This cluster of papers focuses on improving the reporting and conduct of animal research studies, with an emphasis on the use of ARRIVE guidelines, cytotoxicity assays, ethical considerations, systematic reviews, in vitro testing methods, and addressing publication bias. It also discusses the challenges in translating findings from animal studies to human applications and the determination of sample sizes for preclinical studies.