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1.
J Alzheimers Dis ; 84(1): 283-289, 2021.
Article in English | MEDLINE | ID: mdl-34542074

ABSTRACT

BACKGROUND: The pathophysiology of frontotemporal dementia (FTD) is poorly understood but recent studies implicate neuroinflammation as an important factor. However, little is known so far about the role of the resolution pathway, the response to inflammation that allows tissue to return to a homeostatic state. OBJECTIVE: We aimed to measure the concentrations of lipid mediators including specialized proresolving mediators (SPMs) and proinflammatory eicosanoids in the cerebrospinal fluid (CSF) of people with FTD. METHODS: 15 people with genetic FTD (5 with C9orf72 expansions, 5 with GRN mutations, and 5 with MAPT mutations) were recruited to the study along with 15 age- and sex-matched healthy controls. Targeted liquid chromatography-tandem mass spectrometry techniques were used to measure the CSF concentrations of lipid mediators in the docosahexaenoic acid (DHA), n-3 docosapentaenoic acid, eicosapentaenoic acid, and arachidonic acid (AA) metabolomes. RESULTS: Only the C9orf72 expansion carriers had higher concentrations of SPMs (DHA-derived maresins and DHA-derived resolvins) compared with controls. In contrast, GRN and MAPT mutation carriers had normal concentrations of SPMs but significantly higher concentrations of the proinflammatory AA-derived leukotrienes and AA-derived thromboxane compared with controls. Additionally, the C9orf72 expansion carriers also had significantly higher concentrations of AA-derived leukotrienes. CONCLUSION: This initial pilot study of lipid mediators provides a window into a novel biological pathway not previously investigated in FTD, showing differential patterns of alterations between those with C9orf72 expansions (where SPMs are higher) and GRN and MAPT mutations (where only proinflammatory eicosanoids are higher).


Subject(s)
Eicosanoids/cerebrospinal fluid , Frontotemporal Dementia/genetics , Frontotemporal Dementia/physiopathology , Inflammation , Lipids/cerebrospinal fluid , Mutation/genetics , Calcium Channels/genetics , Female , Frontotemporal Dementia/cerebrospinal fluid , Humans , Male , Middle Aged , Pilot Projects , Progranulins/genetics , tau Proteins/genetics
2.
J Neuroimmunol ; 359: 577698, 2021 10 15.
Article in English | MEDLINE | ID: mdl-34450374

ABSTRACT

IgM oligoclonal bands (OCMBs) against myelin-specific lipids have been identified as a marker for poor prognosis in multiple sclerosis (MS). The aim is to examine the relation between lipid-specific OCMBs (LS-OCMBs) and the evolution of MS. An analytical, ambispective and individual-based study was conducted. We selected 116 patients, out of whom 95 had LS-OCMBs. The predominant lipid recognized was phosphatidylcholine. The positive gangliosides OCMB group reached better scores in the 9HPT, and the phosphatidylcholine, sphingolipids and phosphatidylethanolamine OCMB groups showed statistical differences in the magnetic resonance parameters. In conclusion: some LS-OCMBs showed statistically significant differences with functional or imaging tests.


Subject(s)
Immunoglobulin M/cerebrospinal fluid , Lipids/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Multiple Sclerosis/diagnostic imaging , Oligoclonal Bands/cerebrospinal fluid , Cross-Sectional Studies , Female , Humans , Immunoglobulin M/immunology , Lipids/immunology , Magnetic Resonance Imaging/methods , Male , Multiple Sclerosis/immunology , Myelin Sheath/immunology , Oligoclonal Bands/immunology , Prognosis
3.
Mol Omics ; 17(3): 454-463, 2021 06 14.
Article in English | MEDLINE | ID: mdl-34125126

ABSTRACT

Alzheimer's disease (AD) is the most common cause of dementia and is associated with serious neurologic sequelae resulting from neurodegenerative changes. Identification of markers of early-stage AD could be important for designing strategies to arrest the progression of the disease. The brain is rich in lipids because they are crucial for signal transduction and anchoring of membrane proteins. Cerebrospinal fluid (CSF) is an excellent specimen for studying the metabolism of lipids in AD because it can reflect changes occurring in the brain. We aimed to identify CSF lipidomic alterations associated with AD, using untargeted lipidomics, carried out in positive and negative ion modes. We found CSF lipids that were significantly altered in AD cases. In addition, comparison of CSF lipid profiles between persons with mild cognitive impairment (MCI) and AD showed a strong positive correlation between the lipidomes of the MCI and AD groups. The novel lipid biomarkers identified in this study are excellent candidates for validation in a larger set of patient samples and as predictive biomarkers of AD through future longitudinal studies. Once validated, the lipid biomarkers could lead to early detection, disease monitoring and the ability to measure the efficacy of potential therapeutic interventions in AD.


