PINK1

PINK1
  • 文章类型: Journal Article
    线粒体对细胞ATP的产生至关重要。它们是高度动态的细胞器,其形态和功能通过线粒体融合和裂变控制。线粒体在足细胞中的特定作用,肾小球高度特化的细胞,仍然不太了解。鉴于重要的结构,功能,哺乳动物足细胞和果蝇肾细胞之间的分子相似性,我们利用蝇肾细胞探讨线粒体在细胞功能中的作用。我们的研究表明,Pink1-Park(哺乳动物PINK1-PRKN)途径的改变可以破坏果蝇肾细胞的线粒体动力学。这种破坏导致线粒体破碎或扩大,两者都损害了线粒体功能。线粒体功能障碍随后引发了细胞内吞缺陷,蛋白质聚集,和细胞损伤。这些发现强调了线粒体在肾细胞功能中的关键作用。
    Mitochondria are crucial for cellular ATP production. They are highly dynamic organelles, whose morphology and function are controlled through mitochondrial fusion and fission. The specific roles of mitochondria in podocytes, the highly specialized cells of the kidney glomerulus, remain less understood. Given the significant structural, functional, and molecular similarities between mammalian podocytes and Drosophila nephrocytes, we employed fly nephrocytes to explore the roles of mitochondria in cellular function. Our study revealed that alterations in the Pink1-Park (mammalian PINK1-PRKN) pathway can disrupt mitochondrial dynamics in Drosophila nephrocytes. This disruption led to either fragmented or enlarged mitochondria, both of which impaired mitochondrial function. The mitochondrial dysfunction subsequently triggered defective intracellular endocytosis, protein aggregation, and cellular damage. These findings underscore the critical roles of mitochondria in nephrocyte functionality.
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  • 文章类型: Journal Article
    糖尿病视网膜病变(DR)是糖尿病的微血管并发症,其特征是视网膜的神经血管损害。线粒体自噬过程的失调发生在凋亡细胞死亡和血管损伤出现之前。特别是,线粒体改变发生在DR发展过程中,支持线粒体自噬与疾病进展负相关的假设。该过程主要受PTEN诱导的推定激酶蛋白1(PINK1)/Parkin途径调节,其激活促进线粒体自噬。在这次审查中,我们将总结文献中报道的证明PINK1/Parkin通路参与糖尿病性视网膜病变诱导的视网膜变性的证据.
    Diabetic retinopathy (DR) is a microvascular complication of diabetes characterized by neurovascular impairment of the retina. The dysregulation of the mitophagy process occurs before apoptotic cell death and the appearance of vascular damage. In particular, mitochondrial alterations happen during DR development, supporting the hypothesis that mitophagy is negatively correlated to disease progression. This process is mainly regulated by the PTEN-induced putative kinase protein 1 (PINK1) /Parkin pathway whose activation promotes mitophagy. In this review, we will summarize the evidence reported in the literature demonstrating the involvement of the PINK1/Parkin pathway in diabetic retinopathy-induced retinal degeneration.
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  • 文章类型: Journal Article
    线粒体靶向Keima(mt-Keima)是一种pH敏感型,用于定量线粒体自噬的酸稳定荧光蛋白。Mt-Keima含有线粒体基质靶向序列,并具有双峰激发,在中性环境中峰值为440nM,在酸性环境中峰值为586nM。从这个双峰激励中,可以计算比例信号以量化活细胞中的线粒体自噬。本章介绍了通过流式细胞术和使用mt-Keima的活细胞共聚焦显微镜测量线粒体自噬的程序。
    Mitochondria-targeted Keima (mt-Keima) is a pH-sensitive, acid-stable fluorescent protein used for the quantification of mitophagy. Mt-Keima contains a mitochondrial matrix targeting sequence and has bimodal excitation with peaks at 440 nM in neutral environments and 586 nM in acidic environments. From this bimodal excitation, a ratiometric signal may be calculated to quantify mitophagy in live cells. This chapter describes procedures for measuring mitophagy by flow cytometry and live cell confocal microscopy with mt-Keima.
