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A new entropy model for RNA: part IV, The Minimum Free Energy (mFE) and the thermodynamically most-probable folding pathway (TMPFP) RNA的新熵模型:第四部分:最小自由能(mFE)和热力学最可能折叠途径(TMPFP)
Pub Date : 2015-07-13 DOI: 10.4081/JNAI.2015.2653
W. Dawson, G. Kawai
Here we discuss four important questions (1) how can we be sure that the thermodynamically most-probable folding-pathway yields the minimum free energy for secondary structure using the dynamic programming algorithm (DPA) approach, (2) what are its limitations, (3) how can we extend the DPA to find the minimum free energy with pseudoknots, and finally (4) what limitations can we expect to find in a DPA approach for pseudoknots. It is our supposition that some structures cannot be fit uniquely by the DPA, but may exist in real biology situations when disordered regions in the biomolecule are necessary. These regions would be identifiable by using suboptimal structure analysis. This grants us some qualitative tools to identify truly random RNA sequences, because such are likely to have greater degeneracy in their thermodynamically most-probable folding-pathway.
在这里,我们讨论四个重要的问题(1)我们如何确保使用动态规划算法(DPA)方法,热力学上最可能的折叠路径产生二级结构的最小自由能,(2)它的局限性是什么,(3)我们如何扩展DPA来找到具有伪节的最小自由能,最后(4)我们可以期望在伪节的DPA方法中找到什么限制。我们的假设是,某些结构不能被DPA唯一地拟合,但在生物分子中需要无序区域时,它们可能存在于真实的生物学情况中。这些区域可以通过次优结构分析来识别。这为我们提供了一些定性工具来识别真正随机的RNA序列,因为这些序列在其热力学最可能的折叠途径中可能具有更大的简并性。
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引用次数: 1
A new entropy model for RNA: part V, Incorporating the Flory-Huggins model in structure prediction and folding 一种新的RNA熵模型:第五部分,将Flory-Huggins模型纳入结构预测和折叠
Pub Date : 2015-07-13 DOI: 10.4081/JNAI.2015.2657
W. Dawson, G. Kawai
The effect of solvent-biopolymer interactions is hardly negligible. Whereas the ideal (non-interacting) polymer consisting of N monomers in an ideal solvent is expected to have the terminal ends of its chain with a root-mean-squared (rms) end-to-end separation distance ( rms ) proportional to the square root of N , real interactions of a rms polymer both with itself and with the solvent often tend to strongly perturb rms . In rms poor solvent, the biopolymer can collapse into a small globule much smaller than the ideal rms due to excluding solvent. In good solvent, the biopolymer can swell to a size much larger than the ideal r due to favoring solvent. These effects require rms corrections to an ideal polymer equation. We have been developing the cross linking entropy (CLE) model in this series. The model attempts find the maximum entropy of a folded polymer by taking into account the correlation caused by bonding and other interactions of the structure. In RNA, this mostly occurs in the stems. Here we adapt CLE model to handle polymer swelling and collapse for RNA molecules both in good and in poor solvent. This work is intended to introduce this type of study and to allow its systematic application in problems of RNA folding and structure prediction. The current study suggests that there may be some tendency for RNA to behave as a polymer in poor solvent and that this collapse may happen in sequences longer than 50 nt.
溶剂-生物聚合物相互作用的影响是不容忽视的。在理想溶剂中由N个单体组成的理想(非相互作用)聚合物,其链的末端端到端分离距离的均方根(rms)与N的平方根成正比,而均方根聚合物与自身和与溶剂的实际相互作用往往会强烈地扰动均方根。在rms较差的溶剂条件下,由于不含溶剂,生物聚合物可以坍塌成比理想rms小得多的小球体。在良好的溶剂中,由于有利的溶剂,生物聚合物可以膨胀到比理想尺寸大得多的尺寸。这些效应需要对理想的聚合物方程进行均方根修正。在本系列中,我们一直在开发交联熵(CLE)模型。该模型试图通过考虑由键和结构的其他相互作用引起的相关性来找到折叠聚合物的最大熵。在RNA中,这主要发生在茎部。本文采用CLE模型来处理RNA分子在好溶剂和差溶剂中的聚合物膨胀和崩溃。本工作旨在介绍这种类型的研究,并允许其在RNA折叠和结构预测问题上的系统应用。目前的研究表明,RNA在较差的溶剂中可能有聚合物的倾向,这种崩溃可能发生在长度超过50 nt的序列中。
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引用次数: 1
A new entropy model for RNA: part III. Is the folding free energy landscape of RNA funnel shaped? RNA的新熵模型:第三部分。RNA的折叠自由能是漏斗状的吗?
