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Human decidua basalis mesenchymal stem/stromal cells enhance anticancer properties of human natural killer cells, in vitro. 人类蜕膜基底间充质干细胞/基质细胞可增强体外人类自然杀伤细胞的抗癌特性。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-30 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1435484
Abdulaziz Almutairi, Najlaa A Alshehri, Abdullah Al Subayyil, Eman Bahattab, Manal Alshabibi, Fawaz Abomaray, Yasser S Basmaeil, Tanvir Khatlani

Introduction: Mesenchymal stem cells/stromal cells from the Decidua Basalis of the human placenta (DBMSCs) express wide range of effector molecules that modulate the functions of their target cells. These properties make them potential candidate for use in cellular therapy. In this study, we have investigated the consequences of interaction between DBMSCs and natural killer (NK) cells for both cell types.

Methods: DBMSCs were cultured with IL-2-activated and resting non-activated NK cells isolated from healthy human peripheral blood and various functional assays were performed including, NK cell proliferation and cytolytic activities. Flow cytometry and microscopic studies were performed to examine the expression of NK cell receptors that mediate these cytolytic activities against DBMSCs. Moreover, the mechanism underlying these effects was also investigated.

Results: Our findings revealed that, co-culture of DBMSCs and NK cells resulted in inhibition of proliferation of resting NK cells, while proliferation of IL-2 activated NK cells was increased. Contrarily, treatment of DBMSC's with comparatively high numbers of IL-2 activated NK cells, resulted in their lysis, whereas treatment with low numbers resulted in reduction in their proliferation. Cytolytic activity of NK cells against DBMSCs was mediated by several activating NK cell receptors. In spite of the expression of HLA class I molecules by DBMSCs, they were still lysed by NK cells, excluding their involvement in cytolytic activity. In addition, preconditioning NK cells by DBMSCs, enhanced their ability to suppress tumor cell proliferation and in severe cases resulted in their partial lysis. Lysis and decrease of tumor cell proliferation is associated with increased expression of important molecules involved in anticancer activities.

Discussion: We conclude that DBMSCs exhibit dualfunctions on NK cells that enhance their anticancer therapeutic potential.

简介来自人类胎盘蜕膜基底层的间充质干细胞/基质细胞(DBMSCs)表达多种效应分子,可调节其靶细胞的功能。这些特性使它们成为细胞疗法的潜在候选者。在这项研究中,我们调查了DBMSCs和自然杀伤(NK)细胞之间的相互作用对两种细胞类型的影响:方法:将 DBMSCs 与从健康人外周血中分离的 IL-2 激活型和静息非激活型 NK 细胞一起培养,并进行各种功能测试,包括 NK 细胞增殖和细胞溶解活性。还进行了流式细胞术和显微镜研究,以检测介导这些针对 DBMSCs 的细胞溶解活性的 NK 细胞受体的表达。此外,还研究了这些效应的机制:我们的研究结果表明,DBMSCs 和 NK 细胞的共培养抑制了静止 NK 细胞的增殖,而 IL-2 激活的 NK 细胞的增殖却增加了。相反,用相对较多的 IL-2 活化 NK 细胞处理 DBMSC,会导致其溶解,而用较少的 IL-2 活化 NK 细胞处理,则会导致其增殖减少。NK 细胞对 DBMSCs 的细胞溶解活性由几种活化 NK 细胞受体介导。尽管 DBMSCs 表达 HLA I 类分子,但仍被 NK 细胞裂解,这排除了它们参与细胞溶解活性的可能性。此外,用 DBMSCs 预处理 NK 细胞可增强其抑制肿瘤细胞增殖的能力,严重时还会导致肿瘤细胞部分裂解。肿瘤细胞的溶解和增殖减少与参与抗癌活动的重要分子的表达增加有关:我们的结论是,DBMSCs 对 NK 细胞具有双重功能,可增强其抗癌治疗潜力。
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引用次数: 0
Research hotspots and trends of mesenchymal stem cell-derived extracellular vesicles for drug delivery: a bibliometric and visualization analysis from 2013 to 2023. 间充质干细胞源性细胞外囊泡药物递送的研究热点和趋势:2013-2023年文献计量和可视化分析。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-30 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1412363
Tianyuan Zhao, Yuhao Mu, Haobin Deng, Kaini Liang, Fanfan Zhou, Qiyuan Lin, Fuyang Cao, Feifei Zhou, Zhen Yang

Introduction: Our study aims to provide a comprehensive overview of mesenchymal stem cell-derived extracellular vesicles (MSC-EVs) in drug delivery research, focusing on the period between 2013 and 2023. Given the increasing global interest in this field, we utilized bibliometric tools to explore publication trends, key contributors, and thematic research clusters.

