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Nunes M, Vlok M, Proal A, Kell DB, Pretorius E. Data-independent LC-MS/MS analysis of ME/CFS plasma reveals a dysregulated coagulation system, endothelial dysfunction, downregulation of complement machinery. Cardiovasc Diabetol 2024; 23:254. [PMID: 39014464 PMCID: PMC11253362 DOI: 10.1186/s12933-024-02315-x] [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] [Academic Contribution Register] [Received: 03/22/2024] [Accepted: 06/16/2024] [Indexed: 07/18/2024] Open
Abstract
Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a debilitating chronic condition that is characterized by unresolved fatigue, post-exertion symptom exacerbation (PESE), cognitive dysfunction, orthostatic intolerance, and other symptoms. ME/CFS lacks established clinical biomarkers and requires further elucidation of disease mechanisms. A growing number of studies demonstrate signs of hematological and cardiovascular pathology in ME/CFS cohorts, including hyperactivated platelets, endothelial dysfunction, vascular dysregulation, and anomalous clotting processes. To build on these findings, and to identify potential biomarkers that can be related to pathophysiology, we measured differences in protein expression in platelet-poor plasma (PPP) samples from 15 ME/CFS study participants and 10 controls not previously infected with SARS-CoV-2, using DIA LC-MS/MS. We identified 24 proteins that are significantly increased in the ME/CFS group compared to the controls, and 21 proteins that are significantly downregulated. Proteins related to clotting processes - thrombospondin-1 (important in platelet activation), platelet factor 4, and protein S - were differentially expressed in the ME/CFS group, suggestive of a dysregulated coagulation system and abnormal endothelial function. Complement machinery was also significantly downregulated, including C9 which forms part of the membrane attack complex. Additionally, we identified a significant upregulation of lactotransferrin, protein S100-A9, and an immunoglobulin variant. The findings from this experiment further implicate the coagulation and immune system in ME/CFS, and bring to attention the pathology of or imposed on the endothelium. This study highlights potential systems and proteins that require further research with regards to their contribution to the pathogenesis of ME/CFS, symptom manifestation, and biomarker potential, and also gives insight into the hematological and cardiovascular risk for ME/CFS individuals affected by diabetes mellitus.
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Affiliation(s)
- Massimo Nunes
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Private Bag X1 Matieland, Stellenbosch, 7602, South Africa
| | - Mare Vlok
- Central Analytical Facility: Mass Spectrometry, Stellenbosch University, Tygerberg Campus, Room 6054, Clinical Building, Francie Van Zijl Drive Tygerberg, Cape Town, 7505, South Africa
| | - Amy Proal
- PolyBio Research Foundation, 7900 SE 28th ST, Suite 412, Mercer Island, DC, 98040, USA
| | - Douglas B Kell
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Private Bag X1 Matieland, Stellenbosch, 7602, South Africa.
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Crown St, Liverpool, L69 7ZB, UK.
- The Novo Nordisk Foundation Centre for Biosustainability, Technical University of Denmark, Building 220, Chemitorvet 200, 2800, Kongens Lyngby, Denmark.
| | - Etheresia Pretorius
- Department of Physiological Sciences, Faculty of Science, Stellenbosch University, Private Bag X1 Matieland, Stellenbosch, 7602, South Africa.
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Crown St, Liverpool, L69 7ZB, UK.
