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Kou W, Li S, Yan R, Zhang J, Wan Z, Feng T. Cerebrospinal fluid and blood neurofilament light chain in Parkinson's disease and atypical parkinsonian syndromes: a systematic review and Bayesian network meta-analysis. J Neurol 2025; 272:311. [PMID: 40180649 DOI: 10.1007/s00415-025-13051-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Revised: 03/14/2025] [Accepted: 03/18/2025] [Indexed: 04/05/2025]
Abstract
BACKGROUND AND OBJECTIVE The value of neurofilament light chain (NfL) levels as a biomarker for the diagnosis and differential diagnosis in patients with Parkinson's disease (PD) and atypical parkinsonian syndromes (APS) remains controversial. Furthermore, few studies have directly compared NfL levels among specific APS categories. This study aimed to compare cerebrospinal fluid (CSF) and blood NfL levels among PD, APS, other PD-related disorders, and controls, as well as rank NfL levels across these groups. METHODS PubMed, Embase, Web of Science, and the Cochrane Library were searched from the inception up to November 1st, 2024, to identify eligible studies reporting CSF or blood NfL concentrations in PD, PD dementia (PDD), multiple system atrophy (MSA), progressive supranuclear palsy (PSP), dementia with Lewy bodies (DLB), corticobasal syndrome (CBS), vascular parkinsonism (VP), essential tremor (ET), idiopathic rapid eye movement sleep behavior disorder (iRBD), and controls. The Bayesian approach was utilized to estimate the standardized mean difference (SMD) and the associated 95% credible intervals (CrIs) of NfL levels. The surface under the cumulative ranking curve (SUCRA) was employed to evaluate the ranking probabilities of NfL levels. Subgroup analysis and meta-regression were conducted to explore the sources of heterogeneity. RESULTS The present network meta-analysis (NMA) included 78 studies with 13,120 participants (4050 controls, 5021 PD, 191 PDD, 1173 MSA, 887 PSP, 1254 DLB, 319 CBS, 160 ET, 65 iRBD, and 0 VP). Of these, the NMA of CSF NfL included 34 studies with 6,013 participants, while the NMA of blood NfL included 49 studies with 7,787 participants. Both CSF and blood NfL levels were significantly elevated in patients with PD and APS compared to controls. Compared to PD patients, CSF NfL levels were significantly elevated in MSA (SMD 1.85; 95% CrI 1.55-2.15), CBS (1.42; 1.08-1.75), PSP (1.35; 1.06-1.64), and DLB 0.52; 0.20-0.85) patients. Similarly, blood NfL levels were significantly higher in patients with MSA (1.36; 1.02-1.71), PDD (1.19; 0.65-1.72), PSP (1.15; 0.77-1.54), CBS (0.92; 0.11-1.72), and DLB (0.63; 0.14-1.12) compared to PD. Among APS, CSF NfL levels in MSA patients were significantly higher than those in PSP, DLB, and CBS patients, while blood NfL levels in MSA patients were significantly higher only compared to DLB. In both CSF and blood NfL, MSA patients exhibited the highest probability of ranking first for NfL level elevations (CSF: SUCRA = 0.998; blood: SUCRA = 0.925). Age significantly influenced the SMD of the comparison between MSA and PD in CSF NfL (β = -0.15; p = 0.016). CONCLUSIONS CSF and blood NfL levels in PD and APS are higher than those in controls, and all APS categories show higher levels than PD, suggesting that NfL levels may serve as a potential biomarker for the differential diagnosis between PD and APS. However, caution is warranted when using NfL as a diagnostic biomarker for PD. Significant differences in NfL levels are also observed between certain APS categories. Patients with MSA exhibit the highest NfL levels among PD and related disorders.
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Affiliation(s)
- Wenyi Kou
- Center for Movement Disorders, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Siming Li
- Center for Movement Disorders, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Rui Yan
- Center for Movement Disorders, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Junjiao Zhang
- Center for Movement Disorders, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Zhirong Wan
- Department of Neurology, Aerospace Center Hospital, Beijing, 100049, People's Republic of China.
| | - Tao Feng
- Center for Movement Disorders, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
- China National Clinical Research Center for Neurological Diseases, Beijing, China.
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Zhu Y, Wang F, Ning P, Zhu Y, Zhang L, Li K, Liu B, Ren H, Xu Z, Pang A, Yang X. Multimodal neuroimaging-based prediction of Parkinson's disease with mild cognitive impairment using machine learning technique. NPJ Parkinsons Dis 2024; 10:218. [PMID: 39528560 PMCID: PMC11555067 DOI: 10.1038/s41531-024-00828-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
This study aimed to identify potential markers that can predict Parkinson's disease with mild cognitive impairment (PDMCI). We retrospectively collected general demographic data, clinically relevant scales, plasma samples, and neuroimaging data (T1-weighted magnetic resonance imaging (MRI) data as well as resting-state functional MRI [Rs-fMRI] data) from 173 individuals. Subsequently, based on the aforementioned multimodal indices, a support vector machine was employed to investigate the machine learning (ML) classification of PD patients with normal cognition (PDNC) and PDMCI. The performance of 29 classifiers was assessed based on various combinations of indicators. Results demonstrated that the optimal classifier in the validation set was composed by clinical + Rs-fMRI+ neurofilament light chain, exhibiting a mean Accuracy of 0.762, a mean area under curve of 0.840, a mean sensitivity of 0.745, along with a mean specificity of 0.783. The ML algorithm based on multimodal data demonstrated enhanced discriminative ability between PDNC and PDMCI patients.
