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cPGA hydrolase assay of DJ-1 in crude cell lysates: Implications for sensing of oxidative stress 粗细胞裂解物中 DJ-1 的 cPGA水解酶测定:感知氧化应激的意义
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-30 DOI: 10.1016/j.ab.2024.115631

Cyclic 3-phosphosphoglyceric anhydride (cPGA), a side product of glycolysis, acylates cellular amines and thiols to form amides and thioesters, respectively. Since these acylation reactions are harmful, organisms rely on a protein, known as DJ-1 in humans, to inactivate cPGA. Inactivation of cPGA likely plays a significant role in cytoprotection by DJ-1, but further progress in this direction is hampered by the lack of quantitative assays to measure the cPGA hydrolase activity of DJ-1 in biological samples. Here we report an optimized procedure for preparation of cPGA which is then used as a substrate to quantify enzymatic activity of DJ-1. The end-point assay for cPGA hydrolase uses dilute cell lysates to hydrolyze cPGA for 0.5–3.5 min followed by conversion of the remaining cPGA into thioester for spectrophotometric quantitation. We illustrate the utility of this assay by showing that higher levels of cPGA hydrolase activity result in better protection from acylation by cPGA. Moreover, the decrease of cPGA hydrolase activity due to oxidation of the catalytic cysteine of DJ-1 under oxidative stress and its subsequent recovery can be monitored using the assay. This relatively simple assay allows functional characterization of DJ-1 in biological samples through quantitative assessment of its cPGA hydrolase activity.

环状 3-磷酸甘油酸酐(cPGA)是糖酵解的副产品,它能酰化细胞中的胺和硫醇,分别形成酰胺和硫酯。由于这些酰化反应是有害的,生物体依靠一种蛋白质(在人类中称为 DJ-1)来灭活 cPGA。在 DJ-1 的细胞保护作用中,cPGA 的灭活可能起着重要作用,但由于缺乏定量测定 DJ-1 在生物样本中的 cPGA 水解酶活性的方法,阻碍了这一方向的进一步发展。在此,我们报告了一种制备 cPGA 的优化程序,然后将其用作底物来量化 DJ-1 的酶活性。cPGA 水解酶终点检测法使用稀释的细胞裂解液水解 cPGA 0.5-3.5 分钟,然后将剩余的 cPGA 转化为硫酯,进行分光光度法定量。我们的研究表明,较高水平的 cPGA 水解酶活性能更好地保护细胞免受 cPGA 的酰化,从而说明了这种检测方法的实用性。此外,在氧化压力下,DJ-1 的催化半胱氨酸被氧化,导致 cPGA 水解酶活性降低,随后恢复,这些都可以用该检测方法监测到。这种相对简单的检测方法可以通过定量评估生物样本中 DJ-1 的 cPGA 水合酶活性来确定其功能特征。
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引用次数: 0
Identifying circRNA-disease association based on relational graph attention network and hypergraph attention network 基于关系图注意力网络和超图注意力网络识别 circRNA 与疾病的关联性
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-26 DOI: 10.1016/j.ab.2024.115628

In recent years, with the in-depth study of circRNA, scholars have begun to discover a synergistic relationship between circRNA and microorganisms. Traditional wet lab experiments in biology require expensive financial, material, and human resources to investigate the relationship between circRNA and diseases. Therefore, we propose a new predictive model for inferring the association between circRNA and diseases, called HAGACDA. Specifically, we first aggregate the unique features of circRNA and diseases themselves through singular value decomposition, Pearson similarity, and the biological information characteristics of circRNA and diseases. Utilizing the competitive relationships between miRNA and other microorganisms, we construct a circRNA-miRNA-disease multi-source heterogeneous network. Subsequently, we use a relational graph attention network to aggregate features based on the structural connections between different nodes. To address the inherent limitations in capturing high-order patterns in edge sets, we integrate a hypergraph attention network to extract features of circRNA and diseases. Finally, association prediction scores for node pairs are obtained through a multilayer perceptron. We conducted a comprehensive analysis of the model, including comparative experiments and case studies. Experimental results demonstrate that our model accurately predicts the association between circRNA and diseases.