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  • 文章类型: Journal Article
    基因PRKN和PINK1内的突变是早发性常染色体隐性遗传帕金森病(PD)的主要原因。然而,大多数早发性PD(EOPD)病例的遗传原因仍未解决。长读测序已成功鉴定出许多致病结构变异,但该技术尚未广泛应用于PD。我们最近通过发现跨越7Mb的复杂结构变体,在一对单卵双胞胎中确定了EOPD的遗传原因,利用牛津纳米孔技术(ONT)长读测序。在这项研究中,我们旨在对此进行扩展,并评估在其他未解决的EOPD病例中是否可以通过ONT长读数测序检测到第二个变异,这些病例报道在PRKN或PINK1中携带一个杂合变异.
    对有1例PRKN/PINK1致病性变异的患者进行ONT长读测序。本研究包括发病年龄小于50岁的EOPD患者。作为阳性对照,我们还纳入了已被鉴定携带两种已知PRKN致病变种的EOPD患者.使用针对单核苷酸变体的短读取靶向组测序和针对拷贝数变体的多重连接依赖性探针扩增(MLPA)进行初始遗传测试。
    48例患者纳入本研究(PRKN\"单变异\"n=24,PINK1\"单变异\"n=12,PRKN\"双变异\"n=12)。使用ONT长读取测序,我们在6名PRKN“单变异”患者中检测到第二个致病变异(26%,6/23),但在PINK1“单变异”患者中没有(0%,0/12)。长读数测序确定了一个具有复杂反转的病例,结构变体重叠的两个实例,和三个重复的情况。此外,在阳性对照PRKN“双变”组中,我们能够在所有患者中鉴定出PRKN的两种致病变异(100%,12/12).
    该数据突出表明,ONT长读测序是一种强大的工具,可用于识别PRKN基因座上的致病性结构变异,而常规方法通常会错过这种变异。因此,对于常规方法无法检测到EOPD的第二种变体的情况,长读数测序应被视为一种替代和补充方法.
    UNASSIGNED: Mutations within the genes PRKN and PINK1 are the leading cause of early onset autosomal recessive Parkinson\'s disease (PD). However, the genetic cause of most early-onset PD (EOPD) cases still remains unresolved. Long-read sequencing has successfully identified many pathogenic structural variants that cause disease, but this technology has not been widely applied to PD. We recently identified the genetic cause of EOPD in a pair of monozygotic twins by uncovering a complex structural variant that spans over 7 Mb, utilizing Oxford Nanopore Technologies (ONT) long-read sequencing. In this study, we aimed to expand on this and assess whether a second variant could be detected with ONT long-read sequencing in other unresolved EOPD cases reported to carry one heterozygous variant in PRKN or PINK1.
    UNASSIGNED: ONT long-read sequencing was performed on patients with one reported PRKN/PINK1 pathogenic variant. EOPD patients with an age at onset younger than 50 were included in this study. As a positive control, we also included EOPD patients who had already been identified to carry two known PRKN pathogenic variants. Initial genetic testing was performed using either short-read targeted panel sequencing for single nucleotide variants and multiplex ligation-dependent probe amplification (MLPA) for copy number variants.
    UNASSIGNED: 48 patients were included in this study (PRKN \"one-variant\" n = 24, PINK1 \"one-variant\" n = 12, PRKN \"two-variants\" n = 12). Using ONT long-read sequencing, we detected a second pathogenic variant in six PRKN \"one-variant\" patients (26%, 6/23) but none in the PINK1 \"one-variant\" patients (0%, 0/12). Long-read sequencing identified one case with a complex inversion, two instances of structural variant overlap, and three cases of duplication. In addition, in the positive control PRKN \"two-variants\" group, we were able to identify both pathogenic variants in PRKN in all the patients (100%, 12/12).
    UNASSIGNED: This data highlights that ONT long-read sequencing is a powerful tool to identify a pathogenic structural variant at the PRKN locus that is often missed by conventional methods. Therefore, for cases where conventional methods fail to detect a second variant for EOPD, long-read sequencing should be considered as an alternative and complementary approach.
