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Integrated explainable machine learning and multi-omics analysis for survival prediction in cancer with immunotherapy response. 综合可解释的机器学习和多组学分析用于预测免疫治疗反应的癌症患者的生存。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-04 DOI: 10.1007/s10495-024-02050-4
Alphonse Houssou Hounye, Li Xiong, Muzhou Hou

To demonstrate the efficacy of machine learning models in predicting mortality in melanoma cancer, we developed an interpretability model for better understanding the survival prediction of cancer. To this end, the optimal features were identified, ten different machine learning models were utilized to predict mortality across various datasets. Then we have utilized the important features identified by those machines learning methods to construct a new model named NKECLR to forecast mortality of patient with cancer. To explicitly clarify the model's decision-making process and uncover novel findings, an interpretable technique incorporating machine learning and SHapley Additive exPlanations (SHAP), as well as LIME, has been employed, and four genes EPGN, PHF11, RBM34, and ZFP36 were identified from those machine learning(ML). The experimental analysis conducted on training and validation datasets demonstrated that the proposed model has a good performance com- pared to existing methods with AUC value 81.8%, and 79.3%, respectively. Moreover, when combined our NKECLR with PD-L1, PD-1, and CTLA-4 the AUC value was 83%0. Finally, these findings have been applied to comprehend the response of drugs and immunotherapy. Our research introduced an innovative predictive NKECLR model utilizing natural killer(NK) cell marker genes for cohorts with melanoma cancer. The NKECLR model can effectively predict the survival of melanoma cancer cohorts and treatment results, revealing distinct immune cell infiltration in the high-risk group.

为了证明机器学习模型在预测黑色素瘤癌症死亡率方面的有效性,我们开发了一个可解释性模型,以更好地理解癌症的生存预测。为此,确定了最佳特征,并利用十种不同的机器学习模型来预测不同数据集的死亡率。然后,我们利用这些机器学习方法识别的重要特征构建了一个新的模型NKECLR来预测癌症患者的死亡率。为了明确阐明模型的决策过程并发现新的发现,采用了一种结合机器学习和SHapley加性解释(SHAP)以及LIME的可解释技术,并从这些机器学习(ML)中识别出四个基因EPGN, PHF11, RBM34和ZFP36。在训练和验证数据集上进行的实验分析表明,与现有方法相比,该模型具有良好的性能,AUC值分别为81.8%和79.3%。此外,当我们的NKECLR与PD-L1、PD-1和CTLA-4联合使用时,AUC值为83%0。最后,这些发现已被应用于理解药物和免疫治疗的反应。我们的研究引入了一种创新的预测nkelr模型,利用自然杀伤(NK)细胞标记基因对黑色素瘤癌症队列进行预测。NKECLR模型能有效预测黑色素瘤癌群的生存和治疗结果,揭示高危组免疫细胞浸润的差异。
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引用次数: 0
The N6-methyladenosine writer METTL3 promotes breast cancer progression through YTHDF2-dependent posttranscriptional silencing of GSDMD. n6 -甲基腺苷撰写者METTL3通过依赖ythdf2的GSDMD转录后沉默促进乳腺癌进展。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-03 DOI: 10.1007/s10495-024-02037-1
You Shuai, Zhonghua Ma, Jie Ju, Chunxiao Li, Xiaorong Bai, Jian Yue, Xue Wang, Peng Yuan, Haili Qian

Cell pyroptosis is a form of programmed cell death, with Gasdermin-D (GSDMD) acting as its key executor. While activating pyroptosis represents a promising therapeutic strategy for cancer, the regulatory mechanisms governing GSDMD expression during cell death remain poorly understood. In this study, we identified METTL3 as a negative regulator of GSDMD-mediated pyroptosis, with high expression in breast cancer (BC) cells. YTHDF2 was found to recognize the m6A modification of GSDMD, thereby decreasing its stability. Finally, in vivo experiments further demonstrated the inhibitory effect of the METTL3 inhibitor STM2457 on tumors. Overall, these findings suggest that inhibition of METTL3 can enhance GSDMD-mediated pyroptosis and reveal a novel regulatory mechanism governing GSDMD expression, presenting a novel strategy for cancer treatment.

