biological analysis

生物分析
  • DOI:
    文章类型: Journal Article
    目的:汇总的证据令人信服地确定了先天性心脏病(CHD)的主要遗传基础,尽管在大多数情况下导致冠心病的可遗传决定因素仍然难以捉摸。在目前的调查中,BMP10被选为人类CHD的主要候选基因,主要是由于Bmp10敲除动物的心血管发育异常。这项回顾性研究的目的是鉴定引起CHD的新BMP10突变,并表征鉴定的引起CHD的BMP10突变的功能作用。
    方法:在276名患有各种CHD的先证者和总共288名非CHD志愿者的队列中完成了BMP10的测序测定。来自具有鉴定的BMP10突变的先证者的可用家族成员也被BMP10基因分型。利用双荧光素酶报告基因测定系统,在维持的HeLa细胞中定量分析鉴定的CHD致病BMP10突变对BMP10对TBX20和NKX2.5的反式激活的影响。
    结果:一个新的杂合BMP10突变,NM_014482.3:c.247G>T;p。(Glu83*),在一个先证者中发现动脉导管未闭(PDA),证实与突变携带者家族中的PDA表型共分离。在288名非CHD志愿者中未观察到无义突变。功能分析揭示了Glu83*-突变体BMP10对其两个代表性靶基因TBX20和NKX2.5没有反式激活,据报道这两个靶基因都会导致CHD。
    结论:这些发现提供了强有力的证据,表明基因受损的BMP10使人类容易患上冠心病,这揭示了CHD背后的新分子机制,并允许产前遗传咨询和CHD的个性化精确管理。
    OBJECTIVE: Aggregating evidence convincingly establishes the predominant genetic basis underlying congenital heart defects (CHD), though the heritable determinants contributing to CHD in the majority of cases remain elusive. In the current investigation, BMP10 was selected as a prime candidate gene for human CHD mainly due to cardiovascular developmental abnormalities in Bmp10-knockout animals. The objective of this retrospective study was to identify a new BMP10 mutation responsible for CHD and characterize the functional effect of the identified CHD-causing BMP10 mutation.
    METHODS: Sequencing assay of BMP10 was fulfilled in a cohort of 276 probands with various CHD and a total of 288 non-CHD volunteers. The available family members from the proband harboring an identified BMP10 mutation were also BMP10-genotyped. The effect of the identified CHD-causative BMP10 mutation on the transactivation of TBX20 and NKX2.5 by BMP10 was quantitatively analyzed in maintained HeLa cells utilizing a dual-luciferase reporter assay system.
    RESULTS: A novel heterozygous BMP10 mutation, NM_014482.3:c.247G>T;p.(Glu83*), was identified in one proband with patent ductus arteriosus (PDA), which was confirmed to co-segregate with the PDA phenotype in the mutation carrier\'s family. The nonsense mutation was not observed in 288 non-CHD volunteers. Functional analysis unveiled that Glu83*-mutant BMP10 had no transactivation on its two representative target genes TBX20 and NKX2.5, which were both reported to cause CHD.
    CONCLUSIONS: These findings provide strong evidence indicating that genetically compromised BMP10 predisposes human beings to CHD, which sheds light on the new molecular mechanism that underlies CHD and allows for antenatal genetic counseling and individualized precise management of CHD.
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  • 文章类型: Journal Article
    格林-巴利综合征(GBS)是一种医学疾病,其特征是身体的免疫系统攻击周围神经,包括那些在脊神经根中的,周围神经,和颅神经。它会导致四肢无力,异常的感觉,面神经麻痹.一些研究报告了与2019年严重冠状病毒病(COVID-19)和GBS相关的临床病例,但COVID-19如何影响GBS尚不清楚。
    我们利用生物信息学技术探索了COVID-19与GBS之间的潜在遗传联系。从基因表达综合(GEO)数据库中收集与COVID-19和GBS相关的基因差异表达(DEGs)。通过走十字路口,我们获得了COVID-19和GBS的共享DEG。随后,我们利用生物信息学分析工具来分析常见的DEG,进行功能富集分析并构建蛋白质-蛋白质相互作用网络(PPI),转录因子(TF)-基因网络,和TF-miRNA网络。最后,我们通过构建接收器工作特性(ROC)曲线验证了我们的发现。
    这项研究首次利用生物信息学工具来调查COVID-19与GBS之间的紧密遗传关系。CAMP,LTF,DEFA1B,SAMD9、GBP1、DDX60、DEFA4和OAS3被认为是COVID-19和GBS之间最重要的相互作用基因。此外,NOD样受体的信号通路被认为在COVID-19和GBS之间的联系中至关重要。
    Guillain-Barré syndrome (GBS) is a medical condition characterized by the immune system of the body attacking the peripheral nerves, including those in the spinal nerve roots, peripheral nerves, and cranial nerves. It can cause limb weakness, abnormal sensations, and facial nerve paralysis. Some studies have reported clinical cases associated with the severe coronavirus disease 2019 (COVID-19) and GBS, but how COVID-19 affects GBS is unclear.