Subject(s)
Alzheimer Disease/metabolism , Biomarkers/cerebrospinal fluid , Cognitive Dysfunction/metabolism , Lipidomics/methods , Lipids/cerebrospinal fluid , Aged , Aged, 80 and over , Alzheimer Disease/cerebrospinal fluid , Case-Control Studies , Chromatography, High Pressure Liquid , Cognitive Dysfunction/cerebrospinal fluid , Female , Humans , Male , Middle Aged , Tandem Mass Spectrometry
4.
J Steroid Biochem Mol Biol ; 210: 105870, 2021 06.
Article in English | MEDLINE | ID: mdl-33684483

ABSTRACT

Multiple sclerosis is an autoimmune disease that affects the central nervous system. Dysfunction of the immune system leads to lesions that cause motor, sensory, cognitive, visual and/or sphincter disturbances. In the long term, these disorders can progress towards an irreversible handicap. The diagnosis takes time because there are no specific criteria to diagnose multiple sclerosis. To realize the diagnosis, a combination of clinical, biological, and radiological arguments is therefore required. Hence, there is a need to identify multiple sclerosis biomarkers. Some biomarkers target immunity through the detection of oligoclonal bands, the measurement of the IgG index and cytokines. During the physiopathological process, the blood-brain barrier can be broken, and this event can be identified by measuring metalloproteinase activity and diffusion of gadolinium in the brain by magnetic resonance imaging. Markers of demyelination and of astrocyte and microglial activity may also be of interest as well as markers of neuronal damage and mitochondrial status. The measurement of different lipids in the plasma and cerebrospinal fluid can also provide suitable information. These different lipids include fatty acids, fatty acid peroxidation products, phospholipids as well as oxidized derivatives of cholesterol (oxysterols). Oxysterols could constitute new biomarkers providing information on the form of multiple sclerosis, the outcome of the disease and the answer to treatment.


Subject(s)
Biomarkers/analysis , Lipids/analysis , Multiple Sclerosis/physiopathology , Oxysterols/metabolism , Biomarkers/metabolism , Blood-Brain Barrier/physiopathology , Fatty Acids/metabolism , Humans , Immunoglobulin G/blood , Lipids/blood , Lipids/cerebrospinal fluid , Multiple Sclerosis/therapy , Myelin Sheath/metabolism
5.
Sci Rep ; 11(1): 3047, 2021 02 04.
Article in English | MEDLINE | ID: mdl-33542362

ABSTRACT

Arachidonic acid (AA), docosahexaenoic acid (DHA), and eicosapentaenoic acid (EPA) derived lipids play key roles in initiating and resolving inflammation. Neuro-inflammation is thought to play a causal role in perioperative neurocognitive disorders, yet the role of these lipids in the human central nervous system in such disorders is unclear. Here we used liquid chromatography-mass spectrometry to quantify AA, DHA, and EPA derived lipid levels in non-centrifuged cerebrospinal fluid (CSF), centrifuged CSF pellets, and centrifuged CSF supernatants of older adults obtained before, 24 h and 6 weeks after surgery. GAGE analysis was used to determine AA, DHA and EPA metabolite pathway changes over time. Lipid mediators derived from AA, DHA and EPA were detected in all sample types. Postoperative lipid mediator changes were not significant in non-centrifuged CSF (p > 0.05 for all three pathways). The AA metabolite pathway showed significant changes in centrifuged CSF pellets and supernatants from before to 24 h after surgery (p = 0.0000247, p = 0.0155 respectively), from before to 6 weeks after surgery (p = 0.0000497, p = 0.0155, respectively), and from 24 h to 6 weeks after surgery (p = 0.0000499, p = 0.00363, respectively). These findings indicate that AA, DHA, and EPA derived lipids are detectable in human CSF, and the AA metabolite pathway shows postoperative changes in centrifuged CSF pellets and supernatants.