Pub Date : 2014-11-03 DOI: 10.4081/JNAI.2014.2652
W. Dawson, T. Takai, N. Ito, K. Shimizu, G. Kawai
The concept of a free energy (FE) landscape, in which the conformations of a polymer progressively take on the structure of the native state while spiraling down a FE surface that resembles the shape of a funnel, has long been viewed as the reason why a complex protein structure forms so rapidly compared to the number of conformations available to it. On the other hand, this landscape picture is less clear with RNA due to the multiplicity of conformations and the uncertainties in the current thermodynamics. It is therefore sometimes proposed that within the ensemble of suboptimal states of the RNA molecule, the vast majority of those states all closely resemble the native state and therefore simply overwhelm the few states that represent the global minimum FE. However, calculations of the free energy of observed structures often suggest that the most frequently observed cluster of structures are far from the minimum FE, particularly in the case of long sequences. If so, then such a FE surface is unlikely to be funnel shaped. We have been developing a version of vsfold that can evaluate the suboptimal structures of the FE surface (through a modified version called vs_subopt ). Here we show that the ensemble of suboptimal structures for a number of known RNA structures can actually be both close to the minimum FE and also be the dominant observed structure when a proper Kuhn length is selected. Two state aptamers known as riboswitches can show neighboring FE states in the suboptimal structures that match the observed structures and their relative difference in FE is well within the range of the binding free energy of the metabolite. For the riboswitches and other short RNA sequences (less than 250 nt), the flow of the suboptimal structures (including pseudoknots) tended to resemble a rock rolling down a hill along the reaction coordinate axis. An important insight yielded by the cross-linking entropy (CLE) model is that the global entropy limits the size of domains. Hence, based on the CLE model, Levinthal’s paradox is overcome by the funnel shape in the FE, by a reduction in the number of degrees of freedom due to Kuhn length, and by limits on the size of the domains that can form. These concepts are also applicable to calculating transition rates between different suboptimal structures.
自由能(FE)景观的概念,即聚合物的构象逐渐呈现出天然状态的结构,同时沿着类似漏斗形状的FE表面螺旋下降,长期以来一直被视为复杂蛋白质结构形成如此之快的原因,而不是可用的构象数量。另一方面,由于RNA构象的多样性和当前热力学的不确定性,这幅图景不太清楚。因此,有时有人提出,在RNA分子的次优状态集合中,绝大多数这些状态都与自然状态非常相似,因此简单地压倒了代表全局最小FE的少数状态。然而,对观察到的结构的自由能的计算常常表明,最常观察到的结构簇远不是最小的FE,特别是在长序列的情况下。如果是这样,那么这样的有限元表面不太可能是漏斗形的。我们一直在开发一个vsfold版本,它可以评估FE表面的次优结构(通过一个名为vs_subopt的修改版本)。本文表明,当选择适当的库恩长度时,许多已知RNA结构的次优结构的集合实际上既可以接近最小FE,也可以是观察到的主要结构。被称为核开关的两种状态适配体可以显示与观察到的结构相匹配的次优结构中的邻近FE状态,并且它们在FE的相对差异完全在代谢产物的结合自由能范围内。对于核糖开关和其他短RNA序列(小于250 nt),次优结构(包括假结)的流动倾向于沿反应坐标轴向下滚动的岩石。交联熵(CLE)模型得出的一个重要结论是,全局熵限制了域的大小。因此,基于CLE模型,Levinthal悖论被FE中的漏斗形状、由于库恩长度导致的自由度数量的减少以及可以形成的域的大小限制所克服。这些概念也适用于计算不同次优结构之间的过渡率。
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引用次数: 12
A new entropy model for RNA: part II. Persistence-related entropic contributions to RNA secondary structure free energy calculations RNA的新熵模型:第二部分。持久性相关熵对RNA二级结构自由能计算的贡献