    We utilized bioinformatics techniques to explore the potential genetic connection between COVID-19 and GBS. Differential expression of genes (DEGs) related to COVID-19 and GBS was collected from the Gene Expression Omnibus (GEO) database. By taking the intersection, we obtained shared DEGs for COVID-19 and GBS. Subsequently, we utilized bioinformatics analysis tools to analyze common DEGs, conducting functional enrichment analysis and constructing Protein-protein interaction networks (PPI), Transcription factors (TF) -gene networks, and TF-miRNA networks. Finally, we validated our findings by constructing the Receiver Operating Characteristic (ROC) curves.
    This study utilizes bioinformatics tools for the first time to investigate the close genetic relationship between COVID-19 and GBS. CAMP, LTF, DEFA1B, SAMD9, GBP1, DDX60, DEFA4, and OAS3 are identified as the most significant interacting genes between COVID-19 and GBS. In addition, the signaling pathway of NOD-like receptors is believed to be essential in the link between COVID-19 and GBS.
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  • 文章类型: Journal Article
    单细胞RNA测序(scRNA-seq)能够解决疾病中的细胞异质性,并有助于鉴定新的细胞类型和亚型。然而,细胞间相互作用引起的分组效应在识别亚群的工具开发中经常被忽视.我们提出了LP_SGL,它结合了细胞群结构,通过整合scRNA-seq来鉴定表型相关的亚群,批量表达和批量表型数据。通过莱顿算法从scRNA-seq数据中获得细胞组,这有助于识别亚群并提高模型的鲁棒性。LP_SGL确定了更高百分比的癌细胞,T细胞和肿瘤相关细胞比剪刀和scAB对肺腺癌的诊断,黑色素瘤药物反应和肝癌生存数据集,分别。对三个原始数据集和四个独立的外部验证集的生物学分析表明,该细胞亚群的信号基因可以预测癌症。免疫疗法和生存。
    Single-cell RNA sequencing (scRNA-seq) enables the resolution of cellular heterogeneity in diseases and facilitates the identification of novel cell types and subtypes. However, the grouping effects caused by cell-cell interactions are often overlooked in the development of tools for identifying subpopulations. We proposed LP_SGL which incorporates cell group structure to identify phenotype-associated subpopulations by integrating scRNA-seq, bulk expression and bulk phenotype data. Cell groups from scRNA-seq data were obtained by the Leiden algorithm, which facilitates the identification of subpopulations and improves model robustness. LP_SGL identified a higher percentage of cancer cells, T cells and tumor-associated cells than Scissor and scAB on lung adenocarcinoma diagnosis, melanoma drug response and liver cancer survival datasets, respectively. Biological analysis on three original datasets and four independent external validation sets demonstrated that the signaling genes of this cell subset can predict cancer, immunotherapy and survival.
