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1.
Brain Imaging Behav ; 15(2): 1043-1057, 2021 Apr.
Article En | MEDLINE | ID: mdl-32748320

Dislipidemia is a risk factor for cognitive impairment. We studied the association between interindividual variability of plasma lipids and white matter (WM) microstructure, using diffusion tensor imaging (DTI) in 273 healthy adults. Special focus was placed on 7 regions of interest (ROI) which are structural components of cognitive neurocircuitry. We also investigated the effect of plasma lipids on cerebrospinal fluid (CSF) neurofilament light chain (NfL), an axonal degeneration marker. Low density lipoprotein (LDL) and triglyceride (TG) levels showed a negative association with axial diffusivity (AxD) in multiple regions. High density lipoproteins (HDL) showed a positive correlation. The association was independent of Apolipoprotein E (APOE) genotype, blood pressure or use of statins. LDL moderated the relation between NfL and AxD in the body of the corpus callosum (p = 0.041), right cingulum gyrus (p = 0.041), right fornix/stria terminalis (p = 0.025) and right superior longitudinal fasciculus (p = 0.020) and TG in the right inferior longitudinal fasciculus (p = 0.004) and left fornix/stria terminalis (p = 0.001). We conclude that plasma lipids are associated to WM microstructural changes and axonal degeneration and might represent a risk factor in the transition from healthy aging to disease.


Diffusion Tensor Imaging , White Matter , Brain , Humans , Lipids , Magnetic Resonance Imaging , Plasma , White Matter/diagnostic imaging
2.
J Alzheimers Dis ; 76(2): 643-656, 2020.
Article En | MEDLINE | ID: mdl-32538843

BACKGROUND: Abnormal cholesterol metabolism changes the neuronal membrane and may promote amyloidogenesis. Oxysterols in cerebrospinal fluid (CSF) are related to Alzheimer's disease (AD) biomarkers in mild cognitive impairment and dementia. Cholesterol turnover is important for axonal and white matter (WM) microstructure maintenance. OBJECTIVE: We aim to demonstrate that the association of oxysterols, AD biomarkers, and WM microstructure occurs early in asymptomatic individuals. METHODS: We studied the association of inter-individual variability of CSF 24-hydroxycholesterol (24-OHC), 27-hydroxycholesterol (27-OHC), 7-ketocholesterol (7-KC), 7ß-hydroxycholesterol (7ß-OHC), amyloid-ß42 (Aß42), total-tau (t-tau), phosphorylated-tau (p-tau), neurofilament (NfL), and WM microstructure using diffusion tensor imaging, generalized linear models and moderation/mediation analyses in 153 healthy adults. RESULTS: Higher 7-KC levels were related to lower Aß42, indicative of greater AD pathology (p = 0.041) .  Higher 7-KC levels were related to lower fractional anisotropy (FA) and higher mean (MD), axial (AxD), and radial (RD) diffusivity. 7-KC modulated the association between AxD and NfL in the corpus callosum splenium (B = 39.39, p = 0.017), genu (B = 68.64, p = 0.000), and fornix (B = 10.97, p = 0.000). Lower Aß42 levels were associated to lower FA and higher MD, AxD, and RD in the fornix, corpus callosum, inferior longitudinal fasciculus, and hippocampus. The association between AxD and Aß42 was moderated by 7K-C (p = 0.048). CONCLUSION: This study adds clinical evidence to support the role of 7K-C on axonal integrity and the involvement of cholesterol metabolism in the Aß42 generation process.


Amyloid beta-Peptides/cerebrospinal fluid , Cognition/physiology , Ketocholesterols/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , White Matter/diagnostic imaging , Adult , Aged , Aged, 80 and over , Biomarkers/cerebrospinal fluid , Cohort Studies , Cross-Sectional Studies , Female , Humans , Longitudinal Studies , Magnetic Resonance Imaging/methods , Male , Middle Aged , White Matter/metabolism
3.
Brain Behav ; 8(9): e01080, 2018 09.
Article En | MEDLINE | ID: mdl-30136422