Methods: Data was collected from the Web of Science (WoS) database, and an in-depth bibliometric analysis was conducted using VOSviewer. The analysis encompassed bibliographic coupling, co-citation, co-authorship, and co-occurrence trends, offering a structured insight into global research activity. We also employed Citespace to further analyze thematic clusters in this domain.

Results: Our analysis revealed a total of 1,045 publications related to MSC-EVs in drug delivery over the past decade, showing a steady increase in research output. China led in publication count, H-index, prolific authors, and research funding, while the United States ranked highest in total citations, average citation counts, and H-index performance. Pharmaceutics emerged as the leading journal by publication volume, with the Journal of Controlled Release having the strongest total link strength. Top institutions driving research included Shanghai Jiao Tong University, Zhejiang University, and Harvard University. VOSviewer analysis identified four major research clusters: tissue engineering, cancer, neurological diseases, and targeted delivery. Citespace analysis refined this further into ten thematic areas, including differentiation, tissue regeneration, and drug resistance.

Discussion: This bibliometric assessment provides a holistic visualization of the research landscape for MSC-EVs in drug delivery, underlining the significant contributions of China and the United States. Our findings underscore the increasing global importance of MSC-EV research and highlight emerging themes that will likely guide future research directions. The insights from this study offer a foundational framework for identifying nascent frontiers in MSC-EV-based drug delivery.

导言:我们的研究旨在全面概述间充质干细胞衍生细胞外囊泡(MSC-EVs)在给药研究中的应用,重点关注2013年至2023年期间的研究。鉴于全球对这一领域的兴趣与日俱增,我们利用文献计量学工具探讨了发表趋势、主要贡献者和专题研究集群:数据收集自科学网(WoS)数据库,并使用 VOSviewer 进行了深入的文献计量分析。该分析涵盖了书目耦合、共引、合著和共现趋势,提供了对全球研究活动的结构性洞察。我们还利用 Citespace 进一步分析了这一领域的主题集群:我们的分析显示,在过去十年中,共有 1,045 篇论文涉及间充质干细胞-EVs 在药物递送中的应用,显示出研究成果的稳步增长。中国在论文数量、H 指数、多产作者和研究经费方面均居首位,而美国则在总引用次数、平均引用次数和 H 指数表现方面名列前茅。按出版量计算,《制药学》成为领先期刊,而《控释期刊》的总链接强度最高。推动研究的顶尖机构包括上海交通大学、浙江大学和哈佛大学。VOSviewer 分析确定了四大研究集群:组织工程、癌症、神经疾病和靶向给药。Citespace 分析将其进一步细化为十个主题领域,包括分化、组织再生和耐药性:这项文献计量学评估全面展示了间充质干细胞-EVs在药物递送方面的研究状况,强调了中国和美国的重大贡献。我们的研究结果强调了间充质干细胞-EV研究在全球范围内日益增长的重要性,并突出了可能指导未来研究方向的新兴主题。本研究的见解为确定间充质干细胞-EV药物递送的新兴前沿领域提供了一个基础框架。
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引用次数: 0
PtosisDiffusion: a training-free workflow for precisely predicting post-operative appearance in blepharoptosis patients based on diffusion models. PtosisDiffusion:基于扩散模型精确预测眼睑下垂患者术后外观的免训练工作流程。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-30 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1459336
Shenyu Huang, Jiajun Xie, Boyuan Yang, Qi Gao, Juan Ye

Purpose: This study aims to develop a diffusion-based workflow to precisely predict postoperative appearance in blepharoptosis patients.

Methods: We developed PtosisDiffusion, a training-free workflow that combines face mesh with ControlNet for accurate post-operative predictions, and evaluated it using 39 preoperative photos from blepharoptosis patients. The performance of PtosisDiffusion was compared against three other diffusion-based methods: Conditional Diffusion, Repaint, and Dragon Diffusion.