细胞焦亡是细胞程序性死亡的一种形式,其中Gasdermin-D (GSDMD)是其关键执行者。虽然激活焦亡是一种很有希望的癌症治疗策略,但在细胞死亡过程中控制GSDMD表达的调节机制仍然知之甚少。在这项研究中,我们发现METTL3是gsdmd介导的焦亡的负调节因子,在乳腺癌(BC)细胞中高表达。发现YTHDF2识别GSDMD的m6A修饰,从而降低其稳定性。最后,体内实验进一步证明了METTL3抑制剂STM2457对肿瘤的抑制作用。总之,这些发现表明抑制METTL3可以增强GSDMD介导的焦亡,揭示了GSDMD表达的一种新的调控机制,为癌症治疗提供了一种新的策略。
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引用次数: 0
The gut microbial metabolite phenylacetylglutamine increases susceptibility to atrial fibrillation after myocardial infarction through ferroptosis and NLRP3 inflammasome. 肠道微生物代谢物苯乙酰谷氨酰胺通过上落铁和NLRP3炎性体增加心肌梗死后心房颤动的易感性。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-03 DOI: 10.1007/s10495-024-02046-0
Guangji Wang, Qin He, Wei Shuai, Hongjie Yang, Bin Kong, Shimin Lu, Yang Gong

Myocardial infarction (MI) is an important risk factor for the development of atrial fibrillation (AF), and the gut microbial metabolite phenylacetylglutamine (PAGln) is strongly associated with the prognosis of MI patients. However, whether PAGln is involved in the regulation of AF after MI is currently unknown. Therefore, the present study aimed to explore the effect of PAGln on the susceptibility to AF after MI. MI model was constructed by surgically ligating the left anterior descending branch of the coronary artery. PAGln was administered by intraperitoneal injection for 7 consecutive days starting after surgery and then investigated by histopathologic, molecular biological, and electrophysiologic studies. Myocardial ischemia resulted in intestinal barrier dysfunction and significantly increased circulating levels of PAGln. Compared with the myocardial ischemia group, administration of PAGln significantly exacerbated atrial fibrosis and atrial electrical remodeling in mice after myocardial ischemia, as evidenced by shortening of the ERP (at varying pacing cycle lengths of 40, 60, 80, and 100), ion channel remodeling (Nav1.5, Cav1.2, and Kv1.5), and decreased expression of CX40, which led to an increase in the susceptibility to AF (54.5% vs. 90.9%, P < 0.05). In addition, administration of PAGln further exacerbated MI-induced intestinal barrier dysfunction compared with the MI group. Mechanistically, PAGln may affect atrial remodeling and AF susceptibility after MI by modulating ferroptosis and NLRP3 inflammasome. The present study preliminarily reveals that the gut microbial metabolite PAGln exacerbates post-MI AF remodeling and AF susceptibility, possibly through ferroptosis and activation of NLRP3 inflammasome.

心肌梗死(MI)是心房颤动(AF)发生的重要危险因素,而肠道微生物代谢物苯乙酰谷氨酰胺(PAGln)与心肌梗死患者的预后密切相关。然而,PAGln是否参与心肌梗死后AF的调控尚不清楚。因此,本研究旨在探讨PAGln对心肌梗死后AF易感性的影响。通过手术结扎冠状动脉左前降支构建心肌梗死模型。术后连续7天腹腔注射PAGln,进行组织病理学、分子生物学和电生理研究。心肌缺血导致肠屏障功能障碍,并显著增加循环中PAGln水平。与心肌缺血组相比,PAGln显著加重了心肌缺血后小鼠心房纤维化和心房电重构,表现为ERP缩短(起搏周期长度为40、60、80和100),离子通道重构(Nav1.5、Cav1.2和Kv1.5), CX40表达降低,导致AF易感性增加(54.5% vs. 90.9%, P
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引用次数: 0
Golgi-derived extracellular vesicle production induced by SARS-CoV-2 envelope protein. SARS-CoV-2包膜蛋白诱导的细胞外囊泡生成。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1007/s10495-024-02035-3
Qiguang Li, Qian Liu, Shuangqu Li, Xiaoli Zuo, Hu Zhou, Zhaobing Gao, Bingqing Xia