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  • 文章类型: Journal Article
    过早卵巢功能不全(POI)是女性不孕的最常见原因之一,病因高度异质性。大多数病例是特发性的,发病机制尚不清楚。先前的研究证明,免疫系统在POI中起着至关重要的作用。然而,免疫系统的确切作用尚不清楚.本研究旨在通过单细胞RNA测序(scRNA-seq)分析POI患者外周血单个核细胞(PBMC)的特征,并探讨免疫反应在特发性POI中的潜在参与。
    从三名正常受试者和三名POI患者收集PBMC。对PBMC进行scRNA-seq以鉴定细胞簇和不同表达的基因(DEG)。进行富集分析和细胞-细胞通讯分析,以探索POI患者免疫细胞中最活跃的生物学功能。
    总共,在两组中鉴定出22个细胞簇和10种细胞类型。与正常人相比,经典单核细胞和NK细胞的百分比降低,血浆B细胞的丰度增加,和CD4/CD8比值明显高于POI。此外,IGKC的上调,IFITM1、CD69、JUND和LYZ的下调,GNLY,VCAN,和S100A9被识别,富含NK细胞介导的细胞毒性,抗原加工和呈递,和IL-17信号通路。其中,IGHM和LYZ分别是POI的所有细胞簇中最显著上调和下调的基因。健康受试者和POI患者之间的细胞间通讯强度不同,并对多个信号通路进行了评估。发现TNF途径在POI中是独特的,其中经典单核细胞是TNF信号传导的主要靶标和来源。
    细胞免疫功能异常与特发性POI有关。单核细胞,NK细胞,B细胞,它们丰富的差异基因可能在特发性POI的发生发展中起作用。这些发现为理解POI的发病机理提供了新的机制见解。
    Premature ovarian insufficiency (POI) is one of the most common causes of female infertility and the etiology is highly heterogeneous. Most cases are idiopathic and the pathogenesis remains unclear. Previous studies proved that the immune system plays a crucial role in POI. However, the precise role of immune system remains unclear. This study aimed to analyze the characteristics of peripheral blood mononuclear cells (PBMC) from patients with POI by single-cell RNA sequencing (scRNA-seq) and to explore the potential involvement of immune response in idiopathic POI.
    PBMC was collected from three normal subjects and three patients with POI. PBMC was subjected to scRNA-seq to identify cell clusters and differently expressed genes (DEGs). Enrichment analysis and cell-cell communication analysis were performed to explore the most active biological function in the immune cells of patients with POI.
    In total, 22 cell clusters and 10 cell types were identified in the two groups. Compared with normal subjects, the percentage of classical monocytes and NK cells was decreased, the abundance of plasma B cells was increased, and CD4/CD8 ratio was significantly higher in POI. Furthermore, upregulation of IGKC, IFITM1, CD69, JUND and downregulation of LYZ, GNLY, VCAN, and S100A9 were identified, which were enriched in NK cell-mediated cytotoxicity, antigen processing and presentation, and IL-17 signaling pathway. Among them, IGHM and LYZ were respectively the most significantly upregulated and downregulated genes among all cell clusters of POI. The strength of cell-cell communication differed between the healthy subjects and patients with POI, and multiple signaling pathways were assessed. The TNF pathway was found to be unique in POI with classical monocytes being the major target and source of TNF signaling.
    Dysfunction of cellular immunity is related to idiopathic POI. Monocytes, NK cells, and B cells, and their enriched differential genes may play a role in the development of idiopathic POI. These findings provide novel mechanistic insight for understanding the pathogenesis of POI.
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  • 文章类型: Journal Article
    背景:种族和地区差异对年轻胃癌(GC)患者的影响尚不清楚。
    目的:探讨临床病理特征,预后列线图,中国和美国年轻GC患者的生物学分析。
    方法:从2000年至2018年,年龄小于40岁的GC患者来自中国国家癌症中心和监测流行病学和最终结果数据库。基于基因表达综合数据库进行生物学分析。通过Kaplan-Meier估计和Cox比例风险模型进行生存分析。
    结果:从2000年至2018年共选择6098名年轻GC患者,其中1159名在中国国家癌症中心登记。和4939来自监测流行病学和最终结果数据库。与美国集团相比,中国年轻患者的生存结果较好(P<0.01)。对于种族/民族,年轻的中国病例的预后也优于白人和黑人数据集(P<0.01)。按病理肿瘤淋巴结转移(pTNM)分期分层后,在病理阶段I的中国观察到生存优势,III,和IV(均P<0.01),而II期的年轻GC患者没有差异(P=0.16)。在多变量分析中,中国的预测因子涉及诊断期,linitisplastica,和pTNM阶段,而种族,诊断期,性别,location,分化,linitisplastica,印戒细胞,pTNM阶段,手术,和化疗在美国组中得到证实。建立了年轻患者的预后列线图,中国组的曲线下面积为0.786,美国组为0.842。此外,三个基因表达谱(GSE27342,GSE51105和GSE38749)被纳入进一步的生物学分析,在不同地区的年轻GC患者中发现了独特的分子特征。
    结论:除了年轻的pTNMII期病例,在病理阶段I的中国组中观察到生存优势,III,与美国集团相比,这可能部分是由于手术方式的差异和中国癌症筛查的改进。列线图模型为评估中国和美国年轻患者的预后提供了一个有见地和适用的工具。此外,对不同地区的年轻患者进行生物学分析,这可能部分解释了亚群的组织病理学行为和生存差异。
    BACKGROUND: The impact of racial and regional disparity on younger patients with gastric cancer (GC) remains unclear.
