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相关概念视频

Tandem Mass Spectrometry01:21

Tandem Mass Spectrometry

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Tandem mass spectrometry is a technique that uses multiple mass analyzers in series to obtain a higher selectivity and signal-to-noise ratio for the analyte. Instruments with multiple analyzers separated by an interaction cell enable secondary fragmentation and selected study of the fragment ions.
Secondary fragmentations occur in the interaction cell and can be induced by various factors. Fragmentation induced by collision with inert gases, such as N2, Ar, He, etc., is called collision-induced...
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Peptide Identification Using Tandem Mass Spectrometry01:33

Peptide Identification Using Tandem Mass Spectrometry

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Tandem mass spectrometry, also known as MS/MS or MS2, is an analytical technique that employs two mass analyzers. Essentially it is a series of mass spectrometers that helps isolate a particular biomolecule and then helps study its chemical properties.
This technique helps gather information regarding the protein from which the peptide was obtained and to study the peptides’ amino acid sequence. Identifying peptides from a complex mixture is an important component of the growing field of...
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Inductively Coupled Plasma-Mass Spectrometry (ICP-MS): Interferences01:20

Inductively Coupled Plasma-Mass Spectrometry (ICP-MS): Interferences

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Inductively coupled plasma–mass spectrometry (ICP–MS) is a highly selective and sensitive technique for accurate elemental analysis. Though the analysis of ICP–MS mass spectra is comparatively straightforward, it is affected by spectroscopic and non-spectroscopic interferences. Spectroscopic interferences arise when the plasma contains ionic species with an m/z value the same as the analyte ion. Spectroscopic interference can be categorized as isobaric, polyatomic ions, and...
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Mass Spectrometry: Complex Analysis01:21

Mass Spectrometry: Complex Analysis

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Mass spectrometry is an important technique for the identification of pure compounds. However, it has some limitations for the analysis of complex mixtures, often due to excessive fragmentation making the spectrum too complicated to decipher. Mass spectrometry can be combined with suitable separation methods in sequence, forming hyphenated methods, which are useful in the analysis of complex mixtures.
GC–MS is a powerful hyphenated method commonly used in forensics and environmental...
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Electrospray Ionization (ESI) Mass Spectrometry01:12

Electrospray Ionization (ESI) Mass Spectrometry

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Higher molecular weight biomolecules are nonvolatile compounds that may decompose before ionizing or vaporizing during mass analysis with conventional electron impact ionization methods. Accordingly, electrospray ionization (ESI) is the favored method for vaporizing and ionizing biomolecules as it circumvents rapid fragmentation and enables the recording of mass signals for the entire biomolecule.
ESI utilizes electrical energy to transfer ions from the liquid phase of the sample into the...
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Mass Spectrometers01:16

Mass Spectrometers

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This lesson details the instrumentation of a mass spectrometer—a physical instrument to perform mass spectrometry on analyte molecules and record the characteristic mass spectra. This is achieved via three chief functions:
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Author Spotlight: Advancing Alzheimer's Research &#8211; Exploring Early Detection and Multi-Omics Approaches
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通过基于窗口的对抗性自动编码方法对成像质谱数据进行插入.

Lili Xu1, Qing Zhai1, Ariful Islam1,2

  • 1Department of Cellular and Molecular Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan.

Journal of the American Society for Mass Spectrometry
|December 17, 2024
PubMed
概括

这项研究引入了一种基于窗口的新型对抗性自编码器 (AAE) 方法,用于重建高分辨率成像质谱 (IMS) 数据. 这种新方法通过提高图像质量和减少数据处理时间,显著改善了空间空间学研究.

关键词:
动物组织动物组织.生成型的人工智能图像质谱仪 (IMS) 是一种图像质谱仪.插值 插值 插值 插值 插值 插值

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Whole-body Mass Spectrometry Imaging by Infrared Matrix-assisted Laser Desorption Electrospray Ionization IR-MALDESI
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Whole-body Mass Spectrometry Imaging by Infrared Matrix-assisted Laser Desorption Electrospray Ionization IR-MALDESI
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科学领域:

  • 空间奥米克斯 空间奥米克斯
  • 分子成像学分子成像学
  • 生物医学研究的研究.

背景情况:

  • 图像质谱 (IMS) 对空间空间学至关重要,但大型数据集带来了时间和仪器的挑战.
  • 高分辨率的分子分布数据对于理解生物系统至关重要.

研究的目的:

  • 开发一种高分辨率的IMS数据重建方法.
  • 提高空间奥米克数据分析的效率和质量.

主要方法:

  • 开发了一个基于窗口的对抗自动编码器 (AAE) 模型用于IMS数据重建.
  • 从小脑和小鼠脏组织中获取和下方样本的IMS数据.
  • 训练了AAE模型,从低分辨率输入生成高分辨率图像.

主要成果:

  • 基于窗口的AAE方法在图像评估指标中表现优于双线和双立方插值.
  • 该模型成功地重建了老鼠小脑和脏组织的高分辨率IMS数据.
  • 在验证数据集上取得了卓越的性能,证明了强大的重建能力.

结论:

  • 开发的基于窗口的AAE方法为高分辨率的IMS数据重建提供了优越的方法.
  • 这种技术对于从广泛的生物样本 (如动物器官) 中分析大规模IMS数据是有价值的.
  • 该方法增强了IMS在空间空间学研究和生物医学应用中的实用性.