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Hinchado MD, Otero E, Navarro MDC, Martín-Cordero L, Gálvez I, Ortega E. Influence of Codiagnosis of Chronic Fatigue Syndrome and Habitual Physical Exercise on the Psychological Status and Quality of Life of Patients with Fibromyalgia. J Clin Med 2022; 11:jcm11195735. [PMID: 36233602 PMCID: PMC9571904 DOI: 10.3390/jcm11195735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 06/22/2022] [Revised: 09/12/2022] [Accepted: 09/24/2022] [Indexed: 11/16/2022] Open
Abstract
Fibromyalgia (FM) and Chronic Fatigue Syndrome (CFS) are two diseases that are frequently codiagnosed and present many similarities, such as poor tolerance to physical exercise. Although exercise is recommended in their daily routine to improve quality of life, little is known about how CFS codiagnosis affects that. Using scientifically validated questionnaires, we evaluated the psychological state and quality of life of patients with FM (n = 70) and how habitual physical exercise (HPE) reported by patients with only FM (FM-only n = 38) or codiagnosed with CFS (FM + CFS, n = 32) influences those aspects. An age-matched reference group of “healthy” women without FM (RG, n = 70) was used. The FM-only group presented a worse psychological state and quality of life compared to RG, with no influence of CFS codiagnosis. The patients of the FM-only and FM + CFS groups who perform HPE presented better levels of stress and state anxiety, but with no differences between them. Depression and trait anxiety improved only in women with just FM. CFS codiagnosis does not worsen the psychological and quality of life impairment of FM patients and does not have a great influence on the positive effect of HPE.
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Affiliation(s)
- María Dolores Hinchado
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Physiology Department, Faculty of Sciences, University of Extremadura, 06071 Badajoz, Spain
| | - Eduardo Otero
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Physiology Department, Faculty of Sciences, University of Extremadura, 06071 Badajoz, Spain
- Correspondence: (E.O.); (E.O.); Tel.: +34-924-289300 (ext. 86957) (Eduardo Ortega)
| | - María del Carmen Navarro
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Physiology Department, Faculty of Sciences, University of Extremadura, 06071 Badajoz, Spain
| | - Leticia Martín-Cordero
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Nursing Department, University Center of Plasencia, University of Extremadura, 10600 Plasencia, Spain
| | - Isabel Gálvez
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Nursing Department, Faculty of Medicine and Health Sciences, University of Extremadura, 06071 Badajoz, Spain
| | - Eduardo Ortega
- Immunophyisiology Research Group, Instituto Universitario de Investigación Biosanitaria de Extremadura (INUBE), Av. de Elvas s/n, 06080 Badajoz, Spain
- Immunophysiology Research Group, Physiology Department, Faculty of Sciences, University of Extremadura, 06071 Badajoz, Spain
- Correspondence: (E.O.); (E.O.); Tel.: +34-924-289300 (ext. 86957) (Eduardo Ortega)
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Thomas N, Gurvich C, Huang K, Gooley PR, Armstrong CW. The underlying sex differences in neuroendocrine adaptations relevant to Myalgic Encephalomyelitis Chronic Fatigue Syndrome. Front Neuroendocrinol 2022; 66:100995. [PMID: 35421511 DOI: 10.1016/j.yfrne.2022.100995] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Academic Contribution Register] [Received: 11/07/2021] [Revised: 02/27/2022] [Accepted: 03/29/2022] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Myalgic Encephalomyelitis/ Chronic Fatigue Syndrome (ME/CFS) is a complex multisystem disease characterised by severe and disabling new-onset symptoms of post-exertional malaise (PEM), fatigue, brain fog, and sleep dysfunction that lasts for at least six months. Accumulating evidence suggests that sex and endocrine events have a significant influence on symptom onset and moderation of ME/CFS, with female sex being one of the most consistent and credible predictive risk factors associated with diagnosis. Such sex differences suggest sex chromosomes and sex steroids may play a part in the development of the condition or moderation of symptoms, although this has yet to be explored in detail. METHODS/AIMS This narrative review outlines sex differences in ME/CFS in terms of vulnerability factors and clinical phenotype and explores the known sex differences in neuroendocrine systems affected in ME/CFS and how this may relate to disease risk, onset, pathophysiology, and potential treatment avenues. CONCLUSIONS There is clear evidence of a sex dimorphism with regards to prevalence (3:1 female preponderance), clinical phenotypes, and aetiological triggers prior to symptom onset of ME/CFS. Endocrinological events, particularly those throughout the female lifespan, are associated with ME/CFS and include reproductive menstrual cycle fluctuations, pregnancy, post-partum and perimenopause. Further, there is evidence for gonadal sex, adrenal stress and renal neuroendocrine systems as implicated in ME/CFS, including changes in estrogen, progesterone compounds, aldosterone, and cortisol levels, of which there are established sex differences. The broad effects of steroid hormones on the physiological systems may also speak to the diversity of ME/CFS symptomatology observed in patients. Further attention must be paid to sex, age, and steroid biology in ME/CFS.
