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Poplawska-Domaszewicz K, Rota S, Qamar MA, Chaudhuri KR. The complexities in the differential diagnosis of restless legs syndrome (Willis-Ekbom disease). Expert Rev Neurother 2025; 25:157-173. [PMID: 39773238 DOI: 10.1080/14737175.2025.2450639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 11/25/2024] [Accepted: 01/04/2025] [Indexed: 01/11/2025]
Abstract
INTRODUCTION We present a literature review on the clinical conundrums surrounding the differential diagnosis of restless legs syndrome (RLS, Willis-Ekbom disease), as well as conditions that can mimic RLS. An extensive literature search showed that secondary causes of RLS ranged from commonly recognized causes, such as iron deficiency anemia, to less widely noted causes, such as rheumatoid disorders and hypothyroidism. There is a controversial association with Parkinson's disease, essential tremor, and RLS, whereby RLS is proposed as a prodromal feature. AREAS COVERED The clinical presentation of restless legs syndrome (RLS), a highly prevalent movement disorder usually during sleep with a circadian variation. The review highlights differences between commonly established secondary causes of RLS, RLS mimics, genetic and drug-induced RLS. A flowchart presents some key features of different and overlapping secondary RLS and mimics and genetic RLS. EXPERT OPINION RLS is one of the commonest movement disorders and the International Restless Legs Syndrome Study Group has suggested five-point criteria for robust diagnosis of RLS. However, even in expert hands, diagnosis is accurate in about 85% and misdiagnosis, especially with 'RLS mimics,' appears to be high. There are wide variations in the way RLS can present, and this includes different types of secondary RLS as well as drug induced or genetic patterns of RLS. Secondary RLS is highly complex and can be associated with Parkinson's disease as well as prodromal stage of Parkinson and essential tremor. Other known causes of secondary RLS are many and include end-stage kidney disease as well as metabolic disorders to painful conditions such as rheumatic disorders and fibromyalgia and polyradiculopathy.
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Affiliation(s)
- Karolina Poplawska-Domaszewicz
- Department of Neurology, Poznan University of Medical Sciences, Poznan, Poland
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, UK
| | - Silvia Rota
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, UK
- Basic and Clinical Neuroscience Department, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Mubasher A Qamar
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, UK
- Basic and Clinical Neuroscience Department, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - K Ray Chaudhuri
- Parkinson's Foundation Centre of Excellence, King's College Hospital, London, UK
- Basic and Clinical Neuroscience Department, The Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Coleman S. An Argument for Unconscious Mental Qualities. AUSTRALASIAN JOURNAL OF PHILOSOPHY 2024:1-19. [DOI: 10.1080/00048402.2024.2379272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 05/08/2023] [Accepted: 06/14/2023] [Indexed: 01/03/2025]
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Guan XR, Chen YH, Li JF, Su XQ, Sun W. Effect of "He Tiao Du Ren An Shen Acupuncture" on restless leg syndrome: A randomized trial. Medicine (Baltimore) 2024; 103:e39926. [PMID: 39331896 PMCID: PMC11441916 DOI: 10.1097/md.0000000000039926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 09/13/2024] [Indexed: 09/29/2024] Open
Abstract
BACKGROUND This study aimed to observe the clinical effects of "He Tiao Du Ren An Shen Acupuncture" (HTDRAS Acupuncture) for treating restless leg syndrome (RLS). METHODS We randomly divided 66 RLS patients into 2 groups: the observation group received "He Tiao Du Ren An Shen Acupuncture" and the control group received conventional acupuncture. All participants were treated once a day, 6 days a week, with 1 day off, for a total of 1 month. Clinical effectiveness of the 2 groups was compared, neurotransmitter levels, the International Restless Leg Syndrome Scale and the Hamilton Anxiety Scale were assessed in both groups. RESULTS The curative effect in the observation group was better than that in the control group (P < .05). After treatment, the expression of 5-hydroxytryptamine in the observation group was higher than in the control group (P < .05). The International Restless Leg Syndrome Scale and Hamilton Anxiety Scale scores in observation group were lower than those in control group (P < .05). CONCLUSION "He Tiao Du Ren An Shen Acupuncture" for RLS is significantly effective and safe. It can effectively improve the levels of 5-hydroxytryptamine in RLS patients, alleviate clinical symptoms and reduce anxiety. This treatment has a high clinical application value and is worthy of clinical promotion.
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Affiliation(s)
- Xin-Rui Guan
- Heilongjiang University of Chinese Medicine, Harbin, China
| | - Ying-Hua Chen
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Jun-Feng Li
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Xiao-Qing Su
- First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, China
| | - Wei Sun
- Heilongjiang University of Chinese Medicine, Harbin, China
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Wang JE, Sindorf J, Chen PW, Wu J, Gonzales A, O’Brien MK, Sunderrajan A, Knutson KL, Zee PC, Wolfe L, Arora VM, Jayaraman A. Assessing actigraphy performance for daytime sleep detection following stroke: insights from inpatient monitoring in a rehabilitation hospital. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae057. [PMID: 39161745 PMCID: PMC11331150 DOI: 10.1093/sleepadvances/zpae057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/25/2024] [Indexed: 08/21/2024]
Abstract
Study Objectives Stroke can result in or exacerbate various sleep disorders. The presence of behaviors such as daytime sleepiness poststroke can indicate underlying sleep disorders which can significantly impact functional recovery and thus require prompt detection and monitoring for improved care. Actigraphy, a quantitative measurement technology, has been primarily validated for nighttime sleep in healthy adults; however, its validity for daytime sleep monitoring is currently unknown. Therefore this study aims to identify the best-performing actigraphy sensor and algorithm for detecting daytime sleep in poststroke individuals. Methods Participants wore Actiwatch Spectrum and ActiGraph wGT3X-BT on their less-affected wrist, while trained observers recorded daytime sleep occurrences and activity levels (active, sedentary, and asleep) during non-therapy times. Algorithms, Actiwatch (Autoscore AMRI) and ActiGraph (Cole-Kripke, Sadeh), were compared with on-site observations and assessed using F2 scores, emphasizing sensitivity to detect daytime sleep. Results Twenty-seven participants from an inpatient stroke rehabilitation unit contributed 173.5 hours of data. The ActiGraph Cole-Kripke algorithm (minute sleep time = 15 minutes, bedtime = 10 minutes, and wake time = 10 minutes) achieved the highest F2 score (0.59). Notably, when participants were in bed, the ActiGraph Cole-Kripke algorithm continued to outperform Sadeh and Actiwatch AMRI, with an F2 score of 0.69. Conclusions The study demonstrates both Actiwatch and ActiGraph's ability to detect daytime sleep, particularly during bed rest. ActiGraph (Cole-Kripke) algorithm exhibited a more balanced sleep detection profile and higher F2 scores compared to Actiwatch, offering valuable insights for optimizing daytime sleep monitoring with actigraphy in stroke patients.
