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SIMPLE 3.0. Stream single-particle cryo-EM analysis in real time 简单的3.0。实时流单粒子低温电镜分析
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100040
Joseph Caesar , Cyril F. Reboul , Chiara Machello , Simon Kiesewetter , Molly L. Tang , Justin C. Deme , Steven Johnson , Dominika Elmlund , Susan M. Lea , Hans Elmlund

We here introduce the third major release of the SIMPLE (Single-particle IMage Processing Linux Engine) open-source software package for analysis of cryogenic transmission electron microscopy (cryo-EM) movies of single-particles (Single-Particle Analysis, SPA). Development of SIMPLE 3.0 has been focused on real-time data processing using minimal CPU computing resources to allow easy and cost-efficient scaling of processing as data rates escalate. Our stream SPA tool implements the steps of anisotropic motion correction and CTF estimation, rapid template-based particle identification and 2D clustering with automatic class rejection. SIMPLE 3.0 additionally features an easy-to-use web-based graphical user interface (GUI) that can be run on any device (workstation, laptop, tablet or phone) and supports a remote multi-user environment over the network. The new project-based execution model automatically records the executed workflow and represents it as a flow diagram in the GUI. This facilitates meta-data handling and greatly simplifies usage. Using SIMPLE 3.0, it is possible to automatically obtain a clean SP data set amenable to high-resolution 3D reconstruction directly upon completion of the data acquisition, without the need for extensive image processing post collection. Only minimal standard CPU computing resources are required to keep up with a rate of ∼300 Gatan K3 direct electron detector movies per hour. SIMPLE 3.0 is available for download from simplecryoem.com.

我们在此介绍SIMPLE(单粒子图像处理Linux引擎)开源软件包的第三个主要版本,用于分析单粒子的低温透射电子显微镜(cro - em)电影(Single-particle analysis, SPA)。SIMPLE 3.0的开发一直专注于使用最小的CPU计算资源进行实时数据处理,以便随着数据速率的提升而轻松且经济地扩展处理。我们的流SPA工具实现了各向异性运动校正和CTF估计,快速基于模板的粒子识别和自动分类剔除的二维聚类步骤。SIMPLE 3.0还具有易于使用的基于web的图形用户界面(GUI),可以在任何设备(工作站,笔记本电脑,平板电脑或手机)上运行,并支持通过网络的远程多用户环境。新的基于项目的执行模型自动记录执行的工作流,并将其表示为GUI中的流程图。这有助于元数据处理,并大大简化了使用。使用SIMPLE 3.0,可以在数据采集完成后直接自动获得适合高分辨率三维重建的干净SP数据集,而无需进行大量的图像处理后采集。仅需要最小的标准CPU计算资源就可以跟上每小时300 Gatan K3直接电子探测器电影的速度。SIMPLE 3.0可从simplecryoem.com下载。
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引用次数: 8
Structures and dynamics of the novel S1/S2 protease cleavage site loop of the SARS-CoV-2 spike glycoprotein 新型SARS-CoV-2刺突糖蛋白S1/S2蛋白酶裂解位点环的结构和动力学
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100038
Thomas Lemmin , David Kalbermatter , Daniel Harder , Philippe Plattet , Dimitrios Fotiadis

At the end of 2019, a new highly virulent coronavirus known under the name SARS-CoV-2 emerged as a human pathogen. One key feature of SARS-CoV-2 is the presence of an enigmatic insertion in the spike glycoprotein gene representing a novel multibasic S1/S2 protease cleavage site. The proteolytic cleavage of the spike at this site is essential for viral entry into host cells. However, it has been systematically abrogated in structural studies in order to stabilize the spike in the prefusion state. In this study, multi-microsecond molecular dynamics simulations and ab initio modeling were leveraged to gain insights into the structures and dynamics of the loop containing the S1/S2 protease cleavage site. They unveiled distinct conformations, formations of short helices and interactions of the loop with neighboring glycans that could potentially regulate the accessibility of the cleavage site to proteases and its processing. In most conformations, this loop protrudes from the spike, thus representing an attractive SARS-CoV-2 specific therapeutic target.

