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基于多组学数据分析的整合元分析阐明与年龄相关的小鼠膝关节骨关节炎的发病机制。

Meta-analysis Integrated With Multi-omics Data Analysis to Elucidate Pathogenic Mechanisms of Age-Related Knee Osteoarthritis in Mice.

机构信息

Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

出版信息

J Gerontol A Biol Sci Med Sci. 2022 Jul 5;77(7):1321-1334. doi: 10.1093/gerona/glab386.

Abstract

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 posttraumatic 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 2 models. At the nexus of the 3 aging hallmarks, advanced glycation end product (AGE)/receptor for AGE (RAGE) 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.

摘要

为了开发有效的疾病修饰治疗方法,需要深入了解膝关节骨关节炎(KOA)发病机制的机制。尽管与大多数临床出现的 KOA 最相关的是与年龄相关的发病机制,但我们对 KOA 的发病机制的大部分理解都是通过手术诱导的创伤后 OA(PTOA)模型得出的。在这里,我们采用了荟萃分析和多组学数据分析的综合方法,阐明了小鼠与年龄相关的 KOA 的发病机制。蛋白质水平的数据与转录组谱分析相结合,揭示了炎症、自噬和细胞衰老作为与年龄相关的 KOA 的主要特征。重要的是,软骨老化的分子特征与 PTOA 后观察到的特征不同,这两种模型之间的重叠不到 3%。在这 3 个衰老特征的交点处,晚期糖基化终产物(AGE)/AGE 受体(RAGE)作为与年龄相关的 KOA 最具统计学意义的相关途径出现。这项通路进一步通过质谱数据分析得到支持。值得注意的是,AGE-RAGE 信号的变化仅在雄性小鼠中随时间观察到,这表明在小鼠模型中,年龄诱导的 KOA 的发病机制存在性别二态性。总的来说,这些发现表明 AGE-RAGE 信号的失调是与年龄相关的 KOA 的性别依赖性驱动因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/feeb/9255692/b9aa7e65d7cb/glab386f0005.jpg

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