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1.
Ann Neurol ; 2024 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-38646966

RESUMO

Brain iron deficiency (ID) and, to a degree, systemic ID have been implicated in restless leg syndrome (RLS) pathogenesis. Previously, we found increased ferritin in neuron-derived extracellular vesicles (NDEVs) in RLS, suggesting a mechanism for depleting intracellular iron by secreting ferritin-loaded NDEVs. In this study, we hypothesized that increased NDEV ferritin occurs even in RLS accompanied by systemic ID and that neuronal intracellular iron depletion in RLS also manifests as NDEV abnormalities in other iron regulatory proteins, specifically, decreased transferrin receptor (TfR) and increased ferroportin. To address these hypotheses, we studied 71 women with ID anemia, 36 with RLS, and 35 without RLS. Subjects with RLS again showed higher NDEV ferritin and also decreased TfR, suggesting diminished neuronal capacity for iron uptake. Findings inform a more complete understanding of the pathogenic role of neuronal iron homeostasis and dissociate it from peripheral ID. ANN NEUROL 2024.

2.
Sleep ; 2024 Apr 16.
Artigo em Inglês | MEDLINE | ID: mdl-38625730

RESUMO

STUDY OBJECTIVES: Iron therapy is associated with improvements in restless legs syndrome (RLS). This multicenter, randomized, double-blind study evaluated the effect of intravenous ferric carboxymaltose (FCM) on RLS. METHODS: A total of 209 adult patients with a baseline International Restless Legs Syndrome (IRLS) score ≥15 were randomized (1:1) to FCM (750 mg/15 mL) or placebo on study Days 0 and 5. Ongoing RLS medication was tapered starting on Day 5, with the goal of discontinuing treatment or achieving the lowest effective dose. Co-primary efficacy endpoints were change from baseline in IRLS total score and the proportion of patients rated as much/very much improved on the Clinical Global Impression-investigator (CGI-I) scale at Day 42 in the "As-Treated" population. RESULTS: The "As-Treated" population comprised 107 FCM and 101 placebo recipients; 88 (82.2%) and 68 (67.3%), respectively, completed the Day 42 assessment. The IRLS score reduction was significantly greater with FCM versus placebo: least-squares mean (95% confidence interval [CI]) -8.0 (-9.5, -6.4) versus -4.8 (-6.4, -3.1); P = 0.0036. No significant difference was observed in the proportion of FCM (35.5%) and placebo (28.7%) recipients with a CGI-I response (odds ratio 1.37 [95% CI: 0.76, 2.47]; P = 0.2987). Fewer patients treated with FCM (32.7%) than placebo (59.4%) received RLS interventions between Day 5 and study end (P = 0.0002). FCM was well tolerated. CONCLUSION: The IRLS score improved with intravenous FCM versus placebo, although the combination of both co-primary endpoints was not met. Potential methodological problems in the study design are discussed.

3.
Am J Hematol ; 99(6): 1077-1083, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38476079

RESUMO

Restless legs syndrome (RLS) is a neurological disorder that can have a profound effect on sleep and quality of life. Idiopathic RLS is associated with brain iron insufficiency despite normal peripheral iron stores. There is, however, a five- to six-fold increase in prevalence of RLS in patients with iron deficiency anemia (IDA). Several open-label trials have demonstrated symptomatic improvement in RLS following treatment of IDA using oral or intravenous iron supplementation. To date, there have been no randomized double-blind controlled trials of intravenous iron compared with oral iron for the treatment of RLS patients with IDA. In the current study, oral ferrous sulfate and ferumoxytol were compared for efficacy and speed of response for treatment of RLS occurring in patients with IDA. The planned recruitment for this study was 70 patients with RLS and IDA, to be randomly assigned 1:1 to oral or intravenous iron, using double-blind, double-dummy procedures. At Week 6, the primary outcomes of Clinical Global Impression-Improvement score and change from baseline in the International Restless Legs Syndrome Study Group rating scale score were assessed. Due to challenges, performing the clinical trial during the COVID-19 pandemic, final-week data were found missing for 30 patients. As a result, in order to maintain the prespecified statistical analysis, an additional 30 patients were recruited. Both IV and oral iron were associated with a marked improvement in RLS symptoms, with no statistically significant difference between treatment groups. No serious adverse events were observed in either treatment group.


