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1.
J Intern Med ; 293(4): 445-456, 2023 04.
Article in English | MEDLINE | ID: mdl-36443917

ABSTRACT

BACKGROUND: This retrospective follow-up study aims to investigate the dynamic longitudinal change of plasma neurofilament light (NfL) levels after antiretroviral therapy (ART) initiation in a cohort of people living with human immunodeficiency virus (HIV) (PWH). METHODS: We tested a convenience sample of 116 patients from the NORTHIV study. Plasma NfL levels-measured using Single molecule array (Simoa) technology-as well as other laboratory parameters were collected at baseline, weeks 4, 48, 96, and 144. Linear mixed-effects models were estimated to evaluate longitudinal change over time. Baseline CD4+ T-cell levels, CDC classification, and HIV RNA levels were considered. Models were adjusted by age, sex, treatment regimen, and baseline serum creatinine levels. RESULTS: Plasma NfL levels were higher at baseline and also declined faster during the follow-up for participants with CD4+ count <100 cells/µl compared with >100 cells/µl. No significant difference was found between the CD4+ strata 100-199 and 200-499/µl. Participants with CDC classification stages B and C had higher levels of plasma NfL at baseline, as well as faster decline compared with participants with stage A. No significant main effects or change over time was found in baseline HIV RNA levels, treatment regimen, or sex. CONCLUSION: Plasma NfL is a sensitive biomarker to assess ongoing central nervous system injury in PWH. Plasma NfL concentrations decline relatively fast following ART initiation and then stabilize after 48 weeks. Plasma NfL concentrations are associated with CD4+ count and stage of HIV disease. No correlations were seen with different ART regimens.


Subject(s)
HIV Infections , HIV , Humans , Anti-Retroviral Agents/therapeutic use , Biomarkers , Follow-Up Studies , HIV Infections/drug therapy , Intermediate Filaments , Neurofilament Proteins , Retrospective Studies
2.
Alzheimers Dement ; 18(2): 240-250, 2022 02.
Article in English | MEDLINE | ID: mdl-34310015

ABSTRACT

INTRODUCTION: No large-scale characterizations of neurofilament light chain (NfL) have been conducted in diverse populations. METHODS: Baseline data were analyzed among n = 890 Mexican Americans and n = 813 non-Hispanic Whites from the multi-ethnic Health & Aging Brain among Latino Elders (HABLE) study. Plasma NfL was measured on the Simoa platform. RESULTS: In unadjusted models, NfL was significantly associated with age (P < .001), hypertension (P  < .001), dyslipidemia (P = .02), and diabetes (P  < .001). Covarying for age and sex, NfL was associated with neurodegeneration (P  < .001) and global amyloid burden levels (P = .02) in a subset with available data. NfL levels were significantly associated with diagnostic groups (Normal Cognition [NC], mild cognitive impairment [MCI], Dementia; P  < .001); however, there was no cut-score that yielded acceptable diagnostic accuracy. NfL levels produced a sensitivity of 0.60 and specificity of 0.78 with negative predictive value of 89% for detecting amyloid positivity. DISCUSSION: Plasma NfL levels are significantly impacted by age and medical co-morbidities that are common among older adults, which complicate its utility as a diagnostic biomarker.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Aged , Aging , Alzheimer Disease/diagnosis , Biomarkers , Brain , Cognitive Dysfunction/diagnosis , Humans , Independent Living , Mexican Americans
3.
Geroscience ; 46(1): 505-516, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37530894

ABSTRACT

We investigated the associations of plasma neurofilament light (NfL), glial fibrillary acidic protein (GFAP), and total tau (t-tau) with markers of cerebral small vessel disease (SVD) and with incident dementia. We also investigated whether associations of NfL, GFAP, and t-tau with incident dementia were explained by SVD. Data are from a random subsample (n = 1069) of the population-based AGES-Reykjavik Study who underwent brain MRI and in whom plasma NfL, GFAP, and t-tau were measured at baseline (76.1 ± 5.4 years/55.9% women/baseline 2002-2006/follow-up until 2015). A composite SVD burden score was calculated using white matter hyperintensity volume (WMHV), subcortical infarcts, cerebral microbleeds, and large perivascular spaces. Dementia was assessed in a 3-step process and adjudicated by specialists. Higher NfL was associated with a higher SVD burden score. Dementia occurred in 225 (21.0%) individuals. The SVD burden score significantly explained part of the association between NfL and incident dementia. WMHV mostly strongly contributed to the explained effect. GFAP was not associated with the SVD burden score, but was associated with WMHV, and WMHV significantly explained part of the association between GFAP and incident dementia. T-tau was associated with WMHV, but not with incident dementia. In conclusion, the marker most strongly related to SVD is plasma NfL, for which the association with WMHV appeared to explain part of its association with incident dementia. This study suggests that plasma NfL may reflect the contribution of co-morbid vascular disease to dementia. However, the magnitude of the explained effect was relatively small, and further research is required to investigate the clinical implications of this finding.


