Mammalian cells

哺乳动物细胞
  • 文章类型: Journal Article
    在常规细胞裂解物方案中,细胞碎片通常被丢弃以获得更清洁的裂解物。然而,这种方法有局限性,因为它可能忽略了重要的细胞成分。通过丢弃细胞碎片,研究人员可能无意中排除了关键因素。保留所有细胞组分为研究各种细胞区室中的分子生物学提供了几个优点。首先,它提供了蜂窝环境的更准确的表示。其次,它能够研究复杂的细胞相互作用,包括与碎片相关的细胞结构和信号通路。这种观点的转变凸显了整体方法制备裂解物的重要性。通过获得包括所有细胞成分的裂解物,研究人员可以更深入地了解细胞过程,导致更准确的数据和更好地理解细胞功能和功能障碍。这项研究旨在开发一种保留所有细胞成分的总细胞裂解物的制备方案,包括碎片.我们的方法包括:•使用洗涤剂组合的三步增溶过程,糖类,和螯合剂,再加上超声处理,与使用全洗涤剂鸡尾酒的经典一步法相反。•确保所有细胞成分溶解的综合策略,提供更完整的裂解物进行分析。
    In conventional cell lysate protocols, cell debris is typically discarded to obtain a cleaner lysate. However, this approach has limitations, as it may overlook vital cellular components. By discarding cell debris, researchers may inadvertently exclude crucial elements. Retaining all cellular components offers several advantages for studying molecular biology within various cellular compartments. Firstly, it provides a more accurate representation of the cellular environment. Secondly, it enables the study of complex cellular interactions, including those involving cellular structures and signaling pathways associated with debris. This shift in perspective highlights the importance of a holistic approach to lysate preparation. By obtaining lysates that include all cellular components, researchers can gain deeper insights into cellular processes, leading to more accurate data and a better understanding of cellular function and dysfunction. This study aimed to develop a protocol for the preparation of total cell lysates that retain all cellular components, including debris. Our method involves:•A three-step solubilization process using a combination of detergents, saccharides, and chelators, coupled with sonication, in contrast to the classical one-step approach using an all-detergent cocktail.•A comprehensive strategy ensuring the solubilization of all cellular components, providing a more complete lysate for analysis.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    克麦罗沃病毒(KEMV)是通过Ixodes属的蜱传播的蜱传播的Orbivirus病毒。以前用Orbivirus进行的动物实验研究,特别是干扰素受体双敲除(IFNAR(-/-))小鼠模型,没有表明与年龄或性别有关的偏见。我们努力评估KEMV在哺乳动物或Ixodes细胞中的连续和交替传代对雄性或雌性IFNAR(-/-)小鼠的病毒复制和潜在毒力的影响,具有重要的年龄差异:年轻男性(4-5个月大),老年男性(14-15个月大),和老年女性(14-15个月大)。在哺乳动物或蜱细胞中连续传代30次后,或者在两种细胞类型中交替传代,接种了由此产生的病毒株的老年雌性小鼠是第一个出现临床症状并死亡的小鼠。无论是接种KEMV亲本菌株还是接种任何细胞培养传代菌株,年轻男性的行为都与老年男性不同。接种了适应哺乳动物细胞培养的KEMV的雄性和雌性小鼠组显示出最低的病毒血症。虽然年长的雌性和年轻的雄性小鼠在接种后第6天死亡,令人惊讶的是,年长的雄性一直存活到实验结束,持续了10天。通过基于探针的KEMV实时RT-PCR测试从各种小鼠的血液和器官提取的RNA。RNA提取物的Ct值在老年女性和年轻男性之间相当,虽然老年男性的值比各种器官的高>5Ct单位,表明复制水平较低。值得注意的是,老年男性的心脏是唯一对KEMVRNA呈阴性的器官。这些结果表明,第一次,在这种动物模型中,对Orbivirus的年龄和性别相关偏见很有趣。克麦罗沃病毒RNA依赖性RNA聚合酶氨基酸序列的变化,源自Ixodes细胞的第一次连续传代(KEMVPs。IRE1),在活性聚合酶位点附近被鉴定。这一发现表明,在蜱细胞中选择了具有更好复制适应性的KEMV亚群。
    Kemerovo virus (KEMV) is a tick-borne orbivirus transmitted by ticks of the genus Ixodes. Previous animal experimentation studies with orbiviruses, in particular the interferon receptor double knock-out (IFNAR(-/-)) mouse model, did not indicate bias that is related to age or sex. We endeavoured to assess the effect of serial and alternated passages of KEMV in mammalian or Ixodes cells on virus replication and potential virulence in male or female IFNAR(-/-) mice, with important age differences: younger males (4-5 months old), older males (14-15 months old), and old females (14-15 months old). After 30 serial passages in mammalian or tick cells, or alternated passages in the two cell types, older female mice which were inoculated with the resulting virus strains were the first to show clinical signs and die. Younger males behaved differently from older males whether they were inoculated with the parental strain of KEMV or with any of the cell culture-passaged strains. The groups of male and female mice inoculated with the mammalian cell culture-adapted KEMV showed the lowest viraemia. While older female and younger male mice died by day 6 post-inoculation, surprisingly, the older males survived until the end of the experiment, which lasted 10 days. RNA extracted from blood and organs of the various mice was tested by probe-based KEMV real-time RT-PCR. Ct values of the RNA extracts were comparable between older females and younger males, while the values for older males were >5 Ct units higher for the various organs, indicating lower levels of replication. It is noteworthy that the hearts of the old males were the only organs that were negative for KEMV RNA. These results suggest, for the first time, an intriguing age- and sex-related bias for an orbivirus in this animal model. Changes in the amino acid sequence of the RNA-dependent RNA polymerase of Kemerovo virus, derived from the first serial passage in Ixodes cells (KEMV Ps.IRE1), were identified in the vicinity of the active polymerase site. This finding suggests that selection of a subpopulation of KEMV with better replication fitness in tick cells occurred.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    黄病毒病毒样颗粒(VLP)表现出与病毒颗粒惊人的结构相似性,使它们高度适应各种应用,包括疫苗和诊断。因此,增加VLP产量是重要的,并且可以通过优化表达质粒和细胞培养条件来实现。在尝试表达在包膜(E)蛋白中含有G104H突变的基因型III(GIII)日本脑炎病毒(JEV)VLP时,我们未能在COS-1细胞中产生VLP。然而,通过在较低温度下培养质粒转染的细胞来恢复VLP的产生,特别是28°C此外,我们观察到JEVVLP产生的增强与E蛋白中的氨基酸突变无关。在质粒转染的COS-1细胞中产生JEVVLP的最佳条件包括在37°C下初始培养6小时,然后转移到28°C(37/28°C)进行培养。在37/28°C培养条件下,无论其表达是瞬时转染还是克隆选择的细胞,黄病毒VLP的产生在各种哺乳动物细胞系中均显着增加。值得注意的是,克隆选择的表达黄病毒VLP的细胞系始终达到超过1μg/ml的产量。使用单克隆抗体的结合亲和力分析揭示了基因型I(GI)JEV的VLP的相似结合模式,GIIIJEV,西尼罗河病毒(WNV)和在37°C或37/28°C培养条件下产生的登革热病毒血清型2(DENV-2)。总之,我们的研究表明,在37/28°C的培养条件下,黄病毒VLP的产生可以显着提高,而不会影响E蛋白的构象结构。关键词:•低温培养(37/28°C)增强黄病毒VLP的产生。•黄病毒VLP始终实现超过1μg/ml的产量。•37/28°C培养不改变黄病毒VLP的结构。
    Flavivirus virus-like particles (VLPs) exhibit a striking structural resemblance to viral particles, making them highly adaptable for various applications, including vaccines and diagnostics. Consequently, increasing VLPs production is important and can be achieved by optimizing expression plasmids and cell culture conditions. While attempting to express genotype III (GIII) Japanese encephalitis virus (JEV) VLPs containing the G104H mutation in the envelope (E) protein, we failed to generate VLPs in COS-1 cells. However, VLPs production was restored by cultivating plasmid-transfected cells at a lower temperature, specifically 28 °C. Furthermore, we observed that the enhancement in JEV VLPs production was independent of amino acid mutations in the E protein. The optimal condition for JEV VLPs production in plasmid-transfected