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  • 文章类型: Journal Article
    尽管是全球癌症死亡的第三大原因,但除了针对胃癌(GC)的手术切除和淋巴结切除术外,存在非常有限的非危险治疗策略。这项研究提出了一种针对GC的创新治疗方法,该方法使用药物组合策略来操纵线粒体动力学并诱导线粒体病理学介导的细胞死亡。通过qPCR对胃腺癌和正常细胞进行比较分析,westernblot,显微免疫细胞化学,和活细胞成像。在这项研究中,Mdivi-1对动力蛋白相关蛋白1(Drp1)介导的线粒体裂变的损害导致吲哚美辛处理的AGS细胞线粒体结构动力学失衡,其中线粒体自噬调节蛋白PINK1下调。这些药物与单个亚致死剂量的组合最终导致细胞死亡机制的激活,上调促凋亡蛋白如Bax,美洲狮,还有Noxa.有趣的是,这种联合治疗对正常胃上皮细胞没有显著影响,也没有观察到死亡标志物的显著上调.此外,药物组合策略还延迟了GC细胞的细胞迁移和干性降低。总之,这项研究为GC治疗提供了开创性的特定治疗策略,保留正常细胞,利用线粒体作为胃癌抗癌治疗的可行和特异性靶标,为最小的药物介导的毒性提供了机会。
    There exist very limited non-hazardous therapeutic strategies except for surgical resection and lymphadenectomy against gastric cancer (GC) despite being the third leading cause of cancer deaths worldwide. This study proposes an innovative treatment approach against GC using a drug combination strategy that manipulates mitochondrial dynamics in conjunction with the induction of mitochondrial pathology-mediated cell death. Comparative analysis was done with gastric adenocarcinoma and normal cells by qPCR, western blot, microscopic immunocytochemistry, and live cell imaging. In this study, impairment of dynamin-related protein 1 (Drp1)-mediated mitochondrial fission by Mdivi-1 created an imbalance in mitochondrial structural dynamics in indomethacin-treated AGS cells in which mitophagy-regulator protein PINK1 is downregulated. These drug combinations with the individual sub-lethal doses ultimately led to the activation of cell death machinery upregulating pro-apoptotic proteins like Bax, Puma, and Noxa. Interestingly, this combinatorial therapy did not affect normal gastric epithelial cells significantly and also no significant upregulation of death markers was observed. Moreover, the drug combination strategy also retarded cell migration and reduced stemness in GC cells. In summary, this study offers a pioneering specific therapeutic strategy for GC treatment, sparing normal cells providing opportunities for minimal drug-mediated toxicity utilizing mitochondria as a viable and specific target for anti-cancer therapy in gastric cancer.
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  • 文章类型: Journal Article
    川崎病(KD)是一种病因不明的系统性血管炎,主要影响儿童。本研究旨在探讨线粒体自噬在肺炎支原体(MP)诱导的KD中的作用及其机制。要创建MP诱导的KD模型,采用人冠状动脉内皮细胞(HCAECs)和DBA/2小鼠,并用Mp-脂质相关膜蛋白(LAMPs)处理。测试乳酸脱氢酶(LDH)水平以确定细胞损伤或死亡。使用酶联免疫吸附测定(ELISA)方法测量炎性细胞因子肿瘤坏死因子(TNF)-α和白介素(IL)-6。RT-qPCR和Westernblotting检测细胞间粘附分子(ICAM)-1、血管细胞粘附分子(VCAM)-1、诱导型一氧化氮合酶(iNOS)的表达,LC3,p62,PINK1(线粒体丝氨酸/苏氨酸蛋白激酶),和PARKIN(一种胞质E3-泛素连接酶)。三磷酸腺苷(ATP),活性氧(ROS),测定线粒体膜电位(MMP)水平以确定线粒体功能。使用免疫荧光和线粒体自噬检测测试研究了线粒体自噬。使用透射电子显微镜检查自噬体和线粒体形态。为了识别炎症细胞浸润,利用苏木精和伊红染色。MP-LAMPs增加TNF-α的水平,HCAEC细胞模型中IL-6、ICAM-1、VCAM-1和iNOS,随着LDH的释放。Mp-LAMMPs暴露后,LC3升高,p62降低。同时,PINK1和Parkin的表达增加。环孢菌素A显著增加了用Mp-LAMPs处理的HCAEC细胞的ATP合成和MMP,在抑制ROS产生的同时,表现出过度的线粒体自噬相关的线粒体功能障碍。此外,在Mp-LAMPs治疗的小鼠中,由于PINK1和Parkin抑制环孢素A,体重和动脉组织均不受影响。这些发现表明PINK1/Parkin介导的线粒体自噬抑制可能是MP诱导的KD的治疗靶标。