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Affiliation(s)
- Jiayi E Wang
- School of Medicine, University of Chicago, Chicago, IL, USA
| | - Jacob Sindorf
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Pin-Wei Chen
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Jessica Wu
- School of Medicine, University of Chicago, Chicago, IL, USA
| | | | - Megan K O’Brien
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | | | - Kristen L Knutson
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Phyllis C Zee
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Lisa Wolfe
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Vineet M Arora
- School of Medicine, University of Chicago, Chicago, IL, USA
| | - Arun Jayaraman
- Max Nader Center for Rehabilitation Technologies and Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, USA
- Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Yeh WC, Li YS, Chang YP, Hsu CY. Dopamine agonists in restless leg syndrome treatment and their effects on sleep parameters: A systematic review and meta-analysis. Sleep Med 2024; 119:379-388. [PMID: 38761607 DOI: 10.1016/j.sleep.2024.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/16/2024] [Accepted: 05/03/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Dopamine agonists (DAs) constitute the standard therapeutic scheme for restless leg syndrome (RLS) because they have been proven to be effective. However, DAs may change sleep parameters, thus having adverse effects on patient condition. This meta-analysis clarified the effects of DAs used in RLS treatment on the sleep architecture. METHODS PubMed, Embase, and Cochrane Central databases were searched for randomized control trials (RCT) (up to October 2023) that discussed the effects of DAs on sleep architecture in patients with RLS. A meta-analysis employing a random-effects model was conducted. The patients were divided into subgroups according to individual DAs and treatment duration (1 day or ≥4 weeks). RESULTS Thirteen eligible randomized placebo-controlled trials were included in the assessment. The effects of three DAs (i.e., pramipexole, ropinirole, and rotigotine) on rapid eye movement (REM) sleep, slow-wave sleep (SWS), and sleep efficiency (SE) were analyzed. Overall, pramipexole significantly improved SE but decreased the percentage of REM sleep among treated patients. Ropinirole also enhanced SE compared with the placebo group. Rotigotine did not affect SE and REM sleep. Subgroup analysis found that pramipexole used for 1 day and ≥4 weeks significantly diminished the percentage of REM sleep. Ropinirole used for 1 day showed similar REM sleep patterns. Finally, none of the three DAs affected SWS. CONCLUSIONS This meta-analysis demonstrated that DAs significantly affect sleep parameters.
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Affiliation(s)
- Wei-Chih Yeh
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan; Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Ying-Sheng Li
- Sleep Disorders Center, Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Yang-Pei Chang
- Department of Neurology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chung-Yao Hsu
- Sleep Disorders Center, Department of Neurology, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan; Department of Neurology, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
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Fornaro M, Caiazza C, De Simone G, Rossano F, de Bartolomeis A. Insomnia and related mental health conditions: Essential neurobiological underpinnings towards reduced polypharmacy utilization rates. Sleep Med 2024; 113:198-214. [PMID: 38043331 DOI: 10.1016/j.sleep.2023.11.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/05/2023] [Accepted: 11/21/2023] [Indexed: 12/05/2023]
Abstract
Insomnia represents a significant public health burden, with a 10% prevalence in the general population. Reduced sleep affects social and working functioning, productivity, and patient's quality of life, leading to a total of $100 billion per year in direct and indirect healthcare costs. Primary insomnia is unrelated to any other mental or medical illness; secondary insomnia co-occurs with other underlying medical, iatrogenic, or mental conditions. Epidemiological studies found a 40-50% comorbidity prevalence between insomnia and psychiatric disorders, suggesting a high relevance of mental health in insomniacs. Sleep disturbances also worsen the outcomes of several psychiatric disorders, leading to more severe psychopathology and incomplete remission, plausibly contributing to treatment-resistant conditions. Insomnia and psychiatric disorder coexistence can lead to polypharmacy, namely, the concurrent use of two or more medications in the same patient, regardless of their purpose or rationale. Polypharmacy increases the risk of using unnecessary drugs, the likelihood of drug interactions and adverse events, and reduces the patient's compliance due to regimen complexity. The workup of insomnia must consider the patient's sleep habits and inquire about any medical and mental concurrent conditions that must be handled to allow insomnia to be remitted adequately. Monotherapy or limited polypharmacy should be preferred, especially in case of multiple comorbidities, promoting multipurpose molecules with sedative properties and with bedtime administration. Also, non-pharmacological interventions for insomnia, such as sleep hygiene, relaxation training and Cognitive Behavioral Therapy may be useful in secondary insomnia to confront behaviors and thoughts contributing to insomnia and help optimizing the pharmacotherapy. However, insomnia therapy should always be patient-tailored, considering drug indications, contraindications, and pharmacokinetics, besides insomnia phenotype, clinical picture, patient preferences, and side effect profile.
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Affiliation(s)
- Michele Fornaro
- Clinical Section of Psychiatry and Psychology, Department of Neuroscience, Reproductive Sciences, and Odontostomatology, University School of Medicine Federico II, Naples, Italy
| | - Claudio Caiazza
- Clinical Section of Psychiatry and Psychology, Department of Neuroscience, Reproductive Sciences, and Odontostomatology, University School of Medicine Federico II, Naples, Italy.
| | - Giuseppe De Simone
- Clinical Section of Psychiatry and Psychology, Department of Neuroscience, Reproductive Sciences, and Odontostomatology, University School of Medicine Federico II, Naples, Italy; Laboratory of Molecular and Translational Psychiatry, University School of Medicine of Naples Federico II, Naples, Italy
| | - Flavia Rossano
- Clinical Section of Psychiatry and Psychology, Department of Neuroscience, Reproductive Sciences, and Odontostomatology, University School of Medicine Federico II, Naples, Italy
| | - Andrea de Bartolomeis
- Clinical Section of Psychiatry and Psychology, Department of Neuroscience, Reproductive Sciences, and Odontostomatology, University School of Medicine Federico II, Naples, Italy; Laboratory of Molecular and Translational Psychiatry, University School of Medicine of Naples Federico II, Naples, Italy
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Mislu E, Assalfew B, Arage MW, Chane F, Hailu T, Tenaw LA, Kidie AA, Kumsa H. Prevalence and factors associated with restless legs syndrome among pregnant women in middle-income countries: a systematic review and meta-analysis. Front Med (Lausanne) 2023; 10:1326337. [PMID: 38188334 PMCID: PMC10771314 DOI: 10.3389/fmed.2023.1326337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 11/28/2023] [Indexed: 01/09/2024] Open
Abstract
Introduction Restless legs syndrome (RLS) is a debilitating condition characterized by uncomfortable sensations in the legs, typically occurring during periods of rest or sleep. It is more prevalent during pregnancy and is linked to sleep disturbances, diminished quality of life, and pregnancy complications. However, previous studies yielded inconsistent findings among pregnant women in middle-income countries. Consequently, this systematic review and meta-analysis sought to determine the pooled prevalence of restless legs syndrome and its associated factors in these populations. Method A systematic review and meta-analysis was conducted on published studies from middle-income countries until May 2023. The review strictly adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Relevant search terms were used to search for studies in PubMed, MEDLINE, EMBASE, and Google Scholar. Data extraction was performed using the Joanna Briggs Institute tool for prevalence studies. The meta-analysis was conducted using STATA 17 software, and heterogeneity was assessed using the I2 test, while publication bias was evaluated using Egger's test. Forest plots were also used to present the pooled prevalence and odds ratio (OR) with a 95% confidence interval (CI) using the random-effects model. Result This review included 22 studies from nine countries with a total of 17, 580 study participants. The overall pooled prevalence of RLS among pregnant women in middle-income countries was 13.82% (95% CI: 13.31, 14.32), and having low hemoglobin level (AOR: 1.68, 95% CI: 1.29, 2.18), history of RLS (AOR: 7.54, 95% CI: 3.02, 18.79), muscle cramps (AOR: 3.58, 95% CI: 1.21, 10.61), excessive day time sleepiness (AOR: 4.02, 95% CI: 1.34, 12.04), preeclampsia (AOR: 2.06, 95% CI: 1.28, 3.30), and taking prophylactic iron supplementation (AOR: 0.59, 95% CI: 0.50, 0.69) were the identified factors associated with it. Conclusion Generally, nearly one in every eight pregnant women in middle-income countries develop restless legs syndrome during pregnancy. Having low hemoglobin level, a history of RLS, muscle cramps, excessive daytime sleepiness, preeclampsia, and taking prophylactic iron supplementation were the identified factors associated with it. These findings underscore the importance of addressing the identified factors associated with RLS in order to effectively mitigate its occurrence among pregnant women.