Subject(s)
Cerebral Small Vessel Diseases , Dementia , Female , Humans , Male , Cerebral Small Vessel Diseases/epidemiology , Dementia/epidemiology , Glial Fibrillary Acidic Protein , Intermediate Filaments , Magnetic Resonance Imaging , tau Proteins/metabolism
4.
J Prev Alzheimers Dis ; 11(5): 1198-1205, 2024.
Article in English | MEDLINE | ID: mdl-39350364

ABSTRACT

BACKGROUND: Recently, two monoclonal antibodies that lower amyloid plaques have shown promising results for the treatment of Mild Cognitive Impairment (MCI) and mild dementia due to Alzheimer's disease (AD). These treatments require the identification of cognitively impaired older adults with biomarker evidence of AD pathology using CSF biomarkers or amyloid-PET. Previous studies showed plasma biomarkers (plasma Aß42/Aß40 and p-tau181) and hippocampal volume from structural MRI correlated with brain amyloid pathology. We hypothesized plasma biomarkers with hippocampal volume would identify patients who are suitable candidates for disease-modifying therapy. OBJECTIVES: To evaluate the performance of plasma AD biomarkers and hippocampal atrophy to detect MCI or AD with amyloid pathology confirmed by amyloid-PET or CSF biomarkers in ADNI. DESIGN: A cross-sectional and longitudinal study. SETTING AND PARTICIPANTS: Data were from the Alzheimer's Disease Neuroimaging Initiative. Participants were aged 55-90 years old with plasma biomarker and structural MRI brain data. MEASUREMENTS: The optimum cut-off point for plasma Aß42/Aß40, p-tau181, and NFL and the performance of combined biomarkers and hippocampal atrophy for detecting cognitive impairment with brain amyloid pathology were evaluated. The association between baseline plasma biomarkers and clinical progression, defined by CDR-Sum of Boxes (CDR-SB) and diagnostic conversion over two years, was evaluated using a Weibull time-to-event analysis. RESULTS: A total of 428 participants were included; 167 had normal cognition, 245 had MCI, and 16 had mild AD. Among MCI and AD, 140 participants had elevated amyloid levels by PET or CSF. Plasma Aß42/Aß40 provided the best accuracy (sensitivity 79%, specificity 66%, AUC 0.73, 95% CI 0.68-0.77) to detect drug candidate participants at baseline. Combined plasma Aß42/40, p-tau181, and hippocampal atrophy increased the specificity for diagnosis (96%), but had lower sensitivity (34%), and AUC (0.65). Hippocampal atrophy combined with the abnormal plasma p-tau181 or hippocampal atrophy alone showed high sensitivity to detect clinical progression (by CDR-SB worsening) of the drug-candidate participants within the next 2 years (sensitivity 93% and 89%, respectively). CONCLUSION: Plasma biomarkers and structural MRI can help identify patients who are currently eligible for anti-amyloid treatment and are likely to progress clinically, in cases where amyloid-PET or CSF biomarkers are not available.


Subject(s)
Alzheimer Disease , Amyloid beta-Peptides , Atrophy , Biomarkers , Cognitive Dysfunction , Hippocampus , Magnetic Resonance Imaging , tau Proteins , Humans , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/blood , Alzheimer Disease/drug therapy , Aged , Biomarkers/blood , Magnetic Resonance Imaging/methods , Male , Amyloid beta-Peptides/blood , Female , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/blood , Hippocampus/diagnostic imaging , Hippocampus/pathology , Longitudinal Studies , Cross-Sectional Studies , tau Proteins/blood , Atrophy/pathology , Aged, 80 and over , Middle Aged , Peptide Fragments/blood , Positron-Emission Tomography
5.
IEEE Trans Comput Soc Syst ; 10(6): 3602-3608, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38084365

