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Effect of hydrophobic proteins in modulating the mechanical properties of lung surfactant membranes 疏水蛋白在调节肺表面活性物质膜力学性能中的作用。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-21 DOI: 10.1016/j.chemphyslip.2024.105464
Ainhoa Collada , Johann Mertens , Emma Batllori-Badia , Alberto Galindo , Antonio Cruz , Jesús Pérez-Gil
Pulmonary surfactant is a membranous complex that enables breathing dynamics at the respiratory surface. Extremely low values of surface tension are achieved at end-expiration thanks to a unique mixture of lipids and proteins. In particular, the hydrophobic surfactant proteins, specially the protein SP-B, are crucial for surfactant biophysical function, in order to provide the surfactant lipid matrix with the ability to form membranous multi-layered interfacial films that sustain optimal mechanical properties. To analyse the contribution of the proteins to modulate the resistance to mechanical forces of surfactant membrane-based structures, atomic force microscopy of supported lipid bilayers has been used here to determine quantitative mechanical parameters defining the effect of the presence of proteins SP-B and/or SP-C on phospholipid membranes intended to model at least part of the structures integrated into pulmonary surfactant complexes. The results show clear differences introduced by proteins in membrane thickness, lateral packing and elasticity, providing evidence supporting protein-promoted modulating of the mechanical properties of surfactant membranes. These effects are found consistent with the behaviour of two relevant native materials: whole pulmonary surfactant isolated from porcine bronchoalveolar lavages and freshly produced human pulmonary surfactant isolated from amniotic fluid, where it is transferred from the foetal lung before the respiratory air-liquid interface has been established.
肺表面活性物质是一种膜状复合体,使呼吸表面的呼吸动力学成为可能。由于脂质和蛋白质的独特混合物,在过期时达到极低的表面张力值。特别是疏水表面活性剂蛋白,特别是SP-B蛋白,对于表面活性剂的生物物理功能至关重要,以提供表面活性剂脂质基质形成膜状多层界面膜的能力,保持最佳的机械性能。为了分析蛋白质在调节表面活性剂膜基结构对机械力的抵抗力方面的贡献,本文使用了支撑脂质双层的原子力显微镜来确定定量力学参数,以确定蛋白质SP-B和/或SP-C对磷脂膜的影响,旨在模拟至少部分整合到肺表面活性剂复合物中的结构。结果表明,蛋白质在膜厚度、横向堆积和弹性方面存在明显差异,为蛋白质促进表面活性剂膜力学性能的调节提供了证据。这些影响与两种相关天然物质的行为一致:从猪支气管肺泡灌洗液中分离的整个肺表面活性剂和从羊水中分离的新鲜生产的人肺表面活性剂,在呼吸气液界面建立之前从胎儿肺部转移。
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引用次数: 0
The mechanical properties of nerves, the size of the action potential, and consequences for the brain 神经的机械特性,动作电位的大小,以及对大脑的影响。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-30 DOI: 10.1016/j.chemphyslip.2024.105461
Thomas Heimburg
The action potential is widely regarded as a purely electrical phenomenon. However, one also finds mechanical and thermal changes that can be observed experimentally. In particular, nerve membranes become thicker and axons contract. The spatial length of the action potential can be quite large, ranging from millimeters to many centimeters. This suggests the use of macroscopic thermodynamics methods to understand its properties. The pulse length is several orders of magnitude larger than the synaptic gap, larger than the distance of the nodes of Ranvier and even larger than the size of many neurons such as pyramidal cells or brain stem motor neurons. Here, we review the mechanical changes in nerves, we discuss theoretical possibilities to explain them and implications of a mechanical nerve pulse for neurons and for the brain. In particular, the contraction of nerves leads to the possibility of fast mechanical synapses.