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Affiliation(s)
- Esuyawkal Mislu
- School of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia
| | - Betel Assalfew
- School of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia
| | | | - Fiker Chane
- School of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia
| | - Tilahun Hailu
- School of Public Health, College of Health Science, Woldia University, Woldia, Ethiopia
| | - Lebeza Alemu Tenaw
- School of Public Health, College of Health Science, Woldia University, Woldia, Ethiopia
| | - Atitegeb Abera Kidie
- School of Public Health, College of Health Science, Woldia University, Woldia, Ethiopia
| | - Henok Kumsa
- School of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia
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Buchfuhrer MJ, Roy A, Rodriguez S, Charlesworth JD. Adjunctive tonic motor activation enables opioid reduction for refractory restless legs syndrome: a prospective, open-label, single-arm clinical trial. BMC Neurol 2023; 23:415. [PMID: 37990163 PMCID: PMC10662398 DOI: 10.1186/s12883-023-03462-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/10/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND There is a large population of restless legs syndrome (RLS) patients who are refractory to medication. Whereas experts recommend off-label opioids as an effective long-term treatment for refractory RLS, reducing opioid dose could substantially reduce side effects and risks. Tonic motor activation (TOMAC) is a nonpharmacological therapeutic device indicated for refractory RLS. Here, we investigated if TOMAC could enable opioid dose reduction for refractory RLS. METHODS This prospective, open-label, single-arm clinical trial [NCT04698343] enrolled 20 adults taking ≤ 60 morphine milligram equivalents (MMEs) per day for refractory RLS. Participants self-administered 30-min TOMAC sessions bilaterally over the peroneal nerve when RLS symptoms presented. During TOMAC treatment, opioid dose was reduced iteratively every 2-3 weeks until Clinician Global Impression of Improvement (CGI-I) score relative to baseline exceeded 5. Primary endpoint was percent of participants who successfully reduced opioid dose ≥ 20% with CGI-I ≤ 5. Secondary endpoints included mean successful percent opioid dose reduction with CGI-I ≤ 5. RESULTS On average, participants were refractory to 3.2 medications (SD 1.6) and were taking a stable dose of opioids for 5.3 years (SD 3.9). Seventy percent of participants (70%, 14 of 20) successfully reduced opioid dose ≥ 20% with CGI-I ≤ 5. Mean percent opioid dose reduction with CGI-I ≤ 5 was 29.9% (SD 23.7%, n = 20) from 39.0 to 26.8 MME per day. Mean CGI-I score at the reduced dose was 4.0 (SD 1.4), indicating no change to RLS severity. CONCLUSIONS For refractory RLS, TOMAC enabled substantial opioid dose reduction without increased RLS symptoms. These results suggest that TOMAC has the potential to reduce the risk profile associated with opioid therapy for refractory RLS. TRIAL REGISTRATION ClinicalTrials.gov trial number NCT04698343 registered on January 6, 2021.
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Affiliation(s)
- Mark J Buchfuhrer
- Stanford University School of Medicine, Stanford, CA, USA
- Private Practice, Downey, CA, USA
| | - Asim Roy
- Ohio Sleep Medicine Institute, Dublin, OH, USA
| | - Stephanye Rodriguez
- Private Practice, Downey, CA, USA
- Department of Clinical Research, Noctrix Health, Inc, Pleasanton, CA, USA
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Roy A, Ojile J, Kram J, Olin J, Rosenberg R, Hudson JD, Bogan RK, Charlesworth JD. Long-term efficacy and safety of tonic motor activation for treatment of medication-refractory restless legs syndrome: A 24-Week Open-Label Extension Study. Sleep 2023; 46:zsad188. [PMID: 37439365 PMCID: PMC10566237 DOI: 10.1093/sleep/zsad188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/13/2023] [Indexed: 07/14/2023] Open
Abstract
STUDY OBJECTIVES To evaluate long-term efficacy and safety of tonic motor activation (TOMAC) for treatment of medication-refractory moderate-to-severe primary restless legs syndrome (RLS). METHODS In the parent study (RESTFUL), adults with refractory RLS were randomized to active TOMAC or sham for 4 weeks followed by 4 weeks of open-label active TOMAC. In the extension study, earlier RESTFUL completers comprised the control group (n = 59), which was followed for 24 weeks with no TOMAC intervention, and later RESTFUL completers compromised the treatment group (n = 44), which received 24 additional weeks of open-label active TOMAC followed by no intervention for 8 weeks. The primary endpoint was Clinician Global Impressions-Improvement (CGI-I) responder rate at week 24 compared to RESTFUL entry. RESULTS CGI-I responder rate improved from 63.6% (95% CI, 49.4 to 77.9%) at RESTFUL completion to 72.7% (95% CI, 58.2 to 83.7%) at week 24 for the treatment group versus 13.6% (95% CI, 7.0 to 24.5%) at week 24 for the control group (p < 0.0001). Mean change in International RLS Rating Scale (IRLS) score improved from -7.4 (95% CI, -5.6 to -9.2) at RESTFUL completion to -11.3 points (95% CI, -8.8 to -13.9) at week 24 for the treatment group versus -5.4 (95% CI, -3.7 to -7.2) at week 24 for control group (p = 0.0001). All efficacy endpoints partially reverted during cessation of treatment. There were no grade 2 or higher device-related adverse events. CONCLUSIONS TOMAC remained safe and efficacious for >24 total weeks of treatment with partial reversion of benefits upon cessation. CLINICAL TRIAL Extension Study Evaluating NTX100 Neuromodulation System for Medication-Refractory Primary RLS; clinicaltrials.gov/ct2/show/NCT05196828; Registered at ClinicalTrials.gov with the identifier number NCT05196828.
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Affiliation(s)
- Asim Roy
- Ohio Sleep Medicine Institute, Dublin, OH, USA
| | - Joseph Ojile
- Clayton Sleep Institute, LLC, St. Louis, MO, USA
| | - Jerrold Kram
- California Center for Sleep Disorders, San Leandro, CA, USA
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Bogan RK, Roy A, Kram J, Ojile J, Rosenberg R, Hudson JD, Scheuller HS, Winkelman JW, Charlesworth JD. Efficacy and safety of tonic motor activation (TOMAC) for medication-refractory restless legs syndrome: a randomized clinical trial. Sleep 2023; 46:zsad190. [PMID: 37458698 PMCID: PMC10566236 DOI: 10.1093/sleep/zsad190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/07/2023] [Indexed: 09/07/2023] Open
Abstract
STUDY OBJECTIVES The purpose of this study was to evaluate the efficacy and safety/tolerability of bilateral high-frequency tonic motor activation (TOMAC) in patients with medication-refractory restless legs syndrome (RLS). METHODS RESTFUL was a multicenter, randomized, double-blind, sham-controlled trial in adults with medication-refractory moderate-to-severe primary RLS. Participants were randomized 1:1 to active or sham TOMAC for a double-blind, 4-week stage 1 and all received active TOMAC during open-label, 4-week stage 2. The primary endpoint was the Clinical Global Impressions-Improvement (CGI-I) responder rate at the end of stage 1. Key secondary endpoints included change to International RLS Study Group (IRLS) total score from study entry to the end of stage 1. RESULTS A total of 133 participants were enrolled. CGI-I responder rate at the end of stage 1 was significantly greater for the active versus sham group (45% vs. 16%; Difference = 28%; 95% CI 14% to 43%; p = .00011). At the end of stage 2, CGI-I responder rate further increased to 61% for the active group. IRLS change at the end of stage 1 improved for the active versus sham group (-7.2 vs. -3.8; difference = -3.4; 95% CI -1.4 to -5.4; p = .00093). There were no severe or serious device-related adverse events (AEs). The most common AEs were mild discomfort and mild administration site irritation which resolved rapidly and reduced in prevalence over time. CONCLUSIONS TOMAC was safe, well tolerated, and reduced symptoms of RLS in medication-refractory patients. TOMAC is a promising new treatment for this population. CLINICAL TRIAL Noninvasive Peripheral Nerve Stimulation for Medication-Refractory Primary RLS (The RESTFUL Study); clinicaltrials.gov/ct2/show/NCT04874155; Registered at ClinicalTrials.gov with the identifier number NCT04874155.