2019年底,一种名为SARS-CoV-2的新型高毒力冠状病毒作为人类病原体出现。SARS-CoV-2的一个关键特征是在刺突糖蛋白基因中存在一个神秘的插入,代表了一个新的多碱性S1/S2蛋白酶切割位点。刺突在这个位点的蛋白水解裂解是病毒进入宿主细胞所必需的。然而,为了稳定预熔状态下的尖峰,在结构研究中系统地取消了它。在这项研究中,利用多微秒分子动力学模拟和从头计算模型来深入了解含有S1/S2蛋白酶切割位点的环的结构和动力学。他们揭示了不同的构象,短螺旋的形成以及环与邻近聚糖的相互作用,这些相互作用可能潜在地调节裂解位点对蛋白酶及其加工的可及性。在大多数构象中,这个环从刺突中突出,因此代表了一个有吸引力的SARS-CoV-2特异性治疗靶点。
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引用次数: 37
Reconstruction of Average Subtracted Tubular Regions (RASTR) enables structure determination of tubular filaments by cryo-EM 平均减去管状区域(RASTR)的重建使管状细丝的结构通过低温电镜测定
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100023
Peter S. Randolph , Scott M. Stagg

As the field of electron microscopy advances, the increasing complexity of samples being produced demand more involved processing methods. In this study, we have developed a new processing method for generating 3D reconstructions of tubular structures. Tubular biomolecules are common throughout many cellular processes and are appealing targets for biophysical research. Processing of tubules with helical symmetry is relatively straightforward for electron microscopy if the helical parameters are known, but tubular structures that deviate from helical symmetry (asymmetrical components, local but no global order, etc) present myriad issues. Here we present a new processing technique called Reconstruction of Average Subtracted Tubular Regions (RASTR), which was developed to reconstruct tubular structures without applying symmetry. We explain the RASTR approach and quantify its performance using three examples: a simulated symmetrical tubular filament, a symmetrical tubular filament from cryo-EM data, and a membrane tubule coated with locally ordered but not globally ordered proteins.

随着电子显微镜领域的发展,所生产的样品越来越复杂,需要更复杂的处理方法。在这项研究中,我们开发了一种新的处理方法来生成管状结构的三维重建。管状生物分子在许多细胞过程中都很常见,是生物物理研究的重要目标。如果螺旋参数已知,用电子显微镜处理螺旋对称的小管是相对简单的,但是偏离螺旋对称的管状结构(不对称成分,局部但没有全局秩序等)存在无数问题。在这里,我们提出了一种新的处理技术,称为平均减去管状区域重建(RASTR),该技术是在不应用对称的情况下重建管状结构的。我们通过三个例子解释了RASTR方法并量化了其性能:模拟对称管状细丝,来自低温电镜数据的对称管状细丝,以及涂有局部有序而非全局有序蛋白质的膜小管。
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引用次数: 1
Cryo-electron microscopic and X-ray crystallographic analysis of the light-driven proton pump proteorhodopsin reveals a pentameric assembly 低温电子显微镜和x射线晶体学分析的光驱动质子泵变形紫红质揭示了一个五聚体组装
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100024
Stephan Hirschi, David Kalbermatter, Zöhre Ucurum, Dimitrios Fotiadis

The green-light absorbing proteorhodopsin (GPR) is the prototype of bacterial light-driven proton pumps. It has been the focus of continuous research since its discovery 20 years ago and has sparked the development and application of various biophysical techniques. However, a certain controversy and ambiguity about the oligomeric assembly of GPR still remains. We present here the first tag-free purification of pentameric GPR. The combination of ion exchange and size exclusion chromatography yields homogeneous and highly pure untagged pentamers from GPR overexpressing Escherichia coli. The presented purification procedure provides native-like protein and excludes the need for affinity purification tags. Importantly, three-dimensional protein crystals of GPR were successfully grown and analyzed by X-ray crystallography. These results together with data from single particle cryo-electron microscopy provide direct evidence for the pentameric stoichiometry of purified GPR.