动作电位被广泛认为是一种纯电现象。然而,人们也发现可以通过实验观察到机械和热的变化。特别是神经膜变厚,轴突收缩。动作电位的空间长度可以相当大,从毫米到许多厘米不等。这表明可以使用宏观热力学方法来理解其性质。脉冲长度比突触间隙大几个数量级,比兰维耶结的距离大,甚至比锥体细胞或脑干运动神经元等许多神经元的大小还要大。在这里,我们回顾了神经的机械变化,讨论了解释这些变化的理论可能性,以及机械神经脉冲对神经元和大脑的影响。特别是,神经的收缩使快速机械突触成为可能。
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引用次数: 0
Modifications of biological membranes, fat globules and liposomes promoted by cavitation processes. Consequences and applications 空化过程促进生物膜、脂肪球和脂质体的修饰。结果和应用。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-30 DOI: 10.1016/j.chemphyslip.2024.105462
Santiago Fleite , Miryan Cassanello , María del Pilar Buera
Cavitation-based technologies, such as ultrasound (or acoustic cavitation, AC) and hydrodynamic cavitation (HC), are gaining interest among green processing technologies due to their cost effectiveness in operation, toxic solvent use reduction, and ability to obtain superior processed products, compared to conventional methods. Both AC and HC generate bubbles, but their effects may differ and it is difficult to make comparisons as both are based on different phenomena and are subject to different operational variables. AC is one of the most used techniques in extraction and homogenization processes at the laboratory level. However, upscaling to an industrial level is hard. On the other hand, HC is based on the passage of the liquid through a constriction (orifice plate, Venturi, throttling valve), which causes an increase in liquid velocity at the expense of local pressure, forcing the pressure around the contraction below the threshold pressure that induces the formation of cavities. Some applications of cavitation technologies, such as the production of liposomes or lipid nanoparticles (LNPs) allow the generation of delivery systems for biomedical applications.Many others (inactivation of pathogenic viruses, bacteria and algae for water purification, extraction procedures, third generation of biofuel production, green extractions) are based on the disruption of lipid membranes. There are also applications aimed at the modification of membranes (like the milk fat globule) for the development of innovative products. Process parameters, such as cavitation intensity, duration and temperature define the impact of the process on the physical, chemical, and biological characteristics of the membranes. Thus, the adequate implementation of cavitation processes requires understanding of interactions and synergistic mechanisms in complex systems and of their effects on membranes at the microscopic or molecular level. In the present work, the use of cavitation technologies for the generation of LNPs or nanostructured lipid carriers, and the effects of AC and HC treatments on several types of membrane systems (liposomes, solid lipid nanoparticles, milk fat globules, algae and bacterial membranes) are discussed, focusing on the structural and chemical modifications of lipidic structures under cavitation.
基于空化的技术,如超声(或声空化,AC)和流体动力空化(HC),由于其操作成本效益,减少有毒溶剂的使用以及与传统方法相比能够获得更好的加工产品,正在绿色加工技术中引起人们的兴趣。AC和HC都产生气泡,但它们的效果可能不同,很难进行比较,因为它们基于不同的现象,受不同的操作变量影响。AC是实验室水平萃取和均质过程中最常用的技术之一。然而,升级到工业水平是困难的。另一方面,HC是基于液体通过收缩装置(孔板、文丘里管、节流阀),以牺牲局部压力为代价增加液体速度,迫使收缩周围的压力低于诱发空腔形成的阈值压力。空化技术的一些应用,如脂质体或脂质纳米颗粒(LNPs)的生产,允许产生用于生物医学应用的输送系统。许多其他技术(用于水净化的致病性病毒、细菌和藻类灭活、提取程序、第三代生物燃料生产、绿色提取)都是基于破坏脂质膜。还有一些应用是针对膜的修饰(如乳脂球),以开发创新产品。工艺参数,如空化强度、持续时间和温度,决定了工艺对膜的物理、化学和生物特性的影响。因此,充分实施空化过程需要了解复杂系统中的相互作用和协同机制,以及它们在微观或分子水平上对膜的影响。在本工作中,讨论了利用空化技术生成LNPs或纳米结构脂质载体,以及AC和HC处理对几种膜系统(脂质体、固体脂质纳米颗粒、乳脂球、藻类和细菌膜)的影响,重点讨论了空化条件下脂质结构的结构和化学修饰。
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引用次数: 0