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Affiliation(s)
| | - Asim Roy
- Ohio Sleep Medicine Institute, Dublin, OH, USA
| | - Jerrold Kram
- California Center for Sleep Disorders, San Leandro, CA, USA
| | - Joseph Ojile
- Clayton Sleep Institute, LLC, St. Louis, MO, USA
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Charlesworth JD, Adlou B, Singh H, Buchfuhrer MJ. Bilateral high-frequency noninvasive peroneal nerve stimulation evokes tonic leg muscle activation for sleep-compatible reduction of restless legs syndrome symptoms. J Clin Sleep Med 2023; 19:1199-1209. [PMID: 36856064 PMCID: PMC10315589 DOI: 10.5664/jcsm.10536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/21/2023] [Accepted: 02/22/2023] [Indexed: 03/02/2023]
Abstract
STUDY OBJECTIVES Restless legs syndrome (RLS) is a prevalent sleep disorder with limited treatment options. Bilateral high-frequency noninvasive peroneal nerve stimulation (NPNS) reduces RLS symptoms. Here, we sought to characterize the mechanism of action for NPNS and identify predictors of treatment response. We hypothesized that, similar to voluntary leg movements, NPNS reduces RLS symptoms by activating leg muscles. METHODS For 20 adults with moderate-severe RLS, we tested this hypothesis by recording surface electromyography (EMG) from the tibialis anterior leg muscle while administering NPNS at varying amplitudes to determine the minimum NPNS amplitude that evoked EMG activity (motor threshold) and maximal NPNS amplitude that was not distracting (therapeutic intensity level). Afterwards, participants self-administered NPNS (at the therapeutic intensity level) and sham control for 14 days, each in randomized order. Efficacy was defined as International RLS Study Group Rating Scale (IRLS) score difference for NPNS compared with sham. RESULTS NPNS consistently activated leg muscles; NPNS evoked EMG activity at the therapeutic intensity level for 19 of 20 participants (mean TIL: 26.6 mA, mean MT: 18.3 mA). Evoked EMG activity was tonic (not phasic) and sustained over time. Evoked EMG activity predicted efficacy; participants with lower motor thresholds had greater IRLS improvement (r = .45, P = .046). NPNS treatment did not interfere with self-reported sleep onset (NPNS: 16% of nights; sham: 11%; P = .629) and frequently improved self-reported sleep onset (NPNS: 52% of nights; sham: 15%; P = .002). CONCLUSIONS These results demonstrate that NPNS reduces RLS symptoms by activating afferent pathways, thereby generating tonic and sustained leg muscle activity without interfering with sleep. CLINICAL TRIAL REGISTRATION Registry: ClinicalTrials.gov; Name: Noninvasive Peripheral Nerve Stimulation for Restless Legs Syndrome; URL: https://clinicaltrials.gov/ct2/show/NCT04700683; Identifier: NCT04700683. CITATION Charlesworth JD, Adlou B, Singh H, Buchfuhrer MJ. Bilateral high-frequency noninvasive peroneal nerve stimulation evokes tonic leg muscle activation for sleep-compatible reduction of restless legs syndrome symptoms. J Clin Sleep Med. 2023;19(7):1199-1209.
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Affiliation(s)
| | | | | | - Mark J. Buchfuhrer
- Stanford University School of Medicine, Stanford, California
- Private practice, Downey, California
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12
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Olgun H, Yazar T, Çakmak BB, Arıcı YK. Assessment of Sleep Disturbances on Mental Health in Patients with Restless Legs Syndrome. Neurol India 2023; 71:693-698. [PMID: 37635500 DOI: 10.4103/0028-3886.383850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Background and Objective In our study, we aimed to evaluate the sleep disturbances of patients diagnosed with restless legs syndrome (RLS) regarding their mental health according to the severity of the disease. Materials and Methods The study included 166 patients diagnosed with RLS and 161 healthy controls in the same age interval as patients. Sleep disturbances of patients were defined with the "personal information form" (PIF) prepared by the researchers, while the mental health status of patients was defined with the "Brief Symptom Inventory" (BSI). Results All RLS patients had an increase in BSI subscale points, with a positive correlation to disease severity, and subscale points were significantly higher than the control group (p < 0.05). Those with the "frequent waking" problem had higher BSI subscale points compared to those without the problem (p<0.01 or 0.001). Those with "waking with respiratory distress," "daytime sleepiness," "very early waking," and "sleep disorder" problems had statistically significantly high BSI subscale points for all subscales, apart from hostility, compared to those without these problems (p<0.01 or 0.001). Conclusion It is considered that assessment of sleep disturbances causing disrupted quality of life and mood disorders is beneficial for the treatment of patients with RLS. Our study data appears to be related to the result that sleep disturbances and mental health disruptions might be associated with the disease severity among RLS patients.
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Affiliation(s)
- Hulya Olgun
- İstanbul Taksim Educational and Research Hospital, Neurology, Neurology Department, İstanbul, Turkey
| | - Tamer Yazar
- Kanuni Sultan Süleyman Training and Research Hospital, Neurology Department, İstanbul, Turkey
| | | | - Yeliz K Arıcı
- Ordu University, Faculty of Medicine, Department of Biostatistics and Medical Informatics, Ordu, Turkey
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13
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Aljarallah S, Alkhawajah N, Aldosari O, Alhuqbani M, Alqifari F, Alkhuwaitir B, Aldawood A, Alshenawy O, BaHammam AS. Restless leg syndrome in multiple sclerosis: a case-control study. Front Neurol 2023; 14:1194212. [PMID: 37404942 PMCID: PMC10315471 DOI: 10.3389/fneur.2023.1194212] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 06/06/2023] [Indexed: 07/06/2023] Open
Abstract
Objectives This study assessed the prevalence of restless leg syndrome (RLS) among patients with multiple sclerosis (pwMS) and the association between RLS and MS disease duration, sleep disturbance, and daytime fatigue. Methods In this cross-sectional study, we interviewed 123 patients via phone calls using preset questionnaires containing the International Restless Legs Syndrome Study Group (IRLSSG) diagnostic criteria, Pittsburgh Sleep Quality Index (PSQI), and Fatigue Severity Scale (FSS) diagnostic criteria validated in both Arabic and English. The prevalence of RLS in MS was compared to a group of healthy controls. Results The prevalence of RLS in pwMS, defined by meeting all four requirements included in the IRLSSG diagnostic criteria, was 30.3% compared to 8.3% in the control group. About 27.3% had mild RLS, 36.4% presented with moderate, and the remaining had severe or very severe symptoms. Patients with MS who experience RLS had a 2.8 times higher risk of fatigue compared to pwMS without RLS. pwMS with RLS had worse sleep quality, with a mean difference of 0.64 in the global PSQI score. Sleep disturbance and latency had the most significant impact on sleep quality. Conclusion The prevalence of RLS among MS patients was significantly higher compared to the control group. We recommend educating neurologists and general physicians to increase their awareness of the increasing prevalence of RLS and its association with fatigue and sleep disturbance in patients with MS.