COS-1 cells consisted of an initial culture at 37 °C for 6 h, followed by a shift to 28 °C (37/28 °C) for cultivation. Under 37/28 °C cultivation conditions, flavivirus VLPs production significantly increased in various mammalian cell lines regardless of whether its expression was transiently transfected or clonally selected cells. Remarkably, clonally selected cell lines expressing flavivirus VLPs consistently achieved yields exceeding 1 μg/ml. Binding affinity analyses using monoclonal antibodies revealed similar binding patterns for VLPs of genotype I (GI) JEV, GIII JEV, West Nile virus (WNV), and dengue virus serotype 2 (DENV-2) produced under both 37 °C or 37/28 °C cultivation conditions. In summary, our study demonstrated that the production of flavivirus VLPs can be significantly improved under 37/28 °C cultivation conditions without affecting the conformational structure of the E protein. KEYPOINTS: • Low-temperature culture (37/28 °C) enhances production of flavivirus VLPs. • Flavivirus VLPs consistently achieved yields exceeding 1 μg/ml. • 37/28 °C cultivation did not alter the structure of flavivirus VLPs.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    我们设计了HEK293T细胞,其转基因编码四环素诱导的金黄色葡萄球菌核酸酶的表达,并掺入了易位信号。我们调整了未修饰的和核酸酶工程化的细胞系,使其在无血清培养基中悬浮生长,产生HEK293TS和NuPro-2S细胞系,分别。瞬时转染从NuPro-2S细胞产生每毫升1.19×106个慢病毒转导单位(TU/mL),从HEK293TS细胞产生1.45×106TU/mL。DNA梯消失揭示了NuPro-2S细胞以四环素诱导的方式产生的中等驻留核酸酶活性。由NuPro-2S和HEK293TS细胞产生的慢病毒材料中的DNA杂质水平通过SYBRSafe琼脂糖凝胶染色检测不到。通过PicoGreen试剂直接测量显示DNA在来自HEK293TS细胞的慢病毒材料中以636ng/mL存在,来自NuPro-2S细胞的慢病毒材料中的杂质水平降低了89%至70ng/mL。这种减少与通过用50单位/mL的Benzonase处理HEK293TS衍生的慢病毒材料所实现的23ng/mL相当。
    We engineered HEK293T cells with a transgene encoding tetracycline-inducible expression of a Staphylococcus aureus nuclease incorporating a translocation signal. We adapted the unmodified and nuclease-engineered cell lines to grow in suspension in serum-free media, generating the HEK293TS and NuPro-2S cell lines, respectively. Transient transfection yielded 1.19 × 106 lentiviral transducing units per milliliter (TU/mL) from NuPro-2S cells and 1.45 × 106 TU/mL from HEK293TS cells. DNA ladder disappearance revealed medium-resident nuclease activity arising from NuPro-2S cells in a tetracycline-inducible manner. DNA impurity levels in lentiviral material arising from NuPro-2S and HEK293TS cells were undetectable by SYBR Safe agarose gel staining. Direct measurement by PicoGreen reagent revealed DNA to be present at 636 ng/mL in lentiviral material from HEK293TS cells, an impurity level reduced by 89% to 70 ng/mL in lentiviral material from NuPro-2S cells. This reduction was comparable to the 23 ng/mL achieved by treating HEK293TS-derived lentiviral material with 50 units/mL Benzonase.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    简介:无机多磷酸盐(polyP)是一种古老的聚合物,在整个进化过程中都非常保守。并在每个被研究的有机体中发现。PolyP由通过高能键连接在一起的正磷酸盐组成,类似于在ATP中发现的那些。polyP在原核生物和简单真核生物中的代谢和功能是众所周知的。然而,对它在哺乳动物细胞中的生理作用知之甚少,主要是由于其未知的代谢以及缺乏用于研究这些生物中polyP的系统方法和有效模型。方法:这里,我们提出了一套全面的转基因细胞模型来研究哺乳动物polyP。具体来说,我们的研究重点是线粒体polyP,正如以前的研究表明哺乳动物polyP在细胞器中的有效调节作用,包括生物能学,通过尚未完全理解的机制。结果:使用SH-SY5Y细胞,我们的结果表明,线粒体polyP的酶耗竭会影响线粒体生理维持基因的表达,以及细胞器的结构。此外,这种耗竭对线粒体呼吸有有害影响,这种影响取决于polyP的长度。我们的结果还表明,哺乳动物polyP在其他亚细胞位置的消耗会引起基因表达和生物能量学的显着变化;以及当线粒体中polyP的数量和/或长度增加时,SH-SY5Y细胞无法存活。讨论:我们的发现扩展了polyP在哺乳动物线粒体生理学中的关键作用,并将我们的细胞系作为有效的模型来增加我们对哺乳动物polyP和线粒体生理学的了解。