INTRODUCTION: Amyloid plaque deposition in the brain is an early pathological change in Alzheimer's disease (AD), causing disrupted synaptic connections. Brain network disruptions in AD have been demonstrated with eigenvector centrality (EC), a measure that identifies central regions within networks. Carrying an apolipoprotein (APOE)-ε4 allele is a genetic risk for AD, associated with increased amyloid deposition. We studied whether APOE-ε4 carriership is associated with EC disruptions in cognitively normal individuals. METHODS: A total of 261 healthy middle-aged to older adults (mean age 56.6 years) were divided into high-risk (APOE-ε4 carriers) and low-risk (noncarriers) groups. EC was computed from resting-state functional MRI data. Clusters of between-group differences were assessed with a permutation-based method. Correlations between cluster mean EC with brain volume, CSF biomarkers, and psychological test scores were assessed. RESULTS: Decreased EC in the visual cortex was associated with APOE-ε4 carriership, a genetic risk factor for AD. EC differences were correlated with age, CSF amyloid levels, and scores on the trail-making and 15-object recognition tests. CONCLUSION: Our findings suggest that the APOE-ε4 genotype affects brain connectivity in regions previously found to be abnormal in AD as a sign of very early disease-related pathology. These differences were too subtle in healthy elderly to use EC for single-subject prediction of APOE genotype.


Alzheimer Disease/genetics , Apolipoprotein E4/genetics , Brain Mapping/methods , Brain/diagnostic imaging , Cognition , Female , Genotype , Humans , Longitudinal Studies , Magnetic Resonance Imaging/methods , Male , Middle Aged , Reference Values , Spain
4.
Neurology ; 91(3): e217-e226, 2018 07 17.
Article En | MEDLINE | ID: mdl-29898969

OBJECTIVE: To investigate the cognitive profile of healthy individuals with increased Cardiovascular Risk Factors, Aging and Dementia (CAIDE) dementia risk score and to explore whether this association is related to vascular burden and CSF biomarkers of amyloidosis and neurodegeneration. METHOD: Cognitively normal participants (mean age 57.6 years) from the Gipuzkoa Alzheimer Project study were classified as having high risk (HR; n = 82) or low risk (LR; n = 293) for dementia according to a CAIDE score cutoff of 9. Cognitive composites were compared between groups. We explored using generalized linear models the role of APOE genotype, MRI white matter hyperintensities (WMH), and CSF (n = 218) levels of ß-amyloid1-42 (Aß1-42), total tau (t-tau), and phosphorylated tau (p-tau) in the association between CAIDE score and cognition. RESULTS: HR participants obtained lower scores on executive function (EF) (p = 0.001) and visual perception and construction (VPC) (p < 0.001) composites. EF composite was associated with CAIDE score × p-tau (p = 0.001), CAIDE score × t-tau (p = 0.001), and WMH (p = 0.003). VPC composite was associated with APOE (p = 0.001), Aß1-42 (p = 0.004), the interaction APOE × Aß1-42 (p = 0.003), and WMH (p = 0.004). Performance on global memory was associated with Aß1-42 (p = 0.006), APOE (p = 0.008), and their interaction (p = 0.006). Analyses were adjusted for age, education, sex, premorbid intelligence, and stress. CONCLUSION: Healthy participants at increased dementia risk based on CAIDE scores show lower performance in EF and VPC. This difference is related to APOE, WMH, and Alzheimer biomarkers.


Aging/metabolism , Cardiovascular Diseases/cerebrospinal fluid , Cognition/physiology , Cost of Illness , Dementia/cerebrospinal fluid , Adult , Aged , Aged, 80 and over , Aging/pathology , Aging/psychology , Apolipoproteins E/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/psychology , Dementia/diagnosis , Dementia/psychology , Female , Humans , Longitudinal Studies , Magnetic Resonance Imaging/trends , Male , Middle Aged , Risk Factors , tau Proteins/cerebrospinal fluid
5.
Alzheimers Dement ; 14(3): 340-351, 2018 03.
Article En | MEDLINE | ID: mdl-29080407