Pub Date : 2013-03-15 DOI: 10.4081/JNAI.2013.2651
W. Dawson, Kenji Yamamoto, K. Shimizu, G. Kawai
In previous work, we have shown that the entropy of a folded RNA molecule can be divided into local and global contributions using the cross-linking entropy (CLE) model, where, in the case of RNA, the cross- links are the base-pair stacking interactions. The local contribution to the CLE is revealed in the Kuhn length (a measure of the stiffness of the RNA). The Kuhn length acts as a scaling parameter. When the size of the system is rescaled, the relationship between local and global free energy must be renormalized to reflect this rescaling. In this renormalization process, the Kuhn length increases, the local entropy also increases due to freezing out of the local conformational degrees of freedom. At the same time, as the number of degrees of freedom decrease, there is a significant reduction in the global entropy. Here we present a method, based on the concepts of renormalization theory, to quantitatively estimate the size of the contribution from the local entropy as a function of the Kuhn length. The local entropy correction is used to predict the current empirically derived constant in the Jacobson-Stockmayer equation. The variation in the Kuhn length is shown to be largely influenced by the length of the double-stranded RNA stems formed in the secondary structure of folded RNA. This result is used to test the resulting entropy under a variable Kuhn length in stem-loop structures. Comparisons between a variable Kuhn length and a static Kuhn length on a short stem-loop of RNA are also examined. The model is quite general and is also directly applicable to protein structure and folding problems.
在以前的工作中,我们已经表明,使用交联熵(CLE)模型,折叠RNA分子的熵可以分为局部贡献和全局贡献,其中,在RNA的情况下,交联是碱基对堆叠相互作用。局部贡献的CLE揭示了库恩长度(一种测量RNA的刚度)。库恩长度作为缩放参数。当系统的大小被重新缩放时,局部和全局自由能之间的关系必须被重新规范化以反映这种重新缩放。在此重整化过程中,库恩长度增加,局部熵也因冻结出局部构象自由度而增加。同时,随着自由度的减少,全局熵也显著减小。本文提出了一种基于重整化理论概念的方法,定量地估计局部熵作为库恩长度的函数的贡献大小。局部熵修正用于预测Jacobson-Stockmayer方程中当前经验导出的常数。库恩长度的变化在很大程度上受折叠RNA二级结构中形成的双链RNA茎的长度的影响。该结果用于测试在变库恩长度下茎环结构的熵。还研究了RNA短茎环上可变库恩长度和静态库恩长度之间的比较。该模型具有相当的通用性,也可直接应用于蛋白质结构和折叠问题。
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引用次数: 7
A modified Phenol-chloroform extraction method for isolating circulating cell free DNA of tumor patients 一种改进的苯酚-氯仿提取法分离肿瘤患者循环细胞游离DNA
Pub Date : 2013-03-11 DOI: 10.4081/JNAI.2013.4282
C. Hufnagl, M. Stöcher, M. Moik, R. Geisberger, R. Greil
Searching for new cancer biomarkers, circulating cell-free DNA (cfDNA) has become an appealing target of interest as an elevated level of cfDNA has been detected in the circulation of cancer patients in comparison with healthy controls. Since cfDNA can be isolated from the circulation and other body fluids of patients without harming their physical condition, cfDNA is becoming a promising candidate as a novel non-invasive biomarker for cancer. The challenge in the diagnostic analysis of cfDNA is its very low presence in human plasma/serum and its partially strong fragmentation. Here we evaluated a modified phenol/chloroform extraction method for the isolation of cfDNA and compared it with published standard methods for cfDNA isolation.