    OBJECTIVE: To investigate the clinicopathological characteristics, prognostic nomogram, and biological analysis of younger GC patients in China and the United States.
    METHODS: From 2000 to 2018, GC patients aged less than 40 years were enrolled from the China National Cancer Center and the Surveillance Epidemiology and End Results database. Biological analysis was performed based on the Gene Expression Omnibus database. Survival analysis was conducted via Kaplan-Meier estimates and Cox proportional hazards models.
    RESULTS: A total of 6098 younger GC patients were selected from 2000 to 2018, of which 1159 were enrolled in the China National Cancer Center, and 4939 were collected from the Surveillance Epidemiology and End Results database. Compared with the United States group, younger patients in China revealed better survival outcomes (P < 0.01). For race/ethnicity, younger Chinese cases also enjoyed a better prognosis than that in White and Black datasets (P < 0.01). After stratification by pathological Tumor-Node-Metastasis (pTNM) stage, a survival advantage was observed in China with pathological stage I, III, and IV (all P < 0.01), whereas younger GC patients with stage II showed no difference (P = 0.16). In multivariate analysis, predictors in China involved period of diagnosis, linitis plastica, and pTNM stage, while race, diagnostic period, sex, location, differentiation, linitis plastica, signet ring cell, pTNM stage, surgery, and chemotherapy were confirmed in the United States group. Prognostic nomograms for younger patients were established, with the area under the curve of 0.786 in the China group and of 0.842 in the United States group. Moreover, three gene expression profiles (GSE27342, GSE51105, and GSE38749) were enrolled in further biological analysis, and distinctive molecular characteristics were identified in younger GC patients among different regions.
    CONCLUSIONS: Except for younger cases with pTNM stage II, a survival advantage was observed in the China group with pathological stage I, III, and IV compared to the United States group, which might be partly due to differences in surgical approaches and the improvement of the cancer screening in China. The nomogram model provided an insightful and applicable tool to evaluate the prognosis of younger patients in China and the United States. Furthermore, biological analysis of younger patients was performed among different regions, which might partly explain the histopathological behavior and survival disparity in the subpopulations.
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  • 文章类型: Journal Article
    未经证实:非小细胞肺癌(NSCLC)患者特别容易感染2019年冠状病毒病(COVID-19)。目前,目前尚无抗NSCLC/COVID-19治疗方案。由于人参皂苷Rg3对NSCLC患者有益,已被确定为病毒的进入抑制剂,本研究旨在探讨人参皂苷Rg3治疗COVID-19非小细胞肺癌的药理机制。
    UNASSIGNED:基于大规模数据挖掘和系统生物学分析,这项研究调查了目标基因,生物过程,药理机制,人参皂苷Rg3对COVID-19非小细胞肺癌患者的潜在免疫意义。
    UNASSIGNED:构建了包含26个靶基因的重要基因集。鉴定出具有显著预后价值的靶基因,包括含有5(BIRC5)的杆状病毒IAP重复序列,碳酸酐酶9(CA9),内皮素受体B型(EDNRB),胰高血糖素受体(GCGR),白细胞介素2(IL2),肽基精氨酸脱亚胺酶4(PADI4),和溶质载体有机阴离子转运蛋白家族成员1B1(SLCO1B1)。目的基因的表达与巨噬细胞浸润水平显著相关,嗜酸性粒细胞,自然杀伤细胞,和T淋巴细胞。人参皂苷Rg3可能通过调节主要参与抗炎的信号通路使COVID-19非小细胞肺癌患者受益,免疫调节,细胞周期,细胞命运,致癌作用,和血液动力学。
    UNASSIGNED:这项研究提供了基于系统生物学方法的NSCLC和COVID-19药物发现的综合策略。人参皂苷Rg3可能是治疗COVID-19非小细胞肺癌的前瞻性药物。需要进一步研究确定人参皂苷Rg3对COVID-19非小细胞肺癌患者的价值。
    UNASSIGNED: Non-small cell lung cancer (NSCLC) patients are particularly vulnerable to the Coronavirus Disease-2019 (COVID-19). Currently, no anti-NSCLC/COVID-19 treatment options are available. As ginsenoside Rg3 is beneficial to NSCLC patients and has been identified as an entry inhibitor of the virus, this study aims to explore underlying pharmacological mechanisms of ginsenoside Rg3 for the treatment of NSCLC patients with COVID-19.
