The combination of experiments with various flavors of molecular simulations thus allowed us to reach a comprehensive understanding of the ion pair formation and structure between two biologically relevant moieties, TMA and acetate. This study thus helps refine our molecular understanding of biological processes that involve these interactions. Additionally, the present study provides guidelines for the choice of adequate force fields for simulations of complex biological systems where such interactions play important roles.