Objectives: Osteonecrosis of the femoral head (ONFH), also known as vascular necrosis of the femoral head, is combined with lipid metabolism disorders in most patients. This study aims to explore the lipid metabolism profiles in different subtypes of ONFH.
Methods: The subjects were divided into an alcohol-induced osteonecrosis of the femoral head (AONFH) group, a steroid-induced osteonecrosis of the femoral head (SONFH) group, and a normal control (NC) group (n=16, 29, and 32, respectively). Ultra-performance liquid chromatography-mass spectrometry/mass spectrometry (UPLC-MS/MS) was used to detect the lipidomics analysis in the peripheral blood samples of subjects and identify the underlying biomarkers. The samples were preprocessed, the partial least squares discriminant analysis (PLS-DA) was adopted, and the variable importance for the projection (VIP) values were calculated to measure the expression pattern of each lipid metabolite and observe the influence and explanatory power of the expression pattern of each lipid metabolite on the classification and discrimination between the different groups. The lipid metabolites with fold change (FC)>2, P<0.05 and VIP>1 in the different groups were screened as differential lipids. Among them, the differential lipids co-existing in the AONFH group and the SONFH group were regarded as common differential lipids for ONFH, and the differential lipids that exist separately were regarded as specific differential lipids in the AONFH group or the SONFH group. Binary logistic regression was used to evaluate the diagnostic value of differential lipid metabolites on the basis of the receiver operator characteristic (ROC) curve analysis. Based on the disease stage information, the correlation between the differential lipids and the disease stage was analyzed in the AONFH group and the SONFH group.
Results: In this study, 1 358 lipid metabolites were detected in each plasma sample. Compared with the NC group, there were significant difference in the expression patterns of lipid metabolism profiles in the AONFH group and the SONFH group. A total of 62 and 64 differential lipid metabolites were screened in the AONFH and SONFH patients (FC>2, P<0.05, VIP>1) respectively, and these differential lipids were mainly up-regulated in the disease samples. Nine differential lipid metabolites were further identified, which were shared by the AONFH group and the SONFH group; the area under the curve (AUC) in 6 kinds of lipid components was greater than 0.7, including 1-myristoyl-2-docosahexaenoyl-sn-glycero-3-phosphocholine, hypoxanthin, serotonin, PE (19:0/22:5), PE (19:0/22:5), and cholest-5-en-3-yl beta-D-glucopyranosiduronic acid. Fifty-three specific differential lipid metabolites were identified in the AONFH group, and 55 specific differential lipid metabolites were identified in the SONFH group. The AUC in 6 kinds of lipid components was greater than 0.9, including 1D-myo-Inositol 1,2-cyclic phosphate, L-pyroglutamic acid, DL-carnitine, 8-amino-7-oxononanoic acid, Clobetasol, and presqualene diphosphate. In the AONFH group, there were 9 differential lipid metabolites related to the disease stages, including LPG 18:1, serotonin, PC (22:4e/23:0), PC (19:2/18:5), hypoxanthin, PE (18:1/20:3), LPE 18:1, 1-stearoyl-2-arachidonoyl-sn-glycerol, and PE (16:0/18:1); with AONFH disease progresses from I/II stages to III/IV stages, the relative content of these 9 differential lipid metabolites was increased. In the SONFH group, 8 differential lipid metabolites were found to be related to the stage of the disease, including TM6076000, 4-(1,1-dimethylpropyl)phenol, D-617, asarone, phenylac-gln-OH, creatine, leu-pro, and 8-amino-7-oxononanoic acid; and with the SONFH progressed from stage I/II to stage III/IV, the content of these 8 differential lipid metabolites were gradually increased.
Conclusions: This study analyzes the characteristics of the plasma lipid metabolism profile in the AONFH and SONFH patients, and which identifies the differential lipid metabolites related to disease diagnosis and evaluation. These results provide evidence for exploring lipid metabolism alterations and the mining of novel lipid biomarkers for the ONFH.
