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酒精性和类固醇性股骨头坏死患者外周血的脂质代谢分析。

Lipid metabolism analysis for peripheral blood in patients with alcoholinduced and steroidinduced osteonecrosis of the femoral head.

机构信息

Department of Clinical Laboratory, Honghui Hospital, Xi'an Jiaotong University, Xi'an 710054.

Xi'an Key Laboratory of Stem Cell and Regenerative Medicine, Institute of Medical Research, Northwestern Polytechnical University, Xi'an 710072, China.

出版信息

Zhong Nan Da Xue Xue Bao Yi Xue Ban. 2022 Jul 28;47(7):872-880. doi: 10.11817/j.issn.1672-7347.2022.210567.

Abstract

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 (=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, <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, <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--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.

摘要

目的

股骨头坏死(ONFH),又称股骨头血管性坏死,大多数患者与脂代谢紊乱有关。本研究旨在探讨不同亚型ONFH 的脂代谢谱。

方法

研究对象分为酒精性股骨头坏死(AONFH)组、激素性股骨头坏死(SONFH)组和正常对照组(每组分别为 16、29 和 32 例)。采用超高效液相色谱-质谱/质谱(UPLC-MS/MS)检测受试者外周血样本的脂质组学分析,并鉴定潜在的生物标志物。对样品进行预处理,采用偏最小二乘判别分析(PLS-DA),计算变量重要性投影(VIP)值,以测量每个脂质代谢物的表达模式,并观察每个脂质代谢物的表达模式对不同组分类和区分的影响和解释能力。筛选各组中具有倍数变化(FC)>2、<0.05 和 VIP>1 的脂质代谢物作为差异脂质。其中,在 AONFH 组和 SONFH 组中共同存在的差异脂质被认为是 ONFH 的共同差异脂质,而单独存在的差异脂质被认为是 AONFH 组或 SONFH 组的特异性差异脂质。基于受试者工作特征(ROC)曲线分析,利用二元逻辑回归评估差异脂质代谢物的诊断价值。基于疾病分期信息,在 AONFH 组和 SONFH 组中分析差异脂质与疾病分期的相关性。

结果

本研究在每个血浆样本中检测到 1 358 种脂质代谢物。与 NC 组相比,AONFH 组和 SONFH 组的脂代谢谱表达模式存在显著差异。AONFH 组和 SONFH 组分别筛选出 62 种和 64 种差异脂质代谢物(FC>2、<0.05、VIP>1),这些差异脂质主要在疾病样本中上调。进一步鉴定出 9 种差异脂质代谢物,它们在 AONFH 组和 SONFH 组中共同存在;6 种脂质成分的曲线下面积(AUC)大于 0.7,包括 1-肉豆蔻酰基-2-二十二碳六烯酰基-sn-甘油-3-磷酸胆碱、次黄嘌呤、血清素、PE(19:0/22:5)、PE(19:0/22:5)和胆甾-5-烯-3-β--D-吡喃葡萄糖醛酸。在 AONFH 组中鉴定出 53 种特异性差异脂质代谢物,在 SONFH 组中鉴定出 55 种特异性差异脂质代谢物。6 种脂质成分的 AUC 大于 0.9,包括 1D-肌醇 1,2-环磷酸、L-焦谷氨酸、DL-肉碱、8-氨基-7-氧代壬酸、氯倍他索和前鲨烯二磷酸。在 AONFH 组中,有 9 种与疾病阶段相关的差异脂质代谢物,包括 LPG 18:1、血清素、PC(22:4e/23:0)、PC(19:2/18:5)、次黄嘌呤、PE(18:1/20:3)、LPE 18:1、1-硬脂酰基-2-花生四烯酰基-sn-甘油和 PE(16:0/18:1);随着 AONFH 疾病从 I/II 期进展到 III/IV 期,这 9 种差异脂质代谢物的相对含量增加。在 SONFH 组中,发现 8 种与疾病阶段相关的差异脂质代谢物,包括 TM6076000、4-(1,1-二甲基丙基)苯酚、D-617、菖蒲烯酮、苯丙氨酰谷氨酰胺-OH、肌酸、亮脯氨酸和 8-氨基-7-氧代壬酸;随着 SONFH 从 I/II 期进展到 III/IV 期,这 8 种差异脂质代谢物的含量逐渐增加。

结论

本研究分析了 AONFH 和 SONFH 患者血浆脂代谢谱的特征,并鉴定了与疾病诊断和评估相关的差异脂质代谢物。这些结果为探索脂质代谢变化和挖掘新型 ONFH 脂质生物标志物提供了证据。

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