Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Mass Spectrometry: Overview01:19

Mass Spectrometry: Overview

5.3K
Mass spectrometry is an analytical technique used to determine the molecular mass and molecular formula of a compound. The basic principle of mass spectrometry is to generate ions from the analyte molecule and measure these ion abundances against their molecular mass.  One common type of ionization, known as electrospray ionization or EI, bombards the analyte molecules in the gas phase with high-energy electron beams. The electron beams displace an electron from the molecule and leave...
5.3K
Mass Spectrometry: Complex Analysis01:21

Mass Spectrometry: Complex Analysis

818
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...
818
Mass Spectrometers01:16

Mass Spectrometers

5.6K
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:
5.6K
Mass Spectrometry: Molecular Fragmentation Overview01:20

Mass Spectrometry: Molecular Fragmentation Overview

3.2K
The ionization of a molecule into a molecular ion inside the mass spectrometer causes instability in the molecule's structure due to the loss of an electron. This eventually leads to the fragmentation or breaking of some bonds in the molecule. The fragmentation occurs predominantly at specific bonds to yield relatively stable fragments.
One type of fragmentation pattern is the cleavage of a single bond in the molecular ion. The cleavage leads to a radical and a cation. The cleavage can...
3.2K
Mass Spectrum: Interpretation01:24

Mass Spectrum: Interpretation

1.3K
An unknown compound can be established by identifying the molecular ion peak in the mass spectrum. The molecular ion peak is often weak or absent due to the predominance of fragmentation in high-energy electron beams. In such cases, a low-energy electron beam can be used to scan the spectrum to enhance the intensity of the molecular ion peak. Additionally, chemical ionization, field ionization, and desorption ionization spectra are used to obtain a relatively intense molecular ion peak.
To...
1.3K
High-Resolution Mass Spectrometry (HRMS)01:15

High-Resolution Mass Spectrometry (HRMS)

1.4K
The resolution of a mass spectrometer depends on the efficiency of separating ions with different ion masses. The mass of an atom is approximated to the sum of the masses of protons and neutrons inside, considering the masses of protons and neutrons as equal. However, the masses of the proton (1.6726 × 10−24 g) and neutron (1.6749 × 10−24 g) are not truly equal. There is a minor error in the expression of atomic masses relative to the simplest atom of hydrogen. For...
1.4K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Material removal mechanism elucidated by a novel cross-scale model using a unified physical framework linking macroscopic stress distribution and microscopic motion states of abrasives for polishing.

Nanoscale·2026
Same author

Zhuyeqing Liquor Extract Ameliorates Oxidative Stress and Neuroinflammation in D-Galactose-Induced Aging Mice Model.

Foods (Basel, Switzerland)·2026
Same author

A Unified Deep-Learning Framework for Smart Gas Sensing.

ACS sensors·2026
Same author

From Empirical Ratio Tuning to Mechanistic Insight: Decoding NiO-ZnO Heterojunction Effects in Gas Sensing via Explainable Machine Learning.

ACS sensors·2026
Same author

Platelets Orchestrate a Neuroimmune Axis Driving Cutaneous Inflammation and Itch.

Research (Washington, D.C.)·2026
Same author

A Correlational Analysis between the Rate of Force Development among the Arm Stroke, the Leg Kick, the Full Stroke and Short Distance Front Crawl Speed in Highly Trained Swimmers.

Journal of human kinetics·2026
Same journal

ScrambleBench: a workflow for comparative assessment of structure-based de novo generative models.

Journal of cheminformatics·2026
Same journal

Smiles-based bioactivity prediction through molecular encoder selection and data augmentation.

Journal of cheminformatics·2026
Same journal

MINERVA: a public XAI-powered platform advancing multi-target discovery in Alzheimer's disease.

Journal of cheminformatics·2026
Same journal

Multimodal feature fusion for molecular property classification.

