Proteomic analysis of the cerebrospinal fluid of patients with restless legs syndrome/Willis-Ekbom disease
© Patton et al.; licensee BioMed Central Ltd. 2013
Received: 14 December 2012
Accepted: 8 May 2013
Published: 7 June 2013
Restless Legs Syndrome/Willis-Ekbom Disease (RLS/WED) is a sensorimotor disorder that causes patients to experience overwhelming and distressing sensations in the legs compelling the patient to move their legs to provide relief. The purpose of this study was to determine if biomarkers in the cerebrospinal fluid can distinguish RLS/WED patients from neurological controls.
We obtained CSF samples by lumbar puncture from 5 early-onset RLS/WED patients and 5 controls. We performed 2-dimensional difference in-gel electrophoresis (2D-DIGE). Proteins that were significantly altered were identified by Student’s t-test. Protein spots that were differentially expressed (p ≤ 0.05, Av. Ratio ≥ 2.0) between RLS/WED and control CSF samples were identified using MALDI-TOF-MS. Statistical analyses of the validation immunoblot assays were performed using Student’s t-test.
In this discovery study we identified 6 candidate CSF protein markers for early-onset RLS/WED. Four proteins (Cystatin C, Lipocalin-type Prostaglandin D2 Synthase, Vitamin D binding Protein, and β-Hemoglobin) were increased and 2 proteins (Apolipoprotein A1 and α-1-acid Glycoprotein) were decreased in RLS/WED patients.
Our results reveal a protein profile in the RLS/WED CSF that is consistent with clinical findings of disruptive sleep, cardiovascular dysfunction and painful symptoms. Moreover, protein profiles are consistent with neuropathological findings of activation of hypoxia inducible factor (HIF) pathways and alterations in dopaminergic systems. These data indicate the CSF of RLS/WED patients may provide information relevant to biological basis for RLS/WED, treatment strategies and potential new treatment targets.
Restless Legs Syndrome/Willis-Ekbom Disease (RLS/WED) is a sensorimotor disorder that affects between 5-10% of the population . Patients who suffer with RLS/WED experience an overwhelming and distressing sensation that forces them to move their legs . Those with moderate to severe symptoms report significant disability, chronically reduced sleep times, 20% reduction in their work productivity, diminished quality of life, and increased depression and anxiety . RLS/WED has also been identified as a risk factor for cardiovascular disease [4–7]. RLS/WED prevalence increases with age and it affects women twice as frequently as men.
Iron dysregulation in the pathogenesis of RLS/WED is supported by a substantial volume of research including several studies reporting decreased ferritin in cerebrospinal fluid (CSF) and decreased brain iron particularly in the substantia nigra using MRI, ultrasound imaging and brain autopsy analysis . A number of studies to date support the concept of diminished brain iron in RLS/WED, thus providing the basis for the hypothesis that RLS/WED occurs as a result of low brain iron content [8–10]. We still do not understand, however, the full consequences that low brain iron may have on neural systems in patients with RLS/WED. We performed proteomic analyses in order identify neural systems and pathways that are altered in those suffering with RLS/WED and possibly identify novel avenues for potential therapeutic intervention.
CSF was utilized for this biomarker study because it is most likely to reflect changes in CNS metabolic status due to its proximity to the brain. An advantage of CSF as the biological fluid for proteomic analyses over blood is that the CSF is sequestered behind both the blood–brain and brain-CSF barriers. This isolation permits the identification of biomarkers that are specific to CNS disease processes. Hence, our goal for this study was to identify CSF biomarkers for RLS/WED using two-dimensional difference-in-gel electrophoresis (2D-DIGE) together with tandem Mass Spectrometric (MS) analysis. To further validate the identified biomarkers, we used immunoblot analyses to quantify differences in protein levels between early-onset RLS/WED and age- and gender-matched control subjects. In this study, we identify six proteins whose levels are altered in early-onset RLS/WED subjects.