    Introduction: Inorganic polyphosphate (polyP) is an ancient polymer which is extremely well-conserved throughout evolution, and found in every studied organism. PolyP is composed of orthophosphates linked together by high-energy bonds, similar to those found in ATP. The metabolism and the functions of polyP in prokaryotes and simple eukaryotes are well understood. However, little is known about its physiological roles in mammalian cells, mostly due to its unknown metabolism and lack of systematic methods and effective models for the study of polyP in these organisms. Methods: Here, we present a comprehensive set of genetically modified cellular models to study mammalian polyP. Specifically, we focus our studies on mitochondrial polyP, as previous studies have shown the potent regulatory role of mammalian polyP in the organelle, including bioenergetics, via mechanisms that are not yet fully understood. Results: Using SH-SY5Y cells, our results show that the enzymatic depletion of mitochondrial polyP affects the expression of genes involved in the maintenance of mitochondrial physiology, as well as the structure of the organelle. Furthermore, this depletion has deleterious effects on mitochondrial respiration, an effect that is dependent on the length of polyP. Our results also show that the depletion of mammalian polyP in other subcellular locations induces significant changes in gene expression and bioenergetics; as well as that SH-SY5Y cells are not viable when the amount and/or the length of polyP are increased in mitochondria. Discussion: Our findings expand on the crucial role of polyP in mammalian mitochondrial physiology and place our cell lines as a valid model to increase our knowledge of both mammalian polyP and mitochondrial physiology.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    重组蛋白在哺乳动物细胞中的过表达被广泛用于生产生物制品,因为蛋白质成熟和翻译后修饰与人类细胞相似。一些治疗方法,如mRNA疫苗,可能含有低效分泌机制的目标非天然细胞。例如,α-1抗胰蛋白酶(AAT)的基因替代疗法,一种通常在肝细胞中产生的糖蛋白,由于易于递送,通常靶向肌肉细胞。在这一章中,我们定义了在代表性细胞类型中表达AAT的方法,如Huh-7;肝细胞;中国仓鼠卵巢细胞(CHO),产生生物制剂的常见宿主;和C2C12,一种肌肉祖细胞系。描述了代谢标记AAT以监测这些细胞系中的分泌的方法,以及使用蛋白抑制激活剂以增加C2C12成肌细胞和分化肌管中分泌的AAT的量。还呈现了评估过表达的AAT的活性和聚糖组成的测定。蛋白抑制激活剂SAHA的使用提供了肌肉样细胞中活性AAT表达的40%改善,并且可以是用于通过mRNA疫苗递送的蛋白质的重组生产的有利佐剂。
    Overexpression of recombinant protein in mammalian cells is widely used for producing biologics, as protein maturation and post-translational modifications are similar to human cells. Some therapeutics, such as mRNA vaccines, target nonnative cells that may contain inefficient secretory machinery. For example, gene replacement therapies for alpha-1 antitrypsin (AAT), a glycoprotein normally produced in hepatocytes, are often targeted to muscle cells due to ease of delivery. In this chapter, we define methods for expressing AAT in representative cell types such as Huh-7; hepatocytes; Chinese hamster ovarian cells (CHO), a common host to produce biologics; and C2C12, a muscle progenitor cell line. Methods for metabolically labeling AAT to monitor secretion in these