ABSTRACT

Alzheimer's disease(AD) is being the burden of society and family. Applying computing-aided strategies to reveal its pathology is one of the research highlights. Plasma neurofilament light (NFL) is an emerging noninvasive and economic biomarker for AD molecular pathology. It is valuable to reveal the correlations between the plasma NFL levels and neurodegeneration, especially hippcampal deformations at the preclinical stage. The negative correlation between plasma NFL levels and hippocampal volumes has been documented. However, the relationship between the plasma NFL levels and the hippocampal morphometry details at the preclinical stage is still elusive. This study seeks to demonstrate the capacity of our proposed surface-based hippocampal morphometry system to discern the plasma NFL positive (NFL+>41.9 pg/L) level and plasma NFL negative (NFL-<41.9pg/L) level and illustrate its superiority to the hippocampal volume measurement by drawing the cohort of 154 CU middle aged and elderly adults. We also apply this morphometry measure and a proposed sparse coding based classification algorithm to classify CU individuals with NFL+ and NFL- levels. Experimental results show that the proposed hippocampal morphometry system offers stronger statistical power to discriminate CU subjects with NFL+ and NFL- levels, comparing with the hippocampal volume measure. Furthermore, this system can discriminate plasma NFL levels in CU individuals (Accuracy=0.86). Both the group level and individual level analysis results indicate that the association between plasma NFL levels and the hippocampal shapes can be mapped at the preclinical stage.

6.
Parkinsonism Relat Disord ; 95: 5-10, 2022 02.
Article in English | MEDLINE | ID: mdl-34942565

ABSTRACT

INTRODUCTION: Neurofilament light chain (NfL) was recently proposed as a promising blood biomarker for nervous system diseases, including Wilson's disease (WD). In this study, we investigated plasma NfL concentrations in patients with different types of WD and their correlations with clinical manifestations and brain atrophy. METHODS: Seventy-five WD cases (54 neurological type, 21 hepatic type) and 27 age-matched healthy controls were included in this study. We compared plasma NfL concentrations between the different types and correlated them with Unified Wilson's Disease Rating Scale (UWDRS) scores. Patients were allocated to stable and unstable groups according to changes in UWDRS scores and clinical assessment. We compared the differences in plasma NfL concentrations between groups. Voxel-based morphometry (VBM) and FreeSurfer software were used to analyze MRI images. We investigated the correlation between plasma NfL concentrations and volume of gray matter, white matter, and several areas of interest in the brain MRI of 24 patients. RESULTS: Plasma NfL concentrations were significantly higher in neurological type WD than in hepatic type WD (8.16 vs. 3.19 pg/mL, p < 0.001). Plasma NfL concentrations were positively correlated with UWDRS scores (r = 0.291, p = 0.035) in patients with neurological type WD. Plasma NfL was significantly higher in unstable patients than in stable patients (10.74 vs. 7.23 pg/mL, p = 0.004). Significant negative associations were found between plasma NfL level and the volumes of total gray matter, bilateral caudate nucleus, putamen, and nucleus accumbens. CONCLUSION: Plasma NfL is valuable as a biomarker for neurological damage in patients with WD.


Subject(s)
Hepatolenticular Degeneration , Atrophy , Biomarkers , Hepatolenticular Degeneration/diagnostic imaging , Humans , Intermediate Filaments , Magnetic Resonance Imaging
7.
Parkinsonism Relat Disord ; 105: 132-138, 2022 12.
Article in English | MEDLINE | ID: mdl-35752549

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-ß 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.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Parkinson Disease , Humans , Middle Aged , Aged , Parkinson Disease/complications , Threonine , Prospective Studies , Alzheimer Disease/diagnosis , tau Proteins , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology , Biomarkers
8.
ACS Chem Neurosci ; 10(8): 3479-3485, 2019 08 21.
Article in English | MEDLINE | ID: mdl-31145586

ABSTRACT

The objective of the study was to explore the potential value of plasma indicators for identifying amnesic mild cognitive impairment (aMCI) and determine whether levels of plasma indicators are related to the performance of cognitive function and brain tissue volumes. In total, 155 participants (68 aMCI patients and 87 health controls) were recruited in the present cross-sectional study. The levels of plasma amyloid-ß (Aß) 40, Aß42, total tau (t-tau), and neurofilament light (NFL) were measured using an ultrasensitive quantitative method. Machine learning algorithms were performed for establishing an optimal model of identifying aMCI. Compared with healthy controls, Aß40 and Aß42 levels were lower and NFL levels were higher in plasma of aMCI patients with an exception of t-tau levels. In aMCI patients, the higher plasma Aß40 levels were correlated with the impaired episodic memory and negative correlations were observed between plasma t-tau levels and global cognitive function and gray matter (GM) volume. In addition, the higher plasma NFL levels were correlated with reduced hippocampus volume and total GM volume of the left inferior and middle temporal gyrus. An integrated model included clinical features, hippocampus volume, and plasma Aß42 and NFL and had the highest accuracy for detecting aMCI patients (accuracy, 74.2%). We demonstrated that plasma Aß40, Aß42, t-tau, and NFL may be useful to identify aMCI and correlate with cognitive decline and brain atrophy. Among these plasma indicators, Aß42 and NFL are more valuable as key members of a peripheral biomarker panel to detect aMCI.