Patient demographics and CSF collection
RLS/WED patient demographics
Onset age (years)
Sleep apnea or snoring
Ages of RLS/WED and control subjects at time of study
RLS/WED (age in years)
Control (age in years)
Mean ± SD
Mean ± SD
58.00 ± 12.10
58.80 ± 7.66
After written informed consent was obtained from the research subjects, approximately 10 mL of CSF was obtained via lumbar puncture with a 25-gauge needle and placed immediately on ice. CSF specimens were spun at low speed in a refrigerated centrifuge to remove any cellular contamination, aliquoted, and stored at −80°C within 1 h. All samples were collected between 9:30 AM and 11:00 AM. The CSF samples were precipitated with trichloroacetic acid/acetone following storage at− 80°C and the protein pellets were resuspended in 10 μL of DIGE labeling buffer (7 M urea, 2 M thiourea, 4% 3-[(3-cholamidopropyl)-dimethylammonio]-1-propanesulfonate (CHAPS) and 30 mM Tris/HCl, pH 8.5). Protein levels were quantified using the 2D Quant-Kit (GE Healthcare, Uppsala, Sweden).
Isoelectric pH gradient (IPG) strips, urea, 3-[(3-cholamidopropyl)-dimethylammonio]-1-propanesulfonate (CHAPS), dithiothreitol (DTT), Pharmalyte pH 3–11, acrylamide, ammonium persulfate, TEMED, glycine, methylene bisacrylamide, TRIS, thiourea, and 2-D Quant Kit (PlusOne or Ettan™ sample preparation kits and reagents) were obtained from GE Healthcare (Piscataway, NJ, USA). ReadyPrep 2D-Clean-up Kit was obtained from Bio-Rad (Hercules, CA, USA). Iodoacetamide and mineral oil were obtained from Sigma (St. Louis, MO). SDS was obtained from USB (Cleveland, OH, USA). Methanol and glacial acetic acid were purchased from Fisher Scientific (Fair Lawn, NJ, USA).
Two-dimensional difference-in-gel electrophoresis (2-D DIGE) labeling
Each of the dry CyDyes (GE Healthcare) was reconstituted and 50 μg of total protein was labeled with each diluted CyDye solution as described in the manufacturer’s protocol.
2-D PAGE analysis
CSF containing 150 μg of labeled protein was added to an IPG strip. Strips were rehydrated for 20 h followed by isoelectric focusing for 27 h. The following gradient program was used – step 1: 0.01 h, 150 V, 2 mA, 5 W; step 2: 2.00 h, 150 V, 2 mA, 5 W; step 3: 6.00 h, 500 V, 2 mA, 5 W; step 4: 5.00 h, 3500 V, 2 mA, 5 W; step 5: 9.20 h, 3500 V, 2 mA, 5 W; step 6: 5.00 h, 50 V, 2 mA, 5 W. SDS-PAGE was carried out in 12.5% of acrylamide. Following the focusing step, the proteins on the strip were reduced and alkylated with gentle shaking in two subsequent steps for 30 min each in 10 ml equilibration buffer (6 M Urea, 75 mM Tris–HCl pH 8.8, 29.3% glycerol, 2% SDS, 0.002% bromophenol blue) containing 100 mg DTT and 250 mg iodoacetamide in the second step. Strips were removed from equilibration solution, blotted, and placed on a 1-mm thick 25.5 × 20.5 cm 12.5% acrylamide non-gradient SDS gel. The strips were sealed with 1% agarose, 125 mM Tris–HCl at pH=6.8, 1% SDS. Proteins were separated on the gels using 600 V, 400 mA, 100 W for 4 h at 10°C. Analytical gels were imaged immediately after separation, while the preparative gels were fixed with 7.5% acetic acid/10% methanol overnight and stained with Coomassie Blue R-350. The images from analytical gels were collected as described previously . Intra-gel spot detection, inter-gel matching and normalization of spot intensities were performed using the Differential In-gel Analysis (DIA) mode and Biological Variation Analysis (BVA) mode of DeCyder 2D software (GE Healthcare, Munich, Germany), respectively. In-Gel Trypsin Digestion of Proteins and Mass Spectroscopic analyses for these experiments were performed as described previously .