Results: PtosisDiffusion demonstrated superior performance in subjective evaluations, including overall rating, correction, and double eyelid formation. Statistical analyses confirmed that PtosisDiffusion achieved the highest overlap ratio (0.87 ± 0.07) and an MPLPD ratio close to 1 (1.01 ± 0.10). The model also showed robustness in extreme cases, and ablation studies confirmed the necessity of each model component.

Conclusion: PtosisDiffusion generates accurate postoperative appearance predictions for ptosis patients using only preoperative photographs. Among the four models tested, PtosisDiffusion consistently outperformed the others in both subjective and statistical evaluation.

目的:本研究旨在开发一种基于扩散的工作流程,以精确预测眼睑下垂患者的术后外观:我们开发了上睑下垂扩散(PtosisDiffusion)--一种无需训练的工作流程,它将面部网格与 ControlNet 相结合,可准确预测术后情况,并使用 39 张眼睑外翻患者的术前照片对其进行了评估。将 PtosisDiffusion 的性能与其他三种基于扩散的方法进行了比较:结果:结果表明:上睑下垂扩散法在主观评价(包括总体评分、校正和双眼皮形成)方面表现出色。统计分析证实,PtosisDiffusion 的重叠率最高(0.87 ± 0.07),MPLPD 比率接近 1(1.01 ± 0.10)。该模型在极端情况下也表现出稳健性,消融研究证实了模型各组成部分的必要性:结论:PtosisDiffusion 仅使用术前照片就能准确预测上睑下垂患者的术后外观。在测试的四个模型中,PtosisDiffusion 在主观和统计评估方面的表现始终优于其他模型。
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引用次数: 0
Comparative analysis of human and mouse transcriptomes during skin wound healing. 皮肤伤口愈合过程中人和小鼠转录组的比较分析。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1486493
Maochun Wang, Jiao Zhang, Chongxu Qiao, Shunchao Yan, Guoping Wu

Skin wound healing is a complex process which involves multiple molecular events and the underlying mechanism is not fully understood. We presented a comparative transcriptomic analysis of skin wound healing in humans and mice to identify shared molecular mechanisms across species. We analyzed transcriptomes from three distinct stages of the healing process and constructed protein-protein interaction networks to elucidate commonalities in the healing process. A substantial number of differentially expressed genes (DEGs) were identified in human transcriptomes, particularly upregulated genes before and after wound injury, and enriched in processes related to extracellular matrix organization and leukocyte migration. Similarly, the mouse transcriptome revealed thousands of DEGs, with shared biological processes and enriched KEGG pathways, highlighting a conserved molecular signature in skin wound healing. A total of 21 common DEGs were found across human comparisons, and 591 in mouse comparisons, with four genes (KRT2, MARCKSL1, MMP1, and TNC) consistently differentially expressed in both species, suggesting critical roles in mammalian skin wound healing. The expression trends of these genes were consistent, indicating their potential as therapeutic targets. The molecular network analysis identified five subnetworks associated with collagen synthesis, immunity, cell-cell adhesion, and extracellular matrix, with hub genes such as COL4A1, TLR7, TJP3, MMP13, and HIF1A exhibited significant expression changes before and after wound injury in humans and mice. In conclusion, our study provided a detailed molecular network for understanding the healing process in humans and mice, revealing conserved mechanisms that could help the development of targeted therapies across species.

皮肤伤口愈合是一个复杂的过程,涉及多种分子事件,其基本机制尚未完全明了。我们对人类和小鼠皮肤伤口愈合的转录组进行了比较分析,以确定不同物种之间的共同分子机制。我们分析了愈合过程中三个不同阶段的转录组,并构建了蛋白质-蛋白质相互作用网络,以阐明愈合过程中的共性。在人类转录组中发现了大量差异表达基因(DEGs),尤其是在伤口损伤前后上调的基因,而且富集在与细胞外基质组织和白细胞迁移相关的过程中。同样,小鼠的转录组也发现了数千个 DEGs,它们具有共同的生物学过程和丰富的 KEGG 通路,突显了皮肤伤口愈合的保守分子特征。在人类和小鼠的比较中,共发现了 21 个共同的 DEGs,其中四个基因(KRT2、MARCKSL1、MMP1 和 TNC)在两个物种中的表达始终存在差异,这表明它们在哺乳动物皮肤伤口愈合中起着关键作用。这些基因的表达趋势一致,表明它们有可能成为治疗靶点。分子网络分析确定了与胶原合成、免疫、细胞粘附和细胞外基质相关的五个子网络,其中 COL4A1、TLR7、TJP3、MMP13 和 HIF1A 等枢纽基因在人和小鼠伤口损伤前后均表现出显著的表达变化。总之,我们的研究为了解人类和小鼠的愈合过程提供了一个详细的分子网络,揭示了有助于开发跨物种靶向疗法的保守机制。
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引用次数: 0
CHAC1: a master regulator of oxidative stress and ferroptosis in human diseases and cancers. CHAC1:人类疾病和癌症中氧化应激和铁变态反应的主调节器。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1458716
Jiasen Sun, Hui Ren, Jiawen Wang, Xiang Xiao, Lin Zhu, Yanyan Wang, Lili Yang