cell lines are described along with the use of proteostasis activators to increase the amount of AAT secreted in both C2C12 myoblasts and differentiated myotubes. Assays to assess the activity and glycan composition of overexpressed AAT are also presented. The usage of the proteostasis activator SAHA provided a 40% improvement in expression of active AAT in muscle-like cells and may be an advantageous adjuvant for recombinant production of proteins delivered by mRNA vaccines.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:Strigolactone是植物产生的信号分子,主要功能是植物发育和植物生长的体内控制。GR24strigolactone是合成strigolactone之一,由于其普遍性和易用性,它是一种标准和模型化合物,用于研究stragolactone在人类健康中的特性和作用。目的:在这项研究工作中,主要是GR24strgololactone对人体的影响以及这种str型内酯在人体内发生的许多过程中的作用。研究设计:本文是对2010-2023年研究中使用GR24strigolactone的出版物的回顾。使用PubMed搜索出版物,Elsevier,前沿,和Springer数据库.还使用了GoogleScholar搜索引擎。对于评论,选择了与本主题相关的原始研究论文和评论。结果:提出了GR24和其他strigolactone类似物在抗癌治疗中的有希望的特性。肿瘤发展与血管生成增加有关。Strigolactone已被证明可以抑制血管生成,这可能增强这些γ-内酯的抗癌作用。此外,它已被证明,strigolactone具有抗炎和抗氧化特性。也有一些报道表明,砂金内酯类似物可能具有针对人类病原体的抗菌和抗病毒活性。结论:当考虑到所有这些时,stragolactones是分子的多才多艺的作用是他们不可否认的优势。对这些植物激素的研究的发展使得有可能发现它们的新的,与许多哺乳动物细胞有关的独特性质和令人惊讶的生物活性。
    Background: Strigolactones are signaling molecules produced by plants, the main functions are the intracorporeal control of plant development and plant growth. GR24 strigolactone is one of the synthetic strigolactones and due to its universality and easy availability, it is a standard and model compound for research on the properties and role of strigolactones in human health. Purpose: In this research work, the impact of mainly GR24 strigolactone on the human body and the role of this strigol-type lactone in many processes that take place within the human body are reviewed. Study design: The article is a review of publications on the use of GR24 strigolactone in studies from 2010-2023. Publications were searched using PubMed, Elsevier, Frontiers, and Springer databases. The Google Scholar search engine was also used. For the review original research papers and reviews related to the presented topic were selected. Results: The promising properties of GR24 and other strigolactone analogs in anti-cancer therapy are presented. Tumor development is associated with increased angiogenesis. Strigolactones have been shown to inhibit angiogenesis, which may enhance the anticancer effect of these γ-lactones. Furthermore, it has been shown that strigolactones have anti-inflammatory and antioxidant properties. There are also a few reports which show that the strigolactone analog may have antimicrobial and antiviral activity against human pathogens. Conclusion: When all of this is considered, strigolactones are molecules whose versatile action is their undeniable advantage. The development of research on these phytohormones makes it possible to discover their new, unique properties and surprising biological activities in relation to many mammalian cells.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    质膜脂质不对称性的丧失有助于许多细胞功能和反应,包括细胞凋亡,血液凝固,和细胞融合。在这个协议中,我们描述了使用荧光标记的膜联蛋白V通过荧光显微镜检测粘附活细胞质膜中脂质不对称的损失。该方法提供了一个简单的,敏感,和可重复的方法来检测脂质不对称的变化,但受到低样品通量的限制。该方案还可以适用于其他荧光标记的脂质结合蛋白或肽探针。为了验证此类探针的脂质结合特性,我们还在这里描述了巨大的单层囊泡的制备和使用,作为简单的模型膜系统,其大小与细胞相当。通过共聚焦显微镜监测质膜中脂质不对称性的丧失。方案可以应用于培养中粘附的任何类型的细胞,包括原代细胞。测定可以适用于其他荧光标记的脂质结合蛋白或肽探针。巨大的单层囊泡用作验证此类探针的脂质结合特性的工具。图形概述通过共聚焦显微镜成像荧光膜联蛋白V与粘附哺乳动物细胞和巨囊泡的结合。膜联蛋白V标记是检测细胞中质膜脂质不对称性丢失的有用方法(上图,红色);DAPI可用于识别细胞核(顶部图像,蓝色)。巨囊泡被用作验证膜联蛋白V与阴离子脂质的脂质结合特性的工具(下图,红色)。