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Affiliation(s)
- Natalie Thomas
- Department of Biochemistry & Pharmacology, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia.
| | - Caroline Gurvich
- Department of Psychiatry, Faculty of Medicine, Nursing and Health Sciences, Monash University, Australia
| | - Katherine Huang
- Department of Biochemistry & Pharmacology, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia
| | - Paul R Gooley
- Department of Biochemistry & Pharmacology, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia
| | - Christopher W Armstrong
- Department of Biochemistry & Pharmacology, Faculty of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia
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Galvez-Sánchez CM, Duschek S, Del Paso GAR. Is reduced health-related quality of life a primary manifestation of fibromyalgia? A comparative study with Rheumatoid arthritis. Psychol Health 2022:1-19. [PMID: 35694814 DOI: 10.1080/08870446.2022.2085705] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 05/12/2021] [Revised: 12/26/2021] [Accepted: 05/27/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Fibromyalgia syndrome (FMS) is a chronic pain condition associated with a significant reduction in health-related quality of life (HRQoL). This study compared the different components of HRQoL between FMS and rheumatoid arthritis (RA) patients, and evaluated the relationships between HRQoL and clinical and emotional factors in FMS and RA patients. METHOD Women with FMS (n = 80), RA (n = 43) and healthy women (n = 67) participated in the study. HRQoL was assessed by the SF-36 survey. Associations between HRQoL and symptom severity were assessed by correlation and multiple linear regression analyses. RESULTS FMS patients displayed lower values for all SF-36 variables than RA patients and healthy participants, while RA patients showed lower values for all SF-36 variables than healthy participants. These group differences persisted after statistically controlling for demographic, clinical and emotional variables. Clinical and emotional factors were inversely associated with SF-36 scores in the overall FMS + RA sample. Depression and fatigue were the strongest negative predictors. However, after the statistical control of the effect of diagnosis (FMS vs. RA) in the regression analysis, most of the associations disappear. CONCLUSIONS The fact that group differences in HRQoL remained highly significant after statistically controlling of group differences in clinical symptom severity, and that associations between clinical symptoms and HRQoL disappear when the type of diagnosis was considered in the regression analysis, suggest that impairment of HRQoL could be considered a primary feature of FMS.