INTRODUCTION: Cortical mean diffusivity (MD) and free water fraction (FW) changes are proposed biomarkers for Alzheimer's disease (AD). METHODS: We included healthy control subjects (N = 254), mild cognitive impairment (N = 41), and AD dementia (N = 31) patients. Participants underwent a lumbar puncture and a 3 T magnetic resonance imaging. Healthy control subjects were classified following National Institute on Aging-Alzheimer's Association stages (stage 0, N = 220; stage 1, N = 25; and stage 2/3, N = 9). We assessed the cortical MD, cortical FW, and cortical thickness (CTh) changes along the AD continuum. RESULTS: Microstructural and macrostructural changes show a biphasic trajectory. Stage 1 subjects showed increased CTh and decreased MD and FW with respect the stage 0 subjects. Stage 2/3 subjects showed decreased CTh and increased cortical MD and FW, changes that were more widespread in symptomatic stages. DISCUSSION: These results support a biphasic model of changes in AD, which could affect the selection of patients for clinical trials and the use of magnetic resonance imaging as a surrogate marker of disease modification.


Alzheimer Disease/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Cognitive Dysfunction/diagnostic imaging , Aged , Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/genetics , Apolipoproteins E/genetics , Biomarkers/cerebrospinal fluid , Cerebral Cortex/pathology , Cognitive Dysfunction/cerebrospinal fluid , Cognitive Dysfunction/genetics , Disease Progression , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Organ Size , Spinal Puncture
6.
Mov Disord ; 32(7): 1066-1073, 2017 Jul.
Article En | MEDLINE | ID: mdl-28548309

BACKGROUND: No CSF or plasma biomarker has been validated for diagnosis or progression of PD. OBJECTIVES: To assess whether the CSF and plasma levels of proteins associated with PD neuropathological inclusions and with neuroinflammation might have value in the diagnosis of PD or in relation to disease severity. METHODS: CSF levels of α-synuclein, amyloid-ß1-42, total tau, and threonine-181 phosphorylated tau, as well as CSF and plasma levels of cytokines (interleukin-1ß, interleukin-2, interleukin, interferon-γ, and tumor necrosis factor α) were studied in 40 PD patients and 40 healthy controls. Plasma levels of cytokines were measured in 51 patients and 26 aditional controls. We also explored the Parkinson's Progression Markers Initiative data set as a replication cohort. RESULTS: CSF levels of α-synuclein, amyloid-ß1-42, and tumor necrosis factor α were lower in patients than in controls, and the total tau/α-synuclein, phosphorylated tau/α-synuclein, total tau/amyloid-ß1-42+α-synuclein, and phosphorylated tau/amyloid-ß1-42+α-synuclein ratios were higher in patients. The best area under the curve value was obtained for the phosphorylated tau/α-synuclein ratio alone (0.86) and also when this was combined with tumor necrosis factor α in CSF (0.91; sensitivity 92.9%, specificity 75% for a cut-off value of ≤ 0.71). Phosphorylated tau/α-synuclein and phosphorylated tau/amyloid-ß1-42+α-synuclein were higher in patients than in controls of the Parkinson's Progression Markers Initiative database. Plasma cytokines did not differ between groups, although interleukin-6 levels were positively correlated with UPDRS-I, -II, and -III scores. CONCLUSIONS: The CSF phosphorylated tau/α-synuclein ratio alone, and in combination with tumor necrosis factor α and plasma interleukin-6 levels, might serve as biomarkers to diagnose PD and monitor its severity. © 2017 International Parkinson and Movement Disorder Society.


Amyloid beta-Peptides/cerebrospinal fluid , Interleukin-6/blood , Parkinson Disease/blood , Parkinson Disease/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , Severity of Illness Index , Tumor Necrosis Factor-alpha/cerebrospinal fluid , alpha-Synuclein/cerebrospinal fluid , tau Proteins/cerebrospinal fluid , Aged , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Disease Progression , Female , Humans , Interferon-gamma/blood , Interferon-gamma/cerebrospinal fluid , Interleukin-1beta/blood , Interleukin-1beta/cerebrospinal fluid , Interleukin-2/blood , Interleukin-2/cerebrospinal fluid , Interleukin-6/cerebrospinal fluid , Male , Middle Aged , Parkinson Disease/physiopathology , Tumor Necrosis Factor-alpha/blood
7.
Neurobiol Aging ; 53: 192.e1-192.e4, 2017 05.
Article En | MEDLINE | ID: mdl-28089353