    Loss of plasma membrane lipid asymmetry contributes to many cellular functions and responses, including apoptosis, blood coagulation, and cell fusion. In this protocol, we describe the use of fluorescently labeled annexin V to detect loss of lipid asymmetry in the plasma membrane of adherent living cells by fluorescence microscopy. The approach provides a simple, sensitive, and reproducible method to detect changes in lipid asymmetry but is limited by low sample throughput. The protocol can also be adapted to other fluorescently labeled lipid-binding proteins or peptide probes. To validate the lipid binding properties of such probes, we additionally describe here the preparation and use of giant unilamellar vesicles as simple model membrane systems that have a size comparable to cells. Key features Monitoring loss of lipid asymmetry in the plasma membrane via confocal microscopy. Protocol can be applied to any type of cell that is adherent in culture, including primary cells. Assay can be adapted to other fluorescently labeled lipid-binding proteins or peptide probes. Giant unilamellar vesicles serve as a tool to validate the lipid binding properties of such probes. Graphical overview Imaging the binding of fluorescent annexin V to adherent mammalian cells and giant vesicles by confocal microscopy. Annexin V labeling is a useful method for detecting a loss of plasma membrane lipid asymmetry in cells (top image, red); DAPI can be used to identify nuclei (top image, blue). Giant vesicles are used as a tool to validate the lipid binding properties of annexin V to anionic lipids (lower image, red).
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    真核细胞使用一系列膜转运蛋白来控制脂质穿过其质膜的运动。已经开发了几种工具和技术来分析这些转运蛋白在哺乳动物细胞质膜中的活性。其中,基于荧光显微镜结合荧光脂质探针的测定特别合适,允许活细胞中脂质内化的可视化。这里,我们为哺乳动物细胞培养提供了一步一步的方案,脂质探针制备,细胞标记,和共聚焦成像,基于在短链脂肪酸上携带荧光团的脂质探针,通过质膜上的脂质翻转酶监测脂质内化。该协议允许研究广泛的哺乳动物细胞系,测试基因敲除对质膜脂质内化和细胞分化过程中脂质摄取变化的影响。关键特征基于共聚焦显微镜的质膜脂质翻转酶对脂质内化的可视化和定量。对培养物中的活的贴壁哺乳动物细胞进行测定。该方案可以容易地修改到各种各样的哺乳动物细胞系。
    Eukaryotic cells use a series of membrane transporters to control the movement of lipids across their plasma membrane. Several tools and techniques have been developed to analyze the activity of these transporters in the plasma membrane of mammalian cells. Among them, assays based on fluorescence microscopy in combination with fluorescent lipid probes are particularly suitable, allowing visualization of lipid internalization in living cells. Here, we provide a step-by-step protocol for mammalian cell culture, lipid probe preparation, cell labeling, and confocal imaging to monitor lipid internalization by lipid flippases at the plasma membrane based on lipid probes carrying a fluorophore at a short-chain fatty acid. The protocol allows studying a wide range of mammalian cell lines, to test the impact of gene knockouts on lipid internalization at the plasma membrane and changes in lipid uptake during cell differentiation. Key features Visualization and quantification of lipid internalization by lipid flippases at the plasma membrane based on confocal microscopy. Assay is performed on living adherent mammalian cells in culture. The protocol can be easily modified to a wide variety of mammalian cell lines.