    UNASSIGNED: Based on a large-scale data mining and systemic biological analysis, this study investigated target genes, biological processes, pharmacological mechanisms, and underlying immune implications of ginsenoside Rg3 for NSCLC patients with COVID-19.
    UNASSIGNED: An important gene set containing 26 target genes was built. Target genes with significant prognostic value were identified, including baculoviral IAP repeat containing 5 (BIRC5), carbonic anhydrase 9 (CA9), endothelin receptor type B (EDNRB), glucagon receptor (GCGR), interleukin 2 (IL2), peptidyl arginine deiminase 4 (PADI4), and solute carrier organic anion transporter family member 1B1 (SLCO1B1). The expression of target genes was significantly correlated with the infiltration level of macrophages, eosinophils, natural killer cells, and T lymphocytes. Ginsenoside Rg3 may benefit NSCLC patients with COVID-19 by regulating signaling pathways primarily involved in anti-inflammation, immunomodulation, cell cycle, cell fate, carcinogenesis, and hemodynamics.
    UNASSIGNED: This study provided a comprehensive strategy for drug discovery in NSCLC and COVID-19 based on systemic biology approaches. Ginsenoside Rg3 may be a prospective drug for NSCLC patients with COVID-19. Future studies are needed to determine the value of ginsenoside Rg3 for NSCLC patients with COVID-19.
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  • 文章类型: Journal Article
    使用简单且环保的方法将立方体形的原钒酸钐(SmVO4)纳米颗粒与氧化石墨烯片(GOS)互连,以生成SmVO4@GOS纳米复合材料。使用各种光谱和显微技术对SmVO4进行了表征,这证实了GOS在SmVO4纳米粒子周围的包裹。然后将SmVO4@GOS用于修饰玻碳电极(GCE),对柳氮磺胺吡啶(SSZ)的电化学性能进行了评估,抗生素药物.循环伏安法和安培法均用于在pH7下使用SmVO4@GOS修饰的GCE的SSZ测定。改进型电流传感器更灵敏,低检测限(2.16nM)和宽线性范围20nM-667μM(Ag/AgCl)。在生理pH值下,用血清和尿液样品测试了SSZ的电化学氧化,回收率为96.1-98.6%。这表明改进的电化学传感器对SSZ检测具有良好的灵敏度和实际适用性。在非酶传感器领域,SmVO4@GOS/GCE提供了非常有前途的性能。因此,电化学传感器在生物医学设备中具有广泛的分析应用能力。
    Cube-shaped samarium orthovanadate (SmVO4) nanoparticles were interconnected with a graphene oxide sheet (GOS) using a simple and eco-friendly method to generate a SmVO4@GOS nanocomposite. SmVO4 was characterized using various spectroscopic and microscopic techniques, which confirmed the wrapping of GOS around the SmVO4 nanoparticles. SmVO4@GOS was then used to modify a glassy carbon electrode (GCE), which was evaluated for its electrochemical performance toward the assay of sulfasalazine (SSZ), an antibiotic drug. Cyclic voltammetry and amperometry were both used for the assay of SSZ using the SmVO4@GOS-modified GCE at pH 7. The modified amperometric sensor is more sensitive, with a low detection limit (2.16 nM) and wide linear range of 20 nM-667 μM (Ag/AgCl). The electrochemical oxidation of SSZ was tested with blood serum and urine samples at physiological pH with recoveries in the range 96.1-98.6%. It indicates that the modified electrochemical sensor has good sensitivity and practical applicability toward SSZ detection. In the field of non-enzymatic sensors, SmVO4@GOS/GCE provides a highly promising performance. Therefore, the electrochemical sensors have capacity for extensive analytical applications in biomedical devices.
