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MZmine 2-代谢组学数据处理软件教程

2022-01-14 23:00 作者:菜鸟博士_杂货铺  | 我要投稿

MZmine 2-代谢组学数据处理软件教程

Mzmine 2-metabonomics data processing software tutorial

软件下载地址: Software download https://link.zhihu.com/?target=https%3A//github.com/mzmine/mzmine2/releases

  • 该软件支持多种电脑系统,下载解压即可。 The software supports a variety of computer systems, download decompression can


  • 软件运行:在安装包内找到下图标记的程序,双击即可运行。 Software run: in the installation package to find the following icon marked the program, double-click can run



  • 软件界面如下: The software interface is as follows:




软件操作步骤:

Software steps:

一、 Raw data import

原始数据导入

  • 软件支持多种格式的数据,包括通用数据mzML,mzXML,mzData,NetCDF;以及原始数据Thermo RAW,Waters RAW, Agilent CSV。 The software supports data in a variety of formats, including General Data MZML, mzXML, mzData, NetCDF; and RAW data Thermo RAW, Raw Waters, Agilent CSV

  • 导入流程:Raw data method→Raw data import→选择数据(这里以Thermo RAW为例)→点击“打开”开始导入。软件下方Task in progress框中会有进度条显示。 Import Process: RAW data method → RAW data import → select data (Thermo RAW in this case)→ click open to import. The progress bar is displayed in the Task in progress box at the bottom of the software




  • 导入成功后,会显示在Raw data files界面 After successful import, it will be displayed in the Raw data files interface




  • 点击文件前的+号,可以看到每个文件包含的谱图信息。包含谱图级别(MS1和MS2)、采集时间、数据形式(p轮廓图或者c棒状图)以及采集模式(+正离子模式和-负离子模式)。 Click on the + sign in front of the file, you can see the spectrum information contained in each file. It includes spectral levels (MS1 and MS2) , acquisition time, data form (P profile or C bar) , and acquisition mode (+ + + And-minus)



二、Mass detection

质量检测

  • 操作流程:Raw data methods→Feature detection→Mass detection Something something something something: 原始数据方法→特征提取分析→质量检测




  • 弹出菜单如下: The pop up menu is as follows:



  • 点击①→All raw data files Something 1→所有原始数据文件

  • 点击②→有五种方法可供选择,其中Centroid适用于棒状图,其余四种适用于轮廓图。实验中采集的谱图为c棒状图,所以在这一步选择Centroid。 Click 2→ there are five options, Centroid for the bar chart and the other four for the outline chart. The spectrum collected in the experiment is a C-bar graph, so Centroid is chosen in this step

  • 点击③设置相应参数 Click 3 to set the parameters

  • 点击“set filters”设置保留时间,MS等信息(由MS1更换为MS2时,要调整参数,特别是Noise level,因为MS2通常会比MS1低)。 Click on “Set filters”to set the retention time, MS, etc. . (when changing from MS1 to MS2, adjust the parameters, especially the Noise level, since MS2 is usually lower than MS1.)

  • Mass list name:可以编辑列表名称 Mass list name: You Can Edit the list name

  • 点击OK开始运行 Click OK to start


  • 完成后,文件名上会有一个绿色的对号✔ When complete, the filename will have a green diagonal something



三、Chromatogram building

建立色谱图

  • 操作流程:Raw data methods→Feature detection→ADAP Chromatogram builder Something something something something: 原始数据方法→特征提取分析→ ADAP 色谱构建器



  • 弹出菜单如下: The pop up menu is as follows:



  • 点击①→选择 All raw data files Click 1→ select All raw data files

  • 点击②→选择列表名称(masses) Click 2→ Select list names (masses)

  • 接下来有四个参数: Here are four parameters:

  • Min group size in # of scans:在色谱图中至少要有此数量的连续扫描点高于用户设定的Group intensity threshold Min Group size in # of Sharks: at least this number of consecutive scan points in the chromatogram is higher than the user-defined Group intensity threshold

  • Group intensity threshold:强度阈值 Group intensity threshold

  • Min highest intensity:在色谱图中至少要有一个点的强度大于或等于此值 Min highest intensity: there must be at least one point in the chromatogram whose intensity is greater or equal to this value

  • m/z tolerance:在连续扫描中质荷比的最大偏差,用于构建色谱图 M/z tolerance: the maximum deviation of the mass-to-charge ratio in a continuous scan, used to construct a chromatogram

  • 在suffix可以设置文件名后缀 You can set the filename suffix in suffix

  • 点击OK开始运行 Click OK to start


  • 运行结束后,会在Feature list框中出现后缀为chromatogram的结果 At the end of the run, the result will appear in the Feature list box with the suffix chromatogram



三、Decovolution

Something、卷积

操作流程:Feature list method→Feature detection→Chromatogram deconvolution

Something something something something: 特征列表法→特征提取→色谱反褶积



  • 弹出菜单如下: The pop up menu is as follows:



  • 点击①→All feature lists Something 1→所有特征列表

  • 点击②→选择算法(本实验选择Wavelets ADAP) Click 2→ select the algorithm (this experiment selects Wavelets ADAP)

注:如对界面中的参数有疑问,可以点击Help,里边对每一个选项都有专业解释。

Note: If you have any questions about the parameters in the interface, please click Help. There is a professional explanation for each option.

四、Isotopic peak grouper

同位素峰石斑鱼

  • 操作流程:在Feature lists框中选中chromatograms后缀的文件→Feature list methods→Isotopes→Isotopic peaks grouper Action Flow: select the file → list methods → ISOTOPS → topic peaks grouper from the chromatograms suffix in the Feature lists box




  • 弹出对话框中填写参数,点击OK运行。 Pop-up dialog box to fill in the parameters, click OK to run




五、Alignment

Something、调整

  • 操作流程:在Feature lists框中选中去同位素后的文件→Feature list→Alignment→Join aligner Flow: in the Feature lists box, select the file after the isotope → Feature list → Alignment → Join Aligner



  • 在弹出对话框中填写参数,点击OK运行。 In the pop-up dialog box to fill in the parameters, click OK to run



  • 在Feature lists中获得列表 Get the list in Feature lists



六、数据导出

Data Export

  • 操作流程:选择Aligned feature list→Feature list method→Export/Import→Export to CSV file(可以选择需要的格式进行导出) Action Flow: select Aligned Feature list → Feature list method → Export/Import → Export to CSV file (Export in the desired format)



  • 弹出菜单中选择需要导出列表中包含的内容,点击OK导出。 From the pop-up menu, select what you want to include in the export list and click OK to export



  • 目标文件如下,可以将此文件导入到SIMCA等软件进行多元统计分析。 The object file is as follows, you can import this file into Simca and other software for multivariate statistical analysis



以上是MZmine的简单操作流程,希望对大家处理数据有帮助。

The above is a simple operation of MZmine, I hope to help you deal with the data.

软件还有很多其他的功能,大家可以探索使用。

There are many other features that you can explore.


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