Each of the proteins identified by 2-D DIGE analyses was confirmed by immunoblot analyses. Protein concentration was determined and immunoblot analyses were performed as described previously . An aliquot of total CSF containing 1-3 μg from each of the subject participants was used for the validation analyses. Mouse monoclonal anti-apolipoprotein-A1, anti- α-1-acid glycoprotein, anti-vitamin D binding protein, anti-cystatin C, and anti-β-hemoglobin and rabbit polyclonal anti-prostaglandin D2 synthase were obtained from Santa Cruz Biotechnology (Santa Cruz, CA, USA). In addition, H-ferritin was quantified using immunoblot analyses. One μg of total protein was used for the analysis and a custom rabbit polyclonal H-ferritin antibody from Covance Biotechnology (Denver, PA, USA) was used as the primary antibody. All immunoblot analyses were run in triplicate.
The immunoblots were quantified using densitometric analysis. Chemiluminescent detection was performed using either anti-mouse or anti-rabbit IgG ECL HRP-conjugated secondary antibodies (GE Healthcare). FujiFilm imaging system was used for detection, and densitometric analysis was performed with Multiguage software version 3.0.
The Extended Data Analysis tool (EDA) in the DeCyder 2D software package was used for the statistical analysis of the 2D-DIGE experiments. Proteins that were significantly altered were identified by Student’s t-test. Protein spots that were differentially expressed (p ≤ 0.05, Av. Ratio ≥ 2.0) between RLS/WED and control CSF samples were identified using MALDI-TOF-MS.
Statistical analyses of the validation immunoblot assays were performed using Student’s t-test.
CSF protein profile
CSF proteins showing at least a two-fold difference in expression between RLS/WED and control subjects
Gi access no.
Proteins that are down-regulated-regulated in RLS/WED CSF
Apolipo protein A-I (precursor)
Major protein component of high density lipoprotein (HDL) in plasma. Promotes cholesterol efflux from tissues to the liver for excretion.
Alpha-1-acid glycoprotein 1
Reduces neutrophil phagocytosis of bacteria, inhibits neutrophil migration and superoxide production, reduces activated platelet aggregation, and inhibits activated lymphocytes proliferation.
Proteins that are up-regulated in RLS/ WED CSF
vitamin D-binding protein (precursor)
Binds vitamin D and its metabolites and transports them to target tissues
Prostaglandin D2 synthase 21kDa (brain)
Neuromodulator and trophic factor in the CNS. Involved in smooth muscle contraction and relaxation; and inhibits platelet aggregation.
Inhibitor of lysosomal proteinases and an extracellular inhibitor of cysteine proteases
most common form of hemoglobin in adult humans
Prior to this study, only specific iron-related proteins and dopaminergic metabolites have been examined in the CSF of RLS/WED patients [15, 16]. Although the importance of iron in the etiology of early-onset RLS/WED has been established, our proteomic approach in this study permitted identification of proteins that could prove valuable in understanding pathways affected in RLS/WED and identifying targets for treatment strategies.
In this discovery study, we have utilized a 2D-DIGE coupled with tandem MS to identify 6 candidate CSF protein markers for early-onset Restless Legs Syndrome (RLS/WED); four proteins (Cystatin C, Lipocalin-type Prostaglandin D2 Synthase, Vitamin D binding Protein, and β-Hemoglobin) were increased and 2 proteins (Apolipoprotein A1 and α-1-acid Glycoprotein) were decreased in RLS/WED patients compared to controls.
Cystatin C levels were increased in the CSF of early-onset RLS/WED patients. Cystatin C is a cysteine proteinase inhibitor that has multiple functions in vivo. It is known to inhibit both endogenous and exogenous cysteine peptidases, regulate the immune system, have antibacterial and/or antiviral effects; and neuroprotective effects during brain injury. Cystatin C has been described previously as a biomarker of pain in lumbar disk herniation, sciatica, and labor [17, 18]. The level of cystatin C observed in the CSF of patients with these conditions was found to be dependent on the pain’s intensity and duration. The increased expression of cystatin C in the CSF from RLS/WED patients is consistent with multiple reports of pain associated with RLS/WED symptoms and increased temporal summation to heat pulses in RLS/WED patients suggesting that RLS/WED is associated with amplified CNS pain processing [19, 20]. Also, RLS/WED has significant comorbitity with a number of pain conditions such as fibromyalgia  and headache . The finding of elevated cystatin C in the CSF of RLS/WED subjects may provide an objective measure of the pain associated with RLS/WED in some of the patients. Also cystatin C has been reported to be elevated in response to inflammation; therefore, there is the potential that immune system activation may be occurring in the CNS of patients with RLS/WED. A recent review by Weinstock et al.  suggests that some conditions that are associated with RLS/WED have an inflammatory/immune component and that inflammation may be responsible for the CNS iron deficiency.