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Affiliation(s)
- Salman Aljarallah
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Department of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Nuha Alkhawajah
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
- Department of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Omar Aldosari
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | | | - Faisal Alqifari
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | | | | | - Omar Alshenawy
- College of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Ahmed S. BaHammam
- The University Sleep Disorders Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia
- National Plan for Science and Technology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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14
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Bellur S, Thota SS, Raj JP, Kallarakal TK, Nadig R. Prevalence And Predictors of Restless Leg Syndrome in Adolescent and Young Adults in Bengaluru City, India - a Cross Sectional Study. Neuroepidemiology 2022; 56:298-305. [PMID: 35671733 DOI: 10.1159/000525336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 05/31/2022] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Restless leg syndrome (RLS) is a sensorimotor disease characterized by an urge to move the legs, often caused by uncomfortable and unpleasant sensations in the legs. It affects the quality of sleep which in turn affects scholastic performance in children and predisposes them to cardiovascular diseases in the long run. Hence, the primary aim of this study was to assess the prevalence and predictors of RLS, poor sleep quality and excessive daytime sleepiness (EDS) Methods: This was a cross sectional observational study conducted between September 2017 and March 2020 in Bengaluru, India including all consenting Pre - university college, Degree college, and Higher secondary school students. After parental consent and assent (if applicable) was obtained, a semi-structured standardized pilot tested questionnaire consisting of the RLS diagnostic criteria, Pittsburgh sleep quality index (PSQI), Epworth sleepiness scale (ESS) and questions on sleep hygiene was administered. The prevalence was expressed as proportions and 95% confidence intervals (95% CI). Regression analysis was done to determine the predictors. RESULTS The overall prevalence (95CI; frequency) of students with RLS, poor sleep quality and EDS in our study population was 8.36% (7.54, 9.24; n=1544/4211), 36.67% (35.21, 38.14; n=1544/4211) and 39.87% (38.39, 41.37; n=1679/4211), respectively. PSQI and Epworth score were the significant predictors of RLS. Age, Epworth score, knowledge score and the number of unacceptable sleep habits were the significant predictors of sleep quality. Female gender, PSQI, RLS, knowledge score and the number of unacceptable sleep habits were the significant predictors of EDS. CONCLUSIONS The prevalence of RLS, those with poor sleep quality and EDS among adolescents and young adults was higher when compared to the historical data of general population in the same city.
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Affiliation(s)
| | | | - Jeffrey Pradeep Raj
- Department of Pharmacology, St. John's Medical College Hospital, Bengaluru, India
| | - Tomy K Kallarakal
- School of Commerce, Finance and Accountancy, Christ University, Bengaluru, India
| | - Raghunandan Nadig
- Department of Neurology, St. John's Medical College Hospital, Bengaluru, India
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15
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Buchfuhrer MJ, Baker FC, Singh H, Kolotovska V, Adlou B, Anand H, de Zambotti M, Ismail M, Raghunathan S, Charlesworth JD. Noninvasive neuromodulation reduces symptoms of restless legs syndrome. J Clin Sleep Med 2021; 17:1685-1694. [PMID: 33949942 DOI: 10.5664/jcsm.9404] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES Restless legs syndrome (RLS) is a common neurological disorder characterized by an uncontrollable nocturnal urge to move the legs and often associated with chronic sleep disturbances. The most common treatments for RLS are medications that can have debilitating side-effects. Here, we evaluated a novel alternative modality of RLS treatment, noninvasive bilateral electrical stimulation of the common peroneal nerve. METHODS To assess the impact of this noninvasive peripheral nerve stimulation (NPNS) approach on RLS symptomatology, we conducted a multi-site randomized crossover study comparing NPNS to sham. RLS patients with moderate to severe RLS (n=37) self-administered NPNS and sham nightly for 14 days per treatment in randomized order. RESULTS NPNS resulted in a reduction in RLS severity of 6.81 points on the International RLS Rating Scale (IRLS) relative to 3.38 for sham (p<0.01) and a 66% clinically significant responder rate on the Clinical Global Impressions-Improvement (CGI-I) scale compared to 17% for sham (p<0.01). Subgroup analysis indicated that medication-resistant and medication-naïve participants both exhibited similarly robust responses. There were no moderate or serious device-related adverse events. CONCLUSIONS These results suggest that NPNS could be a promising alternative to pharmacological therapies for RLS and could provide a solution for medication-resistant RLS patients and for medication-naïve RLS patients who are unwilling or unable to take medication. CLINICAL TRIAL REGISTRATION Registry: ClinicalTrials.gov; Title: Noninvasive Peripheral Nerve Stimulation for Restless Legs Syndrome; Identifier: NCT04700683; URL: https://clinicaltrials.gov/ct2/show/NCT04700683.
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Affiliation(s)
- Mark J Buchfuhrer
- Stanford University School of Medicine, Stanford, CA; Private Practice, Downey, CA
| | - Fiona C Baker
- Center for Health Sciences, SRI International, Menlo Park, CA
| | | | - Viktoriia Kolotovska
- Sleep Medicine Specialists of California, San Ramon, CA.,Noctrix Health, Inc., Oakland, CA
| | | | | | | | - Mehvish Ismail
- Center for Health Sciences, SRI International, Menlo Park, CA
| | - Shriram Raghunathan
- Stanford University School of Medicine, Stanford, CA; Private Practice, Downey, CA
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16
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Maxwell SP, Cash MK, Rockwood K, Fisk JD, Darvesh S. Clinical and neuropathological variability in the rare IVS10 + 14 tau mutation. Neurobiol Aging 2021; 101:298.e1-298.e10. [PMID: 33612310 DOI: 10.1016/j.neurobiolaging.2021.01.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 11/24/2020] [Accepted: 01/09/2021] [Indexed: 10/22/2022]
Abstract
Mutations in the microtubule-associated protein tau gene are known to cause progressive neurodegenerative disorders with variable clinical and neuropathological phenotypes, including the intronic 10 + 14 (IVS10 + 14) splice site mutation. Three families have been reported with the IVS10 + 14 microtubule-associated protein tau mutation. Here, we describe the clinical and neuropathological data from an additional family. Neuropathological data were available for 2 of the 3 cases, III-4, and III-5. While III-5 had widespread tau deposition and atrophy, III-4 exhibited more mild neuropathological changes except for the substantia nigra. The previously reported families that express the IVS10 + 14 mutation exhibited significant interfamilial heterogeneity, with symptoms including amyotrophy, dementia, disinhibition, parkinsonism, and breathing problems. In addition to expressing many of these symptoms, members of this fourth family experienced profound sensory abnormalities and sleep disturbance. Although there were probable clinicopathological correlates for the symptoms expressed by the earlier families and III-5 from our cohort, pathology in III-4 did not appear sufficient to explain symptom severity. This indicates the need to explore alternate mechanisms of tau-induced brain dysfunction.
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Affiliation(s)
- Selena P Maxwell
- Department of Medical Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Meghan K Cash
- Department of Medical Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Kenneth Rockwood
- Department of Medicine (Division of Geriatric Medicine), Dalhousie University, Halifax, Nova Scotia, Canada; Department of Medicine (Division of Neurology), Dalhousie University, Halifax, Nova Scotia, Canada
| | - John D Fisk
- Department of Medicine (Division of Geriatric Medicine), Dalhousie University, Halifax, Nova Scotia, Canada; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Psychology and Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Sultan Darvesh
- Department of Medical Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Medicine (Division of Geriatric Medicine), Dalhousie University, Halifax, Nova Scotia, Canada; Department of Medicine (Division of Neurology), Dalhousie University, Halifax, Nova Scotia, Canada; Department of Chemistry and Physics, Mount Saint Vincent University, Halifax, Nova Scotia, Canada.