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Affiliation(s)
| | - Stefan Duschek
- Department of Psychology, UMIT TIROL-University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
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Barhorst EE, Boruch AE, Cook DB, Lindheimer JB. Pain-Related Post-Exertional Malaise in Myalgic Encephalomyelitis / Chronic Fatigue Syndrome (ME/CFS) and Fibromyalgia: A Systematic Review and Three-Level Meta-Analysis. PAIN MEDICINE (MALDEN, MASS.) 2022; 23:1144-1157. [PMID: 34668532 DOI: 10.1093/pm/pnab308] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 11/30/2021] [Revised: 08/05/2021] [Accepted: 10/07/2021] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Myalgic encephalomyelitis / chronic fatigue syndrome (ME/CFS) and fibromyalgia (FM) are two debilitating, moderately comorbid illnesses in which chronic musculoskeletal pain symptoms are prevalent. These individuals can experience post-exertional malaise (PEM), a phenomenon in which symptom severity is worsened for 24 hours or longer after physical stress, but the pain-related component of PEM is not well characterized. DESIGN Systematic review and meta-analysis. METHODS Case-control studies involving adults with ME/CFS or FM and measuring pain symptoms before and after exposure to a standardized aerobic exercise test were included. Hedges' d effect sizes were aggregated with random-effects models, and potential moderators were explored with meta-regression analysis. Results were adjusted for nesting effects with three-level modeling. RESULTS Forty-five effects were extracted from 15 studies involving 306 patients and 292 healthy controls. After adjusting for nesting effects, we observed a small to moderate effect indicating higher post-exercise pain in patients than in controls (Hedges' d = 0.42; 95% confidence interval [CI]: 0.16-0.67). The mean effect was significantly moderated by pain measurement time point (b = -0.19, z = -2.57, P = 0.01), such that studies measuring pain 8-72 hours after exercise showed larger effects (d = 0.71, 95% CI = 0.28-1.14) than did those measuring pain 0-2 hours after exercise (d = 0.32, 95% CI = 0.10-0.53). CONCLUSIONS People with ME/CFS and FM experience small to moderate increases in pain severity after exercise, which confirms pain as a component of PEM and emphasizes its debilitating impact in ME/CFS and FM. Future directions include determining mechanisms of pain-related PEM and developing exercise prescriptions that minimize symptom exacerbation in these illnesses.
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Affiliation(s)
- Ellen E Barhorst
- Office of Research and Development, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
- School of Medicine, Saint Louis University, St. Louis, Missouri, USA
| | - Alexander E Boruch
- Office of Research and Development, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
- Department of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Dane B Cook
- Office of Research and Development, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
- Department of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Jacob B Lindheimer
- Office of Research and Development, William S. Middleton Memorial Veterans Hospital, Madison, Wisconsin, USA
- Department of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA
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6
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The relevant factors of work-related fatigue for occupational vibration-exposed employees. Ann Occup Environ Med 2022; 34:e6. [PMID: 35425618 PMCID: PMC9005887 DOI: 10.35371/aoem.2022.34.e6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 10/31/2021] [Accepted: 02/28/2022] [Indexed: 11/20/2022] Open
Abstract
Background To date, little is known about the effects of factors linked to work-related fatigue on vibration-exposed workers. Thus, the purpose of this study was (1) to assess the effects of vibration exposure time per week and work-related fatigue on workers and (2) to identify factors associated with work-related fatigue caused by long-term exposure to occupational vibration. Methods This study used data collected from the 5th Korean Working Conditions Survey. A total of 34,820 non-vibration-exposed and 10,776 vibration-exposed employees were selected from the data. The χ2 and multiple logistic regression were used to determine the effect of vibration exposure time per week and the effects of factors of work-related fatigue on workers. Results The prevalence of work-related fatigue in vibration-exposed workers (30.5%) was higher than that of non-exposed workers (15.9%). The prevalence of work-related fatigue was higher for female and workers with depression, anxiety, and shift work, and those with authority to control their work pace had statistically significantly higher odds than those who did not. The employees who had the authority to control their order of work (odds ratio [OR]: 0.88; 95% confidence interval [CI]: 0.81–0.95) and method of work (OR: 0.90; 95% CI: 0.82–0.98) had statistically significantly lower odds than those who did not. The OR of work-related fatigue symptoms was highest among employees whose vibration exposure time per week were 30.0%–40.0% (OR: 2.36; 95% CI: 1.96–2.83). Lower OR was observed as vibration exposure time per week decreased. Conclusions The results of the present study suggest an association between occupational vibration and work-related fatigue and longer vibration exposure time per week, causing an increased prevalence of work-related fatigue symptoms. Measures to protect workers exposed to occupational vibration from work-related fatigue must be taken.
