Table I

Sequence of operations for processing LC-MS datasets

1Quantization of m/z values
2Signal filtering and background subtraction
3Amplitude normalization
4Peak detection and quantification
5Data transformations/error models
6Alignment in time (and m/z)
7Classification algorithms and biomarker discovery