The pleomorphic cholesterol sensing motifs of transmembrane proteins 跨膜蛋白的多形性胆固醇感应基序
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-29 DOI: 10.1016/j.chemphyslip.2024.105460
Francisco J. Barrantes
Millions of years of phylogenetic evolution have shaped the crosstalk between sterols and membrane-embedded proteins. This lengthy process, which began before the appearance of eukaryotic cells, has sculpted the two types of molecules to cover a wide spectrum of structural interconnectedness, ranging from rapid touch-and-go hits of low-affinity between surfaces to stronger lock-and-key type structural contacts. The former usually involve relatively loose contacts between linear amino acid sequences on the membrane-exposed transmembrane domains of the protein, readily accessible to the sterols as they briefly visit clefts between adjacent transmembrane segments while in rapid exchange with the bulk lipid bilayer. This operational mode is probably the most ancestral one, since it was already present in primitive bacteria interacting with hopanoid lipids. At the other end of this spectrum are more complex cholesterol binding sites that have required the acquisition of complex 3D non-sequential segments of the membrane protein to establish stereochemically elaborate 3D designs complementary to the rough and smooth surfaces of the eukaryotic neutral lipid, cholesterol. This short review explores cholesterol-membrane protein interactions using membrane protein paradigms having in common their participation in intercellular communications neurotransmission, hormone signalling, amino acid/neurotransmitter transport- and in cancer.
数百万年的系统进化形成了固醇和膜内蛋白之间的相互作用。这个漫长的过程始于真核细胞出现之前,它塑造了两种类型的分子,覆盖了广泛的结构互联性,从表面之间低亲和力的快速触碰到更强的锁-钥匙型结构接触。前者通常涉及蛋白质跨膜结构域上的线性氨基酸序列之间相对松散的接触,当甾醇在与大量脂质双分子层快速交换时,它们会短暂地访问相邻跨膜段之间的间隙,从而很容易接近。这种操作模式可能是最古老的一种,因为它已经存在于与类hopanoid脂相互作用的原始细菌中。在这个光谱的另一端是更复杂的胆固醇结合位点,需要获得膜蛋白的复杂3D非顺序片段,以建立立体化学上精细的3D设计,以补充真核中性脂质胆固醇的粗糙和光滑表面。这篇简短的综述利用膜蛋白范式探讨了胆固醇与膜蛋白的相互作用,它们共同参与细胞间通讯、神经传递、激素信号、氨基酸/神经递质转运以及癌症。
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引用次数: 0
Studying the interfacial activity and structure of pulmonary surfactant complexes 研究肺表面活性复合物的界面活性和结构。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1016/j.chemphyslip.2024.105459
Ainhoa Collada, Antonio Cruz, Jesús Pérez-Gil
Pulmonary surfactant (PS) is a membranous complex that coats the respiratory air-liquid interface in air-breathing animal lungs. Its main function is to minimize the surface tension at the end of expiration, what is needed for preventing alveolar collapse. Although the tension reduction capabilities of surfactant depend on the formation of air-exposed phospholipid-enriched monolayers, the interfacial surfactant films are far from simple monolayers. Surfactant surface films are dynamically interconnected to continuously secreted newly synthetized material thanks to the action of a pair of very hydrophobic proteins, termed SP-B and SP-C, which are responsible to modulate the biophysical behavior of the complex. Other proteins in the system, such as the hydrophilic SP-A and SP-D, are integrated into different surfactant structures but participate primarily in the immune defense of the lung. In spite of countless studies on the structure and chemico-physical properties of surfactant membranes, the full complexity of surfactant three-dimensional structure is far from being completely understood. Here we review some of the most useful techniques that have allowed the characterization of the PS system along the years to develop the current models interpreting surfactant structure-function relationships.
