Wang Yaobin, Xiao Hefang, Chen Yi, Sheng Xiaoyun, Feng Zhiwei, Peng Bo, Liu Zhongcheng, Zhan Hongwei, Xiang Dejian, Zhang Chengjun, Xia Yayi, Geng Bin
Department of Orthopaedics, Lanzhou University Second Hospital, Lanzhou, Gansu, 730030, China.
Orthopaedic Clinical Research Center of Gansu Province, Lanzhou, Gansu, 730030, China.
Heliyon. 2024 Aug 19;10(17):e36570. doi: 10.1016/j.heliyon.2024.e36570. eCollection 2024 Sep 15.
This study explores the role of disulfidptosis in monocytes and its relation to postmenopausal osteoporosis (PMOP). Using single-cell RNA sequencing and microarray assays, we identified key genes: LONRF1, ACAP2, IPO9, and PGRMC2. Through differential analysis, Weighted Gene Co-expression Network Analysis (WGCNA), and machine learning, these genes were linked to PMOP. Functional enrichment and ROC curve analysis demonstrated their effectiveness in distinguishing postmenopausal fracture patients from healthy individuals. Notably, PGRMC2 exhibited significant expression differences, highlighted by a notable Area Under the Curve (AUC) value of 0.665. Further investigation involved Western blotting and immunohistochemical assays, revealing decreased PGRMC2 expression in ovariectomized (OVX) mice. This decrease was consistent across both experimental methods, emphasizing PGRMC2's role in PMOP. Moreover, PGRMC2 was predominantly present in macrophages compared to monocytes within bone tissue and was significantly located in bone marrow mesenchymal stem cells (BM-MSCs) in PMOP patients. It was also abundantly found in osteoblasts and adipocytes. Additionally, a Mendelian randomization analysis using the TwoSampleMR R package, with data from decode and GWAS databases, was conducted. This analysis showed a significant impact of PGRMC2 on osteoporosis risk (p = 0.0048, OR = 0.6836), suggesting a potential protective effect against the disease. Our results suggest that PGRMC2 may facilitate the differentiation of monocytes into macrophages in bone tissue, influencing the behavior of BM-MSCs. This, in turn, could impact the progression and severity of PMOP. The study provides new insights into the molecular mechanisms underlying postmenopausal osteoporosis and highlights the potential of PGRMC2 as a therapeutic target or biomarker for this condition.
本研究探讨了二硫化物诱导细胞程序性死亡在单核细胞中的作用及其与绝经后骨质疏松症(PMOP)的关系。通过单细胞RNA测序和微阵列分析,我们鉴定出关键基因:LONRF1、ACAP2、IPO9和PGRMC2。通过差异分析、加权基因共表达网络分析(WGCNA)和机器学习,这些基因与PMOP相关联。功能富集和ROC曲线分析表明它们在区分绝经后骨折患者和健康个体方面具有有效性。值得注意的是,PGRMC2表现出显著的表达差异,曲线下面积(AUC)值为0.665,十分显著。进一步的研究包括蛋白质免疫印迹和免疫组织化学分析,结果显示去卵巢(OVX)小鼠中PGRMC2表达降低。两种实验方法的结果一致,强调了PGRMC2在PMOP中的作用。此外,与骨组织中的单核细胞相比,PGRMC2主要存在于巨噬细胞中,并且在PMOP患者的骨髓间充质干细胞(BM-MSC)中显著定位。它在成骨细胞和脂肪细胞中也大量存在。此外,使用TwoSampleMR R包进行了孟德尔随机化分析,数据来自decode和GWAS数据库。该分析表明PGRMC2对骨质疏松症风险有显著影响(p = 0.0048,OR = 0.6836),表明其对该疾病可能具有保护作用。我们的结果表明,PGRMC2可能促进骨组织中单核细胞向巨噬细胞的分化,影响BM-MSC的行为。这反过来可能影响PMOP的进展和严重程度。该研究为绝经后骨质疏松症的分子机制提供了新的见解,并突出了PGRMC2作为这种疾病的治疗靶点或生物标志物的潜力。