近年来,随着对 circRNA 的深入研究,学者们开始发现 circRNA 与微生物之间的协同作用关系。传统的生物学湿法实验需要耗费大量的财力、物力和人力来研究 circRNA 与疾病的关系。因此,我们提出了一种用于推断 circRNA 与疾病关系的新预测模型,称为 HAGACDA。具体来说,我们首先通过奇异值分解、皮尔逊相似性以及 circRNA 和疾病的生物信息特征,聚合 circRNA 和疾病本身的独特特征。利用 miRNA 与其他微生物之间的竞争关系,我们构建了一个 circRNA-miRNA-Disease 多源异构网络。随后,我们利用关系图关注网络,根据不同节点之间的结构连接来聚合特征。为了解决捕捉边缘集高阶模式的固有局限性,我们整合了超图注意力网络来提取 circRNA 和疾病的特征。最后,通过多层感知器获得节点对的关联预测得分。我们对该模型进行了全面分析,包括对比实验和案例研究。实验结果表明,我们的模型能准确预测 circRNA 与疾病之间的关联。
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引用次数: 0
Investigating Xiaochaihu Decoction's fever-relieving mechanism via network pharmacology, molecular docking, dynamics simulation, and experiments 通过网络药理学、分子对接、动力学模拟和实验研究小柴胡汤的解热机制
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-26 DOI: 10.1016/j.ab.2024.115629

Xiaochaihu Decoction(XCHD)is a classic prescription for the treatment of fever, but the mechanism is not clear. In this study, We elucidated the mechanism of action through network pharmacology and molecular docking. A rat fever model was established to verify the prediction results of network pharmacology. The analysis revealed that 120 intersection targets existed between XCHD and fever. The TP53, STAT3, RELA, MAPK1, AKT1, TNF and MAPK14 as potential core targets of XCHD in fever treatment. GO and KEGG pathway enrichment analyses indicated that XCHD may act through pathways such as the AGE-RAGE signaling pathway in diabetic complications, TNF signaling pathway, IL-17 signaling pathway. Molecular docking results demonstrated that quercetin, kaempferol, β-sitosterol, stigmasterol and baicalein exhibited strong binding activity to key targets. Animal experiments showed that XCHD significantly reduced body temperature and levels of IL-1β, IL-6, TNF-α, NO, PGE2, and cAMP in rats with fever. Importantly, no significant difference was observed between the XCHD self-emulsifying nano phase plus suspension phase and XCHD group. XCHD exerts its therapeutic effects on fever through a multi-ingredient, multi-target, and multi-pathway approach.

小柴胡汤(XCHD)是治疗发热的经典处方,但其作用机制尚不清楚。在本研究中,我们通过网络药理学和分子对接阐明了其作用机制。为了验证网络药理学的预测结果,我们建立了大鼠发热模型。分析表明,XCHD与发热之间存在120个交叉靶点。其中,TP53、STAT3、RELA、MAPK1、AKT1、TNF和MAPK14是十全大补丸治疗发热的潜在核心靶点。GO和KEGG通路富集分析表明,XCHD可能通过糖尿病并发症中的AGE-RAGE信号通路、TNF信号通路、IL-17信号通路等通路发挥作用。分子对接结果表明,槲皮素、山柰醇、β-谷甾醇、豆甾醇和黄芩苷与关键靶标具有很强的结合活性。动物实验表明,XCHD 能显著降低发烧大鼠的体温和 IL-1β、IL-6、TNF-α、NO、PGE2 和 cAMP 的水平。重要的是,XCHD自乳化纳米相加悬浮相组与XCHD组之间没有观察到明显差异。XCHD通过多成分、多靶点、多途径的方法对发烧发挥治疗作用。
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引用次数: 0
Development and validation of an enzyme-linked immunosorbent assay for the quantification of a recombinant humanized anti-IL-4Rα monoclonal antibody CM310 in serum and its application to pharmacokinetic study in Sprague-Dawley Rats 开发和验证用于血清中重组人源化抗IL-4Rα单克隆抗体CM310定量的酶联免疫吸附测定及其在Sprague-Dawley大鼠药代动力学研究中的应用。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-25 DOI: 10.1016/j.ab.2024.115623