Low levels of cell-free mitochondrial DNA (mtDNA) in the cerebrospinal fluid (CSF) of Alzheimer's disease (AD) patients have been identified and proposed as a novel biomarker for the disease. The lack of validation studies of previous results prompted us to replicate this finding in a comprehensive series of patients and controls. We applied droplet digital polymerase chain reaction in CSF specimens from 124 patients representing the AD spectrum and 140 neurologically healthy controls. The following preanalytical and analytical parameters were evaluated: the effect of freeze-thaw cycles on mtDNA, the linearity of mtDNA load across serial dilutions, and the mtDNA levels in the diagnostic groups. We found a wide range of mtDNA copies, which resulted in a high degree of overlap between groups. Although the AD group presented significantly higher mtDNA counts, the receiver-operating characteristic analysis disclosed an area under the curve of 0.715 to distinguish AD patients from controls. MtDNA was highly stable with low analytical variability. In conclusion, mtDNA levels in CSF show a high interindividual variability, with great overlap within phenotypes and presents low sensitivity for AD.


Alzheimer Disease/diagnosis , Alzheimer Disease/genetics , DNA, Mitochondrial/cerebrospinal fluid , Aged , Biomarkers/cerebrospinal fluid , Female , Genetic Markers , Humans , Male , Middle Aged , Polymerase Chain Reaction/methods , ROC Curve
8.
Neurobiol Aging ; 50: 144-151, 2017 02.
Article En | MEDLINE | ID: mdl-27916386

Bilingualism as a component of cognitive reserve has been claimed to delay the onset of Alzheimer's disease (AD). However, its effect on cerebrospinal fluid (CSF) AD-biomarkers has not been investigated. We assessed cognitive performance and CSF AD-biomarkers, and potential moderation effect of bilingualism on the association between age, CSF AD-biomarkers, and cognition. Cognitively healthy middle-aged participants classified as monolinguals (n = 100, nCSF = 59), early (n = 81, nCSF = 55) and late bilinguals (n = 97, nCSF = 52) were evaluated. Models adjusted for confounders showed that bilinguals performed better than monolinguals on digits backwards (early-bilinguals p = 0.003), Judgment of Line Orientation (JLO) (early-bilinguals p = 0.018; late-bilinguals p = 0.004), and Trail Making Test-B (late-bilinguals p = 0.047). Early bilingualism was associated with lower CSF total-tau (p = 0.019) and lower prevalence of preclinical AD (NIA-AA classification) (p = 0.02). Bilingualism showed a moderation effect on the relationship between age and CSF AD-biomarkers and the relationship between age and executive function. We conclude that bilingualism contributes to cognitive reserve enhancing executive and visual-spatial functions. For the first time, this study reveals that early bilingualism is associated with more favorable CSF AD-biomarker profile.


Alzheimer Disease/diagnosis , Alzheimer Disease/psychology , Cognition , Cognitive Aging/psychology , Cognitive Reserve/physiology , Multilingualism , tau Proteins/cerebrospinal fluid , Adult , Aged , Aged, 80 and over , Alzheimer Disease/cerebrospinal fluid , Biomarkers/cerebrospinal fluid , Cohort Studies , Executive Function , Female , Humans , Male , Middle Aged , Neuropsychological Tests , Spatial Processing
9.
Neurobiol Aging ; 38: 14-20, 2016 Feb.
Article En | MEDLINE | ID: mdl-26827639

The apolipoprotein E ε4 allele (APOE4) and family history of dementia (FH) are well-known risk factors for the development of sporadic Alzheimer's disease. We assessed the effects of these risk factors on gray matter (GM) volume in 295 cognitively healthy middle-aged community-dwelling subjects. Voxel-based morphometry was used to study GM volume differences between high- and low-risk subjects, based on APOE4 carriership (n = 74), first-degree FH (n = 228), or both (n = 62). No significant results were found using a corrected p value. Using a more lenient threshold (p < 0.001 and minimum cluster size of 100 voxels), APOE4 carriers had reduced GM in the striatum compared to noncarriers. Subjects with FH had reduced GM in right precuneus compared to subjects without FH. Maternal and paternal FH provided similar atrophy patterns. APOE4 carriers with FH had GM reductions in bilateral insula compared to subjects with neither APOE4 nor FH. We conclude that a family history of dementia and APOE4 carriership are both associated with regional GM decreases in cognitively healthy middle-aged subjects, with differential effects on brain regions typically affected in Alzheimer's disease.