Assuntos
Administração Intravenosa , Anemia Ferropriva , Compostos Ferrosos , Síndrome das Pernas Inquietas , Humanos , Síndrome das Pernas Inquietas/tratamento farmacológico , Anemia Ferropriva/tratamento farmacológico , Administração Oral , Método Duplo-Cego , Masculino , Feminino , Projetos Piloto , Pessoa de Meia-Idade , Compostos Ferrosos/administração & dosagem , Compostos Ferrosos/uso terapêutico , Compostos Ferrosos/efeitos adversos , Adulto , Idoso , Resultado do Tratamento , Óxido Ferroso-Férrico/administração & dosagem , Óxido Ferroso-Férrico/uso terapêutico , Óxido Ferroso-Férrico/efeitos adversos , Ferro/administração & dosagem , Ferro/uso terapêutico
4.
Sleep ; 47(3)2024 Mar 11.
Artigo em Inglês | MEDLINE | ID: mdl-37864837

RESUMO

Restlessness is a core symptom underlying restless legs syndrome (RLS), neuroleptic-induced akathisia, and opioid withdrawal. These three conditions also share other clinical components suggesting some overlap in their pathophysiology. Recent prospective studies demonstrate the frequent incidence of RLS-like symptoms during opioid withdrawal and supervised prescription opioid tapering. Based on the therapeutic role of µ-opioid receptor (MOR) agonists in the three clinical conditions and recent preclinical experimental data in rodents, we provide a coherent and unifying neurobiological basis for the restlessness observed in these three clinical syndromes and propose a heuristic hypothesis of a key role of the specific striatal neurons that express MORs in akathisia/restlessness.


Assuntos
Antipsicóticos , Síndrome das Pernas Inquietas , Humanos , Síndrome das Pernas Inquietas/diagnóstico , Agitação Psicomotora/etiologia , Analgésicos Opioides/efeitos adversos , Antipsicóticos/uso terapêutico
5.
Magn Reson Med ; 91(5): 1893-1907, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38115573

RESUMO

PURPOSE: The inflow-based vascular-space-occupancy (iVASO) MRI was originally developed in a single-slice mode to measure arterial cerebral blood volume (CBVa). When vascular crushers are applied in iVASO, the signals can be sensitized predominantly to small pial arteries and arterioles. The purpose of this study is to perform a systematic optimization and evaluation of a 3D iVASO sequence on both 3 T and 7 T for the quantification of CBVa values in the human brain. METHODS: Three sets of experiments were performed in three separate cohorts. (1) 3D iVASO MRI protocols were compared to single-slice iVASO, and the reproducibility of whole-brain 3D iVASO MRI was evaluated. (2) The effects from different vascular crushers in iVASO were assessed. (3) 3D iVASO MRI results were evaluated in arterial and venous blood vessels identified using ultrasmall-superparamagnetic-iron-oxides-enhanced MRI to validate its arterial origin. RESULTS: 3D iVASO scans showed signal-to-noise ratio (SNR) and CBVa measures consistent with single-slice iVASO with reasonable intrasubject reproducibility. Among the iVASO scans performed with different vascular crushers, the whole-brain 3D iVASO scan with a motion-sensitized-driven-equilibrium preparation with two binomial refocusing pulses and an effective TE of 50 ms showed the best suppression of macrovascular signals, with a relatively low specific absorption rate. When no vascular crusher was applied, the CBVa maps from 3D iVASO scans showed large CBVa values in arterial vessels but well-suppressed signals in venous vessels. CONCLUSION: A whole-brain 3D iVASO MRI scan was optimized for CBVa measurement in the human brain. When only microvascular signals are desired, a motion-sensitized-driven-equilibrium-based vascular crusher with binomial refocusing pulses can be applied in 3D iVASO.