寻找新的癌症生物标志物,循环游离细胞DNA (cfDNA)已成为一个有吸引力的目标,因为与健康对照相比,在癌症患者的循环中检测到cfDNA水平升高。由于cfDNA可以从患者的循环和其他体液中分离而不会损害其身体状况,因此cfDNA正成为一种有希望的新型非侵入性癌症生物标志物。cfDNA诊断分析面临的挑战是其在人血浆/血清中的含量极低,且部分断裂性强。本研究评估了一种改良的苯酚/氯仿萃取法分离cfDNA,并将其与已发表的cfDNA分离标准方法进行了比较。
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引用次数: 29
Practical strategies for the evaluation of high-affinity protein/nucleic acid interactions. 评价高亲和蛋白/核酸相互作用的实用策略。
Pub Date : 2013-01-01 DOI: 10.4081/jnai.2013.e3
Sarah E Altschuler, Karen A Lewis, Deborah S Wuttke

The quantitative evaluation of binding interactions between proteins and nucleic acids is highly sensitive to a variety of experimental conditions. Optimization of these conditions is critical for obtaining high quality, reproducible data, particularly in the context of very high affinity interactions. Here, we discuss the practical considerations involved in optimizing the apparent binding constant of an interaction as measured by two common quantitative assays, electrophoretic mobility shift assay and double-filter binding when measuring extremely tight protein/nucleic acid interactions with sub-nanomolar binding affinities. We include specific examples from two telomere end-binding protein systems, Schizo -saccharomyces pombe Pot1 and Saccharomyces cerevisiae Cdc13, to demonstrate potential experimental pitfalls and some useful strategies for optimization.

蛋白质与核酸结合相互作用的定量评价对各种实验条件高度敏感。优化这些条件对于获得高质量、可重复的数据至关重要,特别是在非常高亲和相互作用的情况下。在这里,我们讨论了在测量具有亚纳摩尔结合亲和的极其紧密的蛋白质/核酸相互作用时,通过两种常见的定量分析,电泳迁移率转移试验和双过滤器结合来测量相互作用的表观结合常数时所涉及的实际考虑因素。我们包括来自两个端粒末端结合蛋白系统的具体例子,Schizo -saccharomyces pombe Pot1和Saccharomyces cerevisiae Cdc13,以展示潜在的实验缺陷和一些有用的优化策略。
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引用次数: 20
A new entropy model for RNA: part I. A critique of the standard Jacobson-Stockmayer model applied to multiple cross links RNA的新熵模型:第一部分:对应用于多重交联的标准Jacobson-Stockmayer模型的批判
Pub Date : 2012-07-24 DOI: 10.4081/JNAI.2012.2650
W. Dawson, Kenji Yamamoto, G. Kawai
The Jacobson-Stockmayer (JS) model is used in a number of standard programs for calculating the conformational entropy of RNA (and proteins). However, it is shown in this study that, in certain limiting cases, the current form of this model can lead to highly unphysical conclusions. The origin of this behavior can be traced to misunderstandings that occurred during the development of the model as applied to folded, single-stranded RNA. Here we show that an alternative model known as the cross linking entropy (CLE) model can overcome these issues. The principal object that causes entropy loss on a global scale in the CLE model is the stem , the primary measure of structural order in such coarse-grained calculations. The principal objects in the JS-model are various types of loops , and, with the exception of the hairpin loop, they are topologically local in character. To extract experimentally measurable variables, a simplified version of the CLE model is developed that resembles many features of the contact order model used in RNA and protein folding. These modifications are then applied to single molecule force-extension experiments (molecular tweezers) to extract quantitative information. It is further shown that a crude derivative of the CLE model itself can be derived directly from the JS-model when the misunderstandings are examined and corrected.