CM310 is a recombinant humanized monoclonal antibody targeting Interleukin (IL)-4 receptor alpha (IL-4Rα). IL-4Rα blockade prevents IL-4 and IL-13 from binding to their receptor, thereby inhibiting downstream signaling pathways that drive Type 2 helper T-cell (Th2) inflammation. CM310 holds potential for treating Th2-related inflammatory diseases, such as asthma, atopic dermatitis and chronic sinusitis with nasal polyposis. In this study, a direct enzyme-linked immunosorbent assay (ELISA) was developed to measure the concentrations of CM310 in rat serum. Seven calibration standards (ranging from 25 to 1600 ng/mL) and three quality controls (70, 500 and 1250 ng/mL) were defined. The limit of detection (LOD), lower limit of quantification (LLOQ) and upper limit of quantification (ULOQ) were 13, 25 and 1600 ng/mL, respectively. The method exhibited excellent precision and accuracy and successfully applied to in vitro serum stability and pharmacokinetic (PK) studies. In conclusion, we have developed and validated a highly sensitive and selective method for measuring CM310 in Sprague-Dawley rats. The development and validation ELISA method met the acceptable criteria, which suggested that these can be applied to quantify CM310, as well as in PK studies.

CM310 是一种针对白细胞介素 (IL)-4 受体α(IL-4Rα)的重组人源化单克隆抗体。阻断 IL-4Rα 可阻止 IL-4 和 IL-13 与其受体结合,从而抑制驱动 2 型辅助性 T 细胞(Th2)炎症的下游信号通路。CM310有望治疗与Th2相关的炎症性疾病,如哮喘、特应性皮炎和慢性鼻窦炎伴鼻息肉。本研究开发了一种直接酶联免疫吸附测定法(ELISA)来测定大鼠血清中 CM310 的浓度。确定了七个校准标准(25 至 1600 ng/mL)和三个质量控制(70、500 和 1250 ng/mL)。方法的检出限(LOD)、定量下限(LLOQ)和定量上限(ULOQ)分别为13、25和1600 ng/mL。该方法具有良好的精密度和准确度,并成功地应用于体外血清稳定性和药代动力学(PK)研究。总之,我们建立并验证了一种高灵敏度和高选择性的方法来测定Sprague-Dawley大鼠体内的CM310。所开发和验证的ELISA方法符合可接受的标准,这表明这些方法可用于CM310的定量以及PK研究。
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引用次数: 0
Determination of nutrient concentration in liquid culture of cyanobacteria Nostoc sp. by capillary electrophoresis and inductively coupled plasma mass spectrometry 利用毛细管电泳和电感耦合等离子体质谱法测定蓝藻 Nostoc sp.
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-24 DOI: 10.1016/j.ab.2024.115630

In this work, we demonstrate the use of capillary electrophoresis and inductively coupled plasma mass spectrometry, as competitive methods primarily for ion chromatography, to determine changes in the concentration of small inorganic ions in the Nostoc sp. culture medium. Although macronutrients were analyzed by capillary electrophoresis with conductivity detection, micronutrients were analyzed by inductively coupled plasma mass spectrometry. The different light settings (light intensity and spectral composition) had a visible effect on the culture growth and depletion of calcium, magnesium, and phosphate ions, and iron and manganese elements when comparing the behavior under red or violet light with that under blue light.