Extracellular vesicles facilitate cell-to-cell communication, and some enveloped viruses utilize these vesicles as carriers to mediate viral transmission. SARS-CoV-2 envelope protein (2-E) forms a cation channel and overexpression of 2-E led to the generation of a distinct type of large extracellular vesicles (2-E-EVs). Although 2-E-EVs have been demonstrated to facilitate viral transmission in a receptor-independent way, the characteristics and biogenesis mechanism remain enigmatic. Via lipidomics and proteomic analysis, we found 2-E-EVs are distinct from endosome-derived exosomes. 2-E-EVs are notably enriched in Golgi apparatus components, aligning with the observed fragmentation in Golgi morphology. Through live cell imaging, we established a connection between 2-E-EVs formation, Golgi fragmentation, and channel activity, emphasizing the role of 2-E-EVs as ion channel-induced extracellular vesicles. Our work highlights 2-E-EVs as distinctive Golgi-derived vesicles, contributing to a deeper understanding of 2-E channel-mediated virus-host dynamics, with implications for therapeutic strategies and drug delivery.

细胞外囊泡有助于细胞间的交流,一些包膜病毒利用这些囊泡作为载体介导病毒传播。SARS-CoV-2 包膜蛋白(2-E)形成了一个阳离子通道,过量表达 2-E 导致产生了一种独特的大细胞外囊泡(2-EVs)。虽然 2-EVs 已被证明能以一种与受体无关的方式促进病毒传播,但其特征和生物生成机制仍然是个谜。通过脂质组学和蛋白质组学分析,我们发现2-EVs有别于内泌体衍生的外泌体。2-EV明显富含高尔基体成分,这与观察到的高尔基体形态破碎一致。通过活细胞成像,我们建立了2-E-EVs形成、高尔基体破碎和通道活性之间的联系,强调了2-E-EVs作为离子通道诱导的细胞外囊泡的作用。我们的研究突出了 2-EVs 作为独特的高尔基体衍生囊泡的作用,有助于加深对 2-E 通道介导的病毒-宿主动力学的理解,并对治疗策略和药物递送产生影响。
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引用次数: 0
Isolation, identification, and challenges of extracellular vesicles: emerging players in clinical applications. 细胞外囊泡的分离、鉴定和挑战:临床应用中的新兴角色。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-10 DOI: 10.1007/s10495-024-02036-2
Xiaoxiao Ma, Lanwei Peng, Xiaohui Zhu, Tianqi Chu, Changcheng Yang, Bohao Zhou, Xiangwei Sun, Tianya Gao, Mengqi Zhang, Ping Chen, Haiyan Chen

Extracellular vesicles (EVs) serve as critical mediators of intercellular communication, encompassing exosomes, microvesicles, and apoptotic vesicles that play significant roles in diverse physiological and pathological contexts. Numerous studies have demonstrated that EVs derived from mesenchymal stem cells (MSC-EVs) play a pivotal role in facilitating tissue and organ repair, alleviating inflammation and apoptosis, enhancing the proliferation of endogenous stem cells within tissues and organs, and modulating immune function-these functions have been extensively utilized in clinical applications. The precise classification, isolation, and identification of MSC-EVs are essential for their clinical applications. This article provides a comprehensive overview of the biological properties of EVs, emphasizing both their advantages and limitations in isolation and identification methodologies. Additionally, we summarize the protein markers associated with MSC-EVs, emphasizing their significance in the treatment of various diseases. Finally, this article addresses the current challenges and dilemmas in developing clinical applications for MSC-EVs, aiming to offer valuable insights for future research.