CHAC1, an essential regulator of oxidative stress and ferroptosis, is increasingly recognized for its significant roles in these cellular processes and its impact on various human diseases and cancers. This review aims to provide a comprehensive overview of CHAC1's molecular functions, regulatory mechanisms, and effects in different pathological contexts. Specifically, the study objectives are to elucidate the biochemical pathways involving CHAC1, explore its regulatory network, and discuss its implications in disease progression and potential therapeutic strategies. As a γ-glutamyl cyclotransferase, CHAC1 degrades glutathione, affecting calcium signaling and mitochondrial function. Its regulation involves transcription factors like ATF4 and ATF3, which control CHAC1 mRNA expression. CHAC1 is crucial for maintaining redox balance and regulating cell death pathways in cancer. Its elevated levels are associated with poor prognosis in many cancers, indicating its potential as a biomarker and therapeutic target. Additionally, CHAC1 influences non-cancerous diseases such as neurodegenerative and cardiovascular disorders. Therapeutically, targeting CHAC1 could increase cancer cell sensitivity to ferroptosis, aiding in overcoming resistance to standard treatments. This review compiles current knowledge and recent discoveries, emphasizing CHAC1's vital role in human diseases and its potential in diagnostic and therapeutic applications.

CHAC1 是氧化应激和铁变态反应的重要调节因子,它在这些细胞过程中的重要作用及其对各种人类疾病和癌症的影响日益得到认可。本综述旨在全面概述 CHAC1 的分子功能、调控机制以及在不同病理情况下的作用。具体来说,研究目标是阐明涉及 CHAC1 的生化途径,探索其调控网络,并讨论其在疾病进展中的影响和潜在的治疗策略。作为一种γ-谷氨酰环基转移酶,CHAC1降解谷胱甘肽,影响钙信号转导和线粒体功能。其调控涉及 ATF4 和 ATF3 等转录因子,这些因子控制着 CHAC1 mRNA 的表达。CHAC1 对维持氧化还原平衡和调节癌症细胞死亡途径至关重要。在许多癌症中,CHAC1 水平的升高与预后不良有关,这表明它具有作为生物标志物和治疗靶点的潜力。此外,CHAC1 还影响神经退行性疾病和心血管疾病等非癌症疾病。在治疗上,以 CHAC1 为靶点可以提高癌细胞对铁蛋白沉积的敏感性,帮助克服对标准治疗的耐药性。这篇综述汇编了目前的知识和最新发现,强调了 CHAC1 在人类疾病中的重要作用及其在诊断和治疗应用中的潜力。
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引用次数: 0
(Multi-) omics studies of ILC2s in inflammation and metabolic diseases. (炎症和代谢性疾病中 ILC2 的(多)omics 研究。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-28 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1473616
Maria Kral, Emiel P C van der Vorst, Christian Weber, Yvonne Döring

Type 2 innate lymphoid cells (ILC2s) have emerged as pivotal regulators in the pathogenesis of diseases, with their roles in inflammation, metabolism, and tissue homeostasis becoming increasingly recognized. This review provides an overview of the current understanding of ILC2s in inflammation and metabolic disorders, including their functional contributions. Moreover, we will discuss how these cells adapt their metabolic processes to support their function and survival and how their metabolic requirements change under different physiological and pathological conditions. Lastly, we will review recent omics studies that have provided insights into the molecular and cellular characteristics of ILC2s. This includes transcriptomic, proteomic, and metabolomic analyses that have elucidated the gene expression profiles, protein interactions, and metabolic networks, respectively, associated with ILC2s. These studies have advanced our understanding of the functional diversity of ILC2s and their involvement in metabolic disease.