In this study, we found increased levels of lipocalin-type prostaglandin D2 synthase (L-PGDS) in RLS/WED CSF. L-PGDS is the most abundant protein in the CSF and serves two roles: 1) synthesis of prostaglandin D2 (PGD2) from prostaglandin H2 (PGH2); and 2) binding and transporting small lipophilic molecules. L-PGDS alterations have been reported in a number of sleep disorders including narcolepsy and obstructive sleep apnea with and without daytime sleepiness [24–26] and thus its increase is relevant to sleep disruptions in RLS/WED. We have reported that PGDS is decreased in CSF of monkeys that were iron deficient . Furthermore, the increase in PGDS in RLS/WED CSF is inconsistent with the reports of decreased brain iron status in RLS/WED . We suggest that the increase in PGDS that was observed in RLS/WED patients could be part of a compensatory mechanism. It has been reported that L-PGDS is upregulated in the brains of subjects with hypoxic-ischemic encephalopathy (HIE) . Also, it has been demonstrated in a mouse model of HIE that L-PGDS and HIF-1α expression are co-localized and it was implied that L-PGDS may protect neurons from hypoxic insult by local secretion of PGD2. We could hypothesize, therefore, that the increased L-PGDS in RLS/WED may be a result of hypoxia pathway activation . This hypothesis is further supported by our recent finding of HIF pathway activation in the brains and microvasculature of RLS/WED subjects .
In this study, we report elevated vitamin D binding protein in the CSF of RLS/WED subjects. Vitamin D binding protein (VDP) is noted for specifically binding and transporting a number of sterols including vitamin D metabolites to target cells, however, it has been also been shown to be a scavenger of toxins that are released due to cellular injury or death  and a modulator of the immune response . Alterations in cerebrospinal fluid levels of VDP have been linked primarily to neurodegenerative diseases, such as multiple sclerosis, Parkinson’s disease, and trauma [17, 30, 31]. Vitamin D also has important ties to the pathways that have been identified in the etiology of RLS/WED. Vitamin D deficiency has been linked to altered dopamine concentrations in the cortex , and blood and tissue iron content has been reported to increase following vitamin D supplementation . Balaban et al. have reported decreased serum 25-hydroxyvitamin D levels in female RLS/WED subject and have postulated that the CNS iron deficiency that occurs in RLS/WED may induce alterations in the dopaminergic pathway via a vitamin D-mediated pathway . Because of the tie between iron, dopamine and vitamin D, it is tempting to propose that elevated VDP that we observed in this study could be reflective of the alterations in the iron/dopamine pathway. One could also hypothesize that the elevation of VDP could also be reflective of activation of inflammatory/immune cascades in the CNS of RLS/WED subjects as further supported by the alterations of cystatin C and alpha-1 acid glycoprotein levels in RLS/WED CSF.
Beta-Hemoglobin was found to be increased in RLS/WED CSF. β-Hemoglobin is a major component of adult hemoglobin and normally is not present in the CSF. As such, the presence of β-Hemoglobin in the CSF is often considered to be indicative of blood contamination. While, obtaining a CSF tap with no blood contamination is extremely difficult, we have examined the CSF for frank signs of blood to rule out contamination. β-Hemoglobin is known to transport oxygen in the blood, however, it has also been reported to be important in dopamine regulation in the brain . Biagioli and colleagues have reported that overexpression of Hbb-b1 and Hba-a1 (the genes encoding Hemoglobin β and Hemoglobin α) in dopaminergic cell lines alters transcription of genes related to iron metabolism, oxygen homeostasis, oxidative phosphorylation, and nitric oxide synthesis . Because evidence exists for the disruption of both the dopaminergic and oxygen homeostatic systems in RLS [27, 36–38], it is tempting to suggest the finding of increased β-hemoglobin in the RLS/WED CSF may reflect a more chronic condition in RLS/WED and perhaps may point to a mechanistic explanation for the altered iron, dopamine and oxygen protein profiles that are observed in RLS/WED.