绿光吸收蛋白紫红质(GPR)是细菌光驱动质子泵的原型。自20年前发现以来,它一直是持续研究的焦点,并引发了各种生物物理技术的发展和应用。然而,关于GPR的低聚体组装仍然存在一定的争议和歧义。我们在这里提出了第一个无标记纯化的五聚体GPR。离子交换和大小排除色谱相结合,从过表达GPR的大肠杆菌中获得均匀和高纯度的无标记五聚体。提出的纯化程序提供天然样蛋白,不需要亲和纯化标签。重要的是,成功地生长了GPR的三维蛋白质晶体,并通过x射线晶体学进行了分析。这些结果与单粒子低温电子显微镜的数据一起为纯化GPR的五聚体化学计量提供了直接证据。
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引用次数: 4
Structural basis for differentiation between two classes of thiolase: Degradative vs biosynthetic thiolase 区分两类硫醇酶的结构基础:降解型与生物合成型硫醇酶
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2019.100018
Sukritee Bhaskar , David L. Steer , Ruchi Anand , Santosh Panjikar

Thiolases are a well characterized family of enzymes with two distinct categories: degradative, β-ketoadipyl-CoA thiolases and biosynthetic, acetoacetyl-CoA thiolases. Both classes share an identical catalytic triad but catalyze reactions in opposite directions. Moreover, it is established that in contrast to the biosynthetic thiolases the degradative thiolases can accept substrates with broad chain lengths. Hitherto, no residue or structural pattern has been recognized that might help to discern the two thiolases, here we exploit, a tetrameric degradative thiolase from Pseudomonas putida KT2440 annotated as PcaF, as a model system to understand features which distinguishes the two classes using structural studies and bioinformatics analyses. Degradative thiolases have different active site architecture when compared to biosynthetic thiolases, demonstrating the dissimilar chemical nature of the active site architecture. Both thiolases deploy different “anchoring residues” to tether the large Coenzyme A (CoA) or CoA derivatives. Interestingly, the H356 of the catalytic triad in PcaF is directly involved in tethering the CoA/CoA derivatives into the active site and we were able to trap a gridlocked thiolase structure of the H356A mutant, where the CoA was found to be covalently linked to the catalytic cysteine residue, inhibiting the overall reaction. Further, X-ray structures with two long chain CoA derivatives, hexanal-CoA and octanal-CoA helped in delineating the long tunnel of 235 Å2 surface area in PcaF and led to identification of a unique covering loop exclusive to degradative thiolases that plays an active role in determining the tunnel length and the nature of the binding substrate.

巯基酶是一类具有明显特征的酶,分为两类:降解型β-酮二基辅酶a巯基酶和生物合成型乙酰乙酰辅酶a巯基酶。这两类具有相同的催化三元组,但催化反应的方向相反。此外,与生物合成硫酶相比,降解硫酶可以接受宽链长的底物。到目前为止,还没有发现可能有助于区分这两种硫酶的残基或结构模式,在这里,我们利用恶臭假单胞菌KT2440标记为PcaF的四聚体降解硫酶作为模型系统,利用结构研究和生物信息学分析来理解区分这两类酶的特征。与生物合成硫酶相比,降解硫酶具有不同的活性位点结构,表明活性位点结构的化学性质不同。这两种硫酶使用不同的“锚定残基”来拴住大的辅酶A (CoA)或CoA衍生物。有趣的是,PcaF中催化三联体的H356直接参与将CoA/CoA衍生物拴在活性位点,我们能够捕获H356A突变体的一个锁住的硫酶结构,其中CoA被发现与催化半胱氨酸残基共价连接,抑制了整个反应。此外,含有两种长链CoA衍生物(己醛-CoA和辛烷-CoA)的x射线结构有助于描绘PcaF 235 Å2表面积的长隧道,并鉴定出降解硫酶特有的独特覆盖环,该覆盖环在确定隧道长度和结合底物的性质方面发挥积极作用。
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引用次数: 7
On the complementarity of X-ray and NMR data 论x射线和核磁共振数据的互补性
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100019
Antonio Schirò , Azzurra Carlon , Giacomo Parigi , Garib Murshudov , Vito Calderone , Enrico Ravera , Claudio Luchinat