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Affiliation(s)
- Yongyun Zhu
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Fang Wang
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Pingping Ning
- Department of Geriatric Neurology, Shaanxi Provincial People's Hospital, Xi'an, Shanxi, China
| | - Yangfan Zhu
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Lingfeng Zhang
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Kelu Li
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Bin Liu
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Hui Ren
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Zhong Xu
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China
| | - Ailan Pang
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
| | - Xinglong Yang
- Department of Neurology, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.
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Qi WY, Sun Y, Guo Y, Tan L. Associations of sleep disorders with serum neurofilament light chain levels in Parkinson's disease. BMC Neurol 2024; 24:147. [PMID: 38693483 PMCID: PMC11061948 DOI: 10.1186/s12883-024-03642-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/16/2024] [Indexed: 05/03/2024] Open
Abstract
BACKGROUND Sleep disorders are a prevalent non-motor symptom of Parkinson's disease (PD), although reliable biological markers are presently lacking. OBJECTIVES To explore the associations between sleep disorders and serum neurofilament light chain (NfL) levels in individuals with prodromal and early PD. METHODS The study contained 1113 participants, including 585 early PD individuals, 353 prodromal PD individuals, and 175 healthy controls (HCs). The correlations between sleep disorders (including rapid eye movement sleep behavior disorder (RBD) and excessive daytime sleepiness (EDS)) and serum NfL levels were researched using multiple linear regression models and linear mixed-effects models. We further investigated the correlations between the rates of changes in daytime sleepiness and serum NfL levels using multiple linear regression models. RESULTS In baseline analysis, early and prodromal PD individuals who manifested specific behaviors of RBD showed significantly higher levels of serum NfL. Specifically, early PD individuals who experienced nocturnal dream behaviors (β = 0.033; P = 0.042) and movements of arms or legs during sleep (β = 0.027; P = 0.049) showed significantly higher serum NfL levels. For prodromal PD individuals, serum NfL levels were significantly higher in individuals suffering from disturbed sleep (β = 0.038; P = 0.026). Our longitudinal findings support these baseline associations. Serum NfL levels showed an upward trend in early PD individuals who had a higher total RBDSQ score (β = 0.002; P = 0.011) or who were considered as probable RBD (β = 0.012; P = 0.009) or who exhibited behaviors on several sub-items of the RBDSQ. In addition, early PD individuals who had a high total ESS score (β = 0.001; P = 0.012) or who were regarded to have EDS (β = 0.013; P = 0.007) or who exhibited daytime sleepiness in several conditions had a trend toward higher serum NfL levels. CONCLUSION Sleep disorders correlate with higher serum NfL, suggesting a link to PD neuronal damage. Early identification of sleep disorders and NfL monitoring are pivotal in detecting at-risk PD patients promptly, allowing for timely intervention. Regular monitoring of NfL levels holds promise for tracking both sleep disorders and disease progression, potentially emerging as a biomarker for evaluating treatment outcomes.
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Affiliation(s)
- Wan-Yi Qi
- Department of Neurology, Qingdao Municipal Hospital, Dalian Medical University, No.5 Donghai Middle Road, Qingdao, China
| | - Yan Sun
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China
| | - Yun Guo
- School of Clinical Medicine, Weifang Medical University, Weifang, 261053, China
| | - Lan Tan
- Department of Neurology, Qingdao Municipal Hospital, Dalian Medical University, No.5 Donghai Middle Road, Qingdao, China.
- Department of Neurology, Qingdao Municipal Hospital, Qingdao University, Qingdao, China.
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Sanchez E, Wilkinson T, Coughlan G, Mirza S, Baril A, Ramirez J, Binns MA, Black SE, Borrie M, Dilliott AA, Dixon RA, Dowlatshahi D, Farhan S, Finger E, Fischer CE, Frank A, Freedman M, Goncalves RA, Grimes DA, Hassan A, Hegele RA, Kumar S, Lang AE, Marras C, McLaughlin PM, Orange JB, Pasternak SH, Pollock BG, Rajji TK, Roberts AC, Robinson JF, Rogaeva E, Sahlas DJ, Saposnik G, Strong MJ, Swartz RH, Tang‐Wai DF, Tartaglia MC, Troyer AK, Kvartsberg H, Zetterberg H, Munoz DP, Masellis M. Association of plasma biomarkers with cognition, cognitive decline, and daily function across and within neurodegenerative diseases: Results from the Ontario Neurodegenerative Disease Research Initiative. Alzheimers Dement 2024; 20:1753-1770. [PMID: 38105605 PMCID: PMC10984487 DOI: 10.1002/alz.13560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 10/02/2023] [Accepted: 10/29/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION We investigated whether novel plasma biomarkers are associated with cognition, cognitive decline, and functional independence in activities of daily living across and within neurodegenerative diseases. METHODS Glial fibrillary acidic protein (GFAP), neurofilament light chain (NfL), phosphorylated tau (p-tau)181 and amyloid beta (Aβ)42/40 were measured using ultra-sensitive Simoa immunoassays in 44 healthy controls and 480 participants diagnosed with Alzheimer's disease/mild cognitive impairment (AD/MCI), Parkinson's disease (PD), frontotemporal dementia (FTD) spectrum disorders, or cerebrovascular disease (CVD). RESULTS GFAP, NfL, and/or p-tau181 were elevated among all diseases compared to controls, and were broadly associated with worse baseline cognitive performance, greater cognitive decline, and/or lower functional independence. While GFAP, NfL, and p-tau181 were highly predictive across diseases, p-tau181 was more specific to the AD/MCI cohort. Sparse associations were found in the FTD and CVD cohorts and for Aβ42/40 . DISCUSSION GFAP, NfL, and p-tau181 are valuable predictors of cognition and function across common neurodegenerative diseases, and may be useful in specialized clinics and clinical trials.