细胞外囊泡(EVs)是细胞间通讯的关键媒介,包括外泌体、微囊泡和凋亡囊泡,它们在不同的生理和病理环境中发挥着重要作用。大量研究表明,间充质干细胞衍生的EVs(间充质干细胞-EVs)在促进组织和器官修复、减轻炎症和细胞凋亡、增强组织和器官内源性干细胞增殖以及调节免疫功能等方面发挥着关键作用,这些功能已被广泛应用于临床。间充质干细胞的精确分类、分离和鉴定对其临床应用至关重要。本文全面概述了EVs的生物学特性,强调了其在分离和鉴定方法上的优势和局限性。此外,我们还总结了与间充质干细胞-EVs 相关的蛋白质标记物,强调了它们在治疗各种疾病中的意义。最后,本文探讨了目前在开发间充质干细胞-EVs临床应用方面所面临的挑战和困境,旨在为未来的研究提供有价值的见解。
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引用次数: 0
Lenvatinib inhibits cholangiocarcinoma progression by targeting the FGF19/PI3K/AKT signaling pathway. 伦伐替尼通过靶向FGF19/PI3K/AKT信号通路抑制胆管癌的进展。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-10 DOI: 10.1007/s10495-024-02028-2
Yingcheng Wei, Lei Yang, Chenwei Tang, Hongkai Zhuang, Xinming Chen, Xiaowu Ma, Xuesong Deng, Yajin Chen, Wenliang Tan, Changzhen Shang

Cholangiocarcinoma (CCA) is known for its high aggressiveness and dismal prognosis, whose effectiveness of systemic therapy remains limited. As a multi-target drug, lenvatinib has exhibited promising effects in many solid tumors. However, the therapeutic role of lenvatinib in CCA is rarely investigated. Here, the in vitro assays including EdU, colony formation, transwell, wound healing, and apoptosis analyses demonstrated that lenvatinib significantly inhibited the proliferation, migration, and invasion, while simultaneously inducing apoptosis of CCA cells. Mechanistically, lenvatinib downregulated the expression of FGF19 and inactivated the PI3K/AKT signaling pathway. Depletion of FGF19 enhanced the anti-tumor effects of lenvatinib, which was attributed to the inhibition of p-PI3K and p-AKT expression in CCA cells. In contrast, overexpression of FGF19 activated the PI3K/AKT signaling pathway, thereby impairing the inhibitory effects of lenvatinib against CCA. In addition, the AKT inhibitor, MK-2206, reinforced the lenvatinib-induced CCA inhibition. Notably, the in vivo experiment confirmed that the subcutaneous tumorigenicity of CCA cells in nude mice was weakened by lenvatinib. Lenvatinib markedly downregulated the expression of FGF19, p-AKT, Ki-67, vimentin, and VEGF in the xenograft tumor tissues. Collectively, these findings demonstrated that lenvatinib inhibits CCA progression by targeting the FGF19/PI3K/AKT signaling pathway. The present study provides novel experimental evidence for the potential clinical application of lenvatinib in CCA, which also highlights the promising role of targeting FGF19 in combined therapeutic approaches for CCA.

众所周知,胆管癌(CCA)具有侵袭性强、预后不佳等特点,其全身治疗的效果仍然有限。作为一种多靶点药物,来伐替尼在许多实体瘤中都表现出了良好的疗效。然而,来伐替尼在CCA中的治疗作用却鲜有研究。本文的体外实验包括EdU、集落形成、跨孔、伤口愈合和细胞凋亡分析,结果表明来伐替尼可显著抑制CCA细胞的增殖、迁移和侵袭,同时诱导细胞凋亡。从机理上讲,来伐替尼可下调FGF19的表达,使PI3K/AKT信号通路失活。FGF19的缺失增强了来伐替尼的抗肿瘤作用,这归因于抑制了CCA细胞中p-PI3K和p-AKT的表达。相反,过表达FGF19会激活PI3K/AKT信号通路,从而削弱来伐替尼对CCA的抑制作用。此外,AKT抑制剂MK-2206也加强了来伐替尼对CCA的抑制作用。值得注意的是,体内实验证实,来伐替尼削弱了裸鼠CCA细胞的皮下致瘤性。来伐替尼显著降低了异种移植肿瘤组织中FGF19、p-AKT、Ki-67、波形蛋白和血管内皮生长因子的表达。这些发现共同表明,来伐替尼通过靶向FGF19/PI3K/AKT信号通路抑制了CCA的进展。本研究为来伐替尼在CCA中的潜在临床应用提供了新的实验证据,同时也凸显了靶向FGF19在CCA联合治疗方法中的重要作用。
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引用次数: 0
FBXO2 as a switch guides a special fate of tumor clones evolving into a highly malignant transcriptional subtype in oral squamous cell carcinoma. FBXO2 是口腔鳞状细胞癌肿瘤克隆演变为高度恶性转录亚型的特殊命运的开关。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s10495-024-02033-5
Jingyi Cheng, Ousheng Liu, Xin Bin, Zhangui Tang

Tumors comprise a heterogeneous collection of tumor cells with distinct genetic and phenotypic characteristics that differentially promote malignant progression. Therefore, it is essential to depict the heterogeneous landscape of clones for understanding the cancer biology and overcoming the resistance of cancer therapy. To determine the dynamic clonal feature of OSCC, we constructed the evolutionary trajectory of tumor cells based on single-cell RNA sequencing data. A special transcriptional states of clones with distinct highly malignant features was identified, and FBXO2 was determined as the key switch gene causing the transition of tumor cells into this special state. FBXO2 exhibited a significantly high expression in OSCC than normal samples, especially in those with high clinical stages. The knockdown or overexpression of FBXO2 in OSCC cells correspondingly inhibited or promoted the abilities of proliferation, G1-S phase transition, migration, invasion, EMT, and resisting apoptosis. Moreover, FBXO2 was indicated to be involved in an intricate network to regulate multiple processes, modifying the interactions between tumor cells and other cells and thus defining different functional subtypes of tumor cells to affect tumor progression. These results provide new insights into clonal fate and pave the way for more effective therapy of OSCC.

肿瘤是由具有不同遗传和表型特征的肿瘤细胞组成的异质集合,这些特征会不同程度地促进恶性进展。因此,描述克隆的异质性景观对于理解癌症生物学和克服癌症治疗的耐药性至关重要。为了确定 OSCC 的动态克隆特征,我们根据单细胞 RNA 测序数据构建了肿瘤细胞的进化轨迹。我们发现了具有明显高度恶性特征的克隆的特殊转录状态,并确定FBXO2是导致肿瘤细胞过渡到这种特殊状态的关键开关基因。FBXO2在OSCC中的表达明显高于正常样本,尤其是在临床分期较高的样本中。FBXO2在OSCC细胞中的敲除或过表达相应地抑制或促进了细胞的增殖、G1-S期转变、迁移、侵袭、EMT和抵抗凋亡的能力。此外,FBXO2 还参与了调控多种过程的复杂网络,改变了肿瘤细胞与其他细胞之间的相互作用,从而定义了不同功能亚型的肿瘤细胞,影响了肿瘤的进展。这些结果为研究克隆命运提供了新的视角,并为更有效地治疗 OSCC 铺平了道路。
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引用次数: 0
Advancements in programmed cell death research in antitumor therapy: a comprehensive overview. 抗肿瘤治疗中程序性细胞死亡研究的进展:全面概述。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s10495-024-02038-0
Shuxin Wei, Chuangye Han, Shutian Mo, Hailian Huang, Xiaoling Luo

Cell death is a normal physiological process within cells that involves multiple pathways, such as normal DNA damage, cell cycle arrest, and programmed cell death (PCD). Cell death has been a hot spot of research in tumor-related fields, especially programmed cell death, which is a key form of cell death and is classified into different types according to the mechanism of occurrence, such as apoptosis, autophagy, necroptosis, pyroptosis, ferroptosis, and disulfidptosis. Given the important role of PCD in maintaining tissue homeostasis and inhibiting tumorigenesis and development, more and more basic and clinical studies are devoted to revealing its potential application in anti-tumor strategies. The purpose of this review is to systematically review the regulatory mechanisms of PCD and to summarize the latest research progress of anti-tumor treatment strategies based on PCD.

细胞死亡是细胞内的正常生理过程,涉及多种途径,如正常的DNA损伤、细胞周期停滞和程序性细胞死亡(PCD)。细胞死亡一直是肿瘤相关领域的研究热点,尤其是程序性细胞死亡。程序性细胞死亡是细胞死亡的一种重要形式,根据发生机制可分为凋亡、自噬、坏死、热凋亡、铁凋亡和二硫化碳凋亡等不同类型。鉴于 PCD 在维持组织稳态、抑制肿瘤发生和发展方面的重要作用,越来越多的基础和临床研究致力于揭示其在抗肿瘤策略中的潜在应用。本综述旨在系统回顾 PCD 的调控机制,并总结基于 PCD 的抗肿瘤治疗策略的最新研究进展。
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引用次数: 0
Dysregulation of R-loop homeostasis shapes the immunosuppressive microenvironment and induces malignant progression in melanoma. R环平衡失调会形成免疫抑制微环境,并诱导黑色素瘤的恶性发展。
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s10495-024-02039-z
Yan Ouyang, Yan Gu, Shuqin Li, Xianpeng Wei, Yang Liu, Zejun Wang, Fuzhou Tang, Shichao Zhang

Dysregulated R-loop homeostasis leads to DNA replication stress and genomic instability, a major driver of cancer. However, the role of R-loops in melanoma development remains unclear. We established an R-loop scoring model based on a single-cell RNA sequencing dataset and evaluated the association between the R-loop score with the melanoma immune microenvironment and treatment response. We explored the role of CENPA-mediated changes in R-loop distribution during melanoma progression by DNA/RNA immunoprecipitation and sequencing and a series of functional experiments. We found that malignant cells with high R-loop scores may be involved in melanoma progression by modulating immune evasion, metabolic reprogramming, and cancer-related pathways. A cell communication analysis revealed that high-score R-loops play an important role in altering cell-cell interactions and limiting the CD8 + cytotoxic T cell response and T cell accumulation. CENPA silencing induced changes in R-loop distribution, upregulated Hippo signaling activity, and inhibited tumor cell proliferation and migration. Moreover, the R-loop score can predict the prognosis and immunotherapy effect of melanoma patients. Our work reveals the potential molecular mechanism by which abnormal R-loops promote melanoma progression, which may help develop anticancer therapies based on R-loops or R-loop regulators.