Assuntos
Volume Sanguíneo Cerebral , Imageamento por Ressonância Magnética , Humanos , Reprodutibilidade dos Testes , Imageamento por Ressonância Magnética/métodos , Encéfalo/diagnóstico por imagem , Encéfalo/irrigação sanguínea , Circulação Cerebrovascular , Artérias
6.
Sleep Med ; 109: 128-131, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37437492

RESUMO

OBJECTIVE: Brain iron status is fundamental in RLS pathogenesis. The aim of this study was to determine the clinical efficacy and brain iron concentration improvement in RLS patients with IDA, using 1500 mg FCM. METHODS: This is a randomized, double-blinded, placebo-controlled study. RLS patients with IDA were grouped into either 1500 mg FCM or placebo. The primary outcomes were the change from baseline on the International Restless Legs Syndrome Study Group scale (IRLS) and brain iron measured by QSM and R2∗. RESULTS: A total of 18 RLS patients with IDA were enrolled, 10 in the FCM group and 8 in the placebo. At the week 6 endpoint, the FCM group showed significant improvement in both IRLS (-13.60 ± 9.47 vs. -3.63 ± 5.40, p = 0.011) and VAS (-40.50 ± 28.81 vs. -0.63 ± 28.28, p = 0.004) from baseline. Change from baseline with R2∗ techniques showed a treatment effect for the thalamus and QSM technique for both the substantia nigra and pulvinar. A correlation was proved between the IRLS difference and the difference of QSM in thalamus (p = 0.028). CONCLUSION: This study demonstrates that 1500 mg FCM effectively treats RLS symptoms in IDA patients over six weeks, with MRI measurements of improved brain iron content serving as a potential biomarker for RLS patients.


Assuntos
Anemia Ferropriva , Síndrome das Pernas Inquietas , Humanos , Ferro/uso terapêutico , Anemia Ferropriva/complicações , Anemia Ferropriva/tratamento farmacológico , Síndrome das Pernas Inquietas/tratamento farmacológico , Síndrome das Pernas Inquietas/etiologia , Compostos Férricos/uso terapêutico , Encéfalo/diagnóstico por imagem , Resultado do Tratamento
7.
Front Endocrinol (Lausanne) ; 13: 1014678, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36267569

RESUMO

The functional and pharmacological significance of the dopamine D4 receptor (D4R) has remained the least well understood of all the dopamine receptor subtypes. Even more enigmatic has been the role of the very prevalent human DRD4 gene polymorphisms in the region that encodes the third intracellular loop of the receptor. The most common polymorphisms encode a D4R with 4 or 7 repeats of a proline-rich sequence of 16 amino acids (D4.4R and D4.7R). DRD4 polymorphisms have been associated with individual differences linked to impulse control-related neuropsychiatric disorders, with the most consistent associations established between the gene encoding D4.7R and attention-deficit hyperactivity disorder (ADHD) and substance use disorders. The function of D4R and its polymorphic variants is being revealed by addressing the role of receptor heteromerization and the relatively avidity of norepinephrine for D4R. We review the evidence conveying a significant and differential role of D4.4R and D4.7R in the dopaminergic and noradrenergic modulation of the frontal cortico-striatal pyramidal neuron, with implications for the moderation of constructs of impulsivity as personality traits. This differential role depends on their ability to confer different properties to adrenergic α2A receptor (α2AR)-D4R heteromers and dopamine D2 receptor (D2R)-D4R heteromers, preferentially localized in the perisomatic region of the frontal cortical pyramidal neuron and its striatal terminals, respectively. We also review the evidence to support the D4R as a therapeutic target for ADHD and other impulse-control disorders, as well as for restless legs syndrome.


Assuntos
Dopamina , Receptores de Dopamina D4 , Humanos , Receptores de Dopamina D4/genética , Receptores de Dopamina D4/metabolismo , Norepinefrina , Adrenérgicos , Aminoácidos , Prolina
8.
Exp Neurol ; 356: 114158, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35779614

