Spine Surgery, The First Affiliated Hospital of Guangxi Medical University, No. 6 Shuangyong Road, Qingxiu District, Nanning, 530021, Guangxi, People's Republic of China.
Anal Bioanal Chem. 2024 Nov;416(28):6357-6366. doi: 10.1007/s00216-024-05521-4. Epub 2024 Sep 10.
The proteome serves as the primary basis for identifying targets for treatment. This study conducted proteomic range two-sample Mendelian randomization (MR) analysis to pinpoint potential protein markers and treatment targets for ankylosing spondylitis (AS). A total of 4907 data points on circulating protein expression were collected from a large-scale protein quantitative trait locus investigation involving 35,559 individuals. Using data from a Finnish study on AS as the outcome, the dataset comprised 166,144 individuals of European ancestry (1462 cases and 164,682 controls), and causal relationships were determined through bidirectional Mendelian randomization of two samples. Proteins were further validated and identified through single-cell expression analysis, certain cells showing enriched expression levels were detected, and possible treatment targets were optimized. Increased HERC5 expression predicted by genes was related to increased AS risk, whereas the expression of the remaining five circulating proteins, AIF1, CREB3L4, MLN, MRPL55, and SPAG11B, was negatively correlated with AS risk. For each increase in gene-predicted protein levels, the ORs of AS were 2.11 (95% CI 1.44-3.09) for HERC5, 0.14 (95% CI 0.05-0.41) for AIF1, 0.48 (95% CI 0.34-0.68) for CREB3L4, 0.54 (95% CI 0.42-0.68) for MLN, 0.23 (95% CI 0.13-0.38) for MRPL55, and 0.26 (95% CI 0.17-0.39) for SPAG11B. The hypothesis of a reverse causal relationship between these six circulating proteins and AS is not supported. Three of the six protein-coding genes were expressed in both the AS and healthy control groups, while CREB3L4, MLN, and SPAG11B were not detected. Increased levels of HERC5 predicted by genes are related to increased AS risk, whereas the levels of the remaining five circulating proteins, AIF1, CREB3L4, MLN, MRPL55, and SPAG11B, negatively correlate with AS risk. HERC5, AIF1, and MRPL55 are potential therapeutic targets for AS. This study advanced the field by employing a novel combination of proteomic range two-sample MR analysis and single-cell expression analysis to identify potential protein markers and therapeutic targets for AS. This approach enabled a comprehensive understanding of the causal relationships between circulating proteins and AS, which has not been extensively explored in previous studies.
蛋白质组学是鉴定治疗靶点的主要基础。本研究进行了蛋白质组范围双样本孟德尔随机化(MR)分析,以确定强直性脊柱炎(AS)的潜在蛋白标志物和治疗靶点。这项大规模蛋白质定量性状基因座研究共收集了 35559 个人的 4907 个循环蛋白表达数据点。使用芬兰 AS 研究的数据作为结果,该数据集包含 166144 名欧洲血统个体(1462 例病例和 164682 名对照),并通过两个样本的双向 Mendelian 随机化确定了因果关系。通过单细胞表达分析进一步验证和鉴定蛋白质,检测到某些细胞表达水平富集,并优化了可能的治疗靶点。基因预测的 HERC5 表达增加与 AS 风险增加有关,而其余五种循环蛋白 AIF1、CREB3L4、MLN、MRPL55 和 SPAG11B 的表达与 AS 风险呈负相关。对于每种基因预测蛋白水平的增加,HERC5 的 OR 值为 2.11(95%CI 1.44-3.09),AIF1 为 0.14(95%CI 0.05-0.41),CREB3L4 为 0.48(95%CI 0.34-0.68),MLN 为 0.54(95%CI 0.42-0.68),MRPL55 为 0.23(95%CI 0.13-0.38),SPAG11B 为 0.26(95%CI 0.17-0.39)。这六个循环蛋白与 AS 之间的反向因果关系的假设不成立。这六个蛋白编码基因中的三个在 AS 和健康对照组中均有表达,而 CREB3L4、MLN 和 SPAG11B 则未被检测到。基因预测的 HERC5 水平增加与 AS 风险增加有关,而其余五种循环蛋白 AIF1、CREB3L4、MLN、MRPL55 和 SPAG11B 的水平与 AS 风险呈负相关。HERC5、AIF1 和 MRPL55 可能是 AS 的治疗靶点。本研究通过采用蛋白质组范围双样本 MR 分析和单细胞表达分析的新组合,为 AS 的潜在蛋白标志物和治疗靶点的鉴定提供了新的思路,推进了这一领域的发展。这种方法使我们能够全面了解循环蛋白与 AS 之间的因果关系,而这在以前的研究中并没有得到广泛探讨。