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Nacul L, Authier FJ, Scheibenbogen C, Lorusso L, Helland IB, Martin JA, Sirbu CA, Mengshoel AM, Polo O, Behrends U, Nielsen H, Grabowski P, Sekulic S, Sepulveda N, Estévez-López F, Zalewski P, Pheby DFH, Castro-Marrero J, Sakkas GK, Capelli E, Brundsdlund I, Cullinan J, Krumina A, Bergquist J, Murovska M, Vermuelen RCW, Lacerda EM. European Network on Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (EUROMENE): Expert Consensus on the Diagnosis, Service Provision, and Care of People with ME/CFS in Europe. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:510. [PMID: 34069603 PMCID: PMC8161074 DOI: 10.3390/medicina57050510] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Academic Contribution Register] [Received: 04/11/2021] [Revised: 05/13/2021] [Accepted: 05/13/2021] [Indexed: 02/07/2023]
Abstract
Designed by a group of ME/CFS researchers and health professionals, the European Network on Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (EUROMENE) has received funding from the European Cooperation in Science and Technology (COST)-COST action 15111-from 2016 to 2020. The main goal of the Cost Action was to assess the existing knowledge and experience on health care delivery for people with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) in European countries, and to enhance coordinated research and health care provision in this field. We report our findings and make recommendations for clinical diagnosis, health services and care for people with ME/CFS in Europe, as prepared by the group of clinicians and researchers from 22 countries and 55 European health professionals and researchers, who have been informed by people with ME/CFS.
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Affiliation(s)
- Luis Nacul
- London School of Hygiene and Tropical Medicine, Faculty of Infectious and Tropical Diseases, London WC1E 7HT, UK
- BC Women’s Hospital, Vancouver, BC V6H 3N1, Canada
| | | | - Carmen Scheibenbogen
- Institute of Medical Immunology, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany;
| | - Lorenzo Lorusso
- Neurology and Stroke Unit—Neuroscience Department—A.S.S.T.—Lecco, 23900 Merate, Italy;
| | - Ingrid Bergliot Helland
- National Advisory Unit on CFS/ME, Oslo University Hospital, Rikshospitalet OUS, 0372 Oslo, Norway;
| | - Jose Alegre Martin
- Chronic Fatigue Unit, Hospital Universitari Vall d’Hebron University Hospital (VHIR), Universitat Autònoma de Barcelona, E-08035 Barcelona, Spain;
| | - Carmen Adella Sirbu
- Central Military Emergency University Hospital, Titu Maiorescu University, 040441 Bucharest, Romania;
| | - Anne Marit Mengshoel
- Institute of Health and Society, Medical Faculty, University of Oslo, Box 1089 Blindern, 0317 Oslo, Norway;
| | - Olli Polo
- Bragée ME/CFS Center, 115 26 Stockholm, Sweden;
| | - Uta Behrends
- Department of Pediatrics, School of Medicine, Technical University of Munich, 80333 Munich, Germany;
| | - Henrik Nielsen
- Privat Hospitalet Danmark, 2920 Charlottenlund, Denmark;
| | - Patricia Grabowski
- Department of Hematology, Oncology and Tumor Immunology, Institute for Medical Immunology, Charite Medical School, 10117 Berlin, Germany;
| | - Slobodan Sekulic
- Medical Faculty Novi Sad, University of Novi Sad, 21000 Novi Sad, Serbia;
| | - Nuno Sepulveda
- Centre of Statistics and Its Applications, University of Lisbon, 1749-016 Lisbon, Portugal;
| | | | - Pawel Zalewski
- Department of Hygiene, Epidemiology, Ergonomics and Postgraduate Education, Nicolaus Copernicus University in Torun, Collegium Medicum, 85-067 Bydgoszcz, Poland;
| | - Derek F. H. Pheby
- Society and Health, Buckinghamshire New University (retired), High Wycombe HP11 2JZ, UK;
| | - Jesus Castro-Marrero
- Division of Rheumatology, ME/CFS Research Unit (Lab 009–Box 02), Vall d’Hebron Hospital Research Institute (VHIR), Val d’Hebron Hospital Research Unit (VIHR), Passeig de la Val d’Hebron 119-129, E-08035 Barcelona, Spain;