    Kawasaki disease (KD) is a systemic vasculitis with an unknown cause that primarily affects children. The objective of this study was to explore the function and underlying mechanism of mitophagy in Mycoplasma pneumoniae (MP)-induced KD. To create MP-induced KD models, Human coronary endothelial cells (HCAECs) and DBA/2 mice were employed and treated with Mp-Lipid-associated membrane proteins (LAMPs). Lactate dehydrogenase (LDH) levels were tested to determine cellular damage or death. The inflammatory cytokines tumor necrosis factor (TNF)--α and interleukin (IL)-6 were measured using the Enzyme-Linked Immunosorbent Assay (ELISA) method. RT-qPCR and Western blotting were used to determine the expression of Intercellular Adhesion Molecule(ICAM)-1, vascular cell adhesion molecule (VCAM)-1, inducible nitric oxide synthase(iNOS), LC3, p62, PINK1(a mitochondrial serine/threonine-protein kinase), and PARKIN(a cytosolic E3-ubiquitin ligase). The adenosine triphosphate (ATP), reactive oxygen species (ROS), and mitochondrial membrane potential(MMP) levels were measured to determine mitochondrial function. Mitophagy was investigated using immunofluorescence and a mitophagy detection test. Autophagosome and mitochondrial morphology were examined using transmission electron microscopy. To identify inflammatory cell infiltration, hematoxylin and eosin staining was utilized. Mp-LAMPs increased the levels of TNF-α, IL-6, ICAM-1, VCAM-1, and iNOS in an HCAEC cell model, along with LDH release. After Mp-LAMPs exposure, there was a rise in LC3 and a reduction in p62. Meanwhile, the expression of PINK1 and Parkin was increased. Cyclosporin A dramatically increased ATP synthesis and MMP in HCAEC cells treated with Mp-LAMPs, while suppressing ROS generation, demonstrating excessive mitophagy-related mitochondrial dysfunction. Additionally, neither body weight nor artery tissue were affected due to PINK1 and Parkin suppression Cyclosporin A in Mp-LAMPs-treated mice. These findings indicated that PINK1/Parkin-mediated mitophagy inhibition may be a therapeutic target for MP-induced KD.
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  • 文章类型: Journal Article
    吸烟是几种口腔疾病的公认危险因素,包括口腔癌,口腔白斑和牙周炎,主要与活性氧(ROS)有关。SS-31,一种线粒体靶向四肽,通过减弱线粒体ROS的产生,在医疗条件下表现出明显的疗效。然而,其在口腔疾病治疗中的潜力仍未得到充分开发。这项研究的目的是研究SS-31减轻吸烟引起的口腔上皮损伤的治疗潜力。通过体外实验,我们的结果表明,SS-31通过减少氧化应激发挥对香烟烟雾提取物(CSE)的保护作用,减弱炎症反应,恢复线粒体功能.此外,我们发现有丝分裂自噬,由PINK1(PTEN诱导的推定激酶1)/Parkin(ParkinRBRE3泛素蛋白连接酶)调节,对SS-31的保护作用至关重要。我们的发现为SS-31在缓解CSE诱导的氧化应激方面的治疗潜力提供了有价值的见解。炎症反应,口腔上皮细胞线粒体功能障碍。这项研究为吸烟相关的口腔疾病提供了新的干预目标。
    Smoking is a well-established risk factor for several oral diseases, including oral cancer, oral leukoplakia and periodontitis, primarily related to reactive oxygen species (ROS). SS-31, a mitochondria-targeting tetrapeptide, has exhibited demonstrable efficacy in medical conditions by attenuating mitochondrial ROS production. However, its potential in the treatment of oral diseases remains underexplored. The aim of this study was to investigate the therapeutic potential of SS-31 in mitigating smoking-induced oral epithelial injury. Through in vitro experiments, our results indicate that SS-31 plays a protective role against cigarette smoke extract (CSE) by reducing oxidative stress, attenuating inflammatory response, and restoring mitochondrial function. Furthermore, we found that mitophagy, regulated by PINK1 (PTEN-induced putative kinase 1)/Parkin (Parkin RBR E3 ubiquitin-protein ligase), was critical for the protective role of SS-31. Our findings offer valuable insights into SS-31\'s therapeutic potential in mitigating CSE-induced oxidative stress, inflammatory response, and mitochondrial dysfunction in oral epithelial cells. This study provides novel intervention targets for smoking-related oral diseases.