在这项工作中,我们展示了使用毛细管电泳和电感耦合等离子体质谱法(主要是离子色谱法的竞争性方法)来测定 Nostoc 培养基中无机小离子浓度的变化。虽然宏量营养元素是通过毛细管电泳和电导检测法进行分析的,但微量营养元素是通过电感耦合等离子体质谱法进行分析的。不同的光照设置(光照强度和光谱组成)对培养物的生长和钙、镁、磷酸根离子以及铁和锰元素的消耗有明显的影响,红光或紫光下的表现与蓝光下的表现相比较。
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引用次数: 0
LC-MS characterization of N/O-glycans of α- and β-subunits of chicken ovomucin separated by SDS-PAGE 用 SDS-PAGE 分离鸡卵母细胞蛋白 α 和 β 亚基的 N/O-Glycans 的 LC-MS 特征。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-20 DOI: 10.1016/j.ab.2024.115625

As the main active glycoprotein of egg white, the biological functions of chicken ovomucin α- and β-subunit are closely related to the structure of glycans. However, the exact composition and structure of the subunit glycans are still unknown. We obtained highly pure chicken ovomucin α-subunit and β-subunit protein bands by the strategy combined with two-step isoelectric precipitation and SDS-PAGE gel electrophoresis. The ammonia-catalyzed one-pot procedure was then used to release and capture α-and β-subunit protein glycans with 1-phenyl- 3-Methyl-5-pyrazolone (PMP). The N/O-glycans of bis-PMP derivatives were purified and analyzed by LC-MS. More importantly, an effective dual modification was performed to accurately quantify neutral and sialylated O-glycans through methylamidation of sialic acid residues and simultaneously through carbonyl condensation reactions of reducing ends with PMP. We first showed that the α-subunit protein has only N-glycosylation modification, and the β-subunit only O-glycosylation, a total of 22 N-glycans and 20 O-glycans were identified in the α- and β-subunit, respectively. In addition, the complex N-glycan (47 %) and the sialylated O-glycan (77 %) are each major types of the above subunits. Such findings in this study provide a basis for studying the functional and biological activities of chicken ovomucin glycans.

作为蛋清中主要的活性糖蛋白,鸡卵粘蛋白α亚基和β亚基的生物学功能与糖的结构密切相关。然而,亚基糖蛋白的确切组成和结构仍然未知。我们采用两步等电沉淀和SDS-PAGE凝胶电泳相结合的策略,获得了高纯度的鸡卵粘蛋白α亚基和β亚基蛋白条带。然后利用氨催化的一锅程序,用 1-苯基- 3-甲基-5-吡唑啉酮(PMP)释放和捕获α和β亚基蛋白聚糖。双 PMP 衍生物的 N/O 聚糖被纯化并通过 LC-MS 进行分析。更重要的是,通过对硅酸残基进行甲基化,同时通过还原末端与 PMP 的羰基缩合反应,对中性和硅烷基化的 O-聚糖进行了有效的双重修饰。我们首先发现α亚基蛋白只有N-糖基化修饰,而β亚基只有O-糖基化修饰,在α和β亚基中分别鉴定出了22个N-糖和20个O-糖。此外,复合 N-聚糖(47%)和糖基化 O-聚糖(77%)分别是上述亚基的主要类型。本研究的这些发现为研究鸡卵粘蛋白聚糖的功能和生物活性提供了依据。
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引用次数: 0
Application and performance enhancement of FAIMS spectral data for deep learning analysis using generative adversarial network reinforcement 利用生成式对抗网络强化 FAIMS 光谱数据在深度学习分析中的应用和性能提升。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-20 DOI: 10.1016/j.ab.2024.115627

When using High-field asymmetric ion mobility spectrometry (FAIMS) to process complex mixtures for deep learning analysis, there is a problem of poor recognition performance due to the lack of high-quality data and low sample diversity. In this paper, a Generative Adversarial Network (GAN) method is introduced to simulate and generate highly realistic and diverse spectral for expanding the dataset using real mixture spectral data of 15 classes collected by FAIMS. The mixed datasets were put into VGG and ResNeXt for testing respectively, and the experimental results proved that the best recognition effect was achieved when the ratio of real data to generated data was 1:4: where accuracy improved by 24.19 % and 6.43 %; precision improved by 23.71 % and 6.97 %; recall improved by 21.08 % and 7.09 %; and F1-score improved by 24.50 % and 8.23 %. The above results strongly demonstrate that GAN can effectively expand the data volume and increase the sample diversity without increasing the additional experimental cost, which significantly enhances the experimental effect of FAIMS spectral for the analysis of complex mixtures.