2型先天性淋巴细胞(ILC2s)已成为疾病发病机制中的关键调节因子,它们在炎症、新陈代谢和组织稳态中的作用正日益得到认可。本综述概述了目前对 ILC2 在炎症和代谢紊乱中作用的理解,包括其功能性贡献。此外,我们还将讨论这些细胞如何调整其代谢过程以支持其功能和生存,以及在不同的生理和病理条件下它们的代谢需求是如何变化的。最后,我们将回顾最近的全息研究,这些研究深入揭示了 ILC2 的分子和细胞特征。这包括转录组、蛋白质组和代谢组分析,它们分别阐明了与 ILC2 相关的基因表达谱、蛋白质相互作用和代谢网络。这些研究增进了我们对 ILC2 功能多样性及其参与代谢性疾病的了解。
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引用次数: 0
An update on ox-LDL-inducing vascular smooth muscle cell-derived foam cells in atherosclerosis. 动脉粥样硬化中氧化-LDL诱导血管平滑肌细胞衍生泡沫细胞的最新进展。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1481505
Jingjing Guo, Laijing Du

Excess cholesterol accumulation induces the accumulation of foam cells, eventually accelerating atherosclerosis progress. Historically, the mechanisms of macrophage-derived foam cells have attracted attention because of their central role in plaque development, which was challenged by lineage tracing in union with single-cell sequencing (sc-seq). Accumulated studies have uncovered how vascular smooth muscle cells (VSMCs) proliferate and migrate to the vascular intima and accumulate, then transform into foam cells induced by surplus lipids, finally accounting for 30% to 70% of the total foam cells within the plaque of both mice and humans. Therefore, the mechanisms of VSMC-derived foam cells have received increasing attention. The review intends to summarize the transformation mechanism of VSMCs into foam cells induced by oxidized low-density lipoproteins (ox-LDL) in atherosclerosis.

过量胆固醇的积聚会诱发泡沫细胞的积聚,最终加速动脉粥样硬化的发展。从历史上看,巨噬细胞衍生泡沫细胞的机制因其在斑块形成中的核心作用而备受关注,而结合单细胞测序(sc-seq)进行的系谱追踪则对这一机制提出了挑战。大量研究揭示了血管平滑肌细胞(VSMC)是如何增殖和迁移到血管内膜并积聚,然后在过剩脂质的诱导下转化为泡沫细胞,最终占小鼠和人类斑块内泡沫细胞总数的 30% 至 70%。因此,VSMC 衍生泡沫细胞的机制越来越受到关注。本综述旨在总结动脉粥样硬化中氧化低密度脂蛋白(ox-LDL)诱导 VSMC 转化为泡沫细胞的机制。
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引用次数: 0
Characterizing adipocytokine-related signatures for prognosis prediction in prostate cancer. 描述脂肪细胞因子相关特征以预测前列腺癌的预后。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1475980
Shicheng Fan, Haolin Liu, Jian Hou, Guiying Zheng, Peng Gu, Xiaodong Liu

Background: Prostate cancer (PCa) is a prevalent malignant tumor in males, with a significant incidence of biochemical recurrence (BCR) despite advancements in treatment. Adipose tissue surrounding the prostate, known as periprostatic adipose tissue (PPAT), contributes to PCa invasion through adipocytokine production. However, the relationship between adipocytokine-related genes and PCa prognosis remains understudied. This study was conducted to provide a theoretical basis and serve as a reference for the use of adipocytokine-related genes as prognostic markers in PCa.

Methods: Transcriptome and survival data of PCa patients from The Cancer Genome Atlas (TCGA) database were analyzed. Differential gene expression analysis was conducted using the DESeq2 and limma packages. Prognostic genes were identified through univariate Cox regression and least absolute shrinkage and selection operator (LASSO) regression. A prognostic model was developed and validated utilizing receiver operating characteristic (ROC) and Kaplan-Meier (K-M) curves. Assessments of immune cell infiltration and drug sensitivity were also carried out. Subsequently, the function of BNIP3L gene in PCa was verified.