RESUMO

Restless legs syndrome (RLS) is a common sensorimotor disorder for which two main pathological elements are fairly well accepted: Brain iron deficiency (BID) and an altered dopaminergic system. The ability to better understand the causal and consequential factors related to these two pathological elements, would hopefully lead to the development of better therapeutic strategies for treating, if not curing, this disease. The current understanding of the relationship between these two elements is that BID leads to some alterations in neurotransmitters and subsequent changes in the dopaminergic system. Therefore, rodent models based on diet-induced BID, provide a biological substrate to understand the consequences of BID on dopaminergic pathway and on alternative pathways that may be involved. In this review, we present the current research on dopaminergic changes found in RLS subjects and compare that to what is seen in the BID rodent model to provide a validation of the BID rodent model. We also demonstrate the ability of the BID model to predict changes in other neurotransmitter systems and how that has led to new treatment options. Finally, we will present arguments for the utility of recombinant inbred mouse strains that demonstrate natural variation in brain iron, to explore the genetic basis of altered brain iron homeostasis as a model to understand why in idiopathic RLS there can exist a BID despite normal peripheral iron store. This review is the first to draw on 25 years of human and basic research into the pathophysiology of RLS to provide strong supportive data as to the validity of BID model as an important translational model of the disease. As we will demonstrate here, not only does the BID model closely and accurately mimic what we see in the dopaminergic system of RLS, it is the first model to identify alternative systems from which new treatments have recently been developed.


Assuntos
Deficiências de Ferro , Síndrome das Pernas Inquietas , Animais , Encéfalo/metabolismo , Dopamina/metabolismo , Humanos , Ferro/metabolismo , Camundongos
9.
Molecules ; 27(5)2022 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-35268590

RESUMO

Brain iron deficiency (BID) constitutes a primary pathophysiological mechanism in restless legs syndrome (RLS). BID in rodents has been widely used as an animal model of RLS, since it recapitulates key neurochemical changes reported in RLS patients and shows an RLS-like behavioral phenotype. Previous studies with the BID-rodent model of RLS demonstrated increased sensitivity of cortical pyramidal cells to release glutamate from their striatal nerve terminals driving striatal circuits, a correlative finding of the cortical motor hyperexcitability of RLS patients. It was also found that BID in rodents leads to changes in the adenosinergic system, a downregulation of the inhibitory adenosine A1 receptors (A1Rs) and upregulation of the excitatory adenosine A2A receptors (A2ARs). It was then hypothesized, but not proven, that the BID-induced increased sensitivity of cortico-striatal glutamatergic terminals could be induced by a change in A1R/A2AR stoichiometry in favor of A2ARs. Here, we used a newly developed FACS-based synaptometric analysis to compare the relative abundance on A1Rs and A2ARs in cortico-striatal and thalamo-striatal glutamatergic terminals (labeled with vesicular glutamate transporters VGLUT1 and VGLUT2, respectively) of control and BID rats. It could be demonstrated that BID (determined by measuring transferrin receptor density in the brain) is associated with a selective decrease in the A1R/A2AR ratio in VGLUT1 positive-striatal terminals.


Assuntos
Síndrome das Pernas Inquietas
10.
Front Neurol ; 12: 786408, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34912291

RESUMO

Pregabalin is increasingly being used as a first-line treatment for symptomatic control of restless legs syndrome (RLS). This study aimed to evaluate the efficacy and safety of pregabalin as add-on therapy in RLS patients already taking dopamine agonists (DA) but still in need of further management. Patients with idiopathic RLS were enrolled, and all had already been prescribed DA for at least 3 months but still had either persistent symptoms, side effects, or comorbid insomnia. An initial dose of 75 mg pregabalin was begun, adjusted as needed, and maintained at a stable dose for 4 weeks, followed by observation for a total of 8 weeks. RLS symptoms and insomnia scores were evaluated before and after add-on pregabalin treatment. Patients were monitored for side effects that could be attributed to pregabalin. A total of 32 RLS patients were enrolled, and 20 subjects remained until the endpoint. After the pregabalin add-on, the mean IRLS score showed significant improvement compared to the baseline (p < 0.001). The insomnia severity index score also improved (p = 0.036), and no serious adverse effects were observed. Our preliminary data suggests the potential for pregabalin as an add-on therapy to DA with regards to both efficacy and safety in patients who have inadequate RLS improvement.