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17
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Lyu S, Xing H, Liu Y, Girdhar P, Zhang K, Yokoi F, Xiao R, Li Y. Deficiency of Meis1, a transcriptional regulator, in mice and worms: Neurochemical and behavioral characterizations with implications in the restless legs syndrome. J Neurochem 2020; 155:522-537. [PMID: 32910473 PMCID: PMC7894994 DOI: 10.1111/jnc.15177] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 08/04/2020] [Accepted: 08/28/2020] [Indexed: 12/21/2022]
Abstract
Restless legs syndrome is a sleep-related sensorimotor neurological disease affecting up to 10% of the population. Genetic analyses have identified Myeloid Ecotropic viral Integration Site 1 (MEIS1), a transcriptional regulator, to be associated with not only the restless legs syndrome but also self-reported symptoms of insomnia and sleep. This study is to determine if Meis1 deficiency in mice can lead to restless legs syndrome-like phenotypes, and if it is the case, what the underlying mechanisms are. We used two genetic model systems, Caenorhabditis elegans and mice. Egg retention assay and fluorescent reporters were used with C. elegans. For mice, we performed behavioral tests, serum and brain iron detection, qRT-PCR, western blot, immunohistochemistry, and in vitro brain-slice recording. Our results showed that with C. elegans, the function of dop-3, an orthologue of DRD2, was diminished after the knockdown of unc-62, an ortholog of MEIS1. Additionally, unc-62 knockdown led to enhanced transcription of the orthologue of tyrosine hydroxylase, cat-2. Meis1 knockout mice were hyperactive and had a rest-phase-specific increased probability of waking. Moreover, Meis1 knockout mice had increased serum ferritin and altered striatal dopaminergic and cholinergic systems. Specifically, Meis1 knockout mice showed an increased mRNA level but decreased protein level of tyrosine hydroxylase in the striatum. Furthermore, Meis1 knockout mice had increased striatal dopamine turnover and decreased spontaneous firing regularity of striatal cholinergic interneurons. Our data suggest that Meis1 knockout mice have restless legs syndrome-like motor restlessness and changes in serum ferritin levels. The symptoms may be related to dysfunctional dopaminergic and cholinergic systems.
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Affiliation(s)
- Shangru Lyu
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Hong Xing
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Yuning Liu
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Pallavi Girdhar
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Keer Zhang
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Fumiaki Yokoi
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Rui Xiao
- Department of Aging and Geriatric Research, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Yuqing Li
- Norman Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, FL, USA
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18
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Say B, Hamamcı M, Ergün U. Assessment of sleep quality in spouses of patients with restless legs syndrome; Are they also restless at night? Sleep Biol Rhythms 2020. [DOI: 10.1007/s41105-020-00294-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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19
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Li X, Zhao H. Automated feature extraction from population wearable device data identified novel loci associated with sleep and circadian rhythms. PLoS Genet 2020; 16:e1009089. [PMID: 33075057 PMCID: PMC7595622 DOI: 10.1371/journal.pgen.1009089] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 10/29/2020] [Accepted: 08/31/2020] [Indexed: 12/12/2022] Open
Abstract
Wearable devices have been increasingly used in research to provide continuous physical activity monitoring, but how to effectively extract features remains challenging for researchers. To analyze the generated actigraphy data in large-scale population studies, we developed computationally efficient methods to derive sleep and activity features through a Hidden Markov Model-based sleep/wake identification algorithm, and circadian rhythm features through a Penalized Multi-band Learning approach adapted from machine learning. Unsupervised feature extraction is useful when labeled data are unavailable, especially in large-scale population studies. We applied these two methods to the UK Biobank wearable device data and used the derived sleep and circadian features as phenotypes in genome-wide association studies. We identified 53 genetic loci with p<5×10-8 including genes known to be associated with sleep disorders and circadian rhythms as well as novel loci associated with Body Mass Index, mental diseases and neurological disorders, which suggest shared genetic factors of sleep and circadian rhythms with physical and mental health. Further cross-tissue enrichment analysis highlights the important role of the central nervous system and the shared genetic architecture with metabolism-related traits and the metabolic system. Our study demonstrates the effectiveness of our unsupervised methods for wearable device data when additional training data cannot be easily acquired, and our study further expands the application of wearable devices in population studies and genetic studies to provide novel biological insights.
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Affiliation(s)
- Xinyue Li
- School of Data Science, City University of Hong Kong, Hong Kong, China
| | - Hongyu Zhao
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, United States of America
- Program of Computational Biology and Bioinformatics, Yale University, New Haven, CT, United States of America
- Department of Genetics, Yale University School of Medicine, New Haven, CT, United States of America
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20
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Evaluation of potential cardiovascular risk protein biomarkers in high severity restless legs syndrome. J Neural Transm (Vienna) 2019; 126:1313-1320. [DOI: 10.1007/s00702-019-02051-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 07/19/2019] [Indexed: 12/22/2022]
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21
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Sadeghi R, Banerjee T, Hughes JC, Lawhorne LW. Sleep quality prediction in caregivers using physiological signals. Comput Biol Med 2019; 110:276-288. [PMID: 31252369 PMCID: PMC6655554 DOI: 10.1016/j.compbiomed.2019.05.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 05/10/2019] [Accepted: 05/11/2019] [Indexed: 12/20/2022]
Abstract
Most caregivers of people with dementia (CPWD) experience a high degree of stress due to the demands of providing care, especially when addressing unpredictable behavioral and psychological symptoms of dementia. Such challenging responsibilities make caregivers susceptible to poor sleep quality with detrimental effects on their overall health. Hence, monitoring caregivers' sleep quality can provide important CPWD stress assessment. Most current sleep studies are based on polysomnography, which is expensive and potentially disrupts the caregiving routine. To address these issues, we propose a clinical decision support system to predict sleep quality based on trends of physiological signals in the deep sleep stage. This system utilizes four raw physiological signals using a wearable device (E4 wristband): heart rate variability, electrodermal activity, body movement, and skin temperature. To evaluate the performance of the proposed method, analyses were conducted on a two-week period of sleep monitored on eight CPWD. The best performance is achieved using the random forest classifier with an accuracy of 75% for sleep quality, and 73% for restfulness, respectively. We found that the most important features to detect these measures are sleep efficiency (ratio of amount of time asleep to the amount of time in bed) and skin temperature. The results from our sleep analysis system demonstrate the capability of using wearable sensors to measure sleep quality and restfulness in CPWD.
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Affiliation(s)
- Reza Sadeghi
- Department of Computer Science and Engineering, Kno.e.sis Research Center, Wright State University, Dayton, OH, USA.
| | - Tanvi Banerjee
- Department of Computer Science and Engineering, Kno.e.sis Research Center, Wright State University, Dayton, OH, USA.
| | - Jennifer C Hughes
- Department of Social Work, Wright State University, Dayton, OH, USA.
| | - Larry W Lawhorne
- Department of Geriatrics, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA.