肺表面活性物质(PS)是一种膜状复合物,在呼吸空气的动物肺中包裹着呼吸空气-液体界面。它的主要功能是在呼气结束时最大限度地降低表面张力,这是防止肺泡塌陷所必需的。虽然表面活性剂降低张力的能力取决于富含磷脂的空气暴露单层的形成,但界面表面活性剂薄膜远非简单的单层。表面活性剂表面膜与不断分泌的新合成物质之间是动态连接的,这要归功于一对非常疏水的蛋白质(称为 SP-B 和 SP-C),它们负责调节复合物的生物物理行为。该系统中的其他蛋白质,如亲水性的 SP-A 和 SP-D,被整合到不同的表面活性物质结构中,但主要参与肺部的免疫防御。尽管对表面活性物质膜的结构和化学物理性质进行了无数次研究,但人们对表面活性物质三维结构的复杂性还远未完全了解。在此,我们回顾了多年来表征表面活性物质系统的一些最有用的技术,以建立当前解释表面活性物质结构与功能关系的模型。
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引用次数: 0
Use of stable isotope-labeled fatty acids to measure desaturase activities with negative chemical ionization GC-MS 利用负化学电离 GC-MS 测量稳定同位素标记的脂肪酸的去饱和酶活性。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.chemphyslip.2024.105451
Youenn Launay , Iwan Jan , Vincent Ciesielski , Lydie Hue , Mélodie Succar , Léa Fret , Thomas Guerbette , Karima Begriche , Philippe Legrand , Daniel Catheline , Manuel Vlach , Vincent Rioux
Fatty acid desaturases are key enzymes in lipid metabolism. They introduce double bonds between defined carbons of the fatty acyl chain and catalyze rate-limiting steps in the biosynthesis of polyunsaturated fatty acids. For decades, in vitro desaturase activities have been determined by using radiolabeled fatty acids as substrates, incubated with tissue or cell fractions containing membrane-bound desaturases. However, handling radioactivity is being increasingly complicated due to safety and regulatory concern. Radiolabeled fatty acids are also expensive and many of them are not commercially available. There is therefore a crucial need to develop new methods. Although methods using unlabeled fatty acids as substrates have recently been validated, they are well suited for large tissue samples and did not achieve the same sensitivity as the radioactive ones. Here, we show that negative chemical ionization GC-MS on stable isotope-labeled fatty acids, derivatized to pentafluorobenzyl esters, now offers this opportunity, because of its high sensitivity in the selected ion monitoring mode. By using this simple and affordable improved method, we measured the kinetic parameters of mouse liver Δ6-desaturase for its two main substrates (C18:2 n-6 and C18:3 n-3; 10–13 µM). Moreover, this method enabled to compare Δ5-desaturase apparent Km values (19–22 µM) for its two main substrates (C20:3 n-6 and C20:4 n-3). Finally, we re-evaluated the controversial effect of freezing on desaturase activities by using both frozen rat tissues and cryopreserved human hepatocytes. This safe, reliable and sensitive method may be applied to other enzymatic activities involving fatty acids (elongation, hydroxylation) in miniaturized samples.
