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Peptides are delivered as powder. Solubilization conditions depend on the properties of sequences and can be quite well predicted (c.f. link below). Nevertheless it is not an exact science and a real solubility test remains the best approach to avoid losing a sample. Smart-Bioscience test physically the solubility of every peptides and provides the conditions in the certificate of analysis.  

Peptide solubility guidelines