X-ray crystallography and NMR contain complementary information for the structural characterization of biological macromolecules. X-ray diffraction is primarily sensitive to the overall shape of the molecule, whereas NMR is mostly sensitive to the atomic detail. Their combination can therefore provide a stronger justification for the resulting structure. For their combination we have recently proposed REFMAC-NMR, which relies on primary data from both techniques for joint refinement. This possibility raises the compelling question of how far the complementarity can be extended. In this paper, we describe an integrative approach to the refinement with NMR data of four X-ray structures of hen-egg-white lysozyme, solved at atomic resolution in four different crystal forms, and we demonstrate that the outcome critically depends on the crystal form itself, reflecting the sensitivity of NMR to fine details.

x射线晶体学和核磁共振包含了生物大分子结构表征的互补信息。x射线衍射主要对分子的整体形状敏感,而核磁共振主要对原子细节敏感。因此,它们的组合可以为最终的结构提供更有力的理由。对于它们的组合,我们最近提出了REFMAC-NMR,它依赖于两种技术的原始数据进行联合细化。这种可能性提出了一个令人信服的问题,即互补性可以扩展到什么程度。在本文中,我们描述了一种综合的方法来细化四种不同晶体形式的蛋清溶菌酶的四种x射线结构的核磁共振数据,在原子分辨率下解决,我们证明了结果严重依赖于晶体形式本身,反映了核磁共振对精细细节的敏感性。
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引用次数: 7
Specificity in PDZ-peptide interaction networks: Computational analysis and review pdz -肽相互作用网络的特异性:计算分析和回顾
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100022
Jeanine F. Amacher , Lionel Brooks 3rd , Thomas H. Hampton , Dean R. Madden

Globular PDZ domains typically serve as protein–protein interaction modules that regulate a wide variety of cellular functions via recognition of short linear motifs (SLiMs). Often, PDZ mediated-interactions are essential components of macromolecular complexes, and disruption affects the entire scaffold. Due to their roles as linchpins in trafficking and signaling pathways, PDZ domains are attractive targets: both for controlling viral pathogens, which bind PDZ domains and hijack cellular machinery, as well as for developing therapies to combat human disease. However, successful therapeutic interventions that avoid off-target effects are a challenge, because each PDZ domain interacts with a number of cellular targets, and specific binding preferences can be difficult to decipher. Over twenty-five years of research has produced a wealth of data on the stereochemical preferences of individual PDZ proteins and their binding partners. Currently the field lacks a central repository for this information. Here, we provide this important resource and provide a manually curated, comprehensive list of the 271 human PDZ domains. We use individual domain, as well as recent genomic and proteomic, data in order to gain a holistic view of PDZ domains and interaction networks, arguing this knowledge is critical to optimize targeting selectivity and to benefit human health.