Jacobson-Stockmayer (JS)模型用于计算RNA(和蛋白质)的构象熵的许多标准程序中。然而,这项研究表明,在某些有限的情况下,该模型的当前形式可能导致高度非物理的结论。这种行为的起源可以追溯到应用于折叠单链RNA的模型开发过程中发生的误解。在这里,我们展示了一种称为交联熵(CLE)模型的替代模型可以克服这些问题。在CLE模型中,在全局范围内导致熵损失的主要对象是茎,在这种粗粒度计算中,茎是结构秩序的主要度量。js模型中的主要对象是各种类型的环路,除了发夹环路外,它们在拓扑上都是局部的。为了提取实验可测量的变量,开发了一个简化版本的CLE模型,它类似于RNA和蛋白质折叠中使用的接触顺序模型的许多特征。然后将这些修饰应用于单分子力扩展实验(分子镊子)以提取定量信息。进一步表明,当检查和纠正误解时,可以直接从js模型中推导出CLE模型本身的粗略导数。
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引用次数: 5
Computational prediction of candidate miRNAs and their targets from the completed Linum ussitatissimum genome and EST database 从已完成的美国亚麻基因组和EST数据库中计算预测候选mirna及其靶标
Pub Date : 2012-06-05 DOI: 10.4081/JNAI.2012.4150
T. Moss, C. Cullis
Flax is an important agronomic crop grown for its fiber (linen) and oil (linseed oil). In spite of many thousands of years of breeding some fiber varieties have been shown to rapidly respond to environmental stress with heritable changes to its genome. Many miRNAs appear to be induced by abiotic or biotic conditions experienced through the plant life cycle. Computational miRNA analysis of the flax genome provides a foundation for subsequent research on miRNA function in Linum usitatissimum and may also provide novel insight into any regulatory role the RNAi pathway may play in generating adaptive structural variation in response to environmental stress. Here a bioinformatics approach is used to screen for miRNAs previously identified in other plant species, as well as to predict putative miRNAs unique to a particular species which may not have been identified as they are less abundant or dependent upon a specific set of environmental conditions. Twelve miRNA genes were identified in flax on the basis of unique pre-miRNA positions with structural homology to plant pre-miRNAs and complete sequence homology to published plant miRNAs. These miRNAs were found to belong to 7 miRNA families, with an additional 2 matches corresponding to as yet unnamed poplar miRNAs and a parologous miRNA with partial sequence homology to mtr-miR4414b. An additional 649 novel and distinct flax miRNA genes were identified to form from canonical hairpin structures and to have putative targets among the ~30,000 flax Unigenes.
亚麻是一种重要的农艺作物,其纤维(亚麻)和油(亚麻籽油)。尽管经过数千年的培育,一些纤维品种已被证明对环境胁迫作出快速反应,其基因组发生可遗传的变化。许多mirna似乎是由植物生命周期中经历的非生物或生物条件诱导的。亚麻基因组的计算miRNA分析为后续研究亚麻miRNA功能提供了基础,也可能为RNAi途径在产生适应环境胁迫的适应性结构变化中可能发挥的调节作用提供新的见解。在这里,生物信息学方法用于筛选先前在其他植物物种中鉴定的mirna,以及预测特定物种特有的mirna,这些mirna可能由于较少或依赖于特定的一组环境条件而未被鉴定。在亚麻中鉴定出12个miRNA基因,这些基因的pre-miRNA位置与植物pre-miRNA结构同源,与已发表的植物miRNA序列完全同源。这些miRNA被发现属于7个miRNA家族,另外2个与尚未命名的杨树miRNA相匹配,一个与mtr-miR4414b部分序列同源的同源miRNA。另外649个新的和独特的亚麻miRNA基因是由典型的发夹结构形成的,并在约30,000个亚麻Unigenes中具有推测的靶点。
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引用次数: 8
High mobility group A-interacting proteins in cancer: focus on chromobox protein homolog 7, homeodomain interacting protein kinase 2 and PATZ 癌症中高迁移率的a组相互作用蛋白:重点研究色盒蛋白同源物7、同源结构域相互作用蛋白激酶2和PATZ
Pub Date : 2012-03-16 DOI: 10.4081/JNAI.2012.3988
M. Fedele, G. Pierantoni, P. Pallante, A. Fusco
The High Mobility Group A (HMGA) proteins, a family of DNA architectural factors, by interacting with different proteins play crucial roles in neoplastic transformation of a wide range of tissues. Therefore, the search for HMGA-interacting partners was carried out by several laboratories in order to investigate the mechanisms underlying HMGA-dependent tumorigenesis. Three of the several HMGA-binding proteins are discussed in this review. These are the Chromobox family protein (chromobox protein homolog 7, CBX7), the homeodomain interacting protein kinase 2 (HIPK2) and the POZ/domain and Kruppel zinc finger family member, PATZ. All of them play a critical role in tumorigenesis, and may also be independent markers of cancer. Their activities are linked to cell cycle, apoptosis and senescence. In this review, we discuss the properties of each protein, including their effect on HMGA1 functions, and propose a model accounting for how their activities might be coordinated.