Subject(s)
Immunologic Factors/cerebrospinal fluid , Lipid Metabolism/immunology , Lipids/immunology , Neurocognitive Disorders/genetics , Aged , Aged, 80 and over , Arachidonic Acid/cerebrospinal fluid , Arachidonic Acid/immunology , Central Nervous System/immunology , Central Nervous System/metabolism , Central Nervous System/pathology , Chromatography, Liquid , Docosahexaenoic Acids/cerebrospinal fluid , Docosahexaenoic Acids/immunology , Eicosapentaenoic Acid/cerebrospinal fluid , Eicosapentaenoic Acid/immunology , Female , Humans , Immunologic Factors/immunology , Inflammation/cerebrospinal fluid , Inflammation/immunology , Lipids/cerebrospinal fluid , Male , Mass Spectrometry , Middle Aged , Neurocognitive Disorders/cerebrospinal fluid , Neurocognitive Disorders/immunology , Neurocognitive Disorders/pathology , Perioperative Medicine
6.
J Clin Lab Anal ; 35(3): e23673, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33476447

ABSTRACT

BACKGROUND: Metabolic syndrome becomes a focus of clinical cares to people living with HIV (PLHIV) globally. This study aimed to explore the metabolic profiles in cerebrospinal fluid (CSF) of Chinese people living with HIV (PLHIV). METHODS: Cerebrospinal fluid samples from PLHIV and healthy controls were collected from our hospital. Then, the metabolic profiles of CSFs were analyzed PLHIV with healthy individual as the normal controls using the untargeted GC/TOFMS. Following this, kyoto encyclopedia of genes and genomes annotation and pathway analysis were performed to further explore the underlying mechanism of these metabolic alterations in cognitive impairment of PLHIV. RESULTS: Both PCA analysis and OPLS-DA had presented that most samples were localized in 95% CI and the gap between control and HIV could significantly separate from each other. Upon this quality control, a total of 82 known metabolites were identified in CSF between PLHIV and healthy controls. Clustering of these metabolites presented that these differentially expressed metabolites could markedly distinguish HIV from healthy controls. Further pathway analyses showed that TCA cycle (citric acid, fumaric acid, lactate, et al.), amino acid (arginine, proline, alanine, aspartate, glutamine, et al.), lipid (cholesterol, butyrate, et al.) metabolisms were significantly changed in CSF of PLHIV, which might affect the cognitive status of PLHIV via affecting neuron energy support, signaling transduction, and neuroinflammation. CONCLUSION: Metabolic profiles were significantly altered in CSF and might play key roles in the etiology of cognitive impairment of PHLIV. Further explore the exact mechanism for these metabolic changes might be useful for cognitive impairment management of PHLIV.


Subject(s)
Cerebrospinal Fluid/metabolism , Gas Chromatography-Mass Spectrometry/methods , HIV Infections/cerebrospinal fluid , Metabolic Syndrome/cerebrospinal fluid , Adult , Amino Acids/cerebrospinal fluid , Asian People , Case-Control Studies , Cerebrospinal Fluid/virology , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/virology , Female , HIV Infections/complications , Humans , Lipids/cerebrospinal fluid , Male , Metabolic Syndrome/virology , Middle Aged
7.
Semin Cell Dev Biol ; 112: 145-156, 2021 04.
Article in English | MEDLINE | ID: mdl-33036880

ABSTRACT

Traumatic brain injury (TBI) is a neurological condition which affects a large number of individuals worldwide, across all ages. It can lead to major physical, cognitive and psychological impairment, and represents a considerable health cost burden. TBI is a heterogeneous condition and there has been intense effort over the last decade to identify better biomarkers, which would enable an optimum and personalized treatment. The brain is highly enriched in a variety of lipids, including fatty acids, glycerophospholipids, glycerolipids, sterols and sphingolipids. There is accumulating evidence in clinical studies in TBI patients and also in experimental models of TBI, that injury triggers a complex pattern of changes in various lipid classes. Such changes can be detected in blood (plasma/serum), cerebrospinal fluid and also in brain tissue. They provide new insights into the pathophysiology of TBI, and have biomarker potential. Here, we review the various changes reported and discuss the scope and value of these lipid focused studies within the TBI field.


Subject(s)
Brain Injuries, Traumatic/genetics , Brain/metabolism , Lipid Metabolism/genetics , Lipids/genetics , Animals , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Brain/pathology , Brain Injuries, Traumatic/blood , Brain Injuries, Traumatic/cerebrospinal fluid , Brain Injuries, Traumatic/pathology , Fatty Acids/blood , Fatty Acids/cerebrospinal fluid , Fatty Acids/metabolism , Glycerophospholipids/blood , Glycerophospholipids/cerebrospinal fluid , Glycerophospholipids/metabolism , Humans , Lipids/blood , Lipids/cerebrospinal fluid
8.
Sci Rep ; 10(1): 18380, 2020 10 27.
Article in English | MEDLINE | ID: mdl-33110173

