The NIH Common Fund’s Complement Animal Research In Experimentation (Complement-ARIE) program goal is to accelerate the development, standardization, validation, and use of human-based New Approach Methodologies (NAMs). NAMs, are laboratory (in vitro and in chemico) or computer-based (in silico) research approaches intended to more accurately model human biology, and complement, or in some cases, replace traditional research models