Genomic Oncology Area, Centre for Genomics and Oncological Research (GENYO), Parque tecnológico de la Salud (PTS) Granada, Granada, Spain.
Hematology Department, Virgen de las Nieves University Hospital, Granada, Spain.
Front Immunol. 2021 Oct 27;12:672255. doi: 10.3389/fimmu.2021.672255. eCollection 2021.
We aimed to validate the association of 28 GWAS-identified genetic variants for response to TNF inhibitors (TNFi) in a discovery cohort of 1361 rheumatoid arthritis (RA) patients monitored in routine care and ascertained through the REPAIR consortium and DANBIO registry. We genotyped selected markers and evaluated their association with response to TNFi after 6 months of treatment according to the change in disease activity score 28 (ΔDAS28). Next, we confirmed the most interesting results through meta-analysis of our data with those from the DREAM cohort that included 706 RA patients treated with TNFi. The meta-analysis of the discovery cohort and DREAM registry including 2067 RA patients revealed an overall association of the SNP with a lower improvement in DAS28 that remained significant after correction for multiple testing (per-allele OR=0.83, =0.000077; =0.61). In addition, we found that each copy of the allele was significantly associated with lower improvement in DAS28 in rheumatoid factor (RF)-positive patients (per-allele OR=0.67, =0.00058; =0.06) whereas an opposite but not significant effect was detected in RF-negative subjects (per-allele OR=1.38, =0.10; =0.45; =0.00028). Interestingly, although the identified associations did not survive multiple testing correction, the meta-analysis also showed overall and RF-specific associations for the and SNPs with decreased changes in DAS28 (per-allele OR = 0.85, =0.0059; =0.63 and OR=0.81, =0.0059; =0.69 and OR=1.00, =0.99; =0.12; =0.032). Mechanistically, we found that subjects carrying the allele had significantly increased numbers of CD45RO+CD45RA+ T cells (=0.000025) whereas carriers of the genotype showed significantly increased levels of soluble scavengers CD5 and CD6 in serum (=0.00037 and =0.00041). In addition, carriers of the allele showed decreased production of IL6 after stimulation of PBMCs with and bacteria (=0.00046 and =0.00044), which suggested a reduced IL6-mediated anti-inflammatory effect of this marker to worsen the response to TNFi. In conclusion, this study confirmed the influence of the and loci to determine the response to TNFi in RA patients and suggested a weak effect of the loci that need to be further investigated.
我们旨在通过在常规护理中监测的 1361 名类风湿关节炎 (RA) 患者的发现队列和通过 REPAIR 联盟和 DANBIO 登记处确定的 28 个与 TNF 抑制剂 (TNFi) 反应相关的 GWAS 确定的遗传变异,验证其关联。我们对选定的标记物进行了基因分型,并根据疾病活动评分 28(ΔDAS28)的变化评估了它们在治疗 6 个月后对 TNFi 反应的相关性。接下来,我们通过与包括 706 名接受 TNFi 治疗的 RA 患者的 DREAM 队列的数据进行荟萃分析,对最有趣的结果进行了验证。发现队列和 DREAM 登记处的荟萃分析包括 2067 名 RA 患者,发现 SNP 与 DAS28 的改善程度较低总体相关,经过多次测试校正后仍然具有统计学意义(每个等位基因的优势比=0.83,=0.000077;=0.61)。此外,我们发现每个 等位基因的拷贝与类风湿因子 (RF) 阳性患者的 DAS28 改善程度显著降低相关(每个等位基因的优势比=0.67,=0.00058;=0.06),而在 RF 阴性患者中则检测到相反但无统计学意义的效果(每个等位基因的优势比=1.38,=0.10;=0.45;=0.00028)。有趣的是,尽管鉴定出的关联未通过多次测试校正,但荟萃分析还显示了与 DAS28 变化相关的 SNP 和 SNP 的总体和 RF 特异性关联(每个等位基因的优势比=0.85,=0.0059;=0.63 和 OR=0.81,=0.0059;=0.69 和 OR=1.00,=0.99;=0.12;=0.032)。从机制上讲,我们发现携带 等位基因的个体的 CD45RO+CD45RA+T 细胞数量显著增加(=0.000025),而携带 基因型的个体的血清可溶性清除剂 CD5 和 CD6 水平显著升高(=0.00037 和=0.00041)。此外,携带 等位基因的个体在受到 和 细菌刺激后 IL6 的产生减少(=0.00046 和=0.00044),这表明该标志物的 IL6 介导的抗炎作用减弱,从而使对 TNFi 的反应恶化。总之,这项研究证实了 和 基因座对 RA 患者对 TNFi 反应的影响,并提示需要进一步研究 基因座的弱效应。