11.
Mayo Clin Proc ; 96(7): 1921-1937, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34218864

RESUMO

Restless legs syndrome (RLS) is a common disorder. The population prevalence is 1.5% to 2.7% in a subgroup of patients having more severe RLS with symptoms occurring 2 or more times a week and causing at least moderate distress. It is important for primary care physicians to be familiar with the disorder and its management. Much has changed in the management of RLS since our previous revised algorithm was published in 2013. This updated algorithm was written by members of the Scientific and Medical Advisory Board of the RLS Foundation based on scientific evidence and expert opinion. A literature search was performed using PubMed identifying all articles on RLS from 2012 to 2020. The management of RLS is considered under the following headings: General Considerations; Intermittent RLS; Chronic Persistent RLS; Refractory RLS; Special Circumstances; and Alternative, Investigative, and Potential Future Therapies. Nonpharmacologic approaches, including mental alerting activities, avoidance of substances or medications that may exacerbate RLS, and oral and intravenous iron supplementation, are outlined. The choice of an alpha2-delta ligand as first-line therapy for chronic persistent RLS with dopamine agonists as a second-line option is explained. We discuss the available drugs, the factors determining which to use, and their adverse effects. We define refractory RLS and describe management approaches, including combination therapy and the use of high-potency opioids. Treatment of RLS in pregnancy and childhood is discussed.


Assuntos
Administração dos Cuidados ao Paciente/métodos , Síndrome das Pernas Inquietas , Algoritmos , Humanos , Síndrome das Pernas Inquietas/diagnóstico , Síndrome das Pernas Inquietas/terapia
12.
Sleep Med ; 84: 179-186, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34157632

RESUMO

OBJECTIVE: Intravenous ferric carboxymaltose (FCM) has been shown to be efficacious in treating restless legs syndrome (RLS) symptoms in non-anemic patients. The aim of this study was to evaluate the effectiveness of FCM in treating RLS symptoms in patients who also had an iron deficiency anemia (IDA). METHODS: This is a randomized, double-blinded, placebo-controlled study. Subjects with RLS and IDA were enrolled. Subjects received an infusion of either 1500 mg FCM or placebo in Phase I. The primary outcomes were a change-from-baseline at week six on the International Restless Legs Syndrome Study Group scale (IRLS). Phase II of the study involved long-term (52 weeks) follow-up, for those who responded to treatment in the prior phase, with the potential for further treatment if symptoms returned. RESULTS: We enrolled 29 RLS patients with IDA (15 FCM and 14 placebo). At week six post-infusion, FCM compared to placebo group showed significant improvement from baseline in IRLS score (-13.47 ± 7.38 vs. 1.36 ± 3.59). Among secondary outcome variables, quality of sleep showed significant improvement from baseline in the FCM group. 61% of subjects remained off RLS medications at the Phase II, week-52 endpoint. There were no serious adverse events observed in the study. CONCLUSION: The study showed significant efficacy and safety of FCM 1500 mg treatment both in the short term (6 weeks) and long term (52 weeks) in RLS patients with IDA.


Assuntos
Anemia Ferropriva , Síndrome das Pernas Inquietas , Anemia Ferropriva/complicações , Anemia Ferropriva/tratamento farmacológico , Método Duplo-Cego , Compostos Férricos , Humanos , Maltose/análogos & derivados , Síndrome das Pernas Inquietas/complicações , Síndrome das Pernas Inquietas/tratamento farmacológico , Resultado do Tratamento
13.
Sleep Med Clin ; 16(2): 249-267, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33985651

RESUMO

Akathisia is an urgent need to move that is associated with treatment with dopamine receptor blocking agents (DRBAs) and with restless legs syndrome (RLS). The pathogenetic mechanism of akathisia has not been resolved. This article proposes that it involves an increased presynaptic dopaminergic transmission in the ventral striatum and concomitant strong activation of postsynaptic dopamine D1 receptors, which form complexes (heteromers) with dopamine D3 and adenosine A1 receptors. It also proposes that in DRBA-induced akathisia, increased dopamine release depends on inactivation of autoreceptors, whereas in RLS it depends on a brain iron deficiency-induced down-regulation of striatal presynaptic A1 receptors.


