物相关的 1900 多种酶和 260 种转运体的信息。我们开发了基于代谢受体的细胞链接数据库(MRCLinkdb)来存储这些 ML-R 相互作用数据。同时,该平台还提供广泛的信息来展示 ML-R 相互作用,包括基本代谢物信息和代谢物相关基因组(如受体、酶和转运蛋白)的整体表达情况,这些信息基于单细胞转录组学测序(涵盖 35 种人类和 26 种小鼠组织、52 种人类和 44 种小鼠细胞类型)和批量 RNA-seq/microarray 数据(涵盖 62 种人类和 39 种小鼠组织)。此外,MRCLinkdb 还引入了一个网络服务器,专门用于分析基于 ML-R 相互作用的细胞间通讯。MRCLinkdb 可在 https://www.cellknowledge.com.cn/mrclinkdb/ .Conclusions 免费获取:除了补充配体-受体数据库外,MRCLinkdb 还为解码细胞间通讯和推进基于 ML-R 相互作用的相关预测工具提供了新的视角。
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引用次数: 0
SNMP1 is critical for sensitive detection of the desert locust aromatic courtship inhibition pheromone phenylacetonitrile. SNMP1 是灵敏检测沙漠蝗芳香求偶抑制信息素苯乙腈的关键。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-08 DOI: 10.1186/s12915-024-01941-x
Joris Lehmann, Yannick Günzel, Maryam Khosravian, Sina Cassau, Susanne Kraus, Johanna S Libnow, Hetan Chang, Bill S Hansson, Heinz Breer, Einat Couzin-Fuchs, Joerg Fleischer, Jürgen Krieger

Background: Accurate detection of pheromones is crucial for chemical communication and reproduction in insects. In holometabolous flies and moths, the sensory neuron membrane protein 1 (SNMP1) is essential for detecting long-chain aliphatic pheromones by olfactory neurons. However, its function in hemimetabolous insects and its role for detecting pheromones of a different chemical nature remain elusive. Therefore, we investigated the relevance of SNMP1 for pheromone detection in a hemimetabolous insect pest of considerable economic importance, the desert locust Schistocerca gregaria, which moreover employs the aromatic pheromone phenylacetonitrile (PAN) to govern reproductive behaviors.

Results: Employing CRISPR/Cas-mediated gene editing, a mutant locust line lacking functional SNMP1 was established. In electroantennography experiments and single sensillum recordings, we found significantly decreased electrical responses to PAN in SNMP1-deficient (SNMP1-/-) locusts. Moreover, calcium imaging in the antennal lobe of the brain revealed a substantially reduced activation of projection neurons in SNMP1-/- individuals upon exposure to PAN, indicating that the diminished antennal responsiveness to PAN in mutants affects pheromone-evoked neuronal activity in the brain. Furthermore, in behavioral experiments, PAN-induced effects on pairing and mate choice were altered in SNMP1-/- locusts.

Conclusions: Our findings emphasize the importance of SNMP1 for chemical communication in a hemimetabolous insect pest. Moreover, they show that SNMP1 plays a crucial role in pheromone detection that goes beyond long-chain aliphatic substances and includes aromatic compounds controlling reproductive behaviors.

