There are many methods to get rid of SDS from a protein sample, after trypsin digestion, before LC-MS-MS. These include precipitation (TCA and/or cold acetone), spin columns designed for detergent removal followed by elution of protein, dialysis (e.g. in a Slide-A-Lyzer) or buffer exchange column (e.g. in an Amicon centrifugation filter with low MWCO), doing an in-gel digest in a "tube gel" matrix after washing it, etc. I want to choose the best possible method to ensure (1) I do not lose the hydrophobic peptides and (2) ideally, I do not lose a large fraction of my sample in the process. Do you have experience in which method(s) are better or worse for this? I have personally experienced sample loss during dialysis and buffer exchange filtration...but have not compared alternatives side-by-side. I have heard that there is a lot of sample loss during TCA precipitation, and that hydrophobic proteins get precipitated and lost in the detergent-removal spin columns. There is also a worry of sample loss during extraction from the tube gel matrix. Recommendations based on your experience are greatly appreciated!