Apolipoprotein A1 was found to be decreased in the CSF of patients with RLS/WED. Apolipoprotein A1 is the primary protein constituent of high density lipoproteins (HDL). Although the role of Apolipoprotein A1 in the CNS is not completely understood, it is thought to be important for transport of lipids into the brain . To date, no association has been reported between Apo-A1 and RLS/WED, however, recent studies [40, 41] have described a higher prevalence of hypercholesterolemia in RLS/WED subjects. Decreased serum Apo-A1 levels have been linked to increased incidence of cardiovascular disease  which, if the decrease in Apo-A1 that was observed in RLS/WED CSF was reflective of a global Apo-A1 level, this could be related to the increased risk for cardiovascular disease in RLS/WED [4–7].
Alpha-1-acid glycoprotein levels were decreased in the CSF from RLS/WED patients. Alpha-1-acid glycoprotein (AGP) is synthesized primarily in the liver, but also is reportedly synthesized in the endothelial cells of the blood–brain-barrier. Alpha-1-acid glycoprotein (AGP) is an acute phase reactant that is involved in the inflammation cascade and is thought to provide immediate and effective response to inflammatory damage prior to successive protective mechanisms . Their protective functions seem to result mainly from iron sequestration [44, 45]. Our finding of decreased AGP in the CSF of RLS/WED subjects is reflective of decreased iron content in the CNS and provides further support for altered iron homeostasis in the brains of RLS/WED patients [14, 46, 47].
Our results reveal a protein profile in the RLS/WED CSF that is consistent with iron deficiency, dopamine dysregulation and inflammation. The APO-A1 finding may be of relevance outside of CNS given the recently reported increased risk of cardiovascular disease in patients with RLS and cardiovascular dysfunction and reports of painful symptoms. The profiles in the CSF are also consistent with neuropathological findings of activation of HIF pathways and alterations in dopaminergic systems. The data indicate that the CSF protein profile, if confirmed in larger sample sizes, may provide support for existing hypotheses about a biological basis for RLS/WED which could prove clinically meaningful in evaluating therapeutic strategies and identifying new targets.
This work was supported by grants from GlaxoSmithKline (#109851) (JRC).
- Allen RP, Walters AS, Montplaisir J, Hening W, Myers A, Bell TJ, Ferini-Strambi L: Restless legs syndrome prevalence and impact: REST general population study. Arch Intern Med. 2005, 165: 1286-1292. 10.1001/archinte.165.11.1286.PubMedView ArticleGoogle Scholar
- Allen RP, Picchietti D, Hening WA, Trenkwalder C, Walters AS, Montplaisi J: Restless legs syndrome: diagnostic criteria, special considerations, and epidemiology. A report from the restless legs syndrome diagnosis and epidemiology workshop at the National Institutes of Health. Sleep Med. 2003, 4: 101-119. 10.1016/S1389-9457(03)00010-8.PubMedView ArticleGoogle Scholar
- Earley CJ, Silber MH: Restless legs syndrome: understanding its consequences and the need for better treatment. Sleep Med. 2010, 11: 807-815. 10.1016/j.sleep.2010.07.007.PubMedView ArticleGoogle Scholar
- Ulfberg J, Nystrom B, Carter N, Edling C: Prevalence of restless legs syndrome among men aged 18 to 64 years: an association with somatic disease and neuropsychiatric symptoms. Mov Disord. 2001, 16: 1159-1163. 10.1002/mds.1209.PubMedView ArticleGoogle Scholar