脂肪酸去饱和酶是脂质代谢中的关键酶。它们在脂肪酰基链的特定碳之间引入双键,并催化多不饱和脂肪酸生物合成过程中的限速步骤。几十年来,体外去饱和酶活性的测定一直是以放射性标记的脂肪酸为底物,与含有膜结合去饱和酶的组织或细胞组分进行孵育。然而,出于安全和监管方面的考虑,处理放射性越来越复杂。此外,放射性标记的脂肪酸价格昂贵,而且很多都无法在市场上买到。因此,亟需开发新的方法。虽然使用未标记脂肪酸作为底物的方法最近得到了验证,但这些方法非常适合大量组织样本,而且无法达到与放射性方法相同的灵敏度。在这里,我们展示了以五氟苄基衍生化的稳定同位素标记脂肪酸为底物的负化学电离气相色谱-质谱(GC-MS),由于其在选择离子监测模式下的高灵敏度,现在提供了这一机会。利用这种简单而经济的改进方法,我们测量了小鼠肝脏Δ6-去饱和酶对其两种主要底物(C18:2 n-6 和 C18:3 n-3;10-13 µM)的动力学参数。此外,这种方法还能比较Δ5-去饱和酶对其两种主要底物(C20:3 n-6 和 C20:4 n-3)的表观 Km 值(19-22 µM)。最后,我们利用冷冻的大鼠组织和冷冻保存的人类肝细胞,重新评估了冷冻对去饱和酶活性的争议性影响。这种安全、可靠和灵敏的方法可用于微型样本中涉及脂肪酸(伸长、羟基化)的其他酶活性。
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引用次数: 0
Evidence for capture of spin-labeled ibuprofen drug molecules by lipid rafts in model membranes 自旋标记的布洛芬药物分子被模型膜中的脂质筏捕获的证据。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.chemphyslip.2024.105450
Elena A. Golysheva, Denis S. Baranov, Sergei A. Dzuba
Lipid rafts are lipid-cholesterol nanostructures thought to exist in cell membranes, which are characterized by higher ordering compared to their surroundings. Ibuprofen and other non-steroidal anti-inflammatory drugs (NSAIDs) have a high affinity for phospholipid membranes and can alter their structure and biological properties. Here we use electron paramagnetic resonance (EPR) in its pulsed electron spin echo (ESE) version to study spin-labeled ibuprofen (ibuprofen-SL) in a raft-mimicking bilayer, which consists of an equimolar mixture of the phospholipids dioleoyl-glycero-phosphocholine (DOPC) and dipalmitoyl-glycero-phosphocholine (DPPC), with cholesterol added in various proportions. ESE decays are sensitive to the presence of low-temperature small-angle orientational motions of molecules − stochastic molecular librations. The data obtained show that in the presence of lipid rafts the temperature dependence of the spin relaxation rate induced by this motion reaches a plateau. This behavior is characteristic of non-cooperative motion of a molecule bound to some structure denser than the rest of the medium. Based on this analogy, the data obtained were interpreted as evidence that ibuprofen-SL molecules are adsorbed on the raft boundaries.
脂质筏是一种被认为存在于细胞膜中的脂质-胆固醇纳米结构,其特点是与周围环境相比具有更高的有序性。布洛芬和其他非甾体抗炎药(NSAIDs)对磷脂膜有很高的亲和力,能改变磷脂膜的结构和生物特性。在这里,我们使用脉冲电子自旋回波(ESE)版本的电子顺磁共振(EPR)来研究筏状模拟双分子层中的自旋标记布洛芬(布洛芬-SL),筏状模拟双分子层是由二油酰-甘油-磷脂胆碱(DOPC)和二棕榈酰-甘油-磷脂胆碱(DPPC)的等摩尔混合物以及不同比例的胆固醇组成。ESE 衰减对分子的低温小角度定向运动--随机分子自由度--的存在很敏感。获得的数据表明,在脂质筏存在的情况下,由这种运动引起的自旋弛豫速率的温度依赖性达到了一个高点。这种行为是表面结合分子非合作运动的特征。根据这一类比,所获得的数据被解释为布洛芬-SL 分子吸附在脂筏边界上的证据。
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引用次数: 0
Exploring the orphan immune receptor TREM2 and its non-protein ligands: In silico characterization 探索孤儿免疫受体 TREM2 及其非蛋白配体:硅学表征。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-01 DOI: 10.1016/j.chemphyslip.2024.105449
Pedro Henrique dos Santos Dantas , Vinícius Alexandre Fiaia Costa , Andrei Giacchetto Felice , Eduarda Guimarães Sousa , Amanda de Oliveira Matos , Siomar de Castro Soares , Marcelle Silva-Sales , Bruno Junior-Neves , Helioswilton Sales-Campos
