Matching placebo development for injectable biologics—a practical tutorial

Our study presents a systematic approach to biologic placebo development, providing a reliable framework for matching the color and viscosity of biologics. The methods and findings support the use of tailored excipients and color-matching algorithms to ensure clinical blinding in trials, enhancing the rigor of drug efficacy assessments and contributing to future placebo design in biologic drug development.