posted on 2024-07-26, 11:34authored bySarah M. Stow, Bryson C. Gibbons, Leonard C. Rorrer III, Lauren Royer, Rebecca S. Glaskin, Gordon W. Slysz, Ruwan T. Kurulugama, John C. Fjeldsted, Daniel DeBord, Aivett Bilbao
Ion mobility (IM) is often combined with LC-MS experiments
to provide
an additional dimension of separation for complex sample analysis.
While highly complex samples are better characterized by the full
dimensionality of LC-IM-MS experiments to uncover new information,
downstream data analysis workflows are often not equipped to properly
mine the additional IM dimension. For many samples the data acquisition
benefits of including IM separations are all that is necessary to
uncover sample information and the full dimensionality of the data
is not required for data analysis. Postacquisition reduction and adaptation
of the dimensions of LC-IM-MS and IM-MS experiments into an LC-MS
format opens the possibility to use a plethora of existing software
tools. In this work, we developed data file conversion tools to reduce
the complexity of IM data analysis. Three data file transformations
are introduced in the PNNL PreProcessor software: (1) mapping the
IM axis to the LC axis for IM-MS data, (2) converting the drift time
vs m/z space to CCS/z vs m/z space, and (3) transforming All Ions
IM/MS mobility aligned fragmentation data to a standard LC-MS DDA
data file format. These new data file conversions are demonstrated
with corresponding lipidomics and proteomics workflows that leverage
existing LC-MS data analysis software to highlight the benefits of
the data transformations.