Kids Neuroscience Centre, The Children's Hospital at Westmead, Faculty of Medicine and Health, University of Sydney, NSW, Australia; Department of Biochemistry, The Children's Hospital at Westmead, NSW, Australia.
Kids Neuroscience Centre, The Children's Hospital at Westmead, Faculty of Medicine and Health, University of Sydney, NSW, Australia; Khoo Teck Puat-National University Children's Medical Institute, National University Health System, Singapore, Singapore.
EBioMedicine. 2022 Mar;77:103917. doi: 10.1016/j.ebiom.2022.103917. Epub 2022 Mar 10.
Neuroinflammatory diseases such as encephalitis, meningitis, multiple sclerosis and other neurological diseases with inflammatory components, have demonstrated a need for diagnostic biomarkers to define treatable and reversible neuroinflammation. The development and clinical validation of a targeted translational inflammation panel using liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) could provide early diagnosis, rapid treatment and insights into neuroinflammatory mechanisms.
An inflammation panel of 13 metabolites (neopterin, tryptophan, kynurenine, kynurenic acid, 3-hydroxykynurenine, xanthurenic acid, anthranilic acid, 3-hydroxyanthranilic acid, quinolinic acid, picolinic acid, arginine, citrulline and methylhistamine) was measured based on a simple precipitation and filtration method using minimal CSF volume. The chromatographic separation was achieved using the Acquity UPLC BEH C18 column in combination with a gradient elution within a 12-min time frame. Acute encephalitis (n=10; myelin oligodendrocyte glycoprotein encephalitis n=3, anti-N-methyl-D-aspartate encephalitis n=2, acute disseminated encephalomyelitis n=2, herpes simplex encephalitis n=1, enteroviral encephalitis n=1) and frequency-matched non-inflammatory neurological disease controls (n=10) were examined.
The method exhibited good sensitivity as the limits of quantification ranged between 0.75 and 3.00 ng mL, good linearity (r > 0.99), acceptable matrix effects (<± 19.4%) and high recoveries (89.8-109.1 %). There were no interferences observed from common endogenous CSF metabolites, no carryover and concordance with well-established clinical methods. The accuracy and precision for all analytes were within tolerances, at <± 15 mean relative error and < 15 % coefficient of variation respectively. All analytes in matrix-matched pooled human CSF calibrators and human CSF extracts were stable for 24 h after extraction and two freeze-thaw cycles.
The method was successfully applied to a pilot study investigating acute brain inflammation case-control groups. Statistical discrimination between encephalitis (n=10) and control groups (n=10) was achieved using orthogonal partial least squares discriminant analysis and heatmap cluster analysis. Statistical analysis of the measured metabolites identified significant alterations of seven metabolites in the tryptophan-kynurenine pathway (tryptophan, kynurenine, kynurenic acid, 3-hydroxykynurenine, anthranilic acid, 3-hydroxyanthranilic acid, quinolinic acid), arginine and neopterin in presence of acute neuroinflammation. Furthermore, elevated ratios of CSF kynurenine/tryptophan ratio, quinolinic acid/kynurenic acid and anthranilic acid/3-hydroxyanthranilic acid provided strong discriminative power for neuroinflammatory conditions. Studies of large groups of neurological diseases are required to explore the sensitivity and specificity of the inflammation panel.
Financial support for the study was granted by Dale NHMRC Investigator grant APP1193648, Petre Foundation, Cerebral Palsy Alliance and Department of Biochemistry at the Children's Hospital at Westmead.
神经炎症性疾病,如脑炎、脑膜炎、多发性硬化症和其他具有炎症成分的神经系统疾病,已经证明需要诊断生物标志物来定义可治疗和可逆转的神经炎症。使用液相色谱-串联质谱(LC-MS/MS)开发和临床验证靶向转化炎症谱,可以提供早期诊断、快速治疗和神经炎症机制的见解。
使用基于最小 CSF 量的简单沉淀和过滤方法,测量了 13 种代谢物(新蝶呤、色氨酸、犬尿氨酸、犬尿氨酸酸、3-羟基犬尿氨酸、黄尿酸、邻氨基苯甲酸、3-羟基邻氨基苯甲酸、喹啉酸、吡啶甲酸、精氨酸、瓜氨酸和甲基组氨酸)的炎症谱。使用 Acquity UPLC BEH C18 柱在 12 分钟的时间框架内实现色谱分离,采用梯度洗脱。急性脑炎(n=10;髓鞘少突胶质细胞糖蛋白脑炎 n=3,抗 N-甲基-D-天冬氨酸脑炎 n=2,急性播散性脑脊髓炎 n=2,单纯疱疹脑炎 n=1,肠道病毒性脑炎 n=1)和频率匹配的非炎症性神经疾病对照组(n=10)进行了检查。
该方法表现出良好的灵敏度,因为定量下限范围在 0.75 至 3.00ng/mL 之间,具有良好的线性(r>0.99),可接受的基质效应(<±19.4%)和高回收率(89.8-109.1%)。从常见的内源性 CSF 代谢物中没有观察到干扰,没有交叉干扰,与成熟的临床方法一致。所有分析物的准确性和精密度均在允许范围内,分别为<±15%平均相对误差和<15%变异系数。在提取后 24 小时和两次冻融循环后,基质匹配的人 CSF 校准品和人 CSF 提取物中的所有分析物均稳定。
该方法成功应用于一项急性脑炎症病例对照研究。使用正交偏最小二乘判别分析和热图聚类分析对脑炎(n=10)和对照组(n=10)进行了统计学区分。对测定代谢物的统计学分析确定了在急性神经炎症存在时,色氨酸-犬尿氨酸途径(色氨酸、犬尿氨酸、犬尿氨酸酸、3-羟基犬尿氨酸、邻氨基苯甲酸、3-羟基邻氨基苯甲酸、喹啉酸)、精氨酸和新蝶呤中七种代谢物的显著变化。此外,CSF 犬尿氨酸/色氨酸比值、喹啉酸/犬尿氨酸酸和邻氨基苯甲酸/3-羟基邻氨基苯甲酸比值的升高提供了对神经炎症状况的强判别能力。需要对更大的神经疾病组进行研究,以探索炎症谱的灵敏度和特异性。
该研究得到了 Dale NHMRC 研究员资助(APP1193648)、Petre 基金会、脑瘫联盟和西悉尼儿童医院生物化学系的资助。