Journal of cheminformatics·2026
Same journal

P2MAT: A machine learning (ML) driven software for Property Prediction of MATerial.

Journal of cheminformatics·2026
Same journal

Computational design of low-volatility lubricants for space using interpretable machine learning.

Journal of cheminformatics·2026
查看所有相关文章

相关实验视频

Updated: Jul 15, 2025

Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames
07:38

Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames

Published on: April 11, 2019

12.8K

质量套件:一个新的开源python包,用于高分辨率质谱数据分析.

Ximin Hu1,2, Derek Mar3, Nozomi Suzuki3

  • 1Center for Urban Waters, University of Washington Tacoma, Tacoma, WA, 98421, USA.

Journal of cheminformatics
|September 23, 2023
PubMed
概括
此摘要是机器生成的。

质量套件 (Mass-Suite,简称MSS) 是一种新的开源软件,用于环境应用中分析高分辨率质谱数据. 它使用机器学习进行准确的水质评估和环境取证.

关键词:
质谱测量质量谱测量不针对性的分析.在这里,Python是Python.来源分配的分配方式源追踪 源追踪 源追踪无监督的机器学习

更多相关视频

A Mass Spectrometry-Based Proteomics Approach for Global and High-Confidence Protein R-Methylation Analysis
09:40

A Mass Spectrometry-Based Proteomics Approach for Global and High-Confidence Protein R-Methylation Analysis

Published on: April 28, 2022

2.4K
Leaf Spray Mass Spectrometry: A Rapid Ambient Ionization Technique to Directly Assess Metabolites from Plant Tissues
06:43

Leaf Spray Mass Spectrometry: A Rapid Ambient Ionization Technique to Directly Assess Metabolites from Plant Tissues

Published on: June 21, 2018

8.7K

相关实验视频

Last Updated: Jul 15, 2025

Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames
07:38

Mass Spectrometry-Based Proteomics Analyses Using the OpenProt Database to Unveil Novel Proteins Translated from Non-Canonical Open Reading Frames

Published on: April 11, 2019

12.8K
A Mass Spectrometry-Based Proteomics Approach for Global and High-Confidence Protein R-Methylation Analysis
09:40

A Mass Spectrometry-Based Proteomics Approach for Global and High-Confidence Protein R-Methylation Analysis

Published on: April 28, 2022

2.4K
Leaf Spray Mass Spectrometry: A Rapid Ambient Ionization Technique to Directly Assess Metabolites from Plant Tissues
06:43

Leaf Spray Mass Spectrometry: A Rapid Ambient Ionization Technique to Directly Assess Metabolites from Plant Tissues

Published on: June 21, 2018

8.7K

科学领域:

  • 环境科学 环境科学
  • 分析化学 分析化学
  • 计算科学 计算科学

背景情况:

  • 高分辨率质谱 (HRMS) 为环境监测生成复杂的数据.
  • 现有的开源工具在HRMS的高级数据分析方面存在局限性.
  • 精确的水质评估和环境法医需要强大的分析软件.

研究的目的:

  • 引入Mass-Suite (MSS),这是一个开源的Python包,用于HRMS非目标分析 (NTA).
  • 为环境应用提供先进的数据挖掘和预测建模能力.
  • 提高HRMS数据处理和分析的准确性和效率.

主要方法:

  • 开发一个基于Python的软件包 (MSS).
  • 实现用于特征提取,聚类和预测建模的机器学习算法.
  • 使用混合化学标准验证MSS可靠性,并与现有软件进行比较.

主要成果:

  • MSS实现了99.5%的特征提取精度.
  • 与其他开源工具相比,提取的功能显示 ~52%的重叠.
  • 提供了示例用户案例,说明了用于实验室数据评估的MSS功能.

结论:

  • MSS提供了扩展的HRMS数据分析工作流程,用于水质和环境取证.
  • 该软件易于与现有功能集成,并促进协作开发.
  • 通过机器学习集成,MSS提高了准确性和效率.