| | - Giorgos K. Sakkas
- Department of PE and Sports Science, University of Thessaly, 421 00 Trikala, Greece;
| | - Enrica Capelli
- Department of Earth and Environmental Sciences, University of Pavia, 27100 Pavia, Italy;
| | - Ivan Brundsdlund
- Department of Regional Health Research, University Hospital of Southern Denmark, 5000 Odense, Denmark;
| | - John Cullinan
- School of Business & Economics, National University of Ireland Galway, University Road, H91 TK33 Galway, Ireland;
| | - Angelika Krumina
- Department of Infectiology and Dermatology, Riga Stradins University, LV-1067 Riga, Latvia;
| | - Jonas Bergquist
- Department of Chemistry—Biomedical Center, Analytical Chemistry and Neuro Chemistry, Uppsala University, 751 23 Uppsala, Sweden;
- The Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) Collaborative Research Centre, Uppsala University, 751 23 Uppsala, Sweden
| | - Modra Murovska
- Institute of Microbiology and Virology, Riga Stradins University, LV-1067 Riga, Latvia;
| | | | - Eliana M. Lacerda
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK;
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Galvez-Sánchez CM, de la Coba P, Duschek S, Reyes del Paso GA. Reliability, Factor Structure and Predictive Validity of the Widespread Pain Index and Symptom Severity Scales of the 2010 American College of Rheumatology Criteria of Fibromyalgia. J Clin Med 2020; 9:jcm9082460. [PMID: 32752048 PMCID: PMC7464133 DOI: 10.3390/jcm9082460] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 06/12/2020] [Revised: 07/29/2020] [Accepted: 07/30/2020] [Indexed: 01/01/2023] Open
Abstract
Fibromyalgia syndrome (FMS) is a chronic condition of widespread pain. In 2010, the American College of Rheumatology (ACR) proposed new diagnostic criteria for FMS based on two scales: the Widespread Pain Index (WPI) and Symptoms Severity (SS) scale. This study evaluated the reliability, factor structure and predictive validity of WPI and SS. In total, 102 women with FMS and 68 women with rheumatoid arthritis (RA) completed the WPI, SS, McGill Pain Questionnaire, Trait Anxiety Inventory, Fatigue Severity Scale, Oviedo Quality of Sleep Questionnaire, and Beck Depression Inventory. Pain threshold and tolerance and a measure of central sensitization to pain were obtained by pressure algometry. Values on WPI and SS showed negative-skewed frequency distributions in FMS patients, with most of the observations concentrated at the upper end of the scale. Factor analysis did not reveal single-factor models for either scale; instead, the WPI was composed of nine pain-localization factors and the SS of four factors. The Cronbach’s α (i.e., Internal consistency) was 0.34 for the WPI,0.83 for the SS and 0.82 for the combination of WPI and SS. Scores on both scales correlated positively with measures of clinical pain, fatigue, insomnia, depression, and anxiety but were unrelated to pain threshold and tolerance or central pain sensitization. The 2010 ACR criteria showed 100% sensitivity and 81% specificity in the discrimination between FMS and RA patients, where discrimination was better for WPI than SS. In conclusion, despite their limited reliability, both scales allow for highly accurate identification and differentiation of FMS patients. The inclusion of more painful areas in the WPI and of additional symptoms in the SS may reduce ceiling effects and improve the discrimination between patients differing in disease severity. In addition, the use of higher cut-off values on both scales may increase the diagnostic specificity in Spanish samples.
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Affiliation(s)
- Carmen M. Galvez-Sánchez
- Department of Psychology, University of Jaén, 23071 Jaén, Spain; (P.d.l.C.); (G.A.R.d.P.)