- Winkelman JW, Finn L, Young T: Prevalence and correlates of restless legs syndrome symptoms in the Wisconsin Sleep Cohort. Sleep Med. 2006, 7: 545-552. 10.1016/j.sleep.2006.01.004.PubMedView ArticleGoogle Scholar
- Winkelman JW, Shahar E, Sharief I, Gottlieb DJ: Association of restless legs syndrome and cardiovascular disease in the Sleep Heart Health Study. Neurology. 2008, 70: 35-42. 10.1212/01.wnl.0000287072.93277.c9.PubMedView ArticleGoogle Scholar
- Ohayon MM, Roth T: Prevalence of restless legs syndrome and periodic limb movement disorder in the general population. J Psychosom Res. 2002, 53: 547-554. 10.1016/S0022-3999(02)00443-9.PubMedView ArticleGoogle Scholar
- Allen RP, Earley CJ: The role of iron in restless legs syndrome. Mov Disord. 2007, 22 (Suppl 18): S440-S448.PubMedView ArticleGoogle Scholar
- Allen RP, Barker PB, Wehrl F, Song HK, Earley CJ: MRI measurement of brain iron in patients with restless legs syndrome. Neurology. 2001, 56: 263-265. 10.1212/WNL.56.2.263.PubMedView ArticleGoogle Scholar
- Godau J, Klose U, Di Santo A, Schweitzer K, Berg D: Multiregional brain iron deficiency in restless legs syndrome. Mov Disord. 2008, 23: 1184-1187. 10.1002/mds.22070.PubMedView ArticleGoogle Scholar
- Cho YW, Shin WC, Yun CH, Hong SB, Kim JH, Allen RP, Earley CJ: Epidemiology of restless legs syndrome in Korean adults. Sleep. 2008, 31: 219-223.PubMed CentralPubMedGoogle Scholar
- Hening WA, Allen RP, Washburn M, Lesage S, Earley CJ: Validation of the Hopkins telephone diagnostic interview for restless legs syndrome. Sleep Med. 2008, 9: 283-289. 10.1016/j.sleep.2007.04.021.PubMedView ArticleGoogle Scholar
- Geguchadze RN, Coe CL, Lubach GR, Clardy TW, Beard JL, Connor JR: CSF proteomic analysis reveals persistent iron deficiency-induced alterations in non-human primate infants. J Neurochem. 2008, 105: 127-136. 10.1111/j.1471-4159.2007.05113.x.PubMedView ArticleGoogle Scholar
- Connor JR, Wang XS, Patton SM, Menzies SL, Troncoso JC, Earley CJ, Allen RP: Decreased transferrin receptor expression by neuromelanin cells in restless legs syndrome. Neurology. 2004, 62: 1563-1567. 10.1212/01.WNL.0000123251.60485.AC.PubMedView ArticleGoogle Scholar
- Earley CJ, Connor JR, Beard JL, Clardy SL, Allen RP: Ferritin levels in the cerebrospinal fluid and restless legs syndrome: effects of different clinical phenotypes. Sleep. 2005, 28: 1069-1075.PubMedGoogle Scholar
- Allen RP, Connor JR, Hyland K, Earley CJ: Abnormally increased CSF 3-Ortho-methyldopa (3-OMD) in untreated restless legs syndrome (RLS) patients indicates more severe disease and possibly abnormally increased dopamine synthesis. Sleep Med. 2009, 10: 123-128. 10.1016/j.sleep.2007.11.012.PubMed CentralPubMedView ArticleGoogle Scholar
- Liu XD, Zeng BF, Xu JG, Zhu HB, Xia QC: Proteomic analysis of the cerebrospinal fluid of patients with lumbar disk herniation. Proteomics. 2006, 6: 1019-1028. 10.1002/pmic.200500247.PubMedView ArticleGoogle Scholar
- Mannes AJ, Martin BM, Yang HY, Keller JM, Lewin S, Gaiser RR, Iadarola MJ: Cystatin C as a cerebrospinal fluid biomarker for pain in humans. Pain. 2003, 102: 251-256. 10.1016/S0304-3959(02)00403-7.PubMedView ArticleGoogle Scholar
- Abetz L, Allen R, Follet A, Washburn T, Earley C, Kirsch J, Knight H: Evaluating the quality of life of patients with restless legs syndrome. Clin Ther. 2004, 26: 925-935. 10.1016/S0149-2918(04)90136-1.PubMedView ArticleGoogle Scholar