在使用高场非对称离子迁移谱(FAIMS)处理复杂混合物进行深度学习分析时,由于缺乏高质量数据和样本多样性低,存在识别性能差的问题。本文介绍了一种生成对抗网络(GAN)方法,利用 FAIMS 收集的 15 类真实混合物光谱数据,模拟并生成高度真实和多样化的光谱,以扩展数据集。将混合数据集分别放入 VGG 和 ResNeXt 中进行测试,实验结果证明,当真实数据与生成数据的比例为 1:4 时,识别效果最佳:准确率分别提高了 24.19% 和 6.43%;精确率分别提高了 23.71% 和 6.97%;召回率分别提高了 21.08% 和 7.09%;F1-score 分别提高了 24.50% 和 8.23%。上述结果有力地证明了 GAN 可以在不增加额外实验成本的情况下,有效地扩大数据量和增加样本多样性,从而显著提高 FAIMS 光谱分析复杂混合物的实验效果。
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引用次数: 0
Development of TaqMan-based real-time PCR based on ψ gene for quantitative detection of CAR-T cells 开发基于 ψ 基因的 TaqMan 实时 PCR,用于 CAR-T 细胞的定量检测。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-18 DOI: 10.1016/j.ab.2024.115626

Chimeric-antigen-receptor-T (CAR-T) have heralded a paradigm shift in the landscape of cancer immunotherapy. Retrovirus-mediated gene transfer serves to deliver the specific CAR expressing cassette into T cells across a spectrum of basic research and clinical contests in cancer therapy. However, it is necessary to devise a precise and validated quantitative methodology tailored to the diverse CAR constructs. In the investigation, a TaqMan real-time qPCR method was developed, utilizing primers targeting ψ gene sequence. This method offers a swift, sensitive, reproducible, and accurate tool for evaluating retroviral copy numbers at the integrated DNA level. Importantly, the established qPCR exhibits no cross-reactivity with non-transduced T cells or tissues. The regression equation characterizing TaqMan real-time PCR dynamics is y = −3.3841x + 41.402 (R2 = 0.999), showing an amplification efficiency of 97.47 %. Notably, the established qPCR method achieves a minimum detection of 43.1 copies/μL. Furthermore, both intra- and inter-group discrepancies remain below 4 %, underscoring the good repeatability of the established method. Our in vitro and in vivo results also support its sensitivity, specificity, and stability. Consequently, this method offers researchers with a cost-effective tool to quantify CAR copies both in vitro and in vivo.

嵌合抗原受体-T(CAR-T)预示着癌症免疫疗法模式的转变。逆转录病毒介导的基因转移可将特定的 CAR 表达盒输送到 T 细胞中,在癌症治疗的基础研究和临床试验中广泛应用。然而,有必要针对不同的 CAR 构建物设计一种精确、有效的定量方法。在这项研究中,利用针对ψ基因序列的引物,开发了一种 TaqMan 实时 qPCR 方法。这种方法为评估整合 DNA 水平的逆转录病毒拷贝数提供了一种快速、灵敏、可重复和准确的工具。重要的是,已建立的 qPCR 与非转导 T 细胞或组织无交叉反应。TaqMan 实时 PCR 动态特性的回归方程为 y = -3.3841x + 41.402(R2 = 0.999),显示扩增效率为 97.47%。值得注意的是,已建立的 qPCR 方法的最低检出率为 43.1 个拷贝/μL。此外,组内和组间差异均保持在 4% 以下,凸显了既定方法的良好可重复性。我们的体外和体内结果也支持其灵敏度、特异性和稳定性。因此,该方法为研究人员在体外和体内定量检测 CAR 副本提供了一种经济有效的工具。
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引用次数: 0
Targeted analysis of organic acids with GC-MS/MS: Challenges and prospects 利用 GC-MS/MS 对有机酸进行目标分析:挑战与前景。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-18 DOI: 10.1016/j.ab.2024.115620

