AUTHOR=Li Zi-hang , Li Shi-pian , Li Ya-hao , Wang Yu-cheng , Tang Zhen-yu , Xu Kai-yang , Li Xiao-rong , Tan Zhen , Pan Jiao-yi , Liu Jin-tao , Jiang Hong , Ma Zhi-jia , Dai Yu-xiang , Yu Peng-fei 

TITLE=Identification of aging-related biomarkers for intervertebral disc degeneration in whole blood samples based on bioinformatics and machine learning

JOURNAL=Frontiers in Immunology

VOLUME=Volume 16 - 2025

YEAR=2025

URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2025.1565945

DOI=10.3389/fimmu.2025.1565945

ISSN=1664-3224