Results: A total of 47 adipocytokine-related differentially expressed genes (DEGs) were identified. Five genes (PPARGC1A, APOE, BNIP3L, STEAP4, and C1QTNF3) were selected as prognostic markers. The prognostic model demonstrated significant predictive accuracy in both training and validation cohorts. Patients with higher risk scores exhibited poorer survival outcomes. Immune cell infiltration analysis revealed that the high-risk group had increased immune and ESTIMATE scores, while the low-risk group had higher tumor purity. In vitro experiments confirmed the suppressive effects of BNIP3L on PCa cell proliferation, migration, and invasion.

Conclusion: The prognostic model independently predicts the survival of patients with PCa, aiding in prognostic prediction and therapeutic efficacy. It expands the study of adipocytokine-related genes in PCa, presenting novel targets for treatment.

背景:前列腺癌(PCa)是男性中一种常见的恶性肿瘤,尽管治疗手段不断进步,但生化复发(BCR)的发生率仍然很高。前列腺周围的脂肪组织被称为前列腺周围脂肪组织(PPAT),它通过产生脂肪细胞因子来促进 PCa 的侵袭。然而,脂肪细胞因子相关基因与 PCa 预后之间的关系仍未得到充分研究。本研究旨在为使用脂肪细胞因子相关基因作为 PCa 预后标志物提供理论依据和参考:方法:分析了癌症基因组图谱(TCGA)数据库中PCa患者的转录组和生存数据。使用DESeq2和limma软件包进行了差异基因表达分析。通过单变量考克斯回归和最小绝对收缩与选择算子(LASSO)回归确定了预后基因。利用接收者操作特征曲线(ROC)和Kaplan-Meier(K-M)曲线建立并验证了预后模型。此外,还对免疫细胞浸润和药物敏感性进行了评估。随后,对 BNIP3L 基因在 PCa 中的功能进行了验证:结果:共鉴定出 47 个脂肪细胞因子相关的差异表达基因(DEGs)。五个基因(PPARGC1A、APOE、BNIP3L、STEAP4和C1QTNF3)被选为预后标志物。预后模型在训练组和验证组中都显示出了显著的预测准确性。风险评分较高的患者生存率较低。免疫细胞浸润分析显示,高风险组的免疫和ESTIMATE评分增加,而低风险组的肿瘤纯度较高。体外实验证实了 BNIP3L 对 PCa 细胞增殖、迁移和侵袭的抑制作用:结论:该预后模型可独立预测 PCa 患者的生存期,有助于预后预测和治疗效果。它拓展了对 PCa 中脂肪细胞因子相关基因的研究,为治疗提供了新的靶点。
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引用次数: 0
Protamine 2 deficiency results in Septin 12 abnormalities. 原胺 2 缺乏会导致 Septin 12 异常。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1447630
Ondrej Sanovec, Michaela Frolikova, Veronika Kraus, Jana Vondrakova, Maryam Qasemi, Daniela Spevakova, Ondrej Simonik, Lindsay Moritz, Drew Lewis Caswell, Frantisek Liska, Lukas Ded, Jiri Cerny, Tomer Avidor-Reiss, Saher Sue Hammoud, Hubert Schorle, Pavla Postlerova, Klaus Steger, Katerina Komrskova

There is a well-established link between abnormal sperm chromatin states and poor motility, however, how these two processes are interdependent is unknown. Here, we identified a possible mechanistic insight by showing that Protamine 2, a nuclear DNA packaging protein in sperm, directly interacts with cytoskeletal protein Septin 12, which is associated with sperm motility. Septin 12 has several isoforms, and we show, that in the Prm2 -/- sperm, the short one (Mw 36 kDa) is mis-localized, while two long isoforms (Mw 40 and 41 kDa) are unexpectedly lost in Prm2 -/- sperm chromatin-bound protein fractions. Septin 12 co-immunoprecipitated with Protamine 2 in the testicular cell lysate of WT mice and with Lamin B1/2/3 in co-transfected HEK cells despite we did not observe changes in Lamin B2/B3 proteins or SUN4 expression in Prm2 -/- testes. Furthermore, the Prm2 -/- sperm have on average a smaller sperm nucleus and aberrant acrosome biogenesis. In humans, patients with low sperm motility (asthenozoospermia) have imbalanced histone-protamine 1/2 ratio, modified levels of cytoskeletal proteins and we detected retained Septin 12 isoforms (Mw 40 and 41 kDa) in the sperm membrane, chromatin-bound and tubulin/mitochondria protein fractions. In conclusion, our findings present potential interaction between Septin 12 and Protamine 2 or Lamin B2/3 and describe a new connection between their expression and localization, contributing likely to low sperm motility and morphological abnormalities.