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Yin P, Niu X, Guan C, Zhang Z, Liu Y, Li J, Cui G, Zan K, Xu C. Relationship between increased serum neurofilament light chain and glial fibrillary acidic protein levels with non-motor symptoms in patients with Parkinson's disease. Psychogeriatrics 2024; 24:415-425. [PMID: 38339819 DOI: 10.1111/psyg.13088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 01/14/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024]
Abstract
BACKGROUND This study set out to investigate the relationship between serum neurofilament light chain (NFL), glial fibrillary acidic protein (GFAP), and various non-motor symptoms (NMSs) in patients with Parkinson's disease (PD). METHODS The study included 37 healthy controls (HCs) and 51 PD patients. Clinical assessments of PD symptoms were conducted for all PD patients. The NMSS was utilised to evaluate the NMS burden (NMSB) in individuals. Based on the severity of NMSB, we further categorised the PD group into two subgroups: mild-moderate NMSB group and severe-very severe NMSB group. The amounts of NFL and GFAP in the serum were measured using an extremely sensitive single molecule array (Simoa) method. Statistical analyses were performed on the collected data using SPSS 26.0 and R (version 3.6.3). RESULTS Serum GFAP and NFL levels in the PD group with severe-very severe NMSB were significantly higher than those in the mild-moderate NMSB group (GFAP: P < 0.007; NFL: P < 0.009). Serum NFL and GFAP levels had positive correlations with NMSS total scores (GFAP: r = 0.326, P = 0.020; NFL: r = 0.318, P = 0.023) and multiple subdomains. The relationship between the attention/memory domains of NMSS and NFL levels is significantly positive (r = 0.283, P = 0.044). Similarly, the mood/apathy domains of NMSS are also significantly positively correlated with GFAP levels (r = 0.441, P = 0.001). Patients with emotional problems or cognitive impairment had higher GFAP or NFL levels, respectively. Furthermore, it has been demonstrated that NMSs play a mediating role in the quality of life of patients with PD. Moreover, the combination of NFL and GFAP has proven to be more effective than using a single component in identifying PD patients with severe-very severe NMSB. CONCLUSIONS The severity of NMSs in PD patients, particularly cognitive and emotional symptoms, was found to be associated with the levels of serum NFL and GFAP. This study marks the first attempt to examine the connection between NMSs of PD and the simultaneous identification of NFL and GFAP levels.
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Affiliation(s)
- Peixiao Yin
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Xuebin Niu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Chenyang Guan
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Zixuan Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Yuning Liu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Jinyu Li
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Guiyun Cui
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Kun Zan
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Chuanying Xu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
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Mizutani Y, Ohdake R, Tatebe H, Higashi A, Shima S, Ueda A, Ito M, Tokuda T, Watanabe H. Associations of Alzheimer's-related plasma biomarkers with cognitive decline in Parkinson's disease. J Neurol 2023; 270:5461-5474. [PMID: 37480401 PMCID: PMC10576723 DOI: 10.1007/s00415-023-11875-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 07/10/2023] [Accepted: 07/11/2023] [Indexed: 07/24/2023]
Abstract
BACKGROUND Parkinson's disease (PD) is associated with cognitive decline through multiple mechanisms, including Alzheimer's disease (AD) pathology and cortical Lewy body involvement. However, its underlying mechanisms remain unclear. Recently, AD-related plasma biomarkers have emerged as potential tools for predicting abnormal pathological protein accumulation. We aimed to investigate the association between AD-related plasma biomarkers and cognitive decline in PD patients. METHODS Plasma biomarkers were measured in 70 PD patients (49 with nondemented Parkinson's disease (PDND) and 21 with Parkinson's disease dementia (PDD)) and 38 healthy controls (HCs) using a single-molecule array. The study evaluated (1) the correlation between plasma biomarkers and clinical parameters, (2) receiver operating characteristic curves and areas under the curve to evaluate the discrimination capacity of plasma biomarkers among groups, and (3) a generalized linear model to analyze associations with Addenbrooke's Cognitive Examination-Revised and Montreal Cognitive Assessment-Japanese version scores. RESULTS Plasma glial fibrillary acidic protein significantly correlated with cognitive function tests, including all subdomains, with a notable increase in the PDD group compared with the HC and PDND groups, while plasma neurofilament light chain captured both cognitive decline and disease severity in the PDND and PDD groups. Plasma beta-amyloid 42/40 and pholphorylated-tau181 indicated AD pathology in the PDD group, but plasma beta-amyloid 42/40 was increased in the PDND group compared with HCs and decreased in the PDD group compared with the PDND group. CONCLUSIONS AD-related plasma biomarkers may predict cognitive decline in PD and uncover underlying mechanisms suggesting astrocytic pathologies related to cognitive decline in PD.
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Affiliation(s)
- Yasuaki Mizutani
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Reiko Ohdake
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Harutsugu Tatebe
- Department of Functional Brain Imaging, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Chiba, Japan
| | - Atsuhiro Higashi
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Sayuri Shima
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Akihiro Ueda
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Mizuki Ito
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Takahiko Tokuda
- Department of Functional Brain Imaging, Institute for Quantum Medical Science, National Institutes for Quantum Science and Technology, Chiba, Chiba, Japan
| | - Hirohisa Watanabe
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan.
