Overall, our study represents an explanation for the possible role of the gut microbiome as a sex-specific modulator of healthy aging and may shed new light on the development of more targeted microbial intervention strategies for healthy aging. This paper has not been published elsewhere in whole or in part. All authors have read and approved the content and agree to submit it for consideration for publication in your journal. There are no ethical/legal conflicts involved in the article.