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Brupbacher G, Straus D, Porschke H, Zander-Schellenberg T, Gerber M, von Känel R, Schmidt-Trucksäss A. The acute effects of aerobic exercise on sleep in patients with depression: study protocol for a randomized controlled trial. Trials 2019; 20:352. [PMID: 31196147 PMCID: PMC6567535 DOI: 10.1186/s13063-019-3415-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 05/08/2019] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Unipolar depression is one of the most important mental disorders. Insomnia is a symptom of cardinal importance in depression. It increases the risk to develop depression, negatively affects disease trajectory, is the most common symptom after remission, increases the risk of relapse, and is associated with higher suicide rates. Existing therapies for insomnia in depression have limitations. Further adjuvant therapies are therefore needed. Acute aerobic exercise has been shown to have beneficial effects on sleep in healthy individuals and patients with insomnia. We therefore hypothesize that a single session of aerobic exercise has a positive impact on sleep in patients with unipolar depression. This trial aims to investigate the effects of a single bout of aerobic exercise on the subsequent night's sleep in patients with depression. METHODS/DESIGN This is a two-arm parallel group, randomized, outcome assessor blinded, controlled, superiority trial. Patients between 18 and 65 years of age with a primary diagnosis of unipolar depression (without a psychotic episode) are included. Exclusion criteria are regular use of hypnotic agents, opioids, and certain beta-blockers, as well as the presence of factors precluding exercise, history of epilepsy, restless legs syndrome, moderate obstructive sleep apnea, and a BMI > 40. The intervention is a single bout of aerobic exercise, performed for 30 min on a bicycle ergometer at 80% individual anaerobic threshold. The control group sits and reads for 30 min. The primary outcome is sleep efficiency measured by polysomnography. Secondary outcomes include further polysomnographic variables, subjective pre-sleep arousal, nocturnal cardiovascular autonomic modulation, subjective sleep quality, daytime sleepiness, and adverse events. According to the sample size calculation, a total of 92 patients will be randomized using minimization. DISCUSSION This trial will add new information to the body of knowledge concerning the treatment of insomnia in patients with depression. Thereby, the results will inform decision makers on the utility of acute aerobic exercise. TRIAL REGISTRATION Clinicaltrials.gov, NCT03673397 . Protocol version 1 registered on 17 September 2018.
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Affiliation(s)
- Gavin Brupbacher
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Birsstrasse 320 B, 4052, Basel, Switzerland.
- OBERWAID AG, Rorschacher Strasse 311, 9016, St. Gallen, Switzerland.
| | - Doris Straus
- OBERWAID AG, Rorschacher Strasse 311, 9016, St. Gallen, Switzerland
| | | | - Thea Zander-Schellenberg
- Department of Psychology, Division of Clinical Psychology and Epidemiology, University of Basel, Basel, Switzerland
| | - Markus Gerber
- Division of Sport and Psychosocial Health, Department of Sport, Exercise and Health, University of Basel, Birsstrasse 320 B, 4052, Basel, Switzerland
| | - Roland von Känel
- Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, Culmannstrasse 8, 8091, Zurich, Switzerland
| | - Arno Schmidt-Trucksäss
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Birsstrasse 320 B, 4052, Basel, Switzerland
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Sleep assessment in aging adults with type 2 diabetes: agreement between actigraphy and sleep diaries. Sleep Med 2018; 46:88-94. [DOI: 10.1016/j.sleep.2018.03.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Revised: 03/21/2018] [Accepted: 03/22/2018] [Indexed: 02/07/2023]
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Gupta R, Ali R, Ray R. Willis-Ekbom disease/restless legs syndrome in patients with opioid withdrawal. Sleep Med 2018; 45:39-43. [DOI: 10.1016/j.sleep.2017.09.028] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 08/29/2017] [Accepted: 09/01/2017] [Indexed: 12/27/2022]
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25
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Gupta R, Ulfberg J, Allen RP, Goel D. Comparison of Subjective Sleep Quality of Long-Term Residents at Low and High Altitudes: SARAHA Study. J Clin Sleep Med 2018; 14:15-21. [PMID: 29198293 DOI: 10.5664/jcsm.6870] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2017] [Accepted: 09/26/2017] [Indexed: 12/21/2022]
Abstract
STUDY OBJECTIVES To study the effect of altitude on subjective sleep quality in populations living at high and low altitudes after excluding cases of restless legs syndrome (RLS). METHODS This population-based study was conducted at three different altitudes (400 m, 1,900-2,000 m, and 3,200 m above sea level). All consenting subjects available from random stratified sampling in the Himalayan and sub-Himalayan regions of India were included in the study (ages 18 to 84 years). Sleep quality and RLS status were assessed using validated translations of Pittsburgh Sleep Quality Index (PSQI) and Cambridge Hopkins RLS diagnostic questionnaire. Recent medical records were screened to gather data for medical morbidities. RESULTS In the total sample of 1,689 participants included, 55.2% were women and average age of included subjects was 35.2 (± 10.9) years. In this sample, overall 18.4% reported poor quality of sleep (PSQI ≥ 5). Poor quality of sleep was reported more commonly at high altitude compared to low altitude (odds ratio [OR] = 2.65; 95% CI = 1.9-3.7; P < .001). It was more frequently reported among patients with RLS (29.7% versus 17.1% without RLS; P < .001). Other factors that were associated with poor quality of sleep were male sex, smoking, chronic obstructive pulmonary disease (COPD), and varicose veins. Binary logistic regression indicated that COPD (OR = 1.97; 95% CI = 1.36-2.86; P < .001), high altitude (OR = 2.22; 95% CI = 1.55-3.18; P < .001), and RLS (OR = 1.66; 95% CI = 1.12-2.46; P = .01) increased the odds for poor quality of sleep. CONCLUSIONS This study showed that poor quality of sleep was approximately twice as prevalent at high altitudes compared to low altitudes even after removing the potential confounders such as RLS and COPD.
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Affiliation(s)
- Ravi Gupta
- Department of Psychiatry, Himalayan Institute of Medical Sciences, Swami Ram Nagar, Jolly Grant, Dehradun, India.,Sleep Clinic, Himalayan Institute of Medical Sciences, Swami Ram Nagar, Jolly Grant, Dehradun, India
| | - Jan Ulfberg
- Sleep Clinic, Capio Medical Center, Hamnplan, Örebro, Sweden
| | - Richard P Allen
- Department of Neurology, John Hopkins University, Baltimore, Maryland
| | - Deepak Goel
- Sleep Clinic, Himalayan Institute of Medical Sciences, Swami Ram Nagar, Jolly Grant, Dehradun, India.,Department of Neurology, Himalayan Institute of Medical Sciences, Swami Ram Nagar, Jolly Grant, Dehradun, India
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Stehlik R, Ulfberg J, Zou D, Hedner J, Grote L. Perceived sleep deficit is a strong predictor of RLS in multisite pain - A population based study in middle aged females. Scand J Pain 2017; 17:1-7. [PMID: 28850361 DOI: 10.1016/j.sjpain.2017.06.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 06/02/2017] [Accepted: 06/11/2017] [Indexed: 01/30/2023]
Abstract
BACKGROUND Chronic pain conditions as well as Restless Legs Syndrome (RLS) are known to be associated with subjectively and objectively disturbed sleep. RLS has been recently described as highly prevalent in multisite pain and the role of sleep as a modifying factor in this RLS phenotype is unknown. This study aimed to investigate if perceived sleep deficit and other sleep related parameters predict RLS in subjects with multisite pain. CURRENT KNOWLEDGE/STUDY RATIONALE We have recently demonstrated a strong association between Restless Legs Syndrome (RLS) and number of pain locations. In the current analysis we hypothesized that impaired sleep predicts RLS in subjects with multisite pain. METHOD Questionnaire-based data from 2727 randomly selected women aged 18-64 years were used to analyze RLS symptoms, self-reported sleep quality, and the degree of daytime sleepiness (Epworth Sleepiness Scale (ESS)) in relation to type, degree and localization of body pain. Potential confounders including anthropometrics, pain localization, co-morbidities, and medication were adjusted for in the Generalized Linear Models (GLM). RESULTS Perceived sleep deficit ≥90min (OR 2.4 (1.5-3.8), p<0.001) and frequent nocturnal awakenings (OR 2.3 (1.4-3.6), p<0.001) were the strongest sleep related predictors for RLS in subjects with multisite pain. Additional factors include prolonged sleep latency (≥30min, OR 1.8 (1.1-2.8), p=0.01) and daytime symptoms like elevated daytime sleepiness (ESS score ≥9, OR 1.8 (1.2-2.7), p=0.005). Accordingly, RLS diagnosis was associated with impaired sleep quality (TST (Total Sleep Time) -8.2min, sleep latency +8.0min, and number of awakenings from sleep +0.4, p<0.01). ESS score increased with RLS diagnosis (+0.74, p<0.01) and number of pain locations (0.5, 1.7, and 1.8 for 1, 3, and 5 pain areas, p<0.001). In addition, confounders like pain severity, the history of psychiatric disease, and current smoking were associated with impaired sleep quality in this group of females. CONCLUSIONS Perceived sleep deficit and sleep fragmentation are the strongest sleep related predictors of RLS in multisite pain. Potential implication of our results are that clinical management programmes of RLS in subjects with multisite pain need to consider both sleep quality and sleep quantity for individually tailored treatment regimes. STUDY IMPACT RLS, pain, and sleep disorders are highly interrelated. Our study strongly suggests that clinical management of RLS in patients with multisite pain needs to consider sleep quality as an independent risk factor.