Assuntos
Dopamina/metabolismo , Agitação Psicomotora/etiologia , Síndrome das Pernas Inquietas/diagnóstico , Humanos
14.
Sleep Med Rev ; 58: 101461, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33838561

RESUMO

This systematic review and meta-analysis evaluated the diagnostic accuracy of screening instruments for restless legs syndrome (RLS) and reports sensitivity, specificity, positive (PPV) and negative predictive values (NPV). Searches for primary studies were conducted in electronic databases. Of the 1541 citations identified, 52 were included in the meta-analysis. The methodological quality of each study was evaluated using QUADAS-2. Only 14 studies assessed the reference standard in all participants or in all screen-positives and a selection of screen-negatives. Bivariate meta-analysis of these 14 studies estimated median sensitivity to be 0.88 (0.72-0.96) and specificity 0.90 (0.84-0.93); based on a population prevalence of 5%, the calculated PPV was 0.31 (0.27-0.34). For all 52 studies, with either full or partial verification of RLS status, we constructed best-case scenario sensitivities and specificities at pre-defined levels of prevalence: across all samples, when prevalence is 5%, the median best-case scenario PPV is 0.48 with significant between-study heterogeneity. No RLS screening instruments can currently be recommended for use without an expert clinical interview in epidemiological studies. For conditions with statistically low prevalence such as RLS, the specificity, not the sensitivity, of a screening instrument determines true prevalence. Therefore, future instruments should maximize specificity. We provide guidelines on RLS ascertainment in epidemiological studies that requires a two-step process with clinical interview following a screening test, and given the poor reporting quality of many RLS epidemiological studies, we include an RLS reporting checklist.


Assuntos
Síndrome das Pernas Inquietas , Testes Diagnósticos de Rotina , Humanos , Prevalência , Síndrome das Pernas Inquietas/diagnóstico , Síndrome das Pernas Inquietas/epidemiologia , Sensibilidade e Especificidade
15.
Sleep Med ; 78: A1-A4, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33423875
16.
Sleep Med ; 78: 120-127, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33422814

RESUMO

This study reports on an epigenetic biomarker for restless leg syndrome (RLS) developed using whole genome DNA methylation data. Lymphocyte-derived DNA methylation was examined in 15 subjects with and without RLS (discovery cohort). T-tests and linear regressions were used followed by a principal component analysis (PCA). The principal component model from the discovery cohort was used to predict RLS status in a peripheral blood (N = 24; including 12 cases and 12 controls) and a post-mortem neural tissue (N = 71; including 36 cases and 35 controls) replication cohort as well as iron deficiency anemia status in a publicly available dataset (N = 71, 59 cases with iron deficiency anemia, 12 controls). Using receiver-operating characteristic analysis the optimum biomarker model - that included 49 probes - predicted RLS status in the blood-based replication cohort with an area under the curve (AUC) of 87.5% (confidence interval = 71.9%-100%). In the neural tissue samples, the model predicted RLS status with an AUC of 73.4% (confidence interval = 61.5%-85.3%). An AUC of 83% was found for predictions of iron deficiency anemia. Thus, the blood-based biomarker model reported here and built with epigenome-wide data showed reasonable replicability in lymphocytes and neural tissue samples. A limitation of this study is that we could not determine the metabolic or neurobiological pathways linking epigenetic changes with RLS. Further research is needed to fine-tune this model for prospective predictions of RLS and to enable translation for clinical use.


Assuntos
Anemia Ferropriva , Síndrome das Pernas Inquietas , Biomarcadores , Metilação de DNA/genética , Humanos , Estudos Prospectivos , Síndrome das Pernas Inquietas/genética
17.
Sleep Breath ; 25(1): 373-379, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32451761