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    光谱峰参数是重要的,因为它们提供关于所研究的分析物的信息。除了获得这些参数,峰拟合还可解析重叠峰。因此,获得的参数应允许构建原始光谱的更高分辨率版本。然而,由于计算原因,并且因为分析物的真实性质通常是未知的,所以峰拟合不是容易的任务。当需要快速处理大型高光谱数据集时,这些困难是主要障碍,如制造过程控制。我们已经开发了一种新颖且相对快速的两部分算法来对此类数据集执行峰值拟合和分辨率增强。在算法的第一部分,从数据集中的代表性光谱获得了频带总数及其参数的估计,使用技术的组合。从这些参数估计开始,然后,所有的光谱都迭代地快速拟合高斯带,利用向量运算的高斯分布的内在特征。保留每个光谱的最佳拟合。通过减少获得的带宽并相应地增加其幅度,构建了高分辨率光谱,极大地改善了基于相关性的分析。我们测试了该算法在合成光谱上的性能,以确认该方法可以恢复高度重叠峰之间的地面实况相关性。为了评估有效的峰值分辨率,该方法应用于葡萄糖的低分辨率光谱,并与高分辨率光谱的结果进行比较。然后我们处理了来自哺乳动物细胞的更大的光谱数据集,用甲醇或空气干燥固定,演示了该算法在复杂光谱上的分辨率增强以及分辨率增强光谱对二维相关光谱和主成分分析的影响。结果表明,该算法将允许用户相对较快地获得高分辨率光谱,并允许恢复数据固有相关结构的重要方面。
    Spectroscopic peak parameters are important since they provide information about the analyte under study. Besides obtaining these parameters, peak fitting also resolves overlapped peaks. Thus, the obtained parameters should permit the construction of a higher-resolution version of the original spectrum. However, peak fitting is not an easy task due to computational reasons and because the true nature of the analyte is often unknown. These difficulties are major impediments when large hyperspectral data sets need to be processed rapidly, such as for manufacturing process control. We have developed a novel and relatively fast two-part algorithm to perform peak fitting and resolution enhancement on such data sets. In the first part of the algorithm, estimates of the total number of bands and their parameters were obtained from a representative spectrum in the data set, using a combination of techniques. Starting with these parameter estimates, all the spectra were then iteratively and rapidly fitted with Gaussian bands, exploiting intrinsic features of the Gaussian distribution with vector operations. The best fits for each spectrum were retained. By reducing the obtained bandwidths and commensurately increasing their amplitudes, high-resolution spectra were constructed that greatly improved correlation-based analyses. We tested the performance of the algorithm on synthetic spectra to confirm that this method could recover the ground truth correlations between highly overlapped peaks. To assess effective peak resolution, the method was applied to low-resolution spectra of glucose and compared to results from high-resolution spectra. We then processed a larger spectral data set from mammalian cells, fixed with methanol or air drying, to demonstrate the resolution enhancement of the algorithm on complex spectra and the effects of resolution-enhanced spectra on two-dimensional correlation spectroscopy and principal component analyses. The results indicated that the algorithm would allow users to obtain high-resolution spectra relatively fast and permit the recovery of important aspects of the data\'s intrinsic correlation structure.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号