The opening post describes the usual case. This is about the unusual one.
Amino acid residues and formulation: the specific sequence and composition of a peptide affects what formulation conditions it tolerates. Sequences high in methionine need more antioxidant protection. Sequences prone to aggregation need different pH or additive protection.