RESUMO

PURPOSE: Clinical and animal studies indicate frequent small micro-arousals (McA) fragment sleep leading to health complications. McA in humans is defined by changes in EEG and EMG during sleep. Complex EEG recordings during the night are usually required to detect McA-limiting large-scale, prospective studies on McA and their impact on health. Even with the use of EEG, reliably measuring McA can be difficult because of low inter-scorer reliability. Surrogate measures in place of EEG could provide easier and possibly more reliable measures of McA. These have usually involved measuring heart rate and arm movements. They have not provided a reliable measurement of McA in part because they cannot adequately detect short wake periods and periods of wake after sleep onset. Leg movements in sleep (LMS) offer an attractive alternative. LMS and cortical arousal, including McA, commonly occur together. Not all McA occur with LMS, but the most clinically significant ones may be those with LMS [1]. Conversely, most LMS do not occur with McA, but LMS vary considerably in their characteristics. Evaluating LMS characteristics may serve to identify the LMS associated with McA. The use of standard machine learning approaches seems appropriate for this particular task. This proof-of-concept pilot project aims to determine the feasibility of detecting McA from machine learning methods analyzing movement characteristics of the LMS. METHODS: This study uses a small but diverse group of subjects to provide a large variety of LMS and McA adequate for supervised machine learning. LMS measurements were obtained from a new advanced technology in the RestEaZe™ leg band that integrates gyroscope, accelerometer, and capacitance measurements. Eleven RestEaZe™ LMS features were selected for logistic regression analyses. RESULTS: With the optimum logit probability threshold selected, the system accurately detected 76% of the McA matching the accuracy of trained visual inter-scorer reliability (71-76%). The classifier provided a sensitivity of 76% and a specificity of 86% for the identification of the LMS with McA. The classifier identified regions in sleep with high versus low rates of LMS with McA, indicating possible areas of fragmented versus undisturbed restful sleep. CONCLUSION: These pilot data are encouraging as a preliminary proof-of-concept for using advanced machine learning analyses of LMS to identify sleep fragmented by McA.


Assuntos
Nível de Alerta , Perna (Membro) , Aprendizado de Máquina , Movimento , Adolescente , Adulto , Idoso , Eletroencefalografia , Eletromiografia , Humanos , Perna (Membro)/fisiologia , Masculino , Movimento/fisiologia , Projetos Piloto , Privação do Sono/diagnóstico , Privação do Sono/fisiopatologia
18.
Fluids Barriers CNS ; 17(1): 28, 2020 Apr 16.
Artigo em Inglês | MEDLINE | ID: mdl-32295615

RESUMO

BACKGROUND: Iron is crucial for proper functioning of all organs including the brain. Deficiencies and excess of iron are common and contribute to substantial morbidity and mortality. Whereas iron's involvement in erythropoiesis drives clinical practice, the guidelines informing interventional strategies for iron repletion in neurological disorders are poorly defined. The objective of this study was to determine if peripheral iron status is communicated to the brain. METHODS: We used a bi-chamber cell culture model of the blood-brain-barrier to determine transcytosis of iron delivered by transferrin as a metric of iron transport. In the apical chamber (representative of the blood) we placed transferrin complexed with iron59 and in the basal chamber (representative of the brain) we placed human cerebrospinal fluid. Cerebrospinal fluid (CSF) samples (N = 24) were collected via lumbar puncture. The integrity of the tight junctions were monitored throughout the experiments using RITC-Dextran. RESULTS: We demonstrate that iron transport correlates positively with plasma hemoglobin concentrations but not serum ferritin levels. CONCLUSIONS: The clinical ramifications of these findings are several- fold. They suggest that erythropoietic demands for iron take precedence over brain requirements, and that the metric traditionally considered to be the most specific test reflecting total body iron stores and relied upon to inform treatment decisions-i.e., serum ferritin-may not be the preferred peripheral indicator when attempting to promote brain iron uptake. The future direction of this line of investigation is to identify the factor(s) in the CSF that influence iron transport at the level of the BBB.


Assuntos
Barreira Hematoencefálica/metabolismo , Líquido Cefalorraquidiano/metabolismo , Eritropoese/fisiologia , Ferritinas/metabolismo , Hemoglobinas , Ferro/metabolismo , Transdução de Sinais/fisiologia , Transferrina/metabolismo , Animais , Bovinos , Células Cultivadas , Ferritinas/sangue , Ferritinas/líquido cefalorraquidiano , Humanos , Ferro/sangue , Ferro/líquido cefalorraquidiano , Síndrome das Pernas Inquietas/terapia , Transferrina/líquido cefalorraquidiano
19.
Sleep Med ; 71: 141-148, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32094092