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Mizutani Y, Nawashiro K, Ohdake R, Tatebe H, Shima S, Ueda A, Yoshimoto J, Ito M, Tokuda T, Mutoh T, Watanabe H. Enzymatic properties and clinical associations of serum alpha-galactosidase A in Parkinson's disease. Ann Clin Transl Neurol 2023; 10:1662-1672. [PMID: 37496179 PMCID: PMC10502655 DOI: 10.1002/acn3.51856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/29/2023] [Accepted: 07/13/2023] [Indexed: 07/28/2023] Open
Abstract
OBJECTIVE Recent studies have revealed an association between Parkinson's disease (PD) and Fabry disease, a lysosomal storage disorder; however, the underlying mechanisms remain to be elucidated. This study aimed to investigate the enzymatic properties of serum alpha-galactosidase A (GLA) and compared them with the clinical parameters of PD. METHODS The study participants consisted of 66 sporadic PD patients and 52 controls. We measured serum GLA activity and calculated the apparent Michaelis constant (Km ) and maximal velocity (Vmax ) by Lineweaver-Burk plot analysis. Serum GLA protein concentration was measured by enzyme-linked immunosorbent assay. We examined the potential correlations between serum GLA activity and GLA protein concentration and clinical features and the plasma neurofilament light chain (NfL) level. RESULTS Compared to controls, PD patients showed significantly lower serum GLA activity (P < 0.0001) and apparent Vmax (P = 0.0131), but no change in the apparent Km value. Serum GLA protein concentration was lower in the PD group (P = 0.0168) and was positively associated with GLA activity. Serum GLA activity and GLA protein concentration in the PD group showed a negative correlation with age. Additionally, serum GLA activity was negatively correlated with the motor severity score and the level of plasma NfL, and was positively correlated with the score of frontal assessment battery. INTERPRETATION This study highlights that the lower serum GLA activity in PD is the result of a quantitative decrement of GLA protein in the serum and that it may serve as a biomarker of disease severity.
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Affiliation(s)
- Yasuaki Mizutani
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
| | | | - Reiko Ohdake
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
| | - Harutsugu Tatebe
- Department of Functional Brain ImagingInstitute for Quantum Medical Science, National Institutes for Quantum Science and TechnologyChibaJapan
| | - Sayuri Shima
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
| | - Akihiro Ueda
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
| | - Junichiro Yoshimoto
- Department of Biomedical Data ScienceFujita Health University School of MedicineToyoakeAichiJapan
| | - Mizuki Ito
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
| | - Takahiko Tokuda
- Department of Functional Brain ImagingInstitute for Quantum Medical Science, National Institutes for Quantum Science and TechnologyChibaJapan
| | - Tatsuro Mutoh
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
- Fujita Health University Central Japan International Airport ClinicTokonameAichiJapan
| | - Hirohisa Watanabe
- Department of NeurologyFujita Health University School of MedicineToyoakeAichiJapan
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Ferrari F, Rossi D, Ricciardi A, Morasso C, Brambilla L, Albasini S, Vanna R, Fassio C, Begenisic T, Loi M, Bossi D, Zaliani A, Alberici E, Lisi C, Morotti A, Cavallini A, Mazzacane F, Nardone A, Corsi F, Truffi M. Quantification and prospective evaluation of serum NfL and GFAP as blood-derived biomarkers of outcome in acute ischemic stroke patients. J Cereb Blood Flow Metab 2023; 43:1601-1611. [PMID: 37113060 PMCID: PMC10414005 DOI: 10.1177/0271678x231172520] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 03/15/2023] [Accepted: 03/24/2023] [Indexed: 04/29/2023]
Abstract
Identification of reliable and accessible biomarkers to characterize ischemic stroke patients' prognosis remains a clinical challenge. Neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) are markers of brain injury, detectable in blood by high-sensitive technologies. Our aim was to measure serum NfL and GFAP after stroke, and to evaluate their correlation with functional outcome and the scores in rehabilitation scales at 3-month follow-up. Stroke patients were prospectively enrolled in a longitudinal observational study within 24 hours from symptom onset (D1) and monitored after 7 (D7), 30 ± 3 (M1) and 90 ± 5 (M3) days. At each time-point serum NfL and GFAP levels were measured by Single Molecule Array and correlated with National Institute of Health Stroke Scale (NIHSS), modified Rankin scale (mRS), Trunk Control Test (TCT), Functional Ambulation Classification (FAC) and Functional Independence Measure (FIM) scores. Serum NfL and GFAP showed different temporal profiles: NfL increased after stroke with a peak value at D7; GFAP showed an earlier peak at D1. NfL and GFAP concentrations correlated with clinical/rehabilitation outcomes both longitudinally and prospectively. Multivariate analysis revealed that NfL-D7 and GFAP-D1 were independent predictors of 3-month NIHSS, TCT, FAC and FIM scores, with NfL being the biomarker with the best predictive performance.
