All functions

GetIntegration()

GetIntegration was mainly used for get the integration of certain ion's chromatogram data and plot the data

Getisotopologues()

Get the selected isotopologues at certain MS data

Integration()

Just integrate data according to fixed rt and fixed noise area

Mode()

define the Mode function

TBBPA

Demo data for TBBPA metabolism in Pumpkin

batch()

Get the MIR and related information from the files

cbmd()

Combine two data with similar retention time while different mass range

dotpanno()

Perform MS/MS dot product annotation for mgf file

findline()

find line of the regression model for GC-MS

findlipid()

Find lipid class of metabolites base on referenced Kendrick mass defect

findmet()

Screen metabolites by Mass Defect

findohc()

Screen organohalogen compounds by retention time, mass defect analysis and isotope relationship modified by literature report. Also support compounds with [M] and [M+2] ratio cutoff.

findpfc()

Find PFCs based on mass defect analysis

getMSP()

read in MSP file as list for ms/ms or ms(EI) annotation

getQCraw()

get the data of QC compound for a group of data

getalign()

Align two peaks vectors by mass to charge ratio and/or retention time

getalign2()

Align mass to charge ratio and/or retention time to remove redundancy

getarea()

Get the peak information from samples for SCCPs detection

getareastd()

Get the peak information from SCCPs standards

getbgremove()

Get the peak list with blank samples' peaks removed

getbiotechrep()

Get the report for biological replicates.

getcompare()

Align multiple peaks list to one peak list

getcsv()

Convert an list object to csv file.

getdata()

Get xcmsset object in one step with optimized methods.

getdata2()

Get XCMSnExp object in one step from structured folder path for xcms 3.

getdoe()

Generate the group level rsd and average intensity based on DoE,

getdwtus()

Density weighted intensity for one sample

getfeaturesanova()

Get the features from anova, with p value, q value, rsd and power restriction

getfeaturest()

Get the features from t test, with p value, q value, rsd and power restriction

getfilter()

Filter the data based on row and column index

getformula()

Get chemical formula for mass to charge ratio.

getgrouprep()

Get the report for samples with biological and technique replicates in different groups

getimputation()

Impute the peaks list data

getmass()

Get the exact mass of the isotopologues from a chemical formula or reaction's isotope patterns with the highest abundances

getmassdefect()

Get mass defect with certain scaled factor

getmd()

Import data and return the annotated matrix for GC/LC-MS by m/z range and retention time

getmdh()

Get the high order unit based Mass Defect

getmdr()

Get the raw Mass Defect

getmr()

Get the mzrt profile and group information for batch correction and plot as a list directly from path with default setting

getms1anno()

Annotation of MS1 data by compounds database by predefined paired mass distance

getmzrt()

Get the mzrt profile and group information as a mzrt list and/or save them as csv or rds for further analysis.

getmzrt2()

Get the mzrt profile and group information for batch correction and plot as a list for xcms 3 object

getmzrtcsv()

Covert the peaks list csv file into list

getoverlappeak()

Get the overlap peaks by mass and retention time range

getpn()

Merge positive and negative mode data

getpower()

Get the index with power restriction for certain study with BH adjusted p-value and certain power.

getpqsi()

Compute pooled QC linear index according to run order

getrangecsv()

Get a mzrt list and/or save mz and rt range as csv file.

getretcor()

Perform peaks list alignment and return features table

getrmd()

Get the Relative Mass Defect

getsccp()

Quantitative analysis for short-chain chlorinated paraffins(SCCPs)

getsim()

output the similarity of two dataset

gettechrep()

Get the report for technique replicates.

gettimegrouprep()

Get the time series or two factor DoE report for samples with biological and technique replicates in different groups

getupload()

Get the csv files from xcmsset/XCMSnExp/list object

getupload2()

Get the csv files to be submitted to Metaboanalyst

getupload3()

Get the csv files to be submitted to Metaboanalyst

gifmr()

plot scatter plot for rt-mz profile and output gif file for multiple groups

list

Demo data

ma()

filter data by average moving box

plotanno()

Show MS/MS pmd annotation result

plotcc()

plot the calibration curve with error bar, r squared and equation.

plotden()

plot the density for multiple samples

plotdwtus()

plot density weighted intensity for multiple samples

plote()

plot EIC and boxplot for all peaks and return diffreport

plotgroup()

Plot the response group of GC-MS

plothist()

plot the density of the GC-MS data with EM algorithm to separate the data into two log normal distribution.

plothm()

Plot the heatmap of mzrt profiles

plotint()

plot the information of integration

plotintslope()

plot the slope information of integration

plotkms()

plot the kendrick mass defect diagram

plotmr()

plot the scatter plot for peaks list with threshold

plotmrc()

plot the diff scatter plot for peaks list with threshold between two groups

plotms()

plot GC/LC-MS data as a heatmap with TIC

plotmsrt()

Plot EIC of certain m/z and return dataframe for integration

plotmz()

plot GC/LC-MS data as scatter plot

plotpca()

plot the PCA for multiple samples

plotpeak()

plot intensity of peaks across samples or samples across peaks

plotridge()

plot ridgeline density plot

plotridges()

Relative Log Abundance Ridge (RLAR) plots for samples or peaks

plotrla()

Relative Log Abundance (RLA) plots

plotrsd()

plot the rsd influences of data in different groups

plotrtms()

Plot mass spectrum of certain retention time and return mass spectrum vector (MSP file) for NIST search

plotrug()

plot 1-d density for multiple samples

plotsms()

Plot the intensity distribution of GC-MS

plotsub()

Plot the background of data

plott()

plot GC-MS data as a heatmap for constant speed of temperature rising

plottic()

Plot Total Ion Chromatogram (TIC)

qbatch()

Get the MIR from the file

runMDPlot()

Shiny application for interactive mass defect plots analysis

runsccp()

Shiny application for Short-Chain Chlorinated Paraffins analysis

sccp

Short-Chain Chlorinated Paraffins(SCCPs) peaks information for quantitative analysis

submd()

Get the differences of two GC/LC-MS data

svabatch()

Plot the influences of DoE and Batch effects on each peaks

svacor()

Surrogate variable analysis(SVA) to correct the unknown batch effects

svadata()

Filter the data with p value and q value

svapca()

Principal component analysis(PCA) for SVA corrected data and raw data

svaplot()

Filter the data with p value and q value and show them

svaupload()

Get the corrected data after SVA for metabolanalyst

writeMSP()

Write MSP file for NIST search

xrankanno()

Perform MS/MS X rank annotation for mgf file