Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119074, Singapore.
Cardiovascular and Metabolic Disorders Programme, Duke-NUS Graduate Medical School, Singapore 169857, Singapore.
Int J Mol Sci. 2023 Jan 23;24(3):2231. doi: 10.3390/ijms24032231.
Major depressive disorder (MDD) is a highly prevalent and disabling condition with a high disease burden. There are currently no validated biomarkers for the diagnosis and treatment of MDD. This study assessed serum amino acid metabolite changes between MDD patients and healthy controls (HCs) and their association with disease severity and diagnostic utility. In total, 70 MDD patients and 70 HCs matched in age, gender, and ethnicity were recruited for the study. For amino acid profiling, serum samples were analysed and quantified by liquid chromatography-mass spectrometry (LC-MS). Receiver-operating characteristic (ROC) curves were used to classify putative candidate biomarkers. MDD patients had significantly higher serum levels of glutamic acid, aspartic acid and glycine but lower levels of 3-Hydroxykynurenine; glutamic acid and phenylalanine levels also correlated with depression severity. Combining these four metabolites allowed for accurate discrimination of MDD patients and HCs, with 65.7% of depressed patients and 62.9% of HCs correctly classified. Glutamic acid, aspartic acid, glycine and 3-Hydroxykynurenine may serve as potential diagnostic biomarkers, whereas glutamic acid and phenylalanine may be markers for depression severity. To elucidate the association between these indicators and clinical features, it is necessary to conduct additional studies with larger sample sizes that involve a spectrum of depressive symptomatology.
重度抑郁症(MDD)是一种高患病率和致残性疾病,疾病负担很高。目前尚无用于 MDD 诊断和治疗的经过验证的生物标志物。本研究评估了 MDD 患者与健康对照(HCs)之间的血清氨基酸代谢物变化及其与疾病严重程度和诊断效用的关系。共有 70 名 MDD 患者和 70 名年龄、性别和种族匹配的 HCs 被招募参加这项研究。为了进行氨基酸分析,使用液相色谱-质谱法(LC-MS)对血清样本进行分析和定量。接收者操作特性(ROC)曲线用于分类候选生物标志物。MDD 患者的血清谷氨酸、天冬氨酸和甘氨酸水平显著升高,而 3-羟基犬尿氨酸水平降低;谷氨酸和苯丙氨酸水平也与抑郁严重程度相关。结合这四种代谢物,可以准确地区分 MDD 患者和 HCs,其中 65.7%的抑郁患者和 62.9%的 HCs得到正确分类。谷氨酸、天冬氨酸、甘氨酸和 3-羟基犬尿氨酸可能是潜在的诊断生物标志物,而谷氨酸和苯丙氨酸可能是抑郁严重程度的标志物。为了阐明这些指标与临床特征之间的关系,有必要进行更多的研究,这些研究需要更大的样本量,并涵盖一系列的抑郁症状。