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Affiliation(s)
- Federica Ferrari
- Dept of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Emergency Neurology Unit and Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Daniela Rossi
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory for Research on Neurodegenerative Disorders, Pavia, Italy
| | - Alessandra Ricciardi
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
| | - Carlo Morasso
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
| | - Liliana Brambilla
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory for Research on Neurodegenerative Disorders, Pavia, Italy
| | - Sara Albasini
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
| | - Renzo Vanna
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
| | - Chiara Fassio
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute, Italy
| | - Tatjana Begenisic
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute, Italy
| | - Marianna Loi
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute, Italy
| | - Daniela Bossi
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute, Italy
| | - Alberto Zaliani
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute, Italy
| | - Elisa Alberici
- Istituti Clinici Scientifici Maugeri IRCCS, Neuroradiology Unit, Pavia, Italy
| | - Claudio Lisi
- Unit of Rehabilitation, Dept of Medical Sciences and Infectious Disease, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, Italy
| | - Andrea Morotti
- Neurology Unit, Dept of Neurological Sciences and Vision, ASST Spedali Civili, Brescia, Italy
| | - Anna Cavallini
- Emergency Neurology Unit and Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Federico Mazzacane
- Dept of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Emergency Neurology Unit and Stroke Unit, IRCCS Fondazione Mondino, Pavia, Italy
| | - Antonio Nardone
- Dept of Clinical-Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
- Istituti Clinici Scientifici Maugeri IRCCS, Department of Neurorehabilitation of Pavia Institute and Neurorehabilitation Unit of Montescano Institute, Pavia, Italy
| | - Fabio Corsi
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
- Dept of Biomedical and Clinical Sciences, Università di Milano, Milano, Italy
| | - Marta Truffi
- Istituti Clinici Scientifici Maugeri IRCCS, Laboratory of Nanomedicine and Molecular Imaging, Pavia, Italy
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9
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Elmers J, Colzato LS, Akgün K, Ziemssen T, Beste C. Neurofilaments - Small proteins of physiological significance and predictive power for future neurodegeneration and cognitive decline across the life span. Ageing Res Rev 2023; 90:102037. [PMID: 37619618 DOI: 10.1016/j.arr.2023.102037] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/15/2023] [Accepted: 08/17/2023] [Indexed: 08/26/2023]
Abstract
Neurofilaments (NFs) are not only important for axonal integrity and nerve conduction in large myelinated axons but they are also thought to be crucial for receptor and synaptic functioning. Therefore, NFs may play a critical role in cognitive functions, as cognitive processes are known to depend on synaptic integrity and are modulated by dopaminergic signaling. Here, we present a theory-driven interdisciplinary approach that NFs may link inflammation, neurodegeneration, and cognitive functions. We base our hypothesis on a wealth of evidence suggesting a causal link between inflammation and neurodegeneration and between these two and cognitive decline (see Fig. 1), also taking dopaminergic signaling into account. We conclude that NFs may not only serve as biomarkers for inflammatory, neurodegenerative, and cognitive processes but also represent a potential mechanical hinge between them, moreover, they may even have predictive power regarding future cognitive decline. In addition, we advocate the use of both NFs and MRI parameters, as their synthesis offers the opportunity to individualize medical treatment by providing a comprehensive view of underlying disease activity in neurological diseases. Since our society will become significantly older in the upcoming years and decades, maintaining cognitive functions and healthy aging will play an important role. Thanks to technological advances in recent decades, NFs could serve as a rapid, noninvasive, and relatively inexpensive early warning system to identify individuals at increased risk for cognitive decline and could facilitate the management of cognitive dysfunctions across the lifespan.
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Affiliation(s)
- Julia Elmers
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Lorenza S Colzato
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China.
| | - Katja Akgün
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Tjalf Ziemssen
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China.
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10
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Li Y, Li F, Liu X, Zu J, Zhang W, Zhou S, Zhu J, Zhang T, Cui G, Xu C. Association between serum neurofilament light chain levels and sleep disorders in patients with Parkinson's disease. Neurosci Lett 2023; 812:137394. [PMID: 37437874 DOI: 10.1016/j.neulet.2023.137394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 07/06/2023] [Accepted: 07/09/2023] [Indexed: 07/14/2023]
Abstract
OBJECTIVES This study aimed to investigate the levels of serum neurofilament light chain (NFL) and glial fibrillary acidic protein (GFAP) in patients with Parkinson's disease (PD) and PD patients with sleep disorders (PD-SD), as well as the relationship between these proteins and sleep disorders in PD patients. METHODS A total of 96 PD patients and 38 healthy controls (HC) were included in this study, of which 70 PD patients experienced sleep disorders. Both motor symptoms and sleep conditions were assessed in all PD patients. The ultrasensitive single molecule array (SIMOA) technique was used to quantify NFL and GFAP in the serum. All data were statistically analyzed using SPSS 23.0. RESULTS Serum NFL and GFAP levels were significantly higher in PD patients than in HC. Similarly, PD-SD patients exhibited higher levels of these two proteins than PD patients without sleep disorders (PD-NSD). In addition, both serum GFAP and NFL were significantly associated with sleep-related scales in PD patients. After covariate-adjusted binary logistic regression analysis, NFL remained statistically significant in PD patients with or without sleep disorders, unlike GFAP. CONCLUSIONS Our findings substantiate that serum NFL and GFAP levels are elevated in PD and PD-SD, suggesting neurological axon damage in PD patients, which may be more severe in PD-SD than in PD-NSD. These findings may affect disease diagnosis and provide the foothold for future studies on the underlying mechanisms.
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Affiliation(s)
- Yangdanyu Li
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Fujia Li
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Xu Liu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Jie Zu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Wei Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Su Zhou
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Jienan Zhu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Tao Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Guiyun Cui
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.
| | - Chuanying Xu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.