- Correspondence:
| | - Pablo de la Coba
- Department of Psychology, University of Jaén, 23071 Jaén, Spain; (P.d.l.C.); (G.A.R.d.P.)
| | - Stefan Duschek
- Institute of Psychology, UMIT—University for Health Sciences, Medical Informatics and Technology, 6060 Hall in Tirol, Austria;
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Galvez-Sánchez CM, Montoro CI, Duschek S, Reyes Del Paso GA. Depression and trait-anxiety mediate the influence of clinical pain on health-related quality of life in fibromyalgia. J Affect Disord 2020; 265:486-495. [PMID: 32090776 DOI: 10.1016/j.jad.2020.01.129] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Academic Contribution Register] [Received: 10/04/2018] [Revised: 11/22/2019] [Accepted: 01/20/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Fibromyalgia syndrome (FMS) is a chronic pain condition associated with a substantial decrease in health-related quality of life (HRQoL). This study investigated the relationships of HRQoL with clinical parameters of FMS (pain, insomnia and fatigue) and affective variables (depression and anxiety). METHODS Women with FMS (n=145) and healthy women (n=94) completed the Short-Form Health Survey (SF-36) to evaluate HRQoL, and self-report questionnaires pertaining to clinical pain, symptoms of anxiety and depression, fatigue and insomnia. Patterns of associations were assessed by correlation, multiple linear regression, and mediation analyses. RESULTS FMS patients showed lower scores on all SF-36 scales than healthy individuals. Clinical and emotional factors were inversely associated with SF-36 scores. Although depression was the strongest predictor of global HRQoL (explaining 36% of its variance), clinical pain and fatigue were the main predictors of physical components of HRQoL; depression and trait-anxiety were the main predictors of mental HRQoL components. Results of mediation analysis showed that depression, trait-anxiety and fatigue mediated the effect of clinical pain on HRQoL. Additionally, depression, trait-anxiety and fatigue mutually influenced each other, increasing their negative effects on the different areas of HRQoL. LIMITATIONS Among all emotional factors, only anxiety and depression were considered. CONCLUSIONS Our results suggest that FMS pain and related functional disability may increase depression and anxiety, in turn aggravating the primary symptoms of FMS and indirectly increasing the negative influence of pain on HRQoL. These results showed the need to evaluate and treat negative affective states in FMS.
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Affiliation(s)
| | | | - Stefan Duschek
- Department of Psychology, University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
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Comorbidity in Chronic Fatigue Syndrome/Myalgic Encephalomyelitis: A Nationwide Population-Based Cohort Study. PSYCHOSOMATICS 2017; 58:533-543. [PMID: 28596045 DOI: 10.1016/j.psym.2017.04.010] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 09/12/2016] [Revised: 04/18/2017] [Accepted: 04/19/2017] [Indexed: 01/25/2023]
Abstract
BACKGROUND Previous studies have shown evidence of comorbid conditions in chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME). OBJECTIVE To estimate the prevalence of comorbidities and assess their associations using a nationwide population-based database of a Spanish CFS/ME cohort. METHOD A nationally representative, retrospective, cross-sectional cohort study (2008-2015) assessed 1757 Spanish subjects who met both the 1994 Centers for Disease Control and Prevention/Fukuda definition and 2003 Canadian Criteria for CFS/ME. Sociodemographic and clinical data, comorbidities, and patient-reported outcome measures at baseline were recorded. A cluster analysis based on baseline clinical variables was performed to classify patients with CFS/ME into 5 categories according to comorbidities. A multivariate logistic regression analysis was conducted adjusting for potential confounding effects such as age and sex; response and categorical predictor variables were also assessed. RESULTS A total of 1757 CFS/ME patients completed surveys were collected. We identified 5 CFS/ME clusters: group 1-fibromyalgia, myofascial pain, multiple chemical hypersensitivity, sicca syndrome, epicondylitis, and thyroiditis; group 2-alterations of ligaments and subcutaneous tissue, hypovitaminosis D, psychopathology, ligamentous hyperlaxity, and endometriosis. These 2 subgