Pub Date : 2024-12-04DOI: 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.
{"title":"Integrated explainable machine learning and multi-omics analysis for survival prediction in cancer with immunotherapy response.","authors":"Alphonse Houssou Hounye, Li Xiong, Muzhou Hou","doi":"10.1007/s10495-024-02050-4","DOIUrl":"https://doi.org/10.1007/s10495-024-02050-4","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142779137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-03DOI: 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.
{"title":"The N6-methyladenosine writer METTL3 promotes breast cancer progression through YTHDF2-dependent posttranscriptional silencing of GSDMD.","authors":"You Shuai, Zhonghua Ma, Jie Ju, Chunxiao Li, Xiaorong Bai, Jian Yue, Xue Wang, Peng Yuan, Haili Qian","doi":"10.1007/s10495-024-02037-1","DOIUrl":"https://doi.org/10.1007/s10495-024-02037-1","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142765847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-03DOI: 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
{"title":"The gut microbial metabolite phenylacetylglutamine increases susceptibility to atrial fibrillation after myocardial infarction through ferroptosis and NLRP3 inflammasome.","authors":"Guangji Wang, Qin He, Wei Shuai, Hongjie Yang, Bin Kong, Shimin Lu, Yang Gong","doi":"10.1007/s10495-024-02046-0","DOIUrl":"https://doi.org/10.1007/s10495-024-02046-0","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142765845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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.
{"title":"Golgi-derived extracellular vesicle production induced by SARS-CoV-2 envelope protein.","authors":"Qiguang Li, Qian Liu, Shuangqu Li, Xiaoli Zuo, Hu Zhou, Zhaobing Gao, Bingqing Xia","doi":"10.1007/s10495-024-02035-3","DOIUrl":"https://doi.org/10.1007/s10495-024-02035-3","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142695206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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.
{"title":"Isolation, identification, and challenges of extracellular vesicles: emerging players in clinical applications.","authors":"Xiaoxiao Ma, Lanwei Peng, Xiaohui Zhu, Tianqi Chu, Changcheng Yang, Bohao Zhou, Xiangwei Sun, Tianya Gao, Mengqi Zhang, Ping Chen, Haiyan Chen","doi":"10.1007/s10495-024-02036-2","DOIUrl":"https://doi.org/10.1007/s10495-024-02036-2","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142613632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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.
{"title":"Lenvatinib inhibits cholangiocarcinoma progression by targeting the FGF19/PI3K/AKT signaling pathway.","authors":"Yingcheng Wei, Lei Yang, Chenwei Tang, Hongkai Zhuang, Xinming Chen, Xiaowu Ma, Xuesong Deng, Yajin Chen, Wenliang Tan, Changzhen Shang","doi":"10.1007/s10495-024-02028-2","DOIUrl":"https://doi.org/10.1007/s10495-024-02028-2","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142613633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 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.
{"title":"FBXO2 as a switch guides a special fate of tumor clones evolving into a highly malignant transcriptional subtype in oral squamous cell carcinoma.","authors":"Jingyi Cheng, Ousheng Liu, Xin Bin, Zhangui Tang","doi":"10.1007/s10495-024-02033-5","DOIUrl":"https://doi.org/10.1007/s10495-024-02033-5","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142563825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 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.
{"title":"Advancements in programmed cell death research in antitumor therapy: a comprehensive overview.","authors":"Shuxin Wei, Chuangye Han, Shutian Mo, Hailian Huang, Xiaoling Luo","doi":"10.1007/s10495-024-02038-0","DOIUrl":"https://doi.org/10.1007/s10495-024-02038-0","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142563780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 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。
{"title":"Dysregulation of R-loop homeostasis shapes the immunosuppressive microenvironment and induces malignant progression in melanoma.","authors":"Yan Ouyang, Yan Gu, Shuqin Li, Xianpeng Wei, Yang Liu, Zejun Wang, Fuzhou Tang, Shichao Zhang","doi":"10.1007/s10495-024-02039-z","DOIUrl":"https://doi.org/10.1007/s10495-024-02039-z","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142563782","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-11-02DOI: 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.
{"title":"MRG15 promotes cell apoptosis through inhibition of mitophagy in hyperlipidemic acute pancreatitis.","authors":"Boyuan Gu, Wenhao Yu, Zhiwei Huang, Junjie Bai, Shenglu Liu, Bingyu Ren, Pengru Wang, Lei Sun, Jian Wen, Yang Zheng, Peng Tan, Wenguang Fu","doi":"10.1007/s10495-024-02034-4","DOIUrl":"https://doi.org/10.1007/s10495-024-02034-4","url":null,"abstract":"<p><p>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.</p>","PeriodicalId":8062,"journal":{"name":"Apoptosis","volume":" ","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142563826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}