Subject(s)
Amyloid beta-Peptides/blood , Cognitive Dysfunction/blood , Cognitive Dysfunction/diagnosis , Early Diagnosis , Neurofilament Proteins/blood , tau Proteins/blood , Aged , Alzheimer Disease/blood , Alzheimer Disease/diagnosis , Alzheimer Disease/pathology , Biomarkers/blood , Brain/pathology , Cognitive Dysfunction/pathology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged
9.
Aging (Albany NY) ; 11(13): 4521-4535, 2019 07 11.
Article in English | MEDLINE | ID: mdl-31295725

ABSTRACT

As a marker of neuroaxonal injury, neurofilament light (NFL) in blood is robustly elevated in many neurodegenerative conditions. We aimed to discover single nucleotide polymorphisms (SNPs) associated with longitudinal changes in plasma NFL levels that affect the risk of developing neurodegenerative disease and clinical disease progression. 545 eligible non-Hispanic white participants from the Alzheimer's Disease Neuroimaging Initiative (ADNI) with longitudinal plasma NFL data were included. Three SNPs (rs16840041, p=4.50×10-8; rs2269714, p=4.50×10-8; rs2269715, p=4.83×10-8) in CD1A were in high linkage disequilibrium (LD) and significantly associated with the increase in plasma NFL levels. We demonstrate a promoting effect of rs16840041-A on clinical disease progression (p = 0.006). Moreover, the minor allele (A) of rs16840041 was significantly associated with accelerated decline in [18F] Fluorodeoxyglucose (FDG) (estimate -1.6% per year [95% CI -0.6 to -2.6], p=0.0024). CD1A is a gene involved in longitudinal changes in plasma NFL levels and AD-related phenotypes among non-demented elders. Given the potential effects of these variants, CD1A should be further investigated as a gene of interest in neurodegenerative diseases and as a potential target for monitoring disease trajectories and treating disease.


Subject(s)
Antigens, CD1/genetics , Neurofilament Proteins/blood , Aged , Aged, 80 and over , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Reference Values
10.
BMC Med Genomics ; 11(1): 47, 2018 05 10.
Article in English | MEDLINE | ID: mdl-29747637

ABSTRACT

BACKGROUND: Plasma neurofilament light (NFL) is a promising biomarker for Alzheimer disease (AD), which increases in the early stage of AD and is associated with the progression of AD. We performed a genome-wide association study (GWAS) of plasma NFL in Alzheimer's Disease Neuroimaging Initiative 1 (ADNI-1) cohort to identify novel variants associated with AD. METHODS: This study included 179 cognitively healthy controls (HC), 176 patients with mild cognitive impairment (MCI), and 172 patients with AD. All subjects were restricted to non-Hispanic Caucasian derived from the ADNI cohort and met all quality control (QC) criteria. Association of plasma NFL with the genetic variants was assessed using PLINK with an additive genetic model, i.e.dose-dependent effect of the minor alleles. The influence of a genetic variant associated with plasma NFL (rs7943454) on brain structure was further assessed using PLINK with a linear regression model. RESULTS: The minor allele (T) of rs7943454 in leucine zipper protein 2 gene (LUZP2) was associated with higher plasma NFL at suggestive levels (P = 1.39 × 10- 6) in a dose-dependent fashion. In contrast, the minor allele (G) of rs640476 near GABRB2 was associated with lower plasma NFL at suggestive levels (P = 6.71 × 10- 6) in a dose-dependent effect in all diagnostic groups except the MCI group. Furthermore, the minor allele (T) of rs7943454 within LUZP2 increased the onset risk of AD (odds ratio = 1.547, confidence interval 95% = 1.018-2.351) and was associated with atrophy of right middle temporal gyrus in the whole cohort in the longitudinal study (P = 0.0234). CONCLUSION: GWAS found the associations of two single nucleotide polymorphisms (rs7943454 and rs640476) with plasma NFL at suggestive levels. Rs7943454 in LUZP2 was associated with the onset risk of AD and atrophy of right middle temporal gyrusin the whole cohort. Using an endophenotype-based approach, we identified rs7943454 as a new AD risk locus.


Subject(s)
Genetic Loci/genetics , Genome-Wide Association Study , Neurofilament Proteins/blood , Aged , Aged, 80 and over , Alleles , Alzheimer Disease/blood , Alzheimer Disease/genetics , Biomarkers/blood , Case-Control Studies , Cognitive Dysfunction/blood , Cognitive Dysfunction/genetics , DNA-Binding Proteins/genetics , Female , Genetic Predisposition to Disease/genetics , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , Regression Analysis
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