ACL 重建手术后早期微 RNA 和代谢物的变化

IF 7.2 2区 医学 Q1 ORTHOPEDICS Osteoarthritis and Cartilage Pub Date : 2024-07-04 DOI:10.1016/j.joca.2024.06.013
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Differentially expressed miRNAs and metabolites were identified using negative binomial and linear regression models, respectively. Associations between miRNAs and metabolites were explored using time and sex as co-variants, (pre-surgery versus 2 and 6 weeks post-surgery). Using computational biology, miRNA-metabolite-gene interaction and pathway analyses were performed.</p></div><div><h3>Results</h3><p>Levels of 46 miRNAs were increased at 2 weeks post-surgery compared to pre-surgery (baseline) using miRNA sequencing. Levels of 13 metabolites were significantly increased while levels of 6 metabolites were significantly decreased at 2 weeks compared to baseline using metabolomics. Hsa-miR-145-5p levels were increased in female subjects at both 2 weeks (log<sub>2</sub>-fold-change 0.71, 95%CI 0.22,1.20) and 6 weeks (log<sub>2</sub>-fold-change 0.75, 95%CI 0.07,1.43) post-surgery compared to males. 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引用次数: 0

摘要

目标:前交叉韧带(ACL)损伤后的重建并不能预防创伤后骨关节炎(PTOA)。前交叉韧带损伤和重建后不久出现的循环微核糖核酸(miRNA)和代谢物变化仍未得到充分定义,它们可能是导致创伤后骨关节炎演变的早期线索。此外,它们在女性和男性之间的不同表达也可能影响 PTOA 的自然轨迹。本研究旨在确定前交叉韧带重建后早期阶段女性和男性血浆 miRNA 和代谢物水平的变化:方法:对 43 名前交叉韧带重建患者进行了研究。方法:研究人员对 43 名前交叉韧带重建患者进行了研究,分别在基线、术后 2 周和 6 周采集血浆(共 129 份生物样本)。进行了高通量 miRNA 测序和代谢组学研究。采用负二项式和线性回归模型分别鉴定了差异表达的 miRNA 和代谢物。以时间和性别为共同变量(手术前与手术后 2 周和 6 周),探讨了 miRNA 与代谢物之间的关联。利用计算生物学方法,进行了 miRNA-代谢物-基因相互作用和通路分析:结果:通过 miRNA 测序,46 个 miRNA 的水平在手术后 2 周比手术前(基线)有所提高。利用代谢组学,与基线相比,13 种代谢物的水平在手术后 2 周明显升高,而 6 种代谢物的水平在手术后 2 周明显降低。与男性相比,女性受试者在手术后 2 周(log2-fold-change 0.71,95%CI 0.22,1.20)和 6 周(log2-fold-change 0.75,95%CI 0.07,1.43)的 Hsa-miR-145-5p 水平均有所上升。此外,女性的 hsa-miR-497-5p 水平在手术后 2 周(log2-fold-change 0.77,95%CI 0.06,1.48)和 6 周(log2-fold-change 0.83,95%CI 0.07,1.59)均有所增加。与男性相比,女性在手术后 2 周内有五种代谢物减少:L-亮氨酸(-1.44,95%CI -1.75,-1.13)、g-鸟苷酸丁酸盐(-1.27,95%CI 1.54,-0.99)、肌酐(-1.17,95%CI -1.44,-0.90)、2-甲基丁酰肉碱(-1.76,95%CI -2.17,-1.35)和leu-pro(-1.13,95%CI -1.44,-0.83)。MiRNA-代谢物-基因相互作用分析揭示了基于手术后时间点以及女性与男性的关键信号通路:结论:前交叉韧带重建手术后早期,MiRNA和代谢物谱随时间和性别而改变,这可能会影响手术反应,并最终影响罹患PTOA的风险。
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Early microRNA and metabolite changes after anterior cruciate ligament reconstruction surgery

Objectives

Anterior cruciate ligament (ACL) reconstruction after injury does not prevent post-traumatic osteoarthritis (PTOA). Circulating microRNA (miRNA) and metabolite changes emerging shortly after ACL injury and reconstruction remain insufficiently defined, potentially harbouring early cues contributing to PTOA evolution. Moreover, their differential expression between females and males also may influence PTOA’s natural trajectory. This study aims to determine alterations in plasma miRNA and metabolite levels in the early stages following ACL reconstruction and between females and males.

Methods

A cohort of 43 ACL reconstruction patients was examined. Plasma was obtained at baseline, 2 weeks, and 6 weeks post-surgery (129 biospecimens in total). High-throughput miRNA sequencing and metabolomics were conducted. Differentially expressed miRNAs and metabolites were identified using negative binomial and linear regression models, respectively. Associations between miRNAs and metabolites were explored using time and sex as co-variants, (pre-surgery versus 2 and 6 weeks post-surgery). Using computational biology, miRNA-metabolite-gene interaction and pathway analyses were performed.

Results

Levels of 46 miRNAs were increased at 2 weeks post-surgery compared to pre-surgery (baseline) using miRNA sequencing. Levels of 13 metabolites were significantly increased while levels of 6 metabolites were significantly decreased at 2 weeks compared to baseline using metabolomics. Hsa-miR-145-5p levels were increased in female subjects at both 2 weeks (log2-fold-change 0.71, 95%CI 0.22,1.20) and 6 weeks (log2-fold-change 0.75, 95%CI 0.07,1.43) post-surgery compared to males. In addition, hsa-miR-497-5p showed increased levels in females at 2 weeks (log2-fold-change 0.77, 95%CI 0.06,1.48) and hsa-miR-143-5p at 6 weeks (log2-fold-change 0.83, 95%CI 0.07,1.59). Five metabolites were decreased at 2 weeks post-surgery in females compared to males: L-leucine (−1.44, 95%CI −1.75,−1.13), g-guanidinobutyrate (−1.27, 95%CI 1.54,−0.99), creatinine (−1.17, 95%CI −1.44,−0.90), 2-methylbutyrylcarnitine (−1.76, 95%CI −2.17,−1.35), and leu-pro (−1.13, 95%CI −1.44,−0.83). MiRNA-metabolite-gene interaction analysis revealed key signalling pathways based on post-surgical time-point and in females versus males.

Conclusion

MiRNA and metabolite profiles were modified by time and by sex early after ACL reconstruction surgery, which could influence surgical response and ultimately risk of developing PTOA.

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来源期刊
Osteoarthritis and Cartilage
Osteoarthritis and Cartilage 医学-风湿病学
CiteScore
11.70
自引率
7.10%
发文量
802
审稿时长
52 days
期刊介绍: Osteoarthritis and Cartilage is the official journal of the Osteoarthritis Research Society International. It is an international, multidisciplinary journal that disseminates information for the many kinds of specialists and practitioners concerned with osteoarthritis.
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