背景:准确检测信息素对昆虫的化学通讯和繁殖至关重要。在全代谢昆虫蝇类和蛾类中,感觉神经元膜蛋白 1(SNMP1)对嗅觉神经元检测长链脂肪族信息素至关重要。然而,它在半代谢昆虫中的功能及其在检测不同化学性质的信息素方面的作用仍然难以捉摸。因此,我们研究了 SNMP1 在一种具有重要经济意义的半代谢昆虫--沙漠蝗虫(Schistocerca gregaria)--中与信息素检测的相关性,沙漠蝗虫还利用芳香信息素苯乙腈(PAN)来控制繁殖行为:结果:利用 CRISPR/Cas 介导的基因编辑技术,建立了缺乏 SNMP1 功能的突变蝗虫品系。在电触觉成像实验和单感受器记录中,我们发现 SNMP1 缺失(SNMP1-/-)蝗虫对 PAN 的电反应明显降低。此外,大脑触角叶的钙成像显示,SNMP1-/-个体在暴露于PAN时,投射神经元的激活大大降低,这表明突变体触角对PAN的反应性降低会影响大脑中信息素诱发的神经元活动。此外,在行为实验中,SNMP1-/-蝗虫体内PAN诱导的配对和择偶效应也发生了改变:我们的研究结果强调了 SNMP1 在半代谢昆虫害虫中化学通讯的重要性。结论:我们的发现强调了 SNMP1 在半代谢昆虫害虫化学通讯中的重要性,而且还表明 SNMP1 在信息素检测中发挥着关键作用,其检测范围不仅包括长链脂肪族物质,还包括控制繁殖行为的芳香族化合物。
{"title":"SNMP1 is critical for sensitive detection of the desert locust aromatic courtship inhibition pheromone phenylacetonitrile.","authors":"Joris Lehmann, Yannick Günzel, Maryam Khosravian, Sina Cassau, Susanne Kraus, Johanna S Libnow, Hetan Chang, Bill S Hansson, Heinz Breer, Einat Couzin-Fuchs, Joerg Fleischer, Jürgen Krieger","doi":"10.1186/s12915-024-01941-x","DOIUrl":"10.1186/s12915-024-01941-x","url":null,"abstract":"<p><strong>Background: </strong>Accurate detection of pheromones is crucial for chemical communication and reproduction in insects. In holometabolous flies and moths, the sensory neuron membrane protein 1 (SNMP1) is essential for detecting long-chain aliphatic pheromones by olfactory neurons. However, its function in hemimetabolous insects and its role for detecting pheromones of a different chemical nature remain elusive. Therefore, we investigated the relevance of SNMP1 for pheromone detection in a hemimetabolous insect pest of considerable economic importance, the desert locust Schistocerca gregaria, which moreover employs the aromatic pheromone phenylacetonitrile (PAN) to govern reproductive behaviors.</p><p><strong>Results: </strong>Employing CRISPR/Cas-mediated gene editing, a mutant locust line lacking functional SNMP1 was established. In electroantennography experiments and single sensillum recordings, we found significantly decreased electrical responses to PAN in SNMP1-deficient (SNMP1<sup>-/-</sup>) locusts. Moreover, calcium imaging in the antennal lobe of the brain revealed a substantially reduced activation of projection neurons in SNMP1<sup>-/-</sup> individuals upon exposure to PAN, indicating that the diminished antennal responsiveness to PAN in mutants affects pheromone-evoked neuronal activity in the brain. Furthermore, in behavioral experiments, PAN-induced effects on pairing and mate choice were altered in SNMP1<sup>-/-</sup> locusts.</p><p><strong>Conclusions: </strong>Our findings emphasize the importance of SNMP1 for chemical communication in a hemimetabolous insect pest. Moreover, they show that SNMP1 plays a crucial role in pheromone detection that goes beyond long-chain aliphatic substances and includes aromatic compounds controlling reproductive behaviors.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":null,"pages":null},"PeriodicalIF":4.4,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11229289/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141554207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Natural variation in yeast reveals multiple paths for acquiring higher stress resistance. 酵母的自然变异揭示了获得更强抗逆性的多种途径。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-04 DOI: 10.1186/s12915-024-01945-7
Amanda N Scholes, Tara N Stuecker, Stephanie E Hood, Cader J Locke, Carson L Stacy, Qingyang Zhang, Jeffrey A Lewis

Background: Organisms frequently experience environmental stresses that occur in predictable patterns and combinations. For wild Saccharomyces cerevisiae yeast growing in natural environments, cells may experience high osmotic stress when they first enter broken fruit, followed by high ethanol levels during fermentation, and then finally high levels of oxidative stress resulting from respiration of ethanol. Yeast have adapted to these patterns by evolving sophisticated "cross protection" mechanisms, where mild 'primary' doses of one stress can enhance tolerance to severe doses of a different 'secondary' stress. For example, in many yeast strains, mild osmotic or mild ethanol stresses cross protect against severe oxidative stress, which likely reflects an anticipatory response important for high fitness in nature.

Results: During the course of genetic mapping studies aimed at understanding the mechanisms underlying natural variation in ethanol-induced cross protection against H2O2, we found that a key H2O2 scavenging enzyme, cytosolic catalase T (Ctt1p), was absolutely essential for cross protection in a wild oak strain. This suggested the absence of other compensatory mechanisms for acquiring H2O2 resistance in that strain background under those conditions. In this study, we found surprising heterogeneity across diverse yeast strains in whether CTT1 function was fully necessary for acquired H2O2 resistance. Some strains exhibited partial dispensability of CTT1 when ethanol and/or salt were used as mild stressors, suggesting that compensatory peroxidases may play a role in acquired stress resistance in certain genetic backgrounds. We leveraged global transcriptional responses to ethanol and salt stresses in strains with different levels of CTT1 dispensability, allowing us to identify possible regulators of these alternative peroxidases and acquired stress resistance in general.

