chromatographR
0.4.4Chromatographic Data Analysis Toolset
Overview
Tools for high-throughput analysis of HPLC-DAD/UV chromatograms (or similar data). Includes functions for preprocessing, alignment, peak-finding and fitting, peak-table construction, data-visualization, etc. Preprocessing and peak-table construction follow the rough formula laid out in alsace (Wehrens, R., Bloemberg, T.G., and Eilers P.H.C., 2015. doi:10.1093/bioinformatics/btv299. Alignment of chromatograms is available using parametric time warping (ptw) (Wehrens, R., Bloemberg, T.G., and Eilers P.H.C. 2015. doi:10.1093/bioinformatics/btv299) or variable penalty dynamic time warping (VPdtw) (Clifford, D., & Stone, G. 2012. doi:10.18637/jss.v047.i08). Peak-finding uses the algorithm by Tom O'Haver http://terpconnect.umd.edu/~toh/spectrum/PeakFindingandMeasurement.htm. Peaks are then fitted to a gaussian or exponential-gaussian hybrid peak shape using non-linear least squares (Lan, K. & Jorgenson, J. W. 2001. doi:10.1016/S0021-9673(01)00594-5). See the vignette for more details and suggested workflow.
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