Neuropsychiatry, The Royal Melbourne Hospital, Melbourne, VIC, Australia.
Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne, Melbourne, VIC, Australia.
Aust N Z J Psychiatry. 2024 Jan;58(1):70-81. doi: 10.1177/00048674231187312. Epub 2023 Jul 21.
Blood biomarkers of neuronal injury such as neurofilament light (NfL) show promise to improve diagnosis of neurodegenerative disorders and distinguish neurodegenerative from primary psychiatric disorders (PPD). This study investigated the diagnostic utility of plasma NfL to differentiate behavioural variant frontotemporal dementia (bvFTD, a neurodegenerative disorder commonly misdiagnosed initially as PPD), from PPD, and performance of large normative/reference data sets and models.
Plasma NfL was analysed in major depressive disorder (MDD, = 42), bipolar affective disorder (BPAD, = 121), treatment-resistant schizophrenia (TRS, = 82), bvFTD ( = 22), and compared to the reference cohort (Control Group 2, = 1926, using GAMLSS modelling), and age-matched controls (Control Group 1, = 96, using general linear models).
Large differences were seen between bvFTD (mean NfL 34.9 pg/mL) and all PPDs and controls (all < 11 pg/mL). NfL distinguished bvFTD from PPD with high accuracy, sensitivity (86%), and specificity (88%). GAMLSS models using reference Control Group 2 facilitated precision interpretation of individual levels, while performing equally to or outperforming models using local controls. Slightly higher NfL levels were found in BPAD, compared to controls and TRS.
This study adds further evidence on the diagnostic utility of NfL to distinguish bvFTD from PPD of high clinical relevance to a bvFTD differential diagnosis, and includes the largest cohort of BPAD to date. Using large reference cohorts, GAMLSS modelling and the interactive Internet-based application we developed, may have important implications for future research and clinical translation. Studies are underway investigating utility of plasma NfL in diverse neurodegenerative and primary psychiatric conditions in real-world clinical settings.
神经元损伤的血液生物标志物,如神经丝轻链(NfL),有望改善神经退行性疾病的诊断,并区分神经退行性疾病与原发性精神疾病(PPD)。本研究旨在探讨血浆 NfL 区分行为变异型额颞叶痴呆(bvFTD,一种常被误诊为 PPD 的神经退行性疾病)与 PPD 的诊断效用,并评估大型参考数据和模型的性能。
分析了重度抑郁症(MDD,n=42)、双相情感障碍(BPAD,n=121)、抗精神病药物治疗抵抗性精神分裂症(TRS,n=82)、bvFTD(n=22)患者的血浆 NfL,并与参考队列(第二对照组,n=1926,使用 GAMLSS 模型)和年龄匹配的对照组(第一对照组,n=96,使用一般线性模型)进行比较。
与所有 PPD 和对照组(均 < 11 pg/mL)相比,bvFTD 的 NfL 水平存在显著差异(平均 NfL 34.9 pg/mL)。NfL 能够以高准确性、敏感性(86%)和特异性(88%)区分 bvFTD 与 PPD。使用第二对照组的 GAMLSS 模型有助于精确解释个体水平,且与使用本地对照组的模型表现相当或更好。与对照组和 TRS 相比,BPAD 患者的 NfL 水平略高。
本研究进一步证明了 NfL 区分 bvFTD 与 PPD 的诊断效用,这对 bvFTD 的鉴别诊断具有重要的临床意义,并包含了迄今为止最大的 BPAD 队列。使用大型参考队列、GAMLSS 模型和我们开发的交互式互联网应用程序,可能对未来的研究和临床转化具有重要意义。目前正在进行研究,以评估血浆 NfL 在现实临床环境中各种神经退行性和原发性精神疾病中的效用。