R 环平衡失调会导致 DNA 复制压力和基因组不稳定性,这是癌症的一个主要驱动因素。然而,R环在黑色素瘤发展中的作用仍不清楚。我们基于单细胞RNA测序数据集建立了一个R环评分模型,并评估了R环评分与黑色素瘤免疫微环境和治疗反应之间的关联。我们通过DNA/RNA免疫沉淀和测序以及一系列功能实验,探索了黑色素瘤进展过程中CENPA介导的R环分布变化的作用。我们发现,R环得分高的恶性细胞可能通过调节免疫逃避、代谢重编程和癌症相关通路参与了黑色素瘤的进展。细胞通讯分析表明,高分R环在改变细胞-细胞相互作用、限制CD8 +细胞毒性T细胞反应和T细胞积累方面发挥着重要作用。CENPA沉默会诱导R环分布的变化,上调Hippo信号活性,抑制肿瘤细胞的增殖和迁移。此外,R-loop评分还能预测黑色素瘤患者的预后和免疫治疗效果。我们的研究揭示了异常R环促进黑色素瘤进展的潜在分子机制,这可能有助于开发基于R环或R环调节剂的抗癌疗法。
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引用次数: 0
MRG15 promotes cell apoptosis through inhibition of mitophagy in hyperlipidemic acute pancreatitis. MRG15在高脂血症急性胰腺炎中通过抑制有丝分裂促进细胞凋亡
IF 6.1 2区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s10495-024-02034-4
Boyuan Gu, Wenhao Yu, Zhiwei Huang, Junjie Bai, Shenglu Liu, Bingyu Ren, Pengru Wang, Lei Sun, Jian Wen, Yang Zheng, Peng Tan, Wenguang Fu

Hyperlipidemia is a common cause of acute pancreatitis (AP), often leading to more severe clinical symptoms. The mortality factor 4-like protein 1 (MORF4L1, also called MRG15) plays a crucial role in regulating lipid metabolism. Therefore, this study aimed to explore the mechanism of MRG15 in hyperlipidemic acute pancreatitis (HAP). Mendelian randomization, transcriptome analysis, and single-cell analysis were employed to explore the association between MRG15 and AP by utilizing publicly available databases. In vivo, hypertriglyceridemia mouse models were created by intraperitoneal injection of P407 or using APOE-deficient mice. Subsequently, the HAP model was induced by cerulean. In vitro, a cell model of HAP was established by initially exposing cells to palmitic acid to simulate a high-fat environment, followed by cerulein treatment. Subsequently, MRG15-related indicators were measured. Through Mendelian randomization, it was discovered that there is a positive correlation between genetic expression of MRG15 and the risk of AP. Transcriptome and single-cell analysis revealed that elevated MRG15 expression in AP contributes to lipid metabolism disorders and the activation of apoptosis pathways in pancreatic acinar cells. MRG15 is found to be significantly upregulated in cases of HAP. Knocking down MRG15 led to an increase in mitophagy and a decrease in apoptosis in pancreatic cells, and this effect was reversed when the mitochondrial Tu translation elongation factor (TUFM) was simultaneously knocked down. MRG15 inhibits mitophagy by degrading TUFM, ultimately promoting cell apoptosis and worsening the progression of HAP.

高脂血症是急性胰腺炎(AP)的常见病因,通常会导致更严重的临床症状。死亡率因子4样蛋白1(MORF4L1,又称MRG15)在调节脂质代谢中起着至关重要的作用。因此,本研究旨在探讨MRG15在高脂血症急性胰腺炎(HAP)中的作用机制。研究采用孟德尔随机化、转录组分析和单细胞分析等方法,利用公开数据库探讨了MRG15与急性胰腺炎之间的关联。通过腹腔注射P407或使用APOE缺陷小鼠创建了体内高甘油三酯血症小鼠模型。随后,用神经氨酸诱导 HAP 模型。在体外,首先将细胞暴露于棕榈酸以模拟高脂环境,然后用神经营养素处理,从而建立了 HAP 的细胞模型。随后,测量了与MRG15相关的指标。通过孟德尔随机化发现,MRG15的基因表达与罹患AP的风险呈正相关。转录组和单细胞分析显示,MRG15在AP中的表达升高会导致脂质代谢紊乱和胰腺尖细胞凋亡通路的激活。MRG15在HAP病例中明显上调。敲除MRG15会导致胰腺细胞有丝分裂增加和凋亡减少,而同时敲除线粒体图翻译延伸因子(TUFM)则会逆转这种效应。MRG15通过降解TUFM来抑制有丝分裂,最终促进细胞凋亡并恶化HAP的进展。
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引用次数: 0
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Apoptosis
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