高迁移率A族(HMGA)蛋白是一类DNA结构因子,通过与不同蛋白的相互作用,在多种组织的肿瘤转化中起着至关重要的作用。因此,为了研究hmga依赖性肿瘤发生的机制,几个实验室开展了寻找hmga相互作用伙伴的研究。本文讨论了几种hmga结合蛋白中的三种。这些是Chromobox家族蛋白(Chromobox蛋白同源物7,CBX7),同源结构域相互作用蛋白激酶2 (HIPK2)和POZ/结构域和Kruppel锌指家族成员PATZ。所有这些都在肿瘤发生中起着关键作用,也可能是癌症的独立标志物。它们的活性与细胞周期、细胞凋亡和衰老有关。在这篇综述中,我们讨论了每种蛋白的特性,包括它们对HMGA1功能的影响,并提出了一个模型来解释它们的活性如何协调。
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引用次数: 5
The effect of in vitro exposure to antisense oligonucleotides on macrophage morphology and function 体外暴露于反义寡核苷酸对巨噬细胞形态和功能的影响
Pub Date : 2011-11-18 DOI: 10.4081/JNAI.2011.3515
A. Brasey, Raouf Igué, Loubna Djemame, S. Séguin, P. Renzi, N. Ferrari, R. Seguin
Antisense oligonucleotides (AON) delivered via inhalation are in drug development for respiratory diseases. In rodents and monkeys, repeated exposure to high doses of inhaled phosphorothioate (PS) AON can lead to microscopic changes in the lungs, including accumulation of alveolar macrophages in the lower airway that have a foamy appearance. The functional consequences that result from this morphological change are unclear as there is controversy whether the vacuoles/inclusion bodies reflect normal clearance of the inhaled AON or are early indicators of lung toxicity. The morphological and functional responses of macrophage to PS AON were characterized in vitro using the comparator drug amiodarone, as a known inducer of foamy macrophages. Morphological changes of increased vacuolization with the presence of lamellated structures were observed in macrophages in response to both amiodarone and AON treatment. Functional responses to the drugs clearly differed with amiodarone treatment leading to apoptosis of cells and cell death, release of proinflammatory mediators IL-1RA, MIP-1 α and TNF α , decrease in IP-10, a cytokine shown to be involved in protection against pulmonary fibrosis and altered phagocytosis capacity of the cells. In contrast, AON in concentrations up to 30 μM, had no effect on cell viability or apoptosis, had minimal effects on pro-inflammatory cytokines, increased IP-10 levels and did not alter the phagocytic capacity of the cells. Exposure of macrophages to AON in vitro , led to morphological changes of increased vacuolization, but did not lead to functional consequences which were observed with another vacuolization-inducing drug, suggesting that the in vivo phenotypic changes observed following inhalation of AON may be consistent with a clearance mechanism and not an activation or impairment of macrophages.
通过吸入给药的反义寡核苷酸(AON)正在开发用于呼吸系统疾病的药物。在啮齿类动物和猴子中,反复暴露于高剂量的吸入硫代磷酸酯(PS) AON可导致肺部的微观变化,包括肺泡巨噬细胞在下气道积聚,具有泡沫外观。由于液泡/包涵体是反映吸入AON的正常清除还是肺毒性的早期指标存在争议,因此这种形态学改变所导致的功能后果尚不清楚。采用泡沫巨噬细胞诱导剂胺碘酮作为比较物,在体外研究巨噬细胞对PS AON的形态学和功能反应。在胺碘酮和AON治疗的巨噬细胞中,观察到空泡化增加和片状结构的形态学变化。这些药物的功能反应与胺碘酮治疗明显不同,导致细胞凋亡和细胞死亡,释放促炎介质IL-1RA、MIP-1 α和TNF α,降低IP-10(一种被证明参与保护肺纤维化和改变细胞吞噬能力的细胞因子)。相比之下,浓度高达30 μM的AON对细胞活力和凋亡没有影响,对促炎细胞因子的影响很小,IP-10水平升高,并且不改变细胞的吞噬能力。巨噬细胞在体外暴露于AON,导致空泡化增加的形态学改变,但没有导致与另一种空泡化诱导药物观察到的功能后果,这表明吸入AON后观察到的体内表型变化可能与清除机制一致,而不是巨噬细胞的激活或损伤。
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引用次数: 9
期刊
Journal of nucleic acids investigation
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