ABSTRACT

Multiple sclerosis (MS) and Guillain-Barré syndrome (GBS) are demyelinating disorders affecting the central nervous system and peripheral nervous system (PNS), respectively. Cerebrospinal fluid (CSF) is one of the most valuable sources of diagnostic biomarkers in neurological diseases. In the present study high sensitivity shotgun mass spectrometry was used to characterise the CSF lipidome of patients with MS, GBS and controls with non-demyelinating diseases. The quantification of 222 CSF lipid molecular species revealed characteristic changes in the absolute and relative lipid concentrations in MS and GBS compared to the controls. For the GBS group, the fourfold elevation in the total lipid content was a discriminatory and a newly identified feature of PNS demyelination. In contrast, in MS, the accumulation of the myelin-derived cerebrosides represented a specific feature of demyelination. As a common feature of demyelination, we identified upregulated levels of lipid metabolic intermediates. We found strong positive correlation between total protein content and lipid concentrations in both diseases. By exploring the CSF lipidome we demonstrate usefulness of broad-range shotgun lipidomic analysis as a fast and reliable method of biomarker discovery in patients with demyelinating neurological disorders that might be a valuable diagnostic complement to existing examinations.


Subject(s)
Demyelinating Diseases/cerebrospinal fluid , Guillain-Barre Syndrome/cerebrospinal fluid , Lipids/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Aged , Biomarkers/cerebrospinal fluid , Female , Humans , Male , Middle Aged
9.
Article in English | MEDLINE | ID: mdl-32738523

ABSTRACT

A typical lipidomics approach aims at the simultaneous analysis of a multitude of lipid species from different lipid classes with highest possible sensitivity for all target lipids. Efficient extraction of lipids from the biological matrix is a crucial step in the analytical workflow. Whereas numerous applications of classical and more recently published extraction methods have been reported for blood serum or plasma samples, very little is known about the applicability of these methods for cerebrospinal fluid (CSF). CSF though represents a highly interesting biofluid for the investigation of neurological disorders, such as Alzheimer's disease, Parkinson's disease, multiple sclerosis, amyotrophic lateral sclerosis, or brain cancer. Since CSF comprises substantially lower endogenous lipid concentrations compared to serum or plasma, the use of highly efficient extraction methods is of utmost importance. In addition, literature on lipid extraction methods is often inconsistent in terms of methodological parameters like temperature, mixing times, or the number of repeated extraction cycles. In this study, four liquid-liquid extraction methods (Folch, Bligh & Dyer, MTBE and BUME) and one protein precipitation method (MMC method) were evaluated using a pooled CSF sample, followed by the investigation of key process parameters (temperature and mixing times) and modifications of the most promising methods, in order to achieve a broad coverage of lipid classes as well as high recoveries and repeatabilities. A modified Folch method turned out as most suitable for the efficient extraction of a broad range of lipid classes from CSF including glycerophospholipids, glycerolipids and sphingolipids. In addition, using cooled solvents and equipment was shown to significantly improve lipid extraction efficiencies. Mixing times should be thoroughly optimized for the lipid classes of interest in order to achieve high recoveries without lipid degradation due to unnecessarily long mixing. Finally, acidification led to improved extraction efficiency for acidic glycerophospholipids.


Subject(s)
Chromatography, High Pressure Liquid/methods , Lipidomics/methods , Lipids/cerebrospinal fluid , Lipids/isolation & purification , Humans , Liquid-Liquid Extraction , Mass Spectrometry
10.
J Stroke Cerebrovasc Dis ; 29(9): 105054, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32807460

ABSTRACT

BACKGROUND: Phospholipids and sphingolipids are cell membrane components, that participate in signaling events and regulate a wide variety of vital cellular processes. Sphingolipids are involved in ischemic stroke pathophysiology. Throughout cleavage of membrane sphingomyelin by sphingomyelinase in stroke patients, it results in increased Ceramide (Cer) levels in brain tissue. Different studies showed the evidence that sphingomyelinase with Cer production induces expression of interleukin (IL)-6 and have vasoconstrictive proprieties. With this study, we intend to evaluate cerebrospinal fluid (CSF) lipid profile changes in a rabbit closed cranium subarachnoid hemorrhage (SAH) model. METHODS: A total of 14 New Zealand white rabbits were randomly allocated either to SAH or sham group. In the first group SAH was induced by extracranial-intracranial shunting from the subclavian artery into the cisterna magna. Intracranial pressure (ICP) and arterial blood pressure were continuously monitored. Digital subtraction angiography of the basilar artery, CSF and blood samples were performed at day 0 pre SAH and on day 3 post SAH. The amount of IL-6 and various lipids in CSF were quantified using ELISA and Liquid Chromatography-Mass Spectrometry respectively. Cell death was detected in bilateral basal cortex, hippocampus (CA1 and CA3) using terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL). RESULTS: SAH Induction led to acute increase of ICP and increased delayed cerebral vasospasm (DCVS). At follow up CSF IL-6 levels showed a significant increase compared to baseline. Between baseline and follow up there were no significant differences in any of the measured CSF Lipids irrespective of subgroups. No relevant correlation was found between IL-6 and any of the sphingolipids. We found a correlation between baseline and follow up for the phospholipids phosphatidylethanolamine and phosphatidylcholine. CONCLUSIONS: Neuronal apoptosis, DCVS and IL-6 seems not to be related to changes in CSF lipid profiles except for PEA and PC in a rabbit closed cranium SAH model.


