{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,5]],"date-time":"2026-10-05T23:48:12Z","timestamp":1791244092579,"version":"4.1.0"},"reference-count":53,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T00:00:00Z","timestamp":1771545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Genet."],"abstract":"<jats:p>Metabolic health and physical performance rely upon skeletal muscle adaptation that is a result of exercise. Recent advancements in high-throughput sequencing and functional genomics have successfully identified a vast landscape of exercise-responsive circRNAs, providing critical insights into the molecular complexity of muscle adaptation. While these studies have established a foundational framework for understanding the circRNA\u2013RBP axis, there are serious issues related to current research. There are serious issues related to current research: an insufficient level of endogenous circRNA to produce substantial ceRNA effects, unconfirmed circRNA scaffolding due to overactivity of RBPs, poor conservation of so-called exercise-related circRNAs evolutionarily, and the over-interpretation of specific effects. The article focuses on basic concerns of the ceRNA model quantitative limitations, and specificity debate of the scaffolding model, current model and technical gaps, etc. and suggests an experimental framework transitioning from \u201cnarrative models\u201d to \u201cphysiologically credible mechanisms,\u201d offering references for future rigorous research and elucidating the authentic role of the circRNA\u2013RBP axis.<\/jats:p>","DOI":"10.3389\/fgene.2026.1772541","type":"journal-article","created":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T05:21:48Z","timestamp":1771564908000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Regulatory roles of the circRNA\u2013RBP axis in exercise-induced skeletal muscle remodeling: mechanistic controversies and translational illusions"],"prefix":"10.3389","volume":"17","author":[{"given":"Junjie","family":"Liu","sequence":"first","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]},{"name":"College of Science and Technology, China Three Gorges University","place":["Yichang, China"]},{"name":"School of Basic Medical Sciences, China Three Gorges University","place":["Yichang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yupeng","family":"Yang","sequence":"additional","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Heming","family":"Chen","sequence":"additional","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingming","family":"Liu","sequence":"additional","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]},{"name":"School of Basic Medical Sciences, China Three Gorges University","place":["Yichang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhujun","family":"Mao","sequence":"additional","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]},{"name":"School of Basic Medical Sciences, China Three Gorges University","place":["Yichang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mi","family":"Zheng","sequence":"additional","affiliation":[{"name":"Graduate School, Harbin Sport University","place":["Harbin, Heilongjiang, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,2,20]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1016\/j.cmet.2023.12.008","article-title":"Exercise induces tissue-specific adaptations to enhance cardiometabolic health","volume":"36","author":"Ashcroft","year":"2024","journal-title":"Cell Metab."},{"key":"B2","doi-asserted-by":"publisher","first-page":"637","DOI":"10.4196\/kjpp.25.046","article-title":"Circular RNA circAtxn10 regulates skeletal muscle cell differentiation by targeting miR-143-3p and Chrna1","volume":"29","author":"Choe","year":"2025","journal-title":"Korean J. 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