The triggering receptor expressed on myeloid cells 2 (TREM2) is an immunoreceptor that interacts with a wide range of non-protein ligands, and it has been implicated in infectious and non-infectious diseases. However, there is a limited understanding on how this receptor interacts with non-protein ligands and the potential of such information to develop new therapeutic drugs. Therefore, our study aimed to elucidate the interactions between TREM2 and its non-protein ligands. First, we searched PubChem and Protein Data Bank (PDB) for TREM2 structures and their corresponding non-protein ligands. Subsequently, these structures were employed in molecular docking and MM/GBSA simulations with the Maestro software and molecular dynamics in GROMACS software. TREM2 was subsequently subjected to druggable site prediction using CavityPlus and receptor-based drug repositioning via the DrugRep server. TREM2 interacts with high affinity with its 12 non-protein ligands, with affinity values ranging from −33.01 kcal/mol for phosphatidylserine to −80.87 kcal/mol for cardiolipin (CLP). In molecular dynamics simulations, homodimeric TREM2 bound more stably to its lipid ligands, such as CLP and PSF, whereas it was unstable when unbound. The interactions between the receptor and its non-protein ligands were driven by the complementarity determining regions (CDR) 1 and 2, that are present in the hydrophobic and positively charged regions, highlighting that the Y38–R98 region is fundamental for drugs targeting TREM2. Our data underscore the significance of TREM2's CDRs in recognizing its ligands, suggesting they as promising targets for prospective drug design studies.
髓系细胞上表达的触发受体 2(TREM2)是一种与多种非蛋白配体相互作用的免疫受体,它与感染性和非感染性疾病有关。然而,人们对该受体如何与非蛋白配体相互作用以及这些信息在开发新治疗药物方面的潜力了解有限。因此,我们的研究旨在阐明 TREM2 与其非蛋白配体之间的相互作用。首先,我们搜索了 PubChem 和蛋白质数据库(PDB)中 TREM2 的结构及其相应的非蛋白配体。随后,利用 Maestro 软件对这些结构进行分子对接和 MM/GBSA 模拟,并利用 GROMACS 软件进行分子动力学模拟。随后,利用 CavityPlus 对 TREM2 进行了可药用部位预测,并通过 DrugRep 服务器对基于受体的药物进行了重新定位。TREM2 与其 12 个非蛋白配体具有高亲和力,亲和力值从磷脂酰丝氨酸的 -33.01kcal/mol 到心磷脂(CLP)的 -80.87kcal/mol 不等。在分子动力学模拟中,同源二聚体 TREM2 与 CLP 和 PSF 等脂质配体的结合更为稳定,而未结合时则不稳定。受体与其非蛋白配体之间的相互作用是由互补性决定区(CDR)1和2驱动的,它们存在于疏水和带正电荷的区域,这突出表明 Y38-R98 区域对于靶向 TREM2 的药物至关重要。我们的数据强调了 TREM2 的 CDR 在识别其配体方面的重要性,表明它们是未来药物设计研究的有希望的靶点。
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引用次数: 0
Molecular dynamics simulations of lipid composition and its impact on structural and dynamic properties of skin membrane 脂质组成及其对皮肤膜结构和动态特性影响的分子动力学模拟。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-09 DOI: 10.1016/j.chemphyslip.2024.105448
Diyar Altun , Per Larsson , Christel A.S. Bergström , Shakhawath Hossain
The stratum corneum (SC) plays the most important role in the absorption of topical and transdermal drugs. In this study, we developed a multi-layered SC model using coarse-grained molecular dynamics (CGMD) simulations of ceramides, cholesterol, and fatty acids in equimolar proportions, starting from two different initial configurations. In the first approach, all ceramide molecules were initially in the hairpin conformation, and the membrane bilayers were pre-formed. In the second approach, ceramide molecules were introduced in either the hairpin or splayed