Meta-analysis integrated with multi-omics data analysis to elucidate pathogenic mechanisms of age-related knee osteoarthritis in mice

被引:11
作者
Iijima, Hirotaka [1 ,2 ,3 ]
Gilmer, Gabrielle [4 ,5 ]
Wang, Kai [1 ,2 ]
Sivakumar, Sruthi [1 ,5 ]
Evans, Christopher [6 ]
Matsui, Yusuke [7 ]
Ambrosio, Fabrisia [1 ,2 ,5 ,8 ]
机构
[1] Univ Pittsburgh, Dept Phys Med & Rehabil, Pittsburgh, PA USA
[2] Univ Pittsburgh, McGowan Inst Regenerat Med, Pittsburgh, PA USA
[3] Japan Soc Promot Sci, Tokyo, Japan
[4] Univ Pittsburgh, Sch Med, Med Scientist Training Program, Pittsburgh, PA USA
[5] Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA USA
[6] Mayo Clin, Rehabil Med Res Ctr, Rochester, MN USA
[7] Nagoya Univ, Grad Sch Med, Biomed & Hlth Informat Unit, Nagoya, Aichi, Japan
[8] Univ Pittsburgh, Dept Environm & Occupat Hlth, Pittsburgh, PA USA
来源
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES | 2022年
基金
美国国家卫生研究院; 日本学术振兴会;
关键词
Articular cartilage; Aging; Meta-analysis; Bioinformatics; AGE-RAGE signaling pathway; GLYCATION END-PRODUCTS; ARTICULAR-CARTILAGE; POSTTRAUMATIC OSTEOARTHRITIS; TRANSCRIPTION FACTORS; CROSS-LINKING; MOUSE MODELS; RISK-FACTORS; FEMALE MICE; EXPRESSION; PROGRESSION;
D O I
10.1093/gerona/glab386
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Increased mechanistic insight into the pathogenesis of knee osteoarthritis (KOA) is needed to develop efficacious disease-modifying treatments. Though age-related pathogenic mechanisms are most relevant to the majority of clinically-presenting KOA, the bulk of our mechanistic understanding of KOA has been derived using surgically induced post-traumatic OA (PTOA) models. Here, we took an integrated approach of meta-analysis and multi-omics data analysis to elucidate pathogenic mechanisms of age-related KOA in mice. Protein-level data were integrated with transcriptomic profiling to reveal inflammation, autophagy, and cellular senescence as primary hallmarks of age-related KOA. Importantly, the molecular profiles of cartilage aging were unique from those observed following PTOA, with less than 3% overlap between the two models. At the nexus of the three aging hallmarks, Advanced Glycation End-Product (AGE)/Receptor for AGE emerged as the most statistically robust pathway associated with age-related KOA. This pathway was further supported by analysis of mass spectrometry data. Notably, the change in AGE-RAGE signaling over time was exclusively observed in male mice, suggesting sexual dimorphism in the pathogenesis of age-induced KOA in murine models. Collectively, these findings implicate dysregulation of AGE-RAGE signaling as a sex-dependent driver of age-related KOA.
引用
收藏
页码:1321 / 1334
页数:35
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