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Affiliation(s)
- Romana Stehlik
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden; Center for Sleep and Vigilance Disorders, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.
| | - Jan Ulfberg
- Sleep Disorders Center, Capio Health Center, Orebro, Sweden
| | - Ding Zou
- Center for Sleep and Vigilance Disorders, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Jan Hedner
- Center for Sleep and Vigilance Disorders, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Sleep Disorders Center, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Ludger Grote
- Center for Sleep and Vigilance Disorders, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden; Sleep Disorders Center, Sahlgrenska University Hospital, Gothenburg, Sweden
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Kraus MA, Fluck RJ, Weinhandl ED, Kansal S, Copland M, Komenda P, Finkelstein FO. Intensive Hemodialysis and Health-Related Quality of Life. Am J Kidney Dis 2016; 68:S33-S42. [DOI: 10.1053/j.ajkd.2016.05.023] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 05/25/2016] [Indexed: 02/08/2023]
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Goel A, Jat SL, Sasi A, Paliwal VK, Aggarwal R. Prevalence, severity, and impact on quality of life of restless leg syndrome in patients with liver cirrhosis in India. Indian J Gastroenterol 2016; 35:216-221. [PMID: 27225798 DOI: 10.1007/s12664-016-0668-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Accepted: 05/10/2016] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIM Restless leg syndrome (RLS) has recently been shown to be increased in patients with liver cirrhosis (LC). We prospectively studied the prevalence and severity of RLS, and the effect of its presence on the quality of life (QoL) in Indian patients with LC. METHODS Adult patients with stable LC (n = 121; 98 male; median age 47 [range 18-68] years; Child-Pugh class A/B/C 59/39/23), were prospectively enrolled along with a group of healthy, adult controls (n = 121; 84 male; median age 42 [19-70] years). Patients with recent (<4 weeks) worsening were excluded. The subjects underwent an initial screening for RLS, followed by a re-evaluation to confirm the diagnosis, using the International RLS Diagnostic Criteria, and assessment of its severity. All participants underwent QoL assessment. RESULTS RLS was commoner in LC patients (8/121; 6.6 %) than in controls (1/121; p < 0.05; odds ratio = 8.5 [1.1-69.0]). Presence of RLS showed no association with specific gender (male 7/98, female 1/23), Child-Pugh class (A 5/59, B 1/39 and C 2/23) or cause of liver disease (alcohol 3/32, hepatitis B 1/18, hepatitis C 3/28, and cryptogenic 1/25). RLS severity was moderate (5), severe (2), or very severe (1). Though QoL scores were lower in patients with LC than in controls, those in patients with and without RLS were similar. CONCLUSION RLS was commoner in patients with LC than in controls, but did not correlate with liver disease severity and did not adversely influence QoL in LC.
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Affiliation(s)
- Amit Goel
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India.
| | - Shankar Lal Jat
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Avani Sasi
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Vimal Kumar Paliwal
- Department of Neurology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
| | - Rakesh Aggarwal
- Department of Gastroenterology, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, 226 014, India
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Bogan RK, Cheray JA. Restless Legs Syndrome: A Review of Diagnosis and Management in Primary Care. Postgrad Med 2015; 125:99-111. [DOI: 10.3810/pgm.2013.05.2636] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Cho YW, Kim DH, Allen RP, Earley CJ. Assessing health-related quality of life in patients with restless legs syndrome in Korea: comparison with other chronic medical diseases. Sleep Med 2012; 13:1158-63. [PMID: 22939530 DOI: 10.1016/j.sleep.2012.05.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2012] [Revised: 04/27/2012] [Accepted: 05/01/2012] [Indexed: 10/28/2022]
Abstract
BACKGROUND There have been few quality of life (QoL) studies of patients with restless legs syndrome (RLS) in Asian countries. We studied the QoL of patients with RLS and compared it to normal controls and patients with hypertension, type 2 diabetes, or osteoarthritis in Korea. METHODS A total of 215 RLS patients (141 female; mean age 51.7 ± 13.5) were enrolled. All patients completed the questionnaires, including all the Korean versions of SF-36, RLS QoL, the International RLS Severity scale (IRLS), the Pittsburgh Sleep Quality Index (PSQI), and the Beck Depression Inventory-2 (BDI-2). These results were compared with the scores from normal controls (N=214) and from patients with hypertension (196), uncomplicated type 2 diabetes (185), or osteoarthritis of the knee (177). RESULTS The SF-36 QoL in patients with RLS was lower than that of the normal controls, and even lower than patients with hypertension or diabetes, but higher than those with osteoarthritis. The SF-36 Qol of RLS patients showed a significantly negative correlation with the severity of RLS symptoms(r=-0.430, p<0.001) and the severity of depression (r=-0.565, p<0.001), but was not significantly related to gender, age, or age-of-symptom onset (early or late-onset). Step-wise multiple regression identified three factors related to SF-36 QoL: depression (46.5% of RLS had responses on BDI-2 indicating depression) (β=-.899, p<0.001), RLS symptom severity (K-IRLS) (β=-.718, p<0.001), and gender (female) (β=-6.128, p=0.007). CONCLUSIONS These findings show that RLS has a considerable impact on the QoL of Koreans, which is comparable with studies of western countries. The QoL impairment relates to the degree of depression with RLS for Koreans.
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Affiliation(s)
- Yong Won Cho
- Department of Neurology, Dongsan Medical Center, Keimyung University, School of Medicine, Daegu, South Korea.
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Calloway M, Bharmal M, Hill-Zabala C, Allen R. Development and validation of a subjective post sleep diary (SPSD) to assess sleep status in subjects with restless legs syndrome. Sleep Med 2011; 12:704-10. [PMID: 21733752 DOI: 10.1016/j.sleep.2010.09.020] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2010] [Revised: 09/03/2010] [Accepted: 09/20/2010] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To describe the development and psychometric properties of a daily subjective (patient-reported) sleep diary, the Subjective Post Sleep Diary (SPSD), that assesses sleep in relation to Restless Legs Syndrome (RLS). METHODS In 2008, the SPSD was developed de novo guided by input from 56 individuals in the US with RLS obtained via focus groups and one-on-one cognitive debriefing sessions. The psychometric properties of the SPSD were evaluated among an additional 470 RLS subjects in the US using three different administration routes; the internet only (N=130), an Interactive Voice Response System (IVRS; N=146) only and a hybrid version (internet and/or IVRS; N=194). RESULTS A 12-item sleep diary assessing the key sleep parameters associated with RLS was developed and shown to have face validity following several rounds of focus groups and cognitive debriefing sessions. The SPSD items had high correlations with other sleep instruments and low correlations with constructs unrelated to sleep, and high known-groups predictive ability. CONCLUSIONS The Subjective Post Sleep Diary (SPSD) is a short, valid and responsive instrument for measuring RLS-related sleep via the internet, IVRS or a combination of the two modes for US English speakers.
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Affiliation(s)
- Michael Calloway
- GlaxoSmithKline, P.O. Box 13398, Research Triangle Park, NC 27709-3398, USA.
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