RESUMO

BACKGROUND: Brain iron deficiency (BID), especially for the substantia nigra (SN), without peripheral iron deficiency (ID) has been well documented as a ubiquitous finding for restless legs syndrome (RLS) patients. This close association suggests the biology of RLS BID can produce RLS symptoms. Association, however, cannot establish such a direct relationship. Instead, the BID of RLS could be experimentally produced to determine if it then produces significant RLS-like biological or behavioral features. Forward genetics approach led to identification from the BXD strains the BXD40 females (BXD40f) as a putative animal model for the RLS BID. The BXD40f on an iron-sufficient diet have a lower iron in the VMB (containing the SN) during the active but not inactive period. This was not found for the other BXD strains evaluated. The BXD40f on an ID diet uniquely have even greater reduced VMB but not peripheral iron, matching the RLS BID pathophysiology. A prior report found that the BXD40f on an iron-sufficient diet had an RLS-like behavior of increased activity occurring only in the last part of the active period that was not present in the other strains without the low VMB iron. This increased activity matches the circadian pattern of symptoms in RLS patients with increased urge or drive to move in the last part of the day. This study asks first: if you decrease the VMB iron by an iron deficient diet do the RLS-like behaviors worsen; and second will the dopaminergic treatments effective for RLS also reduce the worsened RLSlike behaviors. METHODS: In sum, 13 BXD40f mice post weaning were randomly assigned for 100 days to either a iron-sufficient diet (n = 6) or an ID diet (N = 7). They were then evaluated for 24-h activity in their home cage using implanted G2 EMitter telemetry device. At 3 h before the end of the active period IP doses were given every other day of either: saline (vehicle only), 12.5 mg levodopa, 25 mg levodopa, 0.5 mg quinpirole, or 1 0.0 mg quinpirole. RESULTS: The ID compared to irons-sufficient diet produced earlier onset of the RLS-like behavior matching the earlier onset of symptoms with increasing severity of RLS. The dopaminergic treatments significantly reduced the RLS-like behavior. Added analyses of the RLS-like behaviors as decreased resting times showed similar results to activity increases. CONCLUSIONS: These data demonstrate both that The BXD40f provide a useful animal model of RLS and also strongly support the hypothesis that the biology of RLS BID can produce RLS symptoms.


Assuntos
Anemia Ferropriva , Síndrome das Pernas Inquietas , Anemia Ferropriva/tratamento farmacológico , Animais , Encéfalo , Modelos Animais de Doenças , Feminino , Humanos , Ferro , Camundongos , Síndrome das Pernas Inquietas/tratamento farmacológico
20.
Sleep Med ; 71: 135-140, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32044226

RESUMO

BACKGROUND: The primary symptoms of Restless Legs Syndrome (RLS) are circadian-dependent, leading to increased activity or decreased rest, especially at night. The primary pathology in RLS is brain iron insufficiency despite normal systemic iron stores. Natural variances in brain and peripheral iron concentrations across recombinant inbred (RI) murine strains provide a biological model of RLS. The question is whether these RI mice strains show a behavioral analog to circadian-dependent clinical phenotype of RLS. METHODS: The home cage activity of eight female RI strains was measured over a 72-h period. The ratio of the average activity in the last 2 h of the active period relative to that in the total 12-h active period (late active period activity ratio, LAPAR) was the primary outcome variable. The relation of average LAPAR scores to measures of ventral midbrain (VMB) iron was evaluated across strains in this study. RESULTS: RI strain 40 (LAPAR = 1.28) and RI strain 21 (LAPAR = 1.02) were the only strains to show an increased activity in the last part of the active period. ANOVA showed the increased activity was significantly greater during the last 2 h compared to the preceding 10 h of the active phase only for the RI strain 40. Average LAPAR across the eight strains did not significantly correlate with the VMB iron content (r = -0.27, p < 0.10) but did correlate with changes in VMB iron with iron deficiency (r = 0.71, p < 0.05) and diurnal change in VMB iron (r = 0.65, p < 0.05). CONCLUSION: The female RI strain 40 mice exhibited a distinct end-of-active-period behavior analogous to circadian-dependent clinical phenotype of RLS.


Assuntos
Síndrome das Pernas Inquietas , Animais , Encéfalo , Feminino , Ferro , Mesencéfalo , Camundongos
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