Subject(s)
Basilar Artery/physiopathology , Interleukin-6/cerebrospinal fluid , Lipids/cerebrospinal fluid , Neurons/metabolism , Subarachnoid Hemorrhage/cerebrospinal fluid , Vasoconstriction , Vasospasm, Intracranial/cerebrospinal fluid , Animals , Apoptosis , Basilar Artery/diagnostic imaging , Biomarkers/cerebrospinal fluid , Disease Models, Animal , Interleukin-6/biosynthesis , Intracranial Pressure , Neurons/pathology , Phosphatidylcholines/cerebrospinal fluid , Phosphatidylethanolamines/cerebrospinal fluid , Pilot Projects , Rabbits , Subarachnoid Hemorrhage/diagnostic imaging , Subarachnoid Hemorrhage/pathology , Subarachnoid Hemorrhage/physiopathology , Vasospasm, Intracranial/diagnostic imaging , Vasospasm, Intracranial/pathology , Vasospasm, Intracranial/physiopathology
11.
Metabolomics ; 16(1): 6, 2019 12 12.
Article in English | MEDLINE | ID: mdl-31832778

ABSTRACT

INTRODUCTION: High-fat diets increase risk for Alzheimer's disease, but individuals with the risk gene APOE ε4 (E4) paradoxically have improved memory soon after high fat feeding. Little is known about how dietary lipids affect CNS lipids, especially in older adults. OBJECTIVES: We analyzed the lipidomic signature of cerebrospinal fluid (CSF) in older adults who underwent both a saline and TG infusion. We further analyzed these data by E4 carrier status. METHODS: Older adults (n = 21, age 67.7 ± 8.6) underwent a 5-h TG and saline infusion on different days in random crossover design; lumbar CSF was collected at the end of the infusion. Lipids were extracted using dichloromethane/methanol and 13 classes of lipids analyzed using the Lipidyzer platform consisting of an AB Sciex 5500 MS/MS QTraps system equipped with a SelexION for differential mobility spectrometry (DMS). Multiple reaction monitoring was used to target and quantify 1070 lipids in positive and negative ionization modes with and without DMS. RESULTS: The TG infusion increased total lipids in the CSF, including the appearance of more lipids at the detection limit in the TG samples compared to saline (Chi square p < 0.0001). The infusion increased the total level of diacylglycerols and lysophosphatidylcholines and reduced dihydroceramides. Of the possible 1070 lipids detectable, we found 348 after saline and 365 after TG infusion. Analysis using MetaboAnalyst revealed 11 specific lipids that changed; five of these lipids decreased after TG infusion, and four of them differed by E4 status, but none differed by cognitive diagnosis or sex. CONCLUSION: These results in older adults show that blood lipids affect lipid profiles in CSF and such profiles are modified by APOE status. This suggests that how the CNS handles lipids may be important in the AD phenotype.


Subject(s)
Apolipoproteins E/genetics , Biomarkers/cerebrospinal fluid , Lipids/cerebrospinal fluid , Triglycerides/administration & dosage , Administration, Intravenous , Aged , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Chromatography, High Pressure Liquid , Female , Humans , Male , Middle Aged , Principal Component Analysis , Tandem Mass Spectrometry
12.
Sci Rep ; 9(1): 11313, 2019 08 05.
Article in English | MEDLINE | ID: mdl-31383928

ABSTRACT

Multiple sclerosis (MS) is a complex multifactorial neuropathology. Although its etiology remains unclear, it has been demonstrated that the immune system attacks myelin, leading to demyelination and axonal damage. The involvement of lipids as one of the main components of myelin sheaths in MS and other demyelinating diseases has been postulated. However, it is still a matter of debate whether specific alteration patterns exist over the disease course. Here, using a lipidomic approach, we demonstrated that, at the time of diagnosis, the cerebrospinal fluid of MS patients presented differences in 155 lipid species, 47 of which were identified. An initial hierarchical clusterization was used to classify MS patients based on the presence of 25 lipids. When a supervised method was applied in order to refine this classification, a lipidomic signature was obtained. This signature was composed of 15 molecules belonging to five different lipid families including fatty acids (FAs). An FA-targeted approach revealed differences in two members of this family: 18:3n3 and 20:0 (arachidic acid). These results reveal a CSF lipidomic signature in MS patients at the time of diagnosis that might be considered as a potential diagnostic tool.