Apolipoprotein E4/genetics , Dementia/genetics , Gray Matter/pathology , Heterozygote , Aged , Alzheimer Disease/etiology , Atrophy , Female , Humans , Male , Middle Aged , Risk Factors
10.
Alzheimers Dement ; 12(2): 154-163, 2016 Feb.
Article En | MEDLINE | ID: mdl-26368321

INTRODUCTION: Lumbar puncture (LP) is increasingly performed in memory clinics. We investigated patient-acceptance of LP, incidence of and risk factors for post-LP complications in memory clinic populations. METHODS: We prospectively enrolled 3868 patients (50% women, age 66 ± 11 years, mini mental state examination 25 ± 5) at 23 memory clinics. We used logistic regression analysis using generalized estimated equations to investigate risk factors for post-LP complications, such as typical postlumbar puncture headache (PLPH) and back pain. RESULTS: A total of 1065 patients (31%) reported post-LP complaints; 589 patients (17%) reported back pain, 649 (19%) headache, of which 296 (9%) reported typical PLPH. Only few patients needed medical intervention: 11 (0.3%) received a blood patch, 23 (0.7%) were hospitalized. The most important risk factor for PLPH was medical history of headache. An atraumatic needle and age >65 years were preventive. Gender, rest after LP, or volume of cerebrospinal fluid had no effect. DISCUSSIONS: The overall risk of complications is relatively low. If risk factors shown in this study are taken into account, LPs can be safely performed in memory clinics.


Ambulatory Care Facilities , Memory/physiology , Spinal Puncture/adverse effects , Aged , Cognition Disorders/cerebrospinal fluid , Dementia/cerebrospinal fluid , Feasibility Studies , Female , Humans , Incidence , Male , Middle Aged , Post-Dural Puncture Headache/epidemiology , Post-Dural Puncture Headache/etiology , Prospective Studies , Risk Factors , Spinal Puncture/methods
11.
Neurobiol Aging ; 37: 154-160, 2016 Jan.
Article En | MEDLINE | ID: mdl-26559882

Gray matter networks are disrupted in Alzheimer's disease (AD). It is unclear when these disruptions start during the development of AD. Amyloid beta 1-42 (Aß42) is among the earliest changes in AD. We studied, in cognitively healthy adults, the relationship between Aß42 levels in cerebrospinal fluid (CSF) and single-subject cortical gray matter network measures. Single-subject gray matter networks were extracted from structural magnetic resonance imaging scans in a sample of cognitively healthy adults (N = 185; age range 39-79, mini-mental state examination >25, N = 12 showed abnormal Aß42 < 550 pg/mL). Degree, clustering coefficient, and path length were computed at whole brain level and for 90 anatomical areas. Associations between continuous Aß42 CSF levels and single-subject cortical gray matter network measures were tested. Smoothing splines were used to determine whether a linear or nonlinear relationship gave a better fit to the data. Lower Aß42 CSF levels were linearly associated at whole brain level with lower connectivity density, and nonlinearly with lower clustering values and higher path length values, which is indicative of a less-efficient network organization. These relationships were specific to medial temporal areas, precuneus, and the middle frontal gyrus (all p < 0.05). These results suggest that mostly within the normal spectrum of amyloid, lower Aß42 levels can be related to gray matter networks disruptions.


Aging/pathology , Aging/psychology , Amyloid beta-Peptides/cerebrospinal fluid , Cognitive Reserve/physiology , Gray Matter/pathology , Peptide Fragments/cerebrospinal fluid , Adult , Aged , Aged, 80 and over , Aging/cerebrospinal fluid , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged
12.
Neurology ; 85(7): 626-33, 2015 Aug 18.
Article En | MEDLINE | ID: mdl-26180139

OBJECTIVE: To investigate CSF markers involved in amyloid precursor protein processing, neuronal damage, and neuroinflammation in the preclinical stages of Alzheimer disease (AD) and participants with suspected non-Alzheimer pathology (SNAP). METHODS: We collected CSF from 266 cognitively normal volunteers participating in a cross-sectional multicenter study (the SIGNAL study) to investigate markers involved in amyloid precursor protein processing (Aß42, sAPPß, ß-secretase activity), neuronal damage (total-tau [t-tau], phospho-tau [p-tau]), and neuroinflammation (YKL-40). We analyzed the relationship among biomarkers, clinical variables, and the APOE genotype, and compared biomarker levels across the preclinical stages of the National Institute on Aging-Alzheimer's Association classification: stage 0, 1, 2, 3, and SNAP. RESULTS: The median age in the whole cohort was 58.8 years (range 39.8-81.6). Participants in stages 2-3 and SNAP had higher levels of YKL-40 than those in stages 0 and 1. Participants with SNAP had higher levels of sAPPß than participants in stage 0 and 1. No differences were found between stages 0, 1, and 2-3 in sAPPß and ß-secretase activity in CSF. Age correlated with t-tau, p-tau, and YKL-40. It also correlated with Aß42, but only in APOE ε4 carriers. Aß42 correlated positively with t-tau, sAPPß, and YKL-40 in participants with normal Aß42. CONCLUSIONS: Our findings suggest that inflammation in the CNS increases in normal aging and is intimately related to markers of neurodegeneration in the preclinical stages of AD and SNAP. sAPPß and ß-secretase activity are not useful diagnostic or staging markers in preclinical AD.


Adipokines/cerebrospinal fluid , Alzheimer Disease/cerebrospinal fluid , Amyloid Precursor Protein Secretases/cerebrospinal fluid , Amyloid beta-Peptides/cerebrospinal fluid , Amyloid beta-Protein Precursor/cerebrospinal fluid , Lectins/cerebrospinal fluid , Peptide Fragments/cerebrospinal fluid , Prodromal Symptoms , tau Proteins/cerebrospinal fluid , Adult , Age Factors , Aged , Aged, 80 and over , Alzheimer Disease/genetics , Apolipoproteins E/genetics , Biomarkers/cerebrospinal fluid , Chitinase-3-Like Protein 1 , Cross-Sectional Studies , Female , Humans , Male , Middle Aged
13.
J Alzheimers Dis ; 39(4): 719-26, 2014.
Article En | MEDLINE | ID: mdl-24254700

BACKGROUND: Lumbar puncture (LP) is increasingly performed in memory units due to the usefulness of cerebrospinal fluid (CSF) biomarkers in the diagnosis of Alzheimer's disease. The feasibility of this procedure in this context, however, is controversial. OBJECTIVE: Our aim was to analyze the incidence of complications and their associated factors so as to determine the impact of LP in the study of CSF biomarkers of Alzheimer's disease. METHODS: In the context of a larger international initiative, we prospectively collected data from 689 participants who underwent LP in three memory units in Spain. Data included demographic factors, headache history, subjective attitude toward the procedure, patient positioning, needle characteristics, volume of CSF extracted, attempts needed, and resting time after CSF acquisition. Five to seven days after the procedure, we asked participants about complications through a semi-structured telephone interview. RESULTS: No adverse events were reported in 441 (64.0%) participants. The most frequent complication was headache, reported by 171 (24.8%) subjects. It was severe in only 17 (2.5%). Headache was more frequent in younger participants and when a cutting-edge needle was used. Back pain was present in 111 (16.1%) cases, and it was associated with female gender, cutting-edge needles, increased number of attempts, and longer resting time after LP. No major complications were reported. The use of pen-point needles showed a trend toward a higher frequency of hematic CSF. CONCLUSION: LP can be safely performed to study CSF biomarkers. The main complication is headache, associated with younger age and use of cutting-edge needles.


Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/epidemiology , Spinal Puncture/methods , Aged , Alzheimer Disease/diagnosis , Biomarkers/cerebrospinal fluid , Feasibility Studies , Female , Headache/cerebrospinal fluid , Headache/diagnosis , Headache/etiology , Humans , Male , Middle Aged , Prospective Studies , Spain/epidemiology , Spinal Puncture/adverse effects
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