Conclusions: Ultimately, this study highlights how superficially similar traits can have different underlying molecular foundations and provides a framework for understanding the diversity and regulation of stress defense mechanisms.

背景:生物体经常会经历以可预测的模式和组合出现的环境压力。对于在自然环境中生长的野生酿酒酵母来说,细胞刚进入破碎的果实时可能会经历高渗透压,然后是发酵过程中的高乙醇水平,最后是乙醇呼吸产生的高水平氧化应激。酵母通过进化出复杂的 "交叉保护 "机制来适应这些模式,在这种机制下,一种压力的轻微 "初级 "剂量可以增强对另一种 "次级 "压力的严重剂量的耐受性。例如,在许多酵母菌株中,温和的渗透胁迫或温和的乙醇胁迫会对严重的氧化胁迫产生交叉保护作用,这可能反映了自然界中对高适应性非常重要的一种预期反应:在旨在了解乙醇诱导的 H2O2 交叉保护自然变异机制的基因图谱研究过程中,我们发现一种关键的 H2O2 清除酶--细胞膜过氧化氢酶 T(Ctt1p)--对于野生橡树菌株的交叉保护是绝对必要的。这表明,在这些条件下,该菌株背景不存在获得 H2O2 抗性的其他补偿机制。在这项研究中,我们发现不同的酵母菌株在 CTT1 功能是否对获得性 H2O2 抗性完全必需方面存在令人惊讶的异质性。当乙醇和/或盐被用作温和的应激源时,一些菌株表现出 CTT1 的部分可免除性,这表明补偿性过氧化物酶可能在某些遗传背景下的获得性抗应激性中发挥作用。我们利用具有不同程度 CTT1 可免除性的菌株对乙醇和盐胁迫的全局转录反应,从而确定了这些替代性过氧化物酶和获得性抗胁迫的可能调控因子:最终,这项研究强调了表面上相似的性状如何可能具有不同的潜在分子基础,并为理解胁迫防御机制的多样性和调控提供了一个框架。
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引用次数: 0
Microbial diversity and ecological complexity emerging from environmental variation and horizontal gene transfer in a simple mathematical model. 一个简单数学模型中环境变异和水平基因转移产生的微生物多样性和生态复杂性。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-04 DOI: 10.1186/s12915-024-01937-7
Sanasar G Babajanyan, Sofya K Garushyants, Yuri I Wolf, Eugene V Koonin

Background: Microbiomes are generally characterized by high diversity of coexisting microbial species and strains, and microbiome composition typically remains stable across a broad range of conditions. However, under fixed conditions, microbial ecology conforms with the exclusion principle under which two populations competing for the same resource within the same niche cannot coexist because the less fit population inevitably goes extinct. Therefore, the long-term persistence of microbiome diversity calls for an explanation.

Results: To explore the conditions for stabilization of microbial diversity, we developed a simple mathematical model consisting of two competing populations that could exchange a single gene allele via horizontal gene transfer (HGT). We found that, although in a fixed environment, with unbiased HGT, the system obeyed the exclusion principle, in an oscillating environment, within large regions of the phase space bounded by the rates of reproduction and HGT, the two populations coexist. Moreover, depending on the parameter combination, all three major types of symbiosis were obtained, namely, pure competition, host-parasite relationship, and mutualism. In each of these regimes, certain parameter combinations provided for synergy, that is, a greater total abundance of both populations compared to the abundance of the winning population in the fixed environment.

Conclusions: The results of this modeling study show that basic phenomena that are universal in microbial communities, namely, environmental variation and HGT, provide for stabilization and persistence of microbial diversity, and emergence of ecological complexity.

背景:微生物组通常以共存微生物物种和菌株的高度多样性为特征,微生物组的组成在各种条件下通常保持稳定。然而,在固定条件下,微生物生态学符合排他性原则,即在同一生态位中竞争相同资源的两个种群不能共存,因为适合度较低的种群不可避免地会灭绝。因此,微生物组多样性的长期持续存在需要一个解释:为了探索微生物多样性稳定的条件,我们建立了一个简单的数学模型,该模型由两个相互竞争的种群组成,它们可以通过水平基因转移(HGT)交换单个基因等位基因。我们发现,虽然在固定环境中,HGT 无偏见,系统遵守排他性原理,但在振荡环境中,在以繁殖率和 HGT 率为边界的相空间大区域内,两个种群共存。此外,根据参数组合的不同,还得到了所有三种主要的共生类型,即纯竞争、宿主-寄生虫关系和互生。在每种共生关系中,某些参数组合都能产生协同作用,即与固定环境中获胜种群的丰度相比,两个种群的总丰度更大:这项建模研究的结果表明,微生物群落中普遍存在的基本现象,即环境变异和 HGT,为微生物多样性的稳定和持续以及生态复杂性的出现提供了条件。
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引用次数: 0
DNA methylation of exercise-responsive genes differs between trained and untrained men. 受过训练和未受过训练的男性在运动反应基因的 DNA 甲基化方面存在差异。
IF 4.4 1区 生物学 Q1 BIOLOGY Pub Date : 2024-07-04 DOI: 10.1186/s12915-024-01938-6
Carla Geiger, Maria Needhamsen, Eric B Emanuelsson, Jessica Norrbom, Karen Steindorf, Carl Johan Sundberg, Stefan M Reitzner, Malene E Lindholm

Background: Physical activity is well known for its multiple health benefits and although the knowledge of the underlying molecular mechanisms is increasing, our understanding of the role of epigenetics in long-term training adaptation remains incomplete. In this intervention study, we included individuals with a history of > 15 years of regular endurance or resistance training compared to age-matched untrained controls performing endurance or resistance exercise. We examined skeletal muscle DNA methylation of genes involved in key adaptation processes, including myogenesis, gene regulation, angiogenesis and metabolism.

Results: A greater number of differentially methylated regions and differentially expressed genes were identified when comparing the endurance group with the control group than in the comparison between the strength group and the control group at baseline. Although the cellular composition of skeletal muscle samples was generally consistent across groups, variations were observed in the distribution of muscle fiber types. Slow-twitch fiber type genes MYH7 and MYL3 exhibited lower promoter methylation and elevated expression in endurance-trained athletes, while the same group showed higher methylation in transcription factors such as FOXO3, CREB5, and PGC-1α. The baseline DNA methylation state of those genes was associated with the transcriptional response to an acute bout of exercise. Acute exercise altered very few of the investigated CpG sites.

Conclusions: Endurance- compared to resistance-trained athletes and untrained individuals demonstrated a different DNA methylation signature of selected skeletal muscle genes, which may influence transcriptional dynamics following a bout of acute exercise. Skeletal muscle fiber type distribution is associated with methylation of fiber type specific genes. Our results suggest that the baseline DNA methylation landscape in skeletal muscle influences the transcription of regulatory genes in response to an acute exercise bout.

背景:体育锻炼对健康的多种益处众所周知,尽管对其潜在分子机制的了解在不断增加,但我们对表观遗传学在长期训练适应中的作用的认识仍不全面。在这项干预研究中,我们将有 15 年以上定期耐力或阻力训练史的个体与进行耐力或阻力运动的年龄匹配的未受训对照组进行了比较。我们检测了骨骼肌DNA甲基化基因的情况,这些基因涉及肌肉生成、基因调控、血管生成和新陈代谢等关键适应过程:结果:耐力组与对照组相比,发现了更多不同甲基化区域和不同表达基因;力量组与对照组相比,发现了更多不同甲基化区域和不同表达基因。虽然各组骨骼肌样本的细胞组成基本一致,但在肌肉纤维类型的分布上却出现了差异。耐力训练运动员的慢肌纤维类型基因 MYH7 和 MYL3 的启动子甲基化程度较低,表达量较高,而同一组别中 FOXO3、CREB5 和 PGC-1α 等转录因子的甲基化程度较高。这些基因的基线DNA甲基化状态与急性运动时的转录反应有关。急性运动改变的CpG位点很少:结论:耐力训练运动员与抗阻力训练运动员和未受过训练的人相比,所选骨骼肌基因的 DNA 甲基化特征不同,这可能会影响急性运动后的转录动态。骨骼肌纤维类型分布与特定纤维类型基因的甲基化有关。我们的研究结果表明,骨骼肌的基线 DNA 甲基化状况会影响调控基因在急性运动后的转录。
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引用次数: 0
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