Gender-bias has been the long standing hurdle to the modernness and advancement of practicing science. This is particularly true for research being done in the field of computational physiology and metabolism. As per recent reports by United Nations Educational Scientific and Cultural Organization (UNESCO), women are under represented in the Science, Technology, Engineering and Mathematics (STEM) fields, with total estimates being close to only 30% worldwide. On the path to defeating stereotypes, women researchers are working towards answering some of the most important questions in Science technology. Therefore, this article collection shall focus on highlighting the quintessential contribution of women researchers to the field of