Blood metabolomic profile in patients with type 2 diabetes mellitus with diabetic peripheral neuropathic pain

被引:0
|
作者
Kuo, Hung-Chou [1 ,2 ]
Lin, Chia-Ni [3 ,4 ]
Tsai, Sung-Sheng [2 ,5 ]
Chen, Chiung-Mei [1 ,2 ]
Lyu, Rong-Kuo [1 ,2 ]
Chu, Chun-Che [1 ,2 ]
Ro, Long-Sun [1 ,2 ]
Liao, Ming-Feng [1 ,2 ]
Chang, Hong-Shiu [1 ,2 ]
Weng, Yi-Ching [1 ,2 ]
Hwang, Jawl-Shan [2 ,5 ]
机构
[1] Chang Gung Mem Hosp, Linkou Med Ctr, Dept Neurol, Taoyuan, Taiwan
[2] Chang Gung Univ, Coll Med, Taoyuan, Taiwan
[3] Chang Gung Mem Hosp, Dept Lab Med, Taoyuan 33305, Taiwan
[4] Chang Gung Univ, Coll Med, Dept Med Biotechnol & Lab Sci, Taoyuan, Taiwan
[5] Chang Gung Mem Hosp, Linkou Med Ctr, Dept Internal Med, Div Endocrinol & Metab, Taoyuan, Taiwan
关键词
Diabetic peripheral neuropathic pain; Metabolomics; Type 2 diabetes mellitus; RISK-FACTORS; DEPRESSION; MECHANISMS; PHENOTYPE; SYMPTOMS;
D O I
10.1111/jdi.14355
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
AimsThis study aimed to identify metabolic markers for diabetic peripheral neuropathic pain (DPNP) in patients with type 2 diabetes mellitus (T2DM). Materials and MethodsBlood metabolite levels in the amino acid, biogenic amine, sphingomyelin, phosphatidylcholine (PC), carnitines, and hexose classes were analyzed in nondiabetic control (n = 27), T2DM without DPNP (n = 58), and T2DM with DPNP (n = 29) using liquid chromatography tandem mass spectrometry. Variable importance projection (VIP) evaluation by partial least squares discriminant analysis was performed on clinical parameters and metabolites. ResultsSixteen variables with VIP > 1.0 (P < 0.05) were identified across all patient groups, and 5 variables were identified to discriminate between the two T2DM groups. DPNP patients showed elevated fasting blood glucose, glutamate, PC aa C36:1, lysoPC a C18:1, and lysoPC a C18:2, while low-density lipoprotein cholesterol, phenylalanine, and tryptophan were reduced. Glutamate, lysoPC a C18:1, and lysoPC a C18:2 discriminated T2DM with DPNP from those without DPNP with an AUC of 0.671. The AUC was improved to 0.765 when ratios of metabolite pairs were considered. InterpretationBlood metabolites include glutamate, and phospholipid-related metabolites implicated in neuropathic pain may have the potential as biomarkers for DPNP. Further investigation is required to understand the mechanism of action of these altered metabolites in DPNP.
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页数:11
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