- Edwards RR, Quartana PJ, Allen RP, Greenbaum S, Earley CJ, Smith MT: Alterations in pain responses in treated and untreated patients with restless legs syndrome: associations with sleep disruption. Sleep Med. 2011, 12: 603-609. 10.1016/j.sleep.2010.09.018.PubMed CentralPubMedView ArticleGoogle Scholar
- Yunus MB: Role of central sensitization in symptoms beyond muscle pain, and the evaluation of a patient with widespread pain. Best Pract Res Clin Rheumatol. 2007, 21: 481-497. 10.1016/j.berh.2007.03.006.PubMedView ArticleGoogle Scholar
- D'Onofrio F, Bussone G, Cologno D, Petretta V, Buzzi MG, Tedeschi G, Bonavita V, Cicarelli G: Restless legs syndrome and primary headaches: a clinical study. Neurol Sci. 2008, 29 (Suppl 1): S169-S172.PubMedView ArticleGoogle Scholar
- Weinstock LB, Walters AS, Paueksakon P: Restless legs syndrome–theoretical roles of inflammatory and immune mechanisms. Sleep Med Rev. 2012, 16: 341-354. 10.1016/j.smrv.2011.09.003.PubMedView ArticleGoogle Scholar
- Jordan W, Tumani H, Cohrs S, Eggert S, Rodenbeck A, Brunner E, Ruther E, Hajak G: Prostaglandin D synthase (beta-trace) in healthy human sleep. Sleep. 2004, 27: 867-874.PubMedGoogle Scholar
- Jordan W, Hagedohm J, Wiltfang J, Laier-Groeneveld G, Tumani H, Rodenbeck A, Ruther E, Hajak G: Biochemical markers of cerebrovascular injury in sleep apnoea syndrome. Eur Respir J. 2002, 20: 158-164. 10.1183/09031936.02.00862001.PubMedView ArticleGoogle Scholar
- Barcelo A, de la Pena M, Barbe F, Pierola J, Bosch M, Agusti AG: Prostaglandin D synthase (beta trace) levels in sleep apnea patients with and without sleepiness. Sleep Med. 2007, 8: 509-511. 10.1016/j.sleep.2006.10.005.PubMedView ArticleGoogle Scholar
- Patton SM, Ponnuru P, Snyder AM, Podskalny GD, Connor JR: Hypoxia-inducible factor pathway activation in restless legs syndrome patients. Eur J Neurol. 2011, 18: 1329-1335. 10.1111/j.1468-1331.2011.03397.x.PubMedView ArticleGoogle Scholar
- Speeckaert M, Huang G, Delanghe JR, Taes YE: Biological and clinical aspects of the vitamin D binding protein (Gc-globulin) and its polymorphism. Clin Chim Acta. 2006, 372: 33-42. 10.1016/j.cca.2006.03.011.PubMedView ArticleGoogle Scholar
- Gomme PT, Bertolini J: Therapeutic potential of vitamin D-binding protein. Trends Biotechnol. 2004, 22: 340-345. 10.1016/j.tibtech.2004.05.001.PubMedView ArticleGoogle Scholar
- Qin Z, Qin Y, Liu S: Alteration of DBP levels in CSF of patients with MS by proteomics analysis. Cell Mol Neurobiol. 2009, 29: 203-210. 10.1007/s10571-008-9312-z.PubMedView ArticleGoogle Scholar
- Zhang J, Sokal I, Peskind ER, Quinn JF, Jankovic J, Kenney C, Chung KA, Millard SP, Nutt JG, Montine TJ: CSF multianalyte profile distinguishes Alzheimer and Parkinson diseases. Am J Clin Pathol. 2008, 129: 526-529. 10.1309/W01Y0B808EMEH12L.PubMed CentralPubMedView ArticleGoogle Scholar
- Baksi SN, Hughes MJ: Chronic vitamin D deficiency in the weanling rat alters catecholamine metabolism in the cortex. Brain Res. 1982, 242: 387-390. 10.1016/0006-8993(82)90331-6.PubMedView ArticleGoogle Scholar
- Masuhara T, Migicovsky BB: Vitamin D and the intestinal absorption of iron and cobalt. J Nutr. 1963, 80: 332-336.PubMedGoogle Scholar
- Balaban H, Yildiz OK, Cil G, Senturk IA, Erselcan T, Bolayir E, Topaktas S: Serum 25-hydroxyvitamin D levels in restless legs syndrome patients. Sleep Med. 2012, 13: 953-957. 10.1016/j.sleep.2012.04.009.PubMedView ArticleGoogle Scholar