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  • 文章类型: Journal Article
    Spautin-1是一种众所周知的巨自噬/自噬抑制剂,通过抑制去泛素酶USP10和USP13并促进PIK3C3/VPS34-BECN1复合物的降解,而其对选择性自噬的影响仍知之甚少。线粒体自噬是一种选择性的自噬形式,通过自噬-溶酶体途径清除受损和多余的线粒体。这里,我们报告了一个令人惊讶的发现,虽然spautin-1仍然是一种有效的自噬抑制剂,它促进线粒体损伤剂诱导的PINK1-PRKN依赖性线粒体自噬。机械上,spauthin-1通过与TOMM复合物的成分(TOMM70和TOMM20)结合,促进线粒体外膜(OMM)上全长PINK1的稳定和激活,导致PINK1线粒体输入的破坏和PARL介导的PINK1裂解的预防。此外,spautin-1诱导秀丽隐杆线虫的神经元线粒体自噬(C.秀丽隐杆线虫)以依赖PINK-1-PDR-1的方式。功能上,spautin-1能够改善阿尔茨海默病(AD)C.elegans模型中的联想学习能力。总之,我们报道了spauthin-1通过PINK1-PRKN途径促进线粒体自噬的新功能。由于线粒体自噬的缺乏与神经退行性疾病的发病机制密切相关,spauthin-1的亲线粒体自噬功能可能提示其在AD等神经退行性疾病中的治疗潜力。
    Spautin-1 is a well-known macroautophagy/autophagy inhibitor via suppressing the deubiquitinases USP10 and USP13 and promoting the degradation of the PIK3C3/VPS34-BECN1 complex, while its effect on selective autophagy remains poorly understood. Mitophagy is a selective form of autophagy for removal of damaged and superfluous mitochondria via the autophagy-lysosome pathway. Here, we report a surprising discovery that, while spautin-1 remains as an effective autophagy inhibitor, it promotes PINK1-PRKN-dependent mitophagy induced by mitochondrial damage agents. Mechanistically, spautin-1 facilitates the stabilization and activation of the full-length PINK1 at the outer mitochondrial membrane (OMM) via binding to components of the TOMM complex (TOMM70 and TOMM20), leading to the disruption of the mitochondrial import of PINK1 and prevention of PARL-mediated PINK1 cleavage. Moreover, spautin-1 induces neuronal mitophagy in Caenorhabditis elegans (C. elegans) in a PINK-1-PDR-1-dependent manner. Functionally, spautin-1 is capable of improving associative learning capability in an Alzheimer disease (AD) C. elegans model. In summary, we report a novel function of spautin-1 in promoting mitophagy via the PINK1-PRKN pathway. As deficiency of mitophagy is closely implicated in the pathogenesis of neurodegenerative disorders, the pro-mitophagy function of spautin-1 might suggest its therapeutic potential in neurodegenerative disorders such as AD.Abbreviations: AD, Alzheimer disease; ATG, autophagy related; BafA1, bafilomycin A1; CALCOCO2/NDP52, calcium binding and coiled-coil domain 2; CCCP, carbonyl cyanide m-chlorophenyl hydrazone; COX4/COX IV, cytochrome c oxidase subunit 4; EBSS, Earle\'s balanced salt; ECAR, extracellular acidification rate; GFP, green fluorescent protein; IA, isoamyl alcohol; IMM, inner mitochondrial membrane; MAP1LC3/LC3, microtubule associated protein 1 light chain 3; MMP, mitochondrial membrane potential; mtDNA, mitochondrial DNA; nDNA, nuclear DNA; O/A, oligomycin-antimycin; OCR, oxygen consumption rate; OMM, outer mitochondrial membrane; OPTN, optineurin; PARL, presenilin associated rhomboid like; PINK1, PTEN induced kinase 1; PRKN, parkin RBR E3 ubiquitin protein ligase; p-Ser65-Ub, phosphorylation of Ub at Ser65; TIMM23, translocase of inner mitochondrial membrane 23; TOMM, translocase of outer mitochondrial membrane; USP10, ubiquitin specific peptidase 10; USP13, ubiquitin specific peptidase 13; VAL, valinomycin; YFP, yellow fluorescent protein.