球状PDZ结构域通常作为蛋白质-蛋白质相互作用模块,通过识别短线性基序(slms)来调节多种细胞功能。通常,PDZ介导的相互作用是大分子复合物的重要组成部分,破坏会影响整个支架。由于PDZ结构域在运输和信号通路中的关键作用,它们是有吸引力的靶标:既可以控制结合PDZ结构域和劫持细胞机制的病毒病原体,也可以开发对抗人类疾病的治疗方法。然而,成功避免脱靶效应的治疗干预是一个挑战,因为每个PDZ结构域与许多细胞靶标相互作用,并且特定的结合偏好可能难以破译。超过25年的研究已经产生了丰富的数据立体化学偏好的单个PDZ蛋白及其结合伙伴。目前,该字段缺乏此信息的中央存储库。在这里,我们提供了这个重要的资源,并提供了271个人类PDZ域的手动策划的综合列表。我们使用单个结构域,以及最近的基因组和蛋白质组学数据,以获得PDZ结构域和相互作用网络的整体视图,认为这些知识对于优化靶向选择性和有益于人类健康至关重要。
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引用次数: 30
An allosteric pocket for inhibition of bacterial Enzyme I identified by NMR-based fragment screening 通过核磁共振片段筛选鉴定出抑制细菌酶I的变构口袋
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100034
Trang T. Nguyen , Vincenzo Venditti

Enzyme I (EI), which is the key enzyme to activate the bacterial phosphotransferase system, plays an important role in the regulation of several metabolic pathways and controls the biology of bacterial cells at multiple levels. The conservation and ubiquity of EI among different types of bacteria makes the enzyme a potential target for antimicrobial research. Here, we use NMR-based fragment screening to identify novel inhibitors of EI. We identify three molecular fragments that allosterically inhibit the phosphoryl transfer reaction catalyzed by EI by interacting with the enzyme at a surface pocket located more than 10 Å away from the substrate binding site. Interestingly, although the three molecules share the same binding pocket, we observe that two of the discovered EI ligands act as competitive inhibitors while the third ligand acts as a mixed inhibitor. Characterization of the EI-inhibitor complexes by NMR and Molecular Dynamics simulations reveals key interactions that perturb the fold of the active site and provides structural foundation for the different inhibitory activity of the identified molecular fragments. In particular, we show that contacts between the inhibitor and the side-chain of V292 are crucial to destabilize binding of the substrate to EI. In contrast, mixed inhibition is caused by additional contacts between the inhibitor and ⍺-helix 2 that perturb the active site structure and turnover in an allosteric manner. We expect our results to provide the basis for the development of second generation allosteric inhibitors of increased potency and to suggest novel molecular strategies to combat drug-resistant infections.

酶I (EI)是激活细菌磷酸转移酶系统的关键酶,在多种代谢途径的调控中起着重要作用,在多个水平上控制着细菌细胞的生物学。EI在不同类型细菌中的保守性和普遍性使其成为抗菌研究的潜在靶点。在这里,我们使用基于核磁共振的片段筛选来鉴定新的EI抑制剂。我们发现了三个分子片段,它们通过在距离底物结合位点超过10 Å的表面口袋中与酶相互作用来变质抑制EI催化的磷酸化酰基转移反应。有趣的是,虽然这三个分子具有相同的结合袋,但我们观察到其中两个EI配体作为竞争性抑制剂,而第三个配体作为混合抑制剂。通过核磁共振和分子动力学模拟对ei -抑制剂复合物进行表征,揭示了干扰活性位点折叠的关键相互作用,并为所鉴定的分子片段的不同抑制活性提供了结构基础。特别是,我们发现抑制剂和V292侧链之间的接触对于破坏底物与EI的不稳定结合至关重要。相反,混合抑制是由抑制剂和螺旋2之间的额外接触引起的,这种接触以变构方式扰乱了活性位点结构和周转。我们希望我们的研究结果能够为第二代变构抑制剂的开发提供基础,并提出新的分子策略来对抗耐药感染。
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引用次数: 5
A Monte Carlo framework for missing wedge restoration and noise removal in cryo-electron tomography 低温电子断层扫描中缺失楔形恢复和噪声去除的蒙特卡罗框架
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2019.100013
Emmanuel Moebel, Charles Kervrann

