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Authors
Chen, Peng X.
Zhang, Leyuan https://orcid.org/0009-0003-5445-9554
Wu, Xueying
Liang, Zhiqiang
Hao, Xusheng
Zhu, Qingyuan
Liu, Ying
Zheng, Jinrou
Zhang, Qian
Yang, Qinmeng https://orcid.org/0009-0002-8615-3384
Zhou, Fan
Zhou, Chunbao
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Article History
Received: 16 January 2025
Accepted: 5 January 2026
First Online: 3 February 2026
Competing interests
: Y.T., P.C., L.Z. and X.W. have applied a patent (202511963787.6 China) for the use of lipid peroxidation inhibitors in the treatment of premature ageing syndrome and delay ageing. Z.L., Q.Y., C.Z., Y.T. and P.C. have applied a patent (202310952096.0, China) for a cellular senescence state prediction method based on nuclear membrane morphology. The other authors declare no competing interests.