GC-MS/MS combines the superior chromatographic resolution of GC with the specific and sensitive detection of tandem MS. On paper, it is an ideal system for the routine analyses of organic acids, yet very few studies have used and published such methods. This is likely due to several challenges highlighted in this communication. Briefly, the combination of EI ionization with MRM detection provides arguably insufficient specificity when targeting organic acids. Moreover, the narrow peaks generally produced by GC can lead to inaccurate quantification when the mass spectrometer's cycle time is too long. Potential solutions to these problems are discussed.

GC-MS/MS 结合了气相色谱卓越的色谱分辨率和串联质谱特异灵敏的检测能力。从纸面上看,这是一种理想的有机酸常规分析系统,但使用和发表这种方法的研究却寥寥无几。这可能是由于本报告中强调的几个挑战造成的。简而言之,EI 离子化与 MRM 检测的结合在针对有机酸时提供的特异性不足。此外,当质谱仪的周期时间过长时,气相色谱通常产生的窄峰可能会导致定量不准确。本文讨论了这些问题的潜在解决方案。
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引用次数: 0
Nitro fatty acids: A comprehensive review on analytical methods and levels in health and disease 硝基脂肪酸:关于健康和疾病中的分析方法和水平的全面综述。
IF 2.6 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-07-17 DOI: 10.1016/j.ab.2024.115624

Nitro fatty acids (NO2–FAs) are biologically active compounds produced from the reaction of unsaturated fatty acids with reactive nitrogen species (RNS). Due to their electrophilic nature, these endogenously produced metabolites can react with nucleophilic targets, producing a spectrum of modulatory and protective effects. Determination of NO2–FAs in biological samples is challenging due to their low nanomolar to picomolar endogenous concentrations, indistinct metabolism, and distribution in many tissues and biofluids. Several attempts have been made to develop precise, standardized, and efficient methodologies for assessing physiological and pathophysiological processes to overcome the difficulties associated with their measurement. This review discusses those approaches utilizing liquid chromatography tandem mass spectrometry (LC‒MS/MS) and gas chromatography tandem mass spectrometry (GC‒MS/MS) for the quantification of NO2–FAs, in addition to a summary of their laboratory synthesis and extraction from biological samples. Clinical associations with different pathological conditions, including hyperlipidaemia, cardiac ischemia and herpes simplex type 2 viral infection (HSV-2), are also discussed.

硝基脂肪酸(NO2-FAs)是不饱和脂肪酸与活性氮物种(RNS)反应产生的具有生物活性的化合物。由于其亲电性,这些内源性代谢物可与亲核目标发生反应,产生一系列调节和保护作用。由于 NO2-FAs 的内源性浓度较低,从纳摩尔到皮摩尔不等,其代谢过程不明确,而且分布在许多组织和生物液体中,因此生物样本中 NO2-FAs 的测定具有挑战性。为了克服测量中遇到的困难,人们尝试开发精确、标准化和高效的方法来评估生理和病理生理过程。本综述讨论了利用液相色谱串联质谱法(LC-MS/MS)和气相色谱串联质谱法(GC-MS/MS)定量检测 NO2-FAs 的方法,并概述了实验室合成 NO2-FAs 和从生物样本中提取 NO2-FAs 的方法。此外,还讨论了与高脂血症、心脏缺血和单纯疱疹 2 型病毒感染(HSV-2)等不同病理情况的临床关联。
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引用次数: 0
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Analytical biochemistry
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