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
相关论文
共 50 条
  • [41] The end of submacular surgery for age-related macular degeneration? A meta-analysis
    Falkner, Christiane I.
    Leitich, Harald
    Frommlet, Florian
    Bauer, Peter
    Binder, Susanne
    GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2007, 245 (04) : 490 - 501
  • [42] The end of submacular surgery for age-related macular degeneration? A meta-analysis
    Christiane I. Falkner
    Harald Leitich
    Florian Frommlet
    Peter Bauer
    Susanne Binder
    Graefe's Archive for Clinical and Experimental Ophthalmology, 2007, 245 : 490 - 501
  • [43] Association of vitamin C with the risk of age-related cataract: a meta-analysis
    Wei, Lin
    Liang, Ge
    Cai, Chunmei
    Lv, Jin
    ACTA OPHTHALMOLOGICA, 2016, 94 (03) : E170 - E176
  • [44] Association of vitamin A and β-carotene with risk for age-related cataract: A meta-analysis
    Wang, Aimin
    Han, Jing
    Jiang, Yunxia
    Zhang, Dongfeng
    NUTRITION, 2014, 30 (10) : 1113 - 1121
  • [45] Age-Related Macular Degeneration and Mortality: A Systematic Review and Meta-Analysis
    McGuinness, Myra B.
    Karahalios, Amalia
    Finger, Robert P.
    Guymer, Robyn H.
    Simpson, Julie A.
    OPHTHALMIC EPIDEMIOLOGY, 2017, 24 (03) : 141 - 152
  • [46] The impact of age-related hearing loss on structural neuroanatomy: A meta-analysis
    Slade, Kate
    Reilly, Johannes H. H.
    Jablonska, Kamila
    Smith, El
    Hayes, Lawrence D. D.
    Plack, Christopher J. J.
    Nuttall, Helen E. E.
    FRONTIERS IN NEUROLOGY, 2022, 13
  • [47] Geographic distributions of age-related macular degeneration incidence: a systematic review and meta-analysis
    Zhou, Miao
    Duan, Pei-Chen
    Liang, Jing-Hong
    Zhang, Xiao-Feng
    Pan, Chen-Wei
    BRITISH JOURNAL OF OPHTHALMOLOGY, 2021, 105 (10) : 1427 - 1434
  • [48] Age-related differences in bimanual movements: A systematic review and meta-analysis
    Krehbiel, Lisa M.
    Kang, Nyeonju
    Cauraugh, James H.
    EXPERIMENTAL GERONTOLOGY, 2017, 98 : 199 - 206
  • [49] Photosynthesis regulation, cell membrane stabilization and methylglyoxal detoxification seems major altered pathways under cold stress as revealed by integrated multi-omics meta-analysis
    Manchanda, Preet
    Chaudhary, Parneeta
    Deswal, Renu
    PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS, 2023, 29 (10) : 1395 - 1407
  • [50] An integrative machine-learning meta-analysis of high-throughput omics data identifies age-specific hallmarks of Alzheimer's disease
    Shokhirev, Maxim N.
    Johnson, Adiv A.
    AGEING RESEARCH REVIEWS, 2022, 81