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  • 文章类型: Journal Article
    生物样本的采集和分析是疾病诊断和治疗的有效手段。血液取样是生物分析中的传统方法。然而,采血方法不可避免地依赖于侵入性技术,通常由专业人员进行。与传统的基于血液的分析方法相比,基于微针(MN)的设备由于其非侵入性方式而受到越来越多的关注。在本次审查中,我们介绍了制造MNs的材料。我们根据四类对基于MN的设备进行分类:用于透皮采样的MN,生物标志物捕获,检测或监测分析物,和生物信号记录。重点介绍并详细讨论了它们的设计策略和相应的应用。最后,讨论了基于MN的设备的未来前景。
    The collection and analysis of biological samples are an effective means of disease diagnosis and treatment. Blood sampling is a traditional approach in biological analysis. However, the blood sampling approach inevitably relies on invasive techniques and is usually performed by a professional. The microneedle (MN)-based devices have gained increasing attention due to their noninvasive manner compared to the traditional blood-based analysis method. In the present review, we introduce the materials for fabrication of MNs. We categorize MN-based devices based on four classes: MNs for transdermal sampling, biomarker capture, detecting or monitoring analytes, and bio-signal recording. Their design strategies and corresponding application are highlighted and discussed in detail. Finally, future perspectives of MN-based devices are discussed.
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  • 文章类型: Journal Article
    作为一种多方面的综合症,脓毒症在全球范围内导致高死亡风险。由于生物标志物和潜在靶标不足,很难进行干预。原因是对脓毒症过程中的调节机制知之甚少。在这项研究中,通过加权基因共表达网络分析(WGCNA),整合GSE134347脓毒症的表达谱,构建基因相互作用网络。R包DiffCorr用于评估差异相关性,并确定败血症和健康组织之间的显着差异。因此,在网络中检测到26个模块,其中蓝色和暗红色模块与脓毒症表现出最显著的关联.最后,我们确定了一些具有相反相关性的新基因,包括ZNF366,ZMYND11,SVIP和UBE2H。进一步的生物学分析揭示了它们在脓毒症管理中的有希望的作用。因此,首先建立了基于微分相关的算法,以发现败血症中的有吸引力的调节器。
    As a multifaceted syndrome, sepsis leads to high risk of death worldwide. It is difficult to be intervened due to insufficient biomarkers and potential targets. The reason is that regulatory mechanisms during sepsis are poorly understood. In this study, expression profiles of sepsis from GSE134347 were integrated to construct gene interaction network through weighted gene co-expression network analysis (WGCNA). R package DiffCorr was utilized to evaluate differential correlations and identify significant differences between sepsis and healthy tissues. As a result, twenty-six modules were detected in the network, among which blue and darkred modules exhibited the most significant associations with sepsis. Finally, we identified some novel genes with opposite correlations including ZNF366, ZMYND11, SVIP and UBE2H. Further biological analysis revealed their promising roles in sepsis management. Hence, differential correlations-based algorithm was firstly established for the discovery of appealing regulators in sepsis.
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  • 文章类型: Journal Article
    脂质体是公认的和必需的纳米大小的药物递送系统。脂质体是由细胞膜组分组成的磷脂囊泡,并且已经被用作模拟细胞的结构和功能的人工细胞模型,并且在各种生物学分析中具有巨大的用途。脂质体在临床前和临床试验中作为有用的药物载体获得了巨大的优势并提供了广泛的应用。这篇综述专门总结了脂质体制备的可扩展技术,并着重于工业适用性的优势和局限性。此外,这篇综述讨论了生物医学应用的最新进展,并提到了市售制剂的主要亮点,最近的临床试验和专利。此外,这篇综述还提供了分类的简要信息,脂质体的组成和表征。
    Liposomes are well-recognized and essential nano-sized drug delivery systems. Liposomes are phospholipid vesicles comprised of cell membrane components and have been employed as artificial cell models to mimic structure and functions of cells and are of immense use in various biological analyses. Liposomes acquire great advantages and provide wide range of applications as useful drug carriers in pre-clinical and clinical trials. This review summarizes exclusively on scalable techniques for liposome preparation and focuses on the strengths and limitations with respect to industrial applicability. Also, this review discusses the updated recent advancements in biomedical applications with a mention of key highlights of commercially available formulations, clinical trials and patents in recent past. Furthermore, this review also provides brief information of the classification, composition and characterization of liposomes.
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