Subject(s)
Lipids/cerebrospinal fluid , Multiple Sclerosis/cerebrospinal fluid , Adult , Disease Progression , Female , Humans , Lipidomics , Male , Middle Aged , Multiple Sclerosis/diagnosis
13.
Methods Mol Biol ; 2044: 353-361, 2019.
Article in English | MEDLINE | ID: mdl-31432425

ABSTRACT

Lipidomics aims at characterizing lipid profiles and their biological role with respect to protein expression involved in lipid metabolism. Specifically, cerebrospinal fluid (CSF) lipidomics is offering a new perspective in the search for surrogate biomarkers to facilitate early diagnosis of psychiatric and neurodegenerative diseases. In this chapter, we describe a nontargeted approach to profile lipid molecular species present in human CSF using ultrahigh-performance liquid chromatography-electrospray ionization-time-of-flight mass spectrometry (UPLC-ESI-ToF-MS). This workflow complements the toolbox useful for the exploration and monitoring neurodegenerative mechanisms associated with a dysregulation in lipid metabolism.


Subject(s)
Lipidomics/methods , Lipids/cerebrospinal fluid , Spectrometry, Mass, Electrospray Ionization/methods , Chromatography, High Pressure Liquid/methods , Humans , Lipids/chemistry , Lipids/isolation & purification , Software , Workflow
14.
J Mol Neurosci ; 69(1): 94-105, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31134532

ABSTRACT

The lack of a single predictive or diagnostic test in multiple sclerosis (MS) remains a major obstacle in the patient's care. The aim of this study was to investigate metabolic profiles, especially lipids in cerebrospinal fluid (CSF) using 1H-NMR spectroscopy and metabolomics analysis to discriminate MS patient group from the control ones. In this study, 19 MS patients and 19 controls, without neurological problems, patients were enrolled. To obtain the CSF metabolic profiles, NMR spectroscopy was used. Hydrophilic and hydrophobic compounds were analyzed using univariate and multivariate supervised analysis orthogonal partial least square discriminant analysis (OPLS-DA). Targeted OPLS-DA analysis of 32 hydrophilic and 17 hydrophobic compounds obtained 9 hydrophilic metabolites and 8 lipid functional groups which had the highest contribution to patient's group separation. Lower concentrations of CSF hydrophilic and hydrophobic compounds were observed in MS patients as compared to control group. Acetone, choline, urea, 1,3-dimethylurate, creatinine, isoleucine, myo-inositol, leucine, and 3-OH butyrate; saturated and monounsaturated acyl groups of ω-9, ω-7, ω-6, ω-3, and fatty acid, triglycerides, 1,3-DG, 1-MG, and unassigned component signal at 3.33 ppm were the most important signal compounds in group separation. Analysis of metabolic profile of raw CSF and their lipid extract shows decreased levels of many compounds and led to the conclusion that MS patients could have a disturbance in many metabolic pathways perhaps leading to the decreased level of acetyl-CoA and/or inflammation. CSF metabolic profile analyses could be used as a fingerprint for early MS diagnosis.


Subject(s)
Metabolome , Multiple Sclerosis/cerebrospinal fluid , Acetone/cerebrospinal fluid , Adult , Amino Acids/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Case-Control Studies , Choline/cerebrospinal fluid , Creatinine/cerebrospinal fluid , Female , Humans , Lipids/cerebrospinal fluid , Male , Middle Aged , Urea/cerebrospinal fluid
15.
J Alzheimers Dis ; 68(1): 281-293, 2019.
Article in English | MEDLINE | ID: mdl-30775998