精子染色质状态异常与精子运动能力差之间存在着公认的联系,然而,这两个过程是如何相互依存的还不得而知。在这里,我们通过研究发现,精子中的核 DNA 包装蛋白 Protamine 2 可直接与细胞骨架蛋白 Septin 12 相互作用,而后者与精子的运动能力有关。我们发现,在Prm2 -/-精子中,短异构体(Mw 36 kDa)定位错误,而两种长异构体(Mw 40和41 kDa)在Prm2 -/-精子染色质结合蛋白组分中意外丢失。尽管我们在Prm2 -/-睾丸中没有观察到Lamin B2/B3蛋白或SUN4表达的变化,但在WT小鼠的睾丸细胞裂解物中,泌肽12与原胺2共沉淀,在共转染的HEK细胞中,泌肽12与Lamin B1/2/3共沉淀。此外,Prm2 -/--精子的精子核平均较小,顶体生物发生异常。在人类中,精子活力低下(无精子症)患者的组蛋白-质1/2比率失衡,细胞骨架蛋白水平改变,而且我们在精子膜、染色质结合和微管蛋白/软骨蛋白组分中检测到保留的Septin 12异构体(Mw 40和41 kDa)。总之,我们的研究结果表明,Septin 12与原胺2或Lamin B2/3之间可能存在相互作用,并描述了它们的表达和定位之间的新联系,这可能是导致精子活力低下和形态异常的原因。
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引用次数: 0
The application of artificial intelligence in diabetic retinopathy: progress and prospects. 人工智能在糖尿病视网膜病变中的应用:进展与前景。
IF 4.6 2区 生物学 Q2 CELL BIOLOGY Pub Date : 2024-10-25 eCollection Date: 2024-01-01 DOI: 10.3389/fcell.2024.1473176
Xinjia Xu, Mingchen Zhang, Sihong Huang, Xiaoying Li, Xiaoyan Kui, Jun Liu

In recent years, artificial intelligence (AI), especially deep learning models, has increasingly been integrated into diagnosing and treating diabetic retinopathy (DR). From delving into the singular realm of ocular fundus photography to the gradual development of proteomics and other molecular approaches, from machine learning (ML) to deep learning (DL), the journey has seen a transition from a binary diagnosis of "presence or absence" to the capability of discerning the progression and severity of DR based on images from various stages of the disease course. Since the FDA approval of IDx-DR in 2018, a plethora of AI models has mushroomed, gradually gaining recognition through a myriad of clinical trials and validations. AI has greatly improved early DR detection, and we're nearing the use of AI in telemedicine to tackle medical resource shortages and health inequities in various areas. This comprehensive review meticulously analyzes the literature and clinical trials of recent years, highlighting key AI models for DR diagnosis and treatment, including their theoretical bases, features, applicability, and addressing current challenges like bias, transparency, and ethics. It also presents a prospective outlook on the future development in this domain.

近年来,人工智能(AI),尤其是深度学习模型,越来越多地融入到糖尿病视网膜病变(DR)的诊断和治疗中。从深入眼底摄影的单一领域到蛋白质组学和其他分子方法的逐步发展,从机器学习(ML)到深度学习(DL),这一历程见证了从 "存在或不存在 "的二元诊断到根据病程不同阶段的图像判别 DR 的进展和严重程度的能力的转变。自2018年FDA批准IDx-DR以来,大量人工智能模型如雨后春笋般涌现,通过无数临床试验和验证逐渐获得认可。人工智能极大地提高了早期 DR 的检测水平,我们也即将在远程医疗中使用人工智能来解决各领域的医疗资源短缺和健康不公平问题。这篇综合综述细致分析了近年来的文献和临床试验,重点介绍了用于 DR 诊断和治疗的关键人工智能模型,包括其理论基础、特点、适用性,以及应对当前面临的偏见、透明度和伦理等挑战。报告还对这一领域的未来发展进行了展望。
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Frontiers in Cell and Developmental Biology
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