目的: 股骨头坏死(osteonecrosis of the femoral head,ONFH)又被称为股骨头缺血性坏死,多数患者并发脂肪代谢紊乱。本研究探讨不同亚型的ONFH的脂代谢表达谱模式。方法: 将受试者分为酒精性股骨头坏死(alcohol-induced osteonecrosis of the femoral head,AONFH)组(n=16)、激素性股骨头坏死(steroid-induced osteonecrosis of the femoral head,SONFH)组(n=29)、正常对照(normal control,NC)组(n=32)。运用超高效液相色谱-质谱/质谱串联(ultra high performance liquid chromatography-mass spectrometry/mass spectrometry tandem apparatus,UPLC-MS/MS)技术对受试者的外周血标本进行脂质代谢物的检测,鉴定疾病潜在的生物标志物。对代谢物表达谱进行预处理,再通过偏最小二乘法判别分析(partial least squares discriminant analysis,PLS⁃DA)计算变量投影重要度(variable importance for the projection,VIP)来衡量各脂质代谢物的表达模式对各组样本分类判别的影响强度和解释能力。筛选出不同组间倍数改变(fold change,FC)>2、P<0.05且VIP>1的脂质代谢物作为差异脂质物。其中,AONFH组和SONFH组中共同存在的差异脂质物被视为ONFH的共有差异脂质物,单独存在的差异脂质物被视为AONFH组或SONFH组的特异性差异脂质物。在差异脂质物的受试者操作特征(receiver operator characteristic,ROC)曲线分析的基础上,采用二元logistic 回归评价差异脂质物对疾病的诊断价值。依据AONFH组和SONFH组患者的疾病分期信息,分析差异脂质物与疾病分期之间的相关性。结果: 在血浆样本中共检测到1 358种脂质代谢物。与NC组相比,AONFH组和SONFH组脂质代谢谱表达模式均有显著差异。分别在AONFH组和SONFH组患者外周血中筛选出62和64种差异脂质物 (FC>2,P<0.05,VIP>1),且均以上调为主。进一步鉴定出AONFH组和SONFH组共有的差异脂质物有9种,AONFH组有6种脂质物的ROC曲线下面积大于0.7,它们分别为1-myristoyl-2-docosahexaenoyl-sn-glycero-3-phosphocholine、次黄嘌呤(hypoxanthin)、血清素(serotonin)、PE(19:0/22:5)、PE(19:0/22:5)、cholest-5-en-3-yl beta-D-glucopyranosiduronic acid;AONFH组鉴定出特异性差异脂质物53种。SONFH组鉴定出特异性差异脂质物55种,SONFH组有6种脂质物的曲线下面积大于0.9,分别为1D-myo-Inositol 1,2-cyclic phosphate、L-pyroglutamic acid、DL-carnitine、8-amino-7-oxononanoic acid、Clobetasol和presqualene diphosphate。AONFH组中有9种差异脂质代谢物与疾病分期有关,分别为LPG 18:1、serotonin、PC (22:4e/23:0)、PC (19:2/18:5)、hypoxanthin、PE(18:1/20:3)、LPE 18:1、1-stearoyl-2-arachidonoyl-sn-glycerol、PE(16:0/18:1);随着AONFH疾病分期由I/II期向III/IV期进展,该9种差异脂质物含量呈升高趋势。SONFH组中有8种差异脂质代谢物与疾病分期有关,分别为TM6076000、4-(1,1-dimethylpropyl)phenol、D-617、asarone、phenylac-gln-OH、肌酸(creatine)、leu-pro、8-amino-7-oxononanoic acid;随着SONFH疾病分期由I/II期向III/IV期进展,该8种差异脂质物含量逐渐升高。结论: 本研究分析了临床工作中常见AONFH和SONFH患者的血浆脂质表达谱特征,鉴定出了与疾病诊断及病情评估有关的差异脂质物,为探索ONFH的脂质代谢变化和挖掘新型敏感性、特异性生物标志物提供了依据。.
Keywords: ARCO stage; alcohol-induced osteonecrosis of the femoral head; biomarker; lipidomics; steroid-induced osteonecrosis of the femoral head.