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类风湿关节炎滑膜基线转录组分析作为长期临床结局指标的效用

Utility of Baseline Transcriptomic Analysis of Rheumatoid Arthritis Synovium as an Indicator for Long-Term Clinical Outcomes.

作者信息

Anaparti Vidyanand, Wiens Dana, O'Neil Liam J, Hubbard Erika, Robl Robert, Smolik Irene, Hitchon Carol, Lipsky Peter E, El-Gabalawy Hani

机构信息

Manitoba Center of Proteomics and Systems Biology, Winnipeg, MB, Canada.

Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada.

出版信息

Front Med (Lausanne). 2022 May 3;9:823244. doi: 10.3389/fmed.2022.823244. eCollection 2022.

Abstract

OBJECTIVE

Rheumatoid arthritis is a chronic inflammatory autoimmune disease that can lead to synovial damage, persistent joint pain, and functional disability. Our objective was to evaluate baseline synovial transcriptome from early inflammatory arthritis patients (EIA) and identify pretreatment biomarkers that could potentially provide insights into long-term functional outcomes of rheumatoid arthritis (RA).

METHODS

Synovial biopsies from clinically inflamed knee joints were procured from either 17 EIA patients before initiation of disease modifying anti-rheumatic drug (DMARD) therapy (DMARD-naïve EIA) using the minimally invasive closed needle biopsy technique or advanced RA patients undergoing arthroplasty. Affymetrix Human Genome U133 Plus 2 microarray platform was used to profile the synovial transcriptome. The cohort was followed clinically for a median of 12.3 years, and patient data was collected at each visit. Short-term and long-term clinical outcomes were determined by assessing RA-associated clinical parameters Statistical adjustments were made to account for asynchronous clinical visits and duration of follow up.

RESULTS

Based on the transcriptomic analysis, we identified 5 differentially expressed genes (DEGs), including matrix metalloproteinase (MMP)-1 (fibroblast collagenase) and MMP-3 (stromelysin-1) in DMARD-naïve EIA patients, relative to advanced RA patients ( < 0.05). Dichotomous expression of MMP-1 and MMP-3 mRNA and protein was confirmed by qPCR and immunohistochemistry respectively, based on which DMARD-naïve EIA subjects were classified as MMP-high or MMP-low. Hierarchical clustering of transcriptomic data identified 947 DEGs between MMP-high and MMP-low cohorts. Co-expression and IPA analysis of DEGs in the MMP-high cohort showed an enrichment of genes that participated in metabolic or biochemical functions and intracellular immune signaling were regulated through NF-κB and β-catenin complexes and correlated with markers of systemic inflammation. Analysis of short-term clinical outcomes in MMP-high cohort showed a significant reduction in the DAS-CRP scores relative to baseline (P <0.001), whereas area under the curve analyses of modified HAQ (mHAQ) scores correlated negatively with baseline MMP-1 ( = -0.59, = 0.03). Further, longitudinal mHAQ scores, number of swollen joints, number of DMARDs and median follow-up duration appeared to be higher in MMP-low cohort.

CONCLUSION

Overall, our results indicate that the gene expression profiling of synovial biopsies obtained at the DMARD-naive stage in patients with EIA categorizes them into subsets with varying degrees of inflammation and can predict the future of long-term clinical outcome.

摘要

目的

类风湿性关节炎是一种慢性炎症性自身免疫性疾病,可导致滑膜损伤、持续性关节疼痛和功能残疾。我们的目的是评估早期炎症性关节炎患者(EIA)的基线滑膜转录组,并确定预处理生物标志物,这些标志物可能有助于深入了解类风湿性关节炎(RA)的长期功能结局。

方法

使用微创闭合针活检技术,从17例疾病改善抗风湿药物(DMARD)治疗前的EIA患者(未接受DMARD治疗的EIA)或接受关节成形术的晚期RA患者的临床发炎膝关节获取滑膜活检样本。使用Affymetrix人类基因组U133 Plus 2微阵列平台对滑膜转录组进行分析。对该队列进行了中位12.3年的临床随访,并在每次随访时收集患者数据。通过评估与RA相关的临床参数来确定短期和长期临床结局。进行统计调整以考虑异步临床就诊和随访持续时间。

结果

基于转录组分析,我们在未接受DMARD治疗的EIA患者中鉴定出5个差异表达基因(DEG),包括基质金属蛋白酶(MMP)-1(成纤维细胞胶原酶)和MMP-3(基质溶解素-1),相对于晚期RA患者(P<0.05)。分别通过qPCR和免疫组织化学证实了MMP-1和MMP-3 mRNA及蛋白的二分表达,据此将未接受DMARD治疗的EIA受试者分为MMP高或MMP低。转录组数据的层次聚类在MMP高和MMP低队列之间鉴定出947个DEG。MMP高队列中DEG的共表达和IPA分析显示,参与代谢或生化功能以及细胞内免疫信号传导的基因富集,这些基因通过NF-κB和β-连环蛋白复合物调节,并与全身炎症标志物相关。MMP高队列中短期临床结局分析显示,相对于基线,DAS-CRP评分显著降低(P<0.001),而改良HAQ(mHAQ)评分的曲线下面积分析与基线MMP-1呈负相关(r=-0.59,P=0.03)。此外,MMP低队列中的纵向mHAQ评分、肿胀关节数、DMARD数量和中位随访持续时间似乎更高。

结论

总体而言,我们的结果表明,在EIA患者未接受DMARD治疗阶段获得的滑膜活检样本的基因表达谱将他们分为炎症程度不同的亚组,并可以预测长期临床结局的未来情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aa25/9110862/a58d4846ac42/fmed-09-823244-g0001.jpg

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