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11
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Dong L, Chang Q, Ma J, Liu C, Guo D, Li X, Yang D, Fan Y, Liang K, Li D, Gu Q. Associations of blood UCH-L1 and NfL levels with cognitive dysfunction in Parkinson’s disease patients. Neurosci Lett 2023; 804:137219. [PMID: 37023526 DOI: 10.1016/j.neulet.2023.137219] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/22/2023] [Accepted: 03/28/2023] [Indexed: 04/07/2023]
Abstract
OBJECTIVE Ubiquitin carboxy-terminal hydrolase L1 (UCH-L1) and Neurofilament light chain (NfL) are associated with Lewy body formation, Lewy bodies are the main pathological feature of Parkinson's disease (PD). The relationship between UCH-L1 and PD cognition remains unclear, and NfL is an important marker of cognitive impairment. The aim of this study is to investigate the relationship among serum UCH-L1 levels, plasma NfL levels and cognitive dysfunction in PD patients. RESULTS There were significant differences in UCH-L1 and NfL levels among PD patients with normal cognitive function (PD-CN), PD patients with mild cognitive impairment (PD-MCI), and PD-dementia patients (PDD) (P < 0.001; P < 0.001). The PDD group had lower levels of UCH-L1 (Z = 6.721, P < 0.001; Z = 7.577, P < 0.001) and higher levels of NfL (Z = -3.626, P = 0.001; Z = -2.616P = 0.027) than the PD-NC and PD-MCI groups. Serum UCH-L1 levels were positively correlated with MMSE scores, MoCA scores, and its subitems in PD patients (P < 0.001), and plasma NfL levels were negatively correlated with MMSE scores, MoCA scores, and its items (P < 0.01) (except for "abstract"). CONCLUSION Decreased UCH-L1 levels and elevated NfL levels in the blood are associated with cognitive dysfunction in PD; thus, these proteins are potential biomarkers for the diagnosis of cognitive dysfunction in PD patients.
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12
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Neurofilament-light chain quantification by Simoa and Ella in plasma from patients with dementia: a comparative study. Sci Rep 2023; 13:4041. [PMID: 36899015 PMCID: PMC10006166 DOI: 10.1038/s41598-023-29704-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 02/09/2023] [Indexed: 03/12/2023] Open
Abstract
Neurofilament light chains (NfL) are neuron-specific cytoskeletal proteins whose plasmatic concentrations have been explored as a clinically useful marker in several types of dementia. Plasma concentrations of NfL are extremely low, and just two assays are commercially available for their study: one based on the SiMoA technology and one based on Ella. We thus studied plasma levels of NfL with both platforms to check the correlation between them and to assess their potential in the diagnosis of neurodegeneration. Plasma NfL levels were measured on 50 subjects: 18 healthy controls, 20 Alzheimer's disease, and 12 frontotemporal dementia patients. Ella returned plasmatic NfL levels significantly higher than SiMoA, however the results were strongly correlated (r = 0.94), and a proportional coefficient of 0.58 between the two assays was calculated. Both assays detected higher plasma NfL levels in patients with dementia than in the control group (p < 0.0001) and allowed their discrimination with excellent diagnostic performance (AUC > 0.95). No difference was found between Alzheimer's and Frontotemporal dementia either using SiMoA or Ella. In conclusion, both the analytical platforms resulted effective in analysing plasma levels of NfL. However, the correct interpretation of results requires the precise knowledge of the assay used.
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13
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Teng X, Mao S, Wu H, Shao Q, Zu J, Zhang W, Zhou S, Zhang T, Zhu J, Cui G, Xu C. The relationship between serum neurofilament light chain and glial fibrillary acidic protein with the REM sleep behavior disorder subtype of Parkinson's disease. J Neurochem 2023; 165:268-276. [PMID: 36776136 DOI: 10.1111/jnc.15780] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 02/02/2023] [Accepted: 02/05/2023] [Indexed: 02/14/2023]
Abstract
Studies have shown that rapid eye movement (REM) sleep behavior disorder (RBD) is a subtype of Parkinson's disease (PD) characterized by severe cognitive impairment and rapid disease progression. However, reliable biological markers are lacking presently. Neurofilament light chain (NFL) and glial fibrillary acidic protein (GFAP) have been widely studied as biomarkers of cognition impairment. This study aimed to find biomarkers for the RBD subtype of PD by investigating the possible relationship between serum NFL, GFAP levels, and the RBD subtype. A total of 109 PD patients and 37 healthy controls (HCs) were included, and their clinical characteristics were evaluated. PD patients were divided into two groups based on whether they had probable RBD or not. Serum NFL and GFAP levels were measured using the ultrasensitive single molecule array (Simoa) platform. The obtained data were statistically analyzed using SPSS 25.0 (IBM, Chicago, IL, USA). NFL and GFAP in the PD-RBD group were elevated compared with the PD-nRBD and control groups. Moreover, serum NFL and GFAP levels positively correlated with RBD. The combination of NFL and GFAP showed good performance in identifying PD-RBD patients from PD-nRBD. After considering potential confounding factors such as age, and disease duration, serum NFL and GFAP emerged as independent risk factors for RBD. Serum NFL and GFAP were related to RBD in PD patients. Concludingly, serum NFL and GFAP might serve as promising biomarkers for the RBD subtype of PD.