We propose a statistical method to address an important issue in cryo-electron tomography image analysis: reduction of a high amount of noise and artifacts due to the presence of a missing wedge (MW) in the spectral domain. The method takes as an input a 3D tomogram derived from limited-angle tomography, and gives as an output a 3D denoised and artifact compensated volume. The artifact compensation is achieved by filling up the MW with meaningful information. To address this inverse problem, we compute a Minimum Mean Square Error (MMSE) estimator of the uncorrupted image. The underlying high-dimensional integral is computed by applying a dedicated Markov Chain Monte-Carlo (MCMC) sampling procedure based on the Metropolis-Hasting (MH) algorithm. The proposed MWR (Missing Wedge Restoration) algorithm can be used to enhance visualization or as a pre-processing step for image analysis, including segmentation and classification of macromolecules. Results are presented for both synthetic data and real 3D cryo-electron images.

我们提出了一种统计方法来解决低温电子断层成像分析中的一个重要问题:减少由于谱域中缺失楔形(MW)的存在而产生的大量噪声和伪影。该方法以有限角度层析成像得到的三维层析成像作为输入,并给出三维去噪和伪影补偿的体作为输出。工件补偿是通过用有意义的信息填充MW来实现的。为了解决这个逆问题,我们计算了未损坏图像的最小均方误差(MMSE)估计量。利用基于Metropolis-Hasting (MH)算法的专用马尔可夫链蒙特卡罗(MCMC)采样程序计算底层高维积分。所提出的MWR (Missing Wedge Restoration)算法可用于增强可视化或作为图像分析的预处理步骤,包括大分子的分割和分类。给出了合成数据和真实三维低温电子图像的结果。
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引用次数: 14
Molecular assemblies built with the artificial protein Pizza 用人造蛋白披萨构建的分子组装
IF 2.9 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2020-01-01 DOI: 10.1016/j.yjsbx.2020.100027
Jeroen P.M. Vrancken , Jana Aupič , Christine Addy , Roman Jerala , Jeremy R.H. Tame , Arnout R.D. Voet

Recently an artificial protein named Pizza6 was reported, which possesses six identical tandem repeats and adopts a monomeric β-propeller fold with sixfold structural symmetry. Pizza2, a truncated form that consists of a double tandem repeat, self-assembles into a trimer reconstructing the same propeller architecture as Pizza6. The ability of pizza proteins to self-assemble to form complete propellers makes them interesting building blocks to engineer larger symmetrical protein complexes such as symmetric nanoparticles. Here we have explored the self-assembly of Pizza2 fused to homo-oligomerizing peptides. In total, we engineered five different fusion proteins, of which three appeared to assemble successfully into larger complexes. Further characterization of these proteins showed one monodisperse designer protein with a structure close to the intended design. This protein was further fused to eGFP to investigate functionalization of the nanoparticle. The fusion protein was stable and could be expressed in high yield, showing that Pizza-based nanoparticles may be further decorated with functional domains

最近报道了一种名为Pizza6的人工蛋白,它具有6个相同的串联重复序列,并采用具有六重结构对称的单体β-螺旋桨折叠。Pizza2是由双串联重复序列组成的截断形式,自组装成三聚体,重建与Pizza6相同的螺旋桨结构。披萨蛋白自组装形成完整螺旋桨的能力,使它们成为设计更大的对称蛋白质复合物(如对称纳米粒子)的有趣基础。在这里,我们探索了Pizza2融合到同源寡聚肽的自组装。我们总共设计了五种不同的融合蛋白,其中三种似乎成功地组装成更大的复合物。对这些蛋白的进一步表征表明,一个单分散的设计蛋白具有接近预期设计的结构。该蛋白进一步与eGFP融合,以研究纳米颗粒的功能化。融合蛋白稳定且高产能表达,表明基于披萨的纳米颗粒可以进一步修饰功能域
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引用次数: 7
期刊
Journal of Structural Biology: X
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