Genentech, Inc., South San Francisco, California, USA.
F. Hoffmann-La Roche Ltd, Basel, Switzerland.
Ann Clin Transl Neurol. 2022 Apr;9(4):444-453. doi: 10.1002/acn3.51524. Epub 2022 Mar 1.
To develop an age-adjustment model for neurofilament light chain (NfL), an emerging injury marker in patients with a range of neurologic conditions including multiple sclerosis (MS).
Serum and plasma samples were collected from a healthy donor (HD) cohort of 118 individuals aged 24 to 66 years, 90 patients with relapsing MS (RMS) and 22 patients with progressive MS (PMS). Serum and plasma samples were assessed for NfL using the SIMOA assay (Quanterix NfL Advantage Kit™). A log-linear model was used to evaluate the relationship between NfL and age and to calculate age-adjusted NfL levels.
Higher serum and plasma NfL levels were significantly associated with increasing HD age. Log-transformation of blood NfL levels reduced heteroscedasticity and skewness. A log-linear model enabled adjustment for age-related increase in serum and plasma NfL levels (2.3% [95% CI, 1.6-2.9] and 2.6% [95% CI, 1.3-3.3] per year, respectively). Following age adjustment, NfL did not show significant association with HD sex or ethnicity. While unadjusted serum NfL levels were elevated in patients with PMS (mean age 56 years) compared with those with RMS (mean age 37 years), age-adjusted NfL levels did not differ.
A log-linear, age adjustment model was developed to enable comparison of NfL levels across populations with different ages. While additional data and evidence are needed for patient-level adoption, this could be a valuable tool for interpreting NfL levels across a range of patient groups with neurologic conditions.
开发一种神经丝轻链(NfL)的年龄调整模型,这是一种在包括多发性硬化症(MS)在内的多种神经系统疾病患者中出现的新兴损伤标志物。
从年龄在 24 至 66 岁的 118 名健康供体(HD)队列中采集血清和血浆样本,90 名复发性 MS(RMS)患者和 22 名进展性 MS(PMS)患者。使用 SIMOA 测定法(Quanterix NfL Advantage KitTM)检测血清和血浆样本中的 NfL。对数线性模型用于评估 NfL 与年龄之间的关系,并计算年龄调整后的 NfL 水平。
血清和血浆 NfL 水平越高,与 HD 年龄的增加呈显著正相关。血液 NfL 水平的对数转换降低了异方差性和偏度。对数线性模型能够调整血清和血浆 NfL 水平随年龄增长的相关性(分别为每年 2.3%[95%CI,1.6-2.9]和 2.6%[95%CI,1.3-3.3])。年龄调整后,NfL 与 HD 的性别或种族无显著相关性。虽然未经年龄调整的 PMS 患者(平均年龄 56 岁)的血清 NfL 水平高于 RMS 患者(平均年龄 37 岁),但年龄调整后的 NfL 水平没有差异。
建立了对数线性的年龄调整模型,以实现不同年龄人群之间 NfL 水平的比较。虽然在患者层面上采用还需要更多的数据和证据,但这可能是解释具有神经系统疾病的一系列患者群体中 NfL 水平的有用工具。