conformation, with the lipid molecules randomly oriented at the start of the simulation. The aim was to evaluate the effects of lipid chain length on the structural and dynamic properties of SC. By incorporating ceramides and fatty acids of different chain lengths, we simulated the SC membrane in healthy and diseased states. We calculated key structural properties including the thickness, normalized lipid area, lipid tail order parameters, and spatial ordering of the lipids from each system. The results showed that systems with higher ordering and structural integrity contained an equimolar ratio of ceramides (chain length of 24 carbon atoms), fatty acids with chain lengths ≥ of 20 carbon atoms, and cholesterol. In these systems, strong apolar interactions between the ceramide and fatty acid long acyl chains restricted the mobility of the lipid molecules, thereby maintaining a compact lipid headgroup region and high order in the lipid tail region. The simulations also revealed distinct flip-flop mechanisms for cholesterol and fatty acid within the multi-layered membrane. Cholesterol is mostly diffused through the tail-tail interface region of the membrane and could flip-flop in the same bilayer. In contrast, fatty acids flip-flopped between adjacent leaflets of two bilayers in which the tails crossed the thinner headgroup region of the membrane. To conclude, our SC model provides mechanistic insights into lipid mobility and is flexible in its design and composition of different lipids, enabling studies of varying skin conditions.
角质层(SC)在外用药物和透皮药物的吸收过程中发挥着最重要的作用。在这项研究中,我们从两种不同的初始构型出发,利用粗粒度分子动力学(CGMD)模拟等摩尔比例的神经酰胺、胆固醇和脂肪酸,建立了一个多层角质层模型。在第一种方法中,所有神经酰胺分子最初都处于发夹构象,膜双层也是预先形成的。在第二种方法中,神经酰胺分子被引入发夹构象或平展构象,脂质分子在模拟开始时随机定向。目的是评估脂质链长度对 SC 结构和动态特性的影响。通过加入不同链长的神经酰胺和脂肪酸,我们模拟了健康和疾病状态下的 SC 膜。我们计算了每个系统的主要结构特性,包括厚度、归一化脂质面积、脂质尾部有序参数和脂质的空间有序性。结果表明,具有较高有序性和结构完整性的系统含有等摩尔比例的神经酰胺(链长为 24 个碳原子)、链长≥ 20 个碳原子的脂肪酸和胆固醇。在这些系统中,神经酰胺和脂肪酸长酰基链之间强烈的极性相互作用限制了脂质分子的流动性,从而保持了脂质头部的紧凑性和脂质尾部的高有序性。模拟还揭示了胆固醇和脂肪酸在多层膜内不同的翻转机制。胆固醇主要通过膜的尾部界面区域扩散,可以在同一双分子层中翻转。与此相反,脂肪酸在两个双层膜的相邻小叶之间翻转,其中尾部穿过膜的较薄的头组区。总之,我们的 SC 模型从机理上揭示了脂质的流动性,而且在设计和不同脂质的组成方面非常灵活,可以对不同的皮肤条件进行研究。
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引用次数: 0
Comparison between statistical and machine learning methods to detect the hematological indices with the greatest influence on elevated serum levels of low-density lipoprotein cholesterol 比较统计方法和机器学习方法,以检测对低密度脂蛋白胆固醇血清水平升高影响最大的血液学指标。
IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-05 DOI: 10.1016/j.chemphyslip.2024.105446
Somayeh Ghiasi Hafezi , Bahareh Behkamal , Mohammad Rashidmayvan , Marzieh Hosseini , Mehran Yadegari , Sahar Ghoflchi , Amin Mansoori , Mark Ghamsary , Gordon Ferns , Mohammad Reza Saberi , Habibollah Esmaily , Majid Ghayour-Mobarhan

Introduction

Elevated levels of low-density lipoprotein-cholesterol (LDL-C) is a significant risk factor for the development of cardiovascular diseases (CVD)s. Furthermore, studies have revealed an association between indices of the complete blood count (CBC) and dyslipidemia. We aimed to investigate the relationship between CBC parameters and serum levels of LDL.