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  • 文章类型: Journal Article
    线粒体自噬是选择性消除功能失调的线粒体的细胞过程,控制线粒体的数量和质量。线粒体自噬的失调可能导致受损线粒体的积累,在肿瘤的发生和发展中起着重要作用。线粒体自噬包括由PINK1/Parkin介导的泛素依赖性途径和由线粒体自噬受体(包括NIX)介导的非泛素依赖性途径。BNIP3和FUNDC1。细胞线粒体自噬广泛参与多个细胞过程,包括代谢重编程,抗肿瘤免疫,铁性凋亡,以及肿瘤细胞和肿瘤微环境之间的相互作用。细胞自噬也调节肿瘤的增殖和转移,stemness,化学抗性,对靶向治疗和放疗的抵抗。在这次审查中,我们总结了线粒体自噬的潜在分子机制,并讨论了线粒体自噬在不同肿瘤环境中的复杂作用,表明它在线粒体自噬相关的抗肿瘤治疗中是一个有希望的靶标。
    Mitophagy is the cellular process to selectively eliminate dysfunctional mitochondria, governing the number and quality of mitochondria. Dysregulation of mitophagy may lead to the accumulation of damaged mitochondria, which plays an important role in the initiation and development of tumors. Mitophagy includes ubiquitin-dependent pathways mediated by PINK1/Parkin and non-ubiquitin dependent pathways mediated by mitochondrial autophagic receptors including NIX, BNIP3, and FUNDC1. Cellular mitophagy widely participates in multiple cellular process including metabolic reprogramming, anti-tumor immunity, ferroptosis, as well as the interaction between tumor cells and tumor-microenvironment. And cellular mitophagy also regulates tumor proliferation and metastasis, stemness, chemoresistance, resistance to targeted therapy and radiotherapy. In this review, we summarized the underlying molecular mechanisms of mitophagy and discussed the complex role of mitophagy in diverse contexts of tumors, indicating it as a promising target in the mitophagy-related anti-tumor therapy.
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  • 文章类型: Journal Article
    背景:乳腺癌是女性最常见的恶性肿瘤,其预后根据其亚型差异很大。三阴性乳腺癌(TNBC)在所有亚型中预后最差。糖基化是影响TNBC患者预后的关键因素。我们的目的是通过分析与糖基化相关的基因来预测患者的预后,从而建立肿瘤预后模型。
    方法:本研究中使用的数据集从癌症基因组图谱计划(TCGA)数据库下载,并通过Cox单向回归分析鉴定预测基因。通过Lasso回归分析获得18个样本中风险得分最高的模型基因建立模型。我们分析了影响TNBC进展的途径,并发现了后续研究的关键基因。
    结果:我们的模型是使用TCGA数据库的数据构建的,并通过Kaplan-Meier曲线分析和受试者工作特征(ROC)曲线评估进行了验证。我们的分析表明,高危人群中肿瘤相关趋化因子的高表达可能与不良肿瘤预后有关。此外,我们进行了随机生存森林分析,并确定了两个重要的基因,即DPM2和PINK1,已被选择用于进一步研究。
    结论:预后分析模型,基于TNBC中的糖基化基因开发,表现出优异的验证功效。该模型对TNBC患者的预后分析具有重要价值。
    BACKGROUND: Breast cancer is the most common malignancy in women, with its prognosis varying greatly according to its subtype. Triple-negative breast cancer (TNBC) has the worst prognosis among all subtypes. Glycosylation is a critical factor influencing the prognosis of patients with TNBC. Our aim is to develop a tumor prognosis model by analyzing genes related to glycosylation to predict patient outcomes.
    METHODS: The dataset used in this study was downloaded from the Cancer Genome Atlas Program (TCGA) database, and predictive genes were identified through Cox one-way regression analysis. The model genes with the highest risk scores among the 18 samples were obtained by lasso regression analysis to establish the model. We analyzed the pathways affecting the progression of TNBC and discovered key genes for subsequent research.
    RESULTS: Our model was constructed using data from TCGA database and validated through Kaplan-Meier curve analysis and Receiver Operating Characteristic (ROC) curve assessment. Our analysis revealed that a high expression of tumor-related chemokines in the high-risk group may be associated with poor tumor prognosis. Furthermore, we conducted a random survival forest analysis and identified two significant genes, namely DPM2 and PINK1, which have been selected for further investigation.
    CONCLUSIONS: The prognostic analysis model, developed based on the glycosylation genes in TNBC, exhibits excellent validation efficacy. This model is valuable for the prognostic analysis of patients with TNBC.
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