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Affiliation(s)
- Xing Teng
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Shuai Mao
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Han Wu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Qiuyue Shao
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Jie Zu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Wei Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Su Zhou
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Tao Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Jienan Zhu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Guiyun Cui
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
| | - Chuanying Xu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, China.,Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, China
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14
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Heiskanen M, Jääskeläinen O, Manninen E, Das Gupta S, Andrade P, Ciszek R, Gröhn O, Herukka SK, Puhakka N, Pitkänen A. Plasma Neurofilament Light Chain (NF-L) Is a Prognostic Biomarker for Cortical Damage Evolution but Not for Cognitive Impairment or Epileptogenesis Following Experimental TBI. Int J Mol Sci 2022; 23:ijms232315208. [PMID: 36499527 PMCID: PMC9736117 DOI: 10.3390/ijms232315208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 12/08/2022] Open
Abstract
Plasma neurofilament light chain (NF-L) levels were assessed as a diagnostic biomarker for traumatic brain injury (TBI) and as a prognostic biomarker for somatomotor recovery, cognitive decline, and epileptogenesis. Rats with severe TBI induced by lateral fluid-percussion injury (n = 26, 13 with and 13 without epilepsy) or sham-operation (n = 8) were studied. During a 6-month follow-up, rats underwent magnetic resonance imaging (MRI) (day (D) 2, D7, and D21), composite neuroscore (D2, D6, and D14), Morris-water maze (D35−D39), and a 1-month-long video-electroencephalogram to detect unprovoked seizures during the 6th month. Plasma NF-L levels were assessed using a single-molecule assay at baseline (i.e., naïve animals) and on D2, D9, and D178 after TBI or a sham operation. Plasma NF-L levels were 483-fold higher on D2 (5072.0 ± 2007.0 pg/mL), 89-fold higher on D9 (930.3 ± 306.4 pg/mL), and 3-fold higher on D176 32.2 ± 8.9 pg/mL after TBI compared with baseline (10.5 ± 2.6 pg/mL; all p < 0.001). Plasma NF-L levels distinguished TBI rats from naïve animals at all time-points examined (area under the curve [AUC] 1.0, p < 0.001), and from sham-operated controls on D2 (AUC 1.0, p < 0.001). Plasma NF-L increases on D2 were associated with somatomotor impairment severity (ρ = −0.480, p < 0.05) and the cortical lesion extent in MRI (ρ = 0.401, p < 0.05). Plasma NF-L increases on D2 or D9 were associated with the cortical lesion extent in histologic sections at 6 months post-injury (ρ = 0.437 for D2; ρ = 0.393 for D9, p < 0.05). Plasma NF-L levels, however, did not predict somatomotor recovery, cognitive decline, or epileptogenesis (p > 0.05). Plasma NF-L levels represent a promising noninvasive translational diagnostic biomarker for acute TBI and a prognostic biomarker for post-injury somatomotor impairment and long-term structural brain damage.
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Affiliation(s)
- Mette Heiskanen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Olli Jääskeläinen
- Institute of Clinical Medicine/Neurology, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Eppu Manninen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Shalini Das Gupta
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Pedro Andrade
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Robert Ciszek
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Olli Gröhn
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Sanna-Kaisa Herukka
- Institute of Clinical Medicine/Neurology, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Department of Neurology, Kuopio University Hospital, P.O. Box 1777, 70211 Kuopio, Finland
| | - Noora Puhakka
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Asla Pitkänen
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
- Correspondence:
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15
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Pagonabarraga J, Pérez-González R, Bejr-Kasem H, Marín-Lahoz J, Horta-Barba A, Martinez-Horta S, Aracil-Bolaños I, Sampedro F, Campolongo A, Rivas E, Puig-Davi A, Ruiz-Barrios I, Pérez-Pérez J, Pascual-Sedano B, Kulisevsky J. Dissociable contribution of plasma NfL and p-tau181 to cognitive impairment in Parkinson's disease. Parkinsonism Relat Disord 2022; 105:132-138. [PMID: 35752549 DOI: 10.1016/j.parkreldis.2022.05.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 04/13/2022] [Accepted: 05/24/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Cognitive dysfunction is a disabling complication in Parkinson's disease (PD). Accuracy of diagnosis of mild cognitive impairment in PD (PD-MCI) depends on the tests performed, which limits results generalization. Blood-based biomarkers could provide additional objective information for PD-MCI diagnosis and progression. Blood neurofilament light chain (NfL), a marker of neuronal injury, has shown good performance for PD disease stratification and progression. While NfL is not disease-specific, phosphorylated-tau at threonine-181 (p-tau181) in blood is a highly specific marker of concomitant brain amyloid-β and tau pathology. METHODS We investigated the potential of plasma NfL and p-tau181 levels as markers of cognitive impairment in a prospective cohort of 109 PD patients with and without PD-MCI (age 68.1 ± 7 years, education 12.2± 5 years), and 40 comparable healthy controls. After a follow-up of 4 years, we evaluated their predictive value for progression to dementia. RESULTS Although NfL and p-tau181 levels were significantly increased in PD compared with healthy controls, only NfL levels were significantly higher in PD-MCI compared with PD with normal cognition (PD-NC) at baseline. After a follow-up of 4 years, only NfL predicted progression to dementia (HR 1.23, 95% CI 1.02-1.53; p = 0.038). Significant correlations between fluid biomarkers and neuropsychological examination were only found with NfL levels. CONCLUSIONS Plasma NfL levels objectively differentiates PD-MCI from PD-NC patients, and may serve as a plasma biomarker for predicting progression to dementia in PD. Plasma levels of p-tau181 does not seem to help in differentiating PD-MCI or to predict future cognitive deterioration.