ABSTRACT

Alzheimer's disease (AD) is a disease of advanced civilization and a common form of dementia in people over 65 years of age. We used Fourier transform infrared (FTIR) spectroscopy combined with principal component analysis (PCA) to determine changes in the quantity and quality of the cerebrospinal fluid from AD patients at three different stages of the disease (ADI, ADII, and ADIII), as well as from patients with mild cognitive impairment (MCI). Moreover, based on the FTIR spectra, we calculated the ratio of α-helix and ß-sheet secondary protein structures as well as the lipid-protein balance as potential AD markers. The FTIR spectra of cerebrospinal fluid obtained from MCI, ADI, ADII, and ADIII patients showed that peaks corresponding to protein and deoxyribonucleic acid (DNA), and phospholipid and lipid vibrations were shifted in comparison with those of control subjects. Furthermore, the levels of these chemical compounds were lower in the patients than in the control subjects. The ß-sheet secondary protein structure levels were increased in the MCI and AD patients compared with the control subjects. In addition, significant changes in the lipid-protein balance were observed. Interestingly, as the disease progressed, the lipid-protein balance became further disrupted, that is, the lipid amount decreased with disease progression. PCA analysis of lipid-protein FTIR regions revealed that the spectra could be used to distinguish between controls and patients with MCI, ADI, ADII, and ADIII.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Cerebrospinal Fluid Proteins/analysis , Lipids/cerebrospinal fluid , Aged , Aged, 80 and over , Biomarkers/cerebrospinal fluid , Disease Progression , Female , Humans , Male , Middle Aged , Spectroscopy, Fourier Transform Infrared
16.
Talanta ; 195: 619-627, 2019 Apr 01.
Article in English | MEDLINE | ID: mdl-30625592

ABSTRACT

The cerebrospinal fluid (CSF) lipidome is attracting increasing attention due to the importance of lipids in brain molecular signaling and their involvement in several neurological diseases. Different solvent systems have been used for the extraction of multiple lipid classes from CSF but no comparative study of the effectiveness of these protocols has been carried out. To optimize CSF lipid extraction for lipidomic measurements by untargeted ultra-high performance liquid chromatography - mass spectrometry, we evaluate and compare two sample preparation protocols, one involving protein precipitation with isopropanol (IPA) and other consisting of a liquid-liquid extraction with chloroform-methanol. For that purpose, human CSF from neurologically healthy and normolipidemic volunteers was used. The criteria established to compare these two methods were based on four critical aspects of sample preparation: simplicity, lipid coverage, reproducibility and recovery efficiencies. We found that both methods were highly reproducible techniques (>75% of the lipids with coefficient of variation (CV) <30%). In terms of recovery, the single-step IPA procedure yielded better values for most of the lipid classes and it was less toxic and simpler than the liquid-liquid extraction method. In relation to lipid coverage, variation in selectivity was observed between methods, providing evidence that IPA was more selective for polar lipids. Overall, IPA precipitation provides excellent results in terms of simplicity of execution, lipid coverage, reproducibility and recovery. We conclude that it is a choice procedure for large-scale, untargeted lipid profiling using UHPLC-MS in CSF analysis.


Subject(s)
2-Propanol/chemistry , Lipids/cerebrospinal fluid , Solvents/chemistry , Chemical Precipitation , Chloroform/chemistry , Chromatography, High Pressure Liquid , Humans , Mass Spectrometry , Methanol/chemistry , Reproducibility of Results
17.
Methods Mol Biol ; 1750: 69-74, 2018.
Article in English | MEDLINE | ID: mdl-29512065

ABSTRACT

High-resolution mass spectrometry provides the resolution required for direct infusion allowing detection and characterization of a vast array of lipids with a single injection. This chapter presents the methodology utilized for both unbiased and targeted lipidomics of cerebrospinal fluid.


Subject(s)
Lipids/cerebrospinal fluid , Mass Spectrometry/methods , Metabolomics , Animals , Humans
18.
Sci Rep ; 8(1): 1025, 2018 01 18.
Article in English | MEDLINE | ID: mdl-29348591

ABSTRACT

Multiple sclerosis (MS) is a chronic, progressive, inflammatory and degenerative disease of central nervous system. Here, we aimed to develop a method for differential diagnosis of Relapsing-Remitting MS (RRMS) and clinically isolated syndrome (CIS) patients, as well as to identify CIS patients who will progress to RRMS, from cerebrospinal fluid (CSF) by infrared (IR) spectroscopy and multivariate analysis. Spectral analyses demonstrated significant differences in the molecular contents, especially in the lipids and Z conformation of DNA of CSF from CIS, CIS to RRMS transformed (TCIS) and RRMS groups. These changes enables the discrimination of diseased groups and controls (individuals with no neurological disease) from each other using hierarchical cluster and principal component analysis. Some CIS samples were consistently clustered in RRMS class, which may indicate that these CIS patients potentially will transform to RRMS over time. Z-DNA band at 795 cm-1 that is existent only in diseased groups and significant increase in carbonyl amount, decrease in amideI/amide II and lipid/protein ratios observed only for RRMS groups can be used as diagnostic biomarkers. The results of the present study shed light on the early diagnosis of RRMS by IR spectroscopy complemented with multivariate analysis tools.


