Biomarkers identification by a combined clinical and metabonomics analysis in Henoch-Schonlein purpura nephritis children

被引:19
|
作者
Sun, Lin [1 ]
Xie, Biao [1 ]
Zhang, Qiuju [1 ]
Wang, Yupeng [1 ]
Wang, Xinyu [1 ]
Gao, Bing [1 ]
Liu, Meina [1 ]
Wang, Maoqing [2 ]
机构
[1] Harbin Med Univ, Publ Hlth Coll, Dept Epidemiol & Biostat, Harbin, Heilongjiang, Peoples R China
[2] Harbin Med Univ, Publ Hlth Coll, Dept Nutr & Food Hyg, Harbin, Heilongjiang, Peoples R China
关键词
HSP; HSPN; biomarkers; metabonomics; clinical; FURAN DICARBOXYLIC-ACID; IGA NEPHROPATHY; 9-HYDROXYOCTADECADIENOIC ACID; ARACHIDONIC-ACID; FATTY-ACIDS; PPAR-GAMMA; METABOLISM; CLASSIFICATION; EXPRESSION; DISEASE;
D O I
10.18632/oncotarget.23207
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: In children with Henoch-Schonlein purpura (HSP), the severity of Henoch-Schonlein purpura nephritis (HSPN) is considered responsible for the prognosis of HSP. The pathological process from HSP to HSPN is not clear yet and current diagnostic tools have shortcomings in accurate diagnosis of HSPN. This study aims to assess clinical characteristics of HSP and HSPN, to identify metabolic perturbations involved in HSP progress, and to combine metabolic biomarkers and clinical features into a better prediction for HSPN. Methods: A total of 162 children were recruited, including 109 HSP patients and 53 healthy children (HC). The clinical characteristics were compared between HSPN and HSP without nephritis (HSPWN). The serum metabonomics analysis was performed to determine the metabolic differences in HSP and HC. Results: Among 109 HSP children, 57 progressed to HSPN. The increased D-dimer level was significantly associated with renal damage in HSP. The metabonomic profiles revealed alterations between various subgroups of HSP and HC, making it possible to investigate small-molecule metabolites related to the pathological process of HSP. In total, we identified 9 biomarkers for HSP vs. HC, 7 for HSPWN vs. HC, 9 for HSPN vs. HC, and 3 for HSPN vs. HSPWN. Conclusions: (S)-3-hydroxyisobutyric acid, p-Cresol sulfate, and 3-carboxy-4-methyl-5-pentyl-2-furanpropanoic acid were found associated with the progress of HSP to HSPN. Moreover, resulting biomarkers, when combined with D-dimer, allowed improving the HSPN prediction with high sensitivity (94.7%) and specificity (80.8%). Together these findings highlighted the strength of the combination of metabonomics and clinical analysis in the research of HSP.
引用
收藏
页码:114239 / 114250
页数:12
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