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Affiliation(s)
- Javier Pagonabarraga
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain.
| | - Rocío Pérez-González
- Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain.
| | - Helena Bejr-Kasem
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Juan Marín-Lahoz
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Andrea Horta-Barba
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain
| | - Saul Martinez-Horta
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Ignacio Aracil-Bolaños
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain
| | - Frederic Sampedro
- Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Antonia Campolongo
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Elisa Rivas
- Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Arnau Puig-Davi
- Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain
| | - I Ruiz-Barrios
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain
| | - Jesús Pérez-Pérez
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain
| | - Berta Pascual-Sedano
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
| | - Jaime Kulisevsky
- Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, Department of Medicine, Barcelona, Spain; Sant Pau Biomedical Research Institute (IIB-Sant Pau), Barcelona, Spain; Centro de Investigación en Red - Enfermedades Neurodegenerativas (CIBERNED), Spain
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16
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Zhang J, Cheng H, Liu W, Li H, Song Y, Jia L. Neurofilament light chain in cerebrospinal fluid or blood as a biomarker for mild cognitive impairment: A systematic review and meta-analysis. Medicine (Baltimore) 2022; 101:e28932. [PMID: 35244049 PMCID: PMC8896434 DOI: 10.1097/md.0000000000028932] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 02/08/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND To allow early diagnosis and monitoring of disease progression, there is a need for biomarkers in mild cognitive impairment (MCI). Neurofilament light chain (NfL) is emerging protein biomarkers in neurodegenerative diseases and is of possible use in MCI. We aimed to assess the utility of NfL in blood and cerebrospinal fluid (CSF) as a biomarker in patients with MCI. METHODS A systematic search with comparison of NfL level between individuals with MCI and healthy controls were retrieved from PubMed, Embase, and Web of Science. The standard mean difference and 95% confidence interval were calculated using the random-effect model to analyze the differentiation of NfL between patients and controls. RESULTS A total of 7 studies were included. NfL was higher in 676 MCI than 504 healthy controls. Subgroup analysis according to sample type indicated that differentiation of NfL in CSF between patients with MCI and controls showed significant results but in blood. Moreover, the NfL increasing still existed when the NfL expression level was detected by enzyme-linked immunosorbent assay but single molecule array assay. However, no difference of NfL in MCI between Caucasian and Asian was found. CONCLUSIONS NfL expression level in CSF was increased in MCI individuals, which indicated that NfL in CSF could be a potential biomarker of MCI.
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Affiliation(s)
- Jing Zhang
- Changzhi Medical College, Changzhi, China
| | - Hongjiang Cheng
- Jincheng People's Hospital Affiliated to Shanxi Medical University, Jincheng, China
| | - Wei Liu
- Jincheng People's Hospital Affiliated to Shanxi Medical University, Jincheng, China
| | - Huimin Li
- Jincheng People's Hospital Affiliated to Shanxi Medical University, Jincheng, China
| | - Yi Song
- Changzhi Medical College, Changzhi, China
| | - Longbin Jia
- Jincheng People's Hospital Affiliated to Shanxi Medical University, Jincheng, China
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17
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Yuan A, Nixon RA. Neurofilament Proteins as Biomarkers to Monitor Neurological Diseases and the Efficacy of Therapies. Front Neurosci 2021; 15:689938. [PMID: 34646114 PMCID: PMC8503617 DOI: 10.3389/fnins.2021.689938] [Citation(s) in RCA: 157] [Impact Index Per Article: 39.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 09/02/2021] [Indexed: 01/01/2023] Open
Abstract
Biomarkers of neurodegeneration and neuronal injury have the potential to improve diagnostic accuracy, disease monitoring, prognosis, and measure treatment efficacy. Neurofilament proteins (NfPs) are well suited as biomarkers in these contexts because they are major neuron-specific components that maintain structural integrity and are sensitive to neurodegeneration and neuronal injury across a wide range of neurologic diseases. Low levels of NfPs are constantly released from neurons into the extracellular space and ultimately reach the cerebrospinal fluid (CSF) and blood under physiological conditions throughout normal brain development, maturation, and aging. NfP levels in CSF and blood rise above normal in response to neuronal injury and neurodegeneration independently of cause. NfPs in CSF measured by lumbar puncture are about 40-fold more concentrated than in blood in healthy individuals. New ultra-sensitive methods now allow minimally invasive measurement of these low levels of NfPs in serum or plasma to track disease onset and progression in neurological disorders or nervous system injury and assess responses to therapeutic interventions. Any of the five Nf subunits - neurofilament light chain (NfL), neurofilament medium chain (NfM), neurofilament heavy chain (NfH), alpha-internexin (INA) and peripherin (PRPH) may be altered in a given neuropathological condition. In familial and sporadic Alzheimer's disease (AD), plasma NfL levels may rise as early as 22 years before clinical onset in familial AD and 10 years before sporadic AD. The major determinants of elevated levels of NfPs and degradation fragments in CSF and blood are the magnitude of damaged or degenerating axons of fiber tracks, the affected axon caliber sizes and the rate of release of NfP and fragments at different stages of a given neurological disease or condition directly or indirectly affecting central nervous system (CNS) and/or peripheral nervous system (PNS). NfPs are rapidly emerging as transformative blood biomarkers in neurology providing novel insights into a wide range of neurological diseases and advancing clinical trials. Here we summarize the current understanding of intracellular NfP physiology, pathophysiology and extracellular kinetics of NfPs in biofluids and review the value and limitations of NfPs and degradation fragments as biomarkers of neurodegeneration and neuronal injury.
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Affiliation(s)
- Aidong Yuan
- Center for Dementia Research, Nathan Kline Institute, Orangeburg, NY, United States
- Department of Psychiatry, NYU Neuroscience Institute, New York, NY, United States
| | - Ralph A. Nixon
- Center for Dementia Research, Nathan Kline Institute, Orangeburg, NY, United States
- Department of Psychiatry, NYU Neuroscience Institute, New York, NY, United States
- Department of Cell Biology, New York University Grossman School of Medicine, (NYU), Neuroscience Institute, New York, NY, United States
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