Method

In a prospective study involving 9704 participants aged 35–65 years, comprehensive screening was conducted to estimate LDL-C levels and CBC indicators. The association between these biomarkers and high LDL-C (LDL-C≥130 mg/dL (3.25 mmol/L)) was investigated using various analytical methods, including Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), Neural Network (NN), and Support Vector Machine (SVM) methodologies.

Result

The present study found that age, hemoglobin (HGB), hematocrit (HCT), platelet count (PLT), lymphocyte (LYM), PLT-LYM ratio (PLR), PLT-High-Density Lipoprotein (HDL) ratio (PHR), HGB-LYM ratio (HLR), red blood cell count (RBC), Neutrophil-HDL ratio (NHR), and PLT-RBC ratio (PRR) were all statistically significant between the two groups (p<0.05). Another important finding was that red cell distribution width (RDW) was a significant predictor for higher LDL levels in women. Furthermore, in men, RDW-PLT ratio (RPR) and PHR were the most important indicators for assessing the elevated LDL levels.

Conclusion

The study found that sex increases LDL-C odds in females by 52.9 %, while age and HCT increase it by 4.1 % and 5.5 %, respectively. RPR and PHR were the most influential variables for both genders. Elevated RPR and PHR were negatively correlated with increased LDL levels in men, and RDW levels was a statistically significant factor for women. Moreover, RDW was a significant factor in women for high levels of HDL-C.
The study revealed that females have higher LDL-C levels (16 % compared to 14 % of males), with significant differences across variables like age, HGB, HCT, PLT, RLR, PHR, RBC, LYM, NHR, RPR, and key factors like RDW and SII.
导言:低密度脂蛋白胆固醇(LDL-C)水平升高是心血管疾病(CVD)发病的重要风险因素。此外,研究还发现全血细胞计数(CBC)指标与血脂异常之间存在关联。我们旨在研究全血细胞计数参数与血清低密度脂蛋白水平之间的关系:在一项涉及 9704 名 35 至 65 岁参与者的前瞻性研究中,我们进行了全面筛查,以估算低密度脂蛋白胆固醇水平和全血细胞计数指标。采用多种分析方法,包括逻辑回归(LR)、决策树(DT)、随机森林(RF)、神经网络(NN)和支持向量机(SVM)方法,研究了这些生物标志物与高 LDL-C(LDL-C≥130mg/dL (3.25mmol/L))之间的关联:本研究发现,年龄、血红蛋白 (HGB)、血细胞比容 (HCT)、血小板计数 (PLT)、淋巴细胞 (LYM)、PLT-LYM 比值 (PLR)、PLT-高密度脂蛋白 (HDL) 比值 (PHR)、HGB-LYM 比值 (HLR)、红细胞计数 (RBC)、中性粒细胞-HDL 比值 (NHR) 和 PLT-RBC 比值 (PRR) 在两组间均有统计学意义(p 结论:本研究发现,性别会增加低密度脂蛋白血症的发病率:研究发现,性别会使女性的低密度脂蛋白胆固醇几率增加 52.9%,而年龄和 HCT 则分别增加 4.1% 和 5.5%。RPR和PHR是对男女影响最大的变量。男性的 RPR 和 PHR 升高与低密度脂蛋白水平升高呈负相关,而 RDW 水平对女性来说是一个具有统计学意义的因素。此外,RDW 是女性高密度脂蛋白胆固醇水平的一个重要因素。研究显示,女性的低密度脂蛋白胆固醇水平较高(16%,而男性为 14%),在年龄、HGB、HCT、PLT、RLR、PHR、RBC、LYM、NHR、RPR 等变量以及 RDW 和 SII 等关键因素之间存在显著差异。
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Chemistry and Physics of Lipids
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