Li Xiang-Yu, Wang Peng-Yun, Wang Qi-Jun, Wang Dong-Fan, Wang Shuai-Kang, Wang Yu, Zhu Wei-Guo, Wang Wei, Kong Chao, Lu Shi-Bao, Chen Xiao-Long
Department of Orthopedics, Xuanwu Hospital Capital Medical University Beijing China.
National Clinical Research Center for Geriatric Diseases Beijing China.
JOR Spine. 2024 Dec 20;7(4):e70027. doi: 10.1002/jsp2.70027. eCollection 2024 Dec.
Lumbar disc degeneration (LDD) is a ubiquitous finding in low back pain. Many different etiology factors may explain the LDD process, such as bone morphogenetic proteins (BMPs), DNA methylation, and gut microbiota. Until recently the mechanisms underlying the LDD process have been elusive.
BMP-related genes were extracted from the GeneCards database. The LDD transcriptome dataset was obtained from the Gene Expression Omnibus. We used linear regression and meta-analysis to screen and integrate the differentially expressed genes associated with BMPs in LDD. Genome-wide association studies (GWASs) of LDD were from FinnGen and UKBB. The expression quantitative trait loci (eQTLs) and DNA methylation quantitative trait loci from the blood were identified via the summary data-based Mendelian randomization (SMR) method, and the possible blood BMP genes and their regulatory elements associated with the risk of LDD were prioritized. Intestinal eQTLs and fecal microbial QTLs (mbQTLs) were integrated, and the potential interactions between BMP gene expression in host intestinal tissue and the gut microbiota were revealed through SMR and colocalization analysis. The GWAS catalog (GCST90246169) was used to validate SMR results.
A meta-analysis of five datasets revealed that 113 BMP genes were differentially expressed between LDD and control tissues. Seven genes were selected as candidate pathogenic genes of LDD via the three-step SMR method: , , , , , , and . SMR analysis also revealed five possible gut genes: , , , , and . The correlation between the gut microbiota and BMP gene expression in intestinal tissues was verified by eQTL-mbQTL colocalization.
This multi-omics study revealed that the BMP genes associated with LDD are regulated by DNA methylation. There are genetic differences between gut gene expression and the gut microbiota. These findings provide evidence for new therapeutic targets in the future.
腰椎间盘退变(LDD)是下腰痛中普遍存在的现象。许多不同的病因因素可能解释LDD的过程,如骨形态发生蛋白(BMPs)、DNA甲基化和肠道微生物群。直到最近,LDD过程的潜在机制仍不清楚。
从GeneCards数据库中提取BMP相关基因。LDD转录组数据集来自基因表达综合数据库。我们使用线性回归和荟萃分析来筛选和整合与LDD中BMP相关的差异表达基因。LDD的全基因组关联研究(GWAS)来自芬兰基因库和英国生物银行。通过基于汇总数据的孟德尔随机化(SMR)方法鉴定血液中的表达定量性状位点(eQTLs)和DNA甲基化定量性状位点,并对可能与LDD风险相关的血液BMP基因及其调控元件进行优先级排序。整合肠道eQTLs和粪便微生物QTLs(mbQTLs),并通过SMR和共定位分析揭示宿主肠道组织中BMP基因表达与肠道微生物群之间的潜在相互作用。使用GWAS目录(GCST90246169)验证SMR结果。
对五个数据集的荟萃分析显示,113个BMP基因在LDD组织和对照组织之间存在差异表达。通过三步SMR方法选择了七个基因作为LDD的候选致病基因: , , , , , ,和 。SMR分析还揭示了五个可能的肠道基因: , , , ,和 。通过eQTL-mbQTL共定位验证了肠道微生物群与肠道组织中BMP基因表达之间的相关性。
这项多组学研究表明,与LDD相关的BMP基因受DNA甲基化调控。肠道基因表达与肠道微生物群之间存在遗传差异。这些发现为未来新的治疗靶点提供了证据。