Subject(s)
Multiple Sclerosis, Relapsing-Remitting/cerebrospinal fluid , Multiple Sclerosis, Relapsing-Remitting/diagnosis , Spectroscopy, Fourier Transform Infrared , Biomarkers , Cerebrospinal Fluid Proteins/chemistry , Computational Biology/methods , Humans , Lipids/cerebrospinal fluid , Multivariate Analysis , Nucleic Acids/cerebrospinal fluid , ROC Curve
19.
Brain Nerve ; 69(7): 825-833, 2017 Jul.
Article in Japanese | MEDLINE | ID: mdl-28739997

ABSTRACT

To cope with an aging society, development of disease-modifying drugs for Alzheimer's disease (AD) is essential. Currently, only symptomatic treatments that suppress clinical manifestations are available. Amyloid-ß42 (Aß42) is an AD-related pathogenic molecule that triggers development of AD pathology; thus, decreasing Aß42 in the brain is a promising candidate for AD therapy. Numerous pharmaceutical companies have developed therapeutic drugs against Aß42, such as ß-secretase inhibitors, γ-secretase inhibitors, and anti-Aß monoclonal antibodies, but in clinical trials for patients with mild to moderate AD, these drugs did not meet the expected endpoints. These results suggest that earlier administration of these drugs to individuals who have not yet developed cognitive decline, but have AD pathological changes in the brain or high risk of developing these changes, may be beneficial. To enable such early treatment, preclinical AD biomarkers are required. In this review, we comment on current AD biomarkers in cerebrospinal fluid and in blood. We also explain CSF/blood APL1ß, which is a candidate surrogate marker for Aß42 in the brain.


Subject(s)
Alzheimer Disease/diagnosis , Amyloid beta-Peptides/blood , Amyloid beta-Peptides/cerebrospinal fluid , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Humans , Lipids/blood , Lipids/cerebrospinal fluid , MicroRNAs/blood , MicroRNAs/cerebrospinal fluid , tau Proteins/blood , tau Proteins/cerebrospinal fluid
20.
J Lipid Res ; 58(1): 267-278, 2017 01.
Article in English | MEDLINE | ID: mdl-27811233

ABSTRACT

As neurons die, cholesterol is released in the central nervous system (CNS); hence, this sterol and its metabolites may represent a biomarker of neurodegeneration, including in amyotrophic lateral sclerosis (ALS), in which altered cholesterol levels have been linked to prognosis. More than 40 different sterols were quantified in serum and cerebrospinal fluid (CSF) from ALS patients and healthy controls. In CSF, the concentration of cholesterol was found to be elevated in ALS samples. When CSF metabolite levels were normalized to cholesterol, the cholesterol metabolite 3ß,7α-dihydroxycholest-5-en-26-oic acid, along with its precursor 3ß-hydroxycholest-5-en-26-oic acid and product 7α-hydroxy-3-oxocholest-4-en-26-oic acid, were reduced in concentration, whereas metabolites known to be imported from the circulation into the CNS were not found to differ in concentration between groups. Analysis of serum revealed that (25R)26-hydroxycholesterol, the immediate precursor of 3ß-hydroxycholest-5-en-26-oic acid, was reduced in concentration in ALS patients compared with controls. We conclude that the acidic branch of bile acid biosynthesis, known to be operative in-part in the brain, is defective in ALS, leading to a failure of the CNS to remove excess cholesterol, which may be toxic to neuronal cells, compounded by a reduction in neuroprotective 3ß,7α-dihydroxycholest-5-en-26-oic acid.


Subject(s)
Amyotrophic Lateral Sclerosis/blood , Amyotrophic Lateral Sclerosis/cerebrospinal fluid , Bile Acids and Salts/isolation & purification , Cholesterol/isolation & purification , Lipids/isolation & purification , Aged , Amyotrophic Lateral Sclerosis/pathology , Bile Acids and Salts/blood , Bile Acids and Salts/cerebrospinal fluid , Central Nervous System/metabolism , Central Nervous System/pathology , Cholesterol/blood , Cholesterol/cerebrospinal fluid , Female , Humans , Lipids/blood , Lipids/cerebrospinal fluid , Male , Middle Aged , Nerve Degeneration/blood , Nerve Degeneration/cerebrospinal fluid , Nerve Degeneration/pathology , Neurons/metabolism , Neurons/pathology
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