- Biagioli M, Pinto M, Cesselli D, Zaninello M, Lazarevic D, Roncaglia P, Simone R, Vlachouli C, Plessy C, Bertin N: Unexpected expression of alpha- and beta-globin in mesencephalic dopaminergic neurons and glial cells. Proc Natl Acad Sci USA. 2009, 106: 15454-15459. 10.1073/pnas.0813216106.PubMed CentralPubMedView ArticleGoogle Scholar
- Turjanski N, Lees AJ, Brooks DJ: Striatal dopaminergic function in restless legs syndrome: 18F-dopa and 11C-raclopride PET studies. Neurology. 1999, 52: 932-937. 10.1212/WNL.52.5.932.PubMedView ArticleGoogle Scholar
- Cervenka S, Palhagen SE, Comley RA, Panagiotidis G, Cselenyi Z, Matthews JC, Lai RY, Halldin C, Farde L: Support for dopaminergic hypoactivity in restless legs syndrome: a PET study on D2-receptor binding. Brain. 2006, 129: 2017-2028. 10.1093/brain/awl163.PubMedView ArticleGoogle Scholar
- Kim KW, Jhoo JH, Lee SB, Lee SD, Kim TH, Kim SE, Kim YK, Yoon IY: Increased striatal dopamine transporter density in moderately severe old restless legs syndrome patients. Eur J Neurol. 2012, 19: 1213-1218. 10.1111/j.1468-1331.2012.03705.x.PubMedView ArticleGoogle Scholar
- Koch S, Donarski N, Goetze K, Kreckel M, Stuerenburg HJ, Buhmann C, Beisiegel U: Characterization of four lipoprotein classes in human cerebrospinal fluid. J Lipid Res. 2001, 42: 1143-1151.PubMedGoogle Scholar
- Winter AC, Berger K, Glynn RJ, Buring JE, Gaziano JM, Schurks M, Kurth T: Vascular risk factors, cardiovascular disease, and restless legs syndrome in men. Am J Med. 2013, 126: 228-235 e222. 10.1016/j.amjmed.2012.06.039.PubMed CentralPubMedView ArticleGoogle Scholar
- Schlesinger I, Erikh I, Avizohar O, Sprecher E, Yarnitsky D: Cardiovascular risk factors in restless legs syndrome. Mov Disord. 2009, 24: 1587-1592. 10.1002/mds.22486.PubMedView ArticleGoogle Scholar
- Chen GL, Liu LW, Xie S, Liu H, Liu YQ, Li YS: High-density lipoprotein associated factors apoA-I and serum amyloid A in Chinese non-diabetic patients with coronary heart disease. Chin Med J (Engl). 2010, 123: 658-663.Google Scholar
- Moshage H: Cytokines and the hepatic acute phase response. J Pathol. 1997, 181: 257-266. 10.1002/(SICI)1096-9896(199703)181:3<257::AID-PATH756>3.0.CO;2-U.PubMedView ArticleGoogle Scholar
- Berger T, Togawa A, Duncan GS, Elia AJ, You-Ten A, Wakeham A, Fong HE, Cheung CC, Mak TW: Lipocalin 2-deficient mice exhibit increased sensitivity to Escherichia coli infection but not to ischemia-reperfusion injury. Proc Natl Acad Sci USA. 2006, 103: 1834-1839. 10.1073/pnas.0510847103.PubMed CentralPubMedView ArticleGoogle Scholar
- Flo TH, Smith KD, Sato S, Rodriguez DJ, Holmes MA, Strong RK, Akira S, Aderem A: Lipocalin 2 mediates an innate immune response to bacterial infection by sequestrating iron. Nature. 2004, 432: 917-921. 10.1038/nature03104.PubMedView ArticleGoogle Scholar
- Mizuno S, Mihara T, Miyaoka T, Inagaki T, Horiguchi J: CSF iron, ferritin and transferrin levels in restless legs syndrome. J Sleep Res. 2005, 14: 43-47. 10.1111/j.1365-2869.2004.00403.x.PubMedView ArticleGoogle Scholar
- Connor JR, Boyer PJ, Menzies SL, Dellinger B, Allen RP, Ondo WG, Earley CJ: Neuropathological examination suggests impaired brain iron acquisition in restless legs syndrome. Neurology. 2003, 61: 304-309. 10.1212/01.WNL.0000078887.16593.12.PubMedView ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.