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
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
  • [21] Integrated multi-omics analysis to elucidate the role of shikimic acid and phenethylamine in the effect of scions on rootstocks of Camellia oleifera
    Ge, Xiaoning
    Zhong, Qiuping
    Tan, Xinjian
    Wang, Jinfeng
    Cao, Linqing
    Zhou, Youcheng
    Zou, Yuling
    Yuan, Yaqi
    Wan, Xirui
    Yan, Chao
    Guo, Hongyan
    Tian, Feng
    Chen, Danyang
    Chen, Zexin
    Wang, Sen
    INDUSTRIAL CROPS AND PRODUCTS, 2023, 203
  • [22] Multi-Staged Data-Integrated Multi-Omics Analysis for Symptom Science Research
    Harris, Carolyn S.
    Miaskowski, Christine A.
    Dhruva, Anand A.
    Cataldo, Janine
    Kober, Kord M.
    BIOLOGICAL RESEARCH FOR NURSING, 2021, 23 (04) : 596 - 607
  • [23] AGE-RELATED DIFFERENCES IN EMPLOYEE ABSENTEEISM - A META-ANALYSIS
    MARTOCCHIO, JJ
    PSYCHOLOGY AND AGING, 1989, 4 (04) : 409 - 414
  • [24] Age-related differences in recall and recognition: a meta-analysis
    Stephen Rhodes
    Nathaniel R. Greene
    Moshe Naveh-Benjamin
    Psychonomic Bulletin & Review, 2019, 26 : 1529 - 1547
  • [25] Overweight, Obesity, and Age-Related Cataract: A Meta-analysis
    Pan, Chen-Wei
    Lin, Yi
    OPTOMETRY AND VISION SCIENCE, 2014, 91 (05) : 478 - 483
  • [26] Age-Related Differences in Flashbulb Memories: A Meta-Analysis
    Kopp, Sarah J.
    Sockol, Laura E.
    Multhaup, Kristi S.
    PSYCHOLOGY AND AGING, 2020, 35 (04) : 459 - 472
  • [27] AGE-RELATED CORRELATES OF CAREER ADAPTABILITY: A META-ANALYSIS
    Rudolph, C.
    Zacher, H.
    GERONTOLOGIST, 2016, 56 : 295 - 296
  • [28] Smoking and Risk of Age-Related Cataract: A Meta-Analysis
    Ye, Juan
    He, Jinjing
    Wang, Changjun
    Wu, Han
    Shi, Xin
    Zhang, Huina
    Xie, Jiajun
    Lee, Sang Yeul
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2012, 53 (07) : 3885 - 3895
  • [29] Age-related differences in recall and recognition: a meta-analysis
    Rhodes, Stephen
    Greene, Nathaniel R.
    Naveh-Benjamin, Moshe
    PSYCHONOMIC BULLETIN & REVIEW, 2019, 26 (05) : 1529 - 1547
  • [30] Identification of immunotherapy and chemotherapy-related molecular subtypes in colon cancer by integrated multi-omics data analysis
    Zhu, Jie
    Kong, Weikaixin
    Huang, Liting
    Bi, Suzhen
    Jiao, Xuelong
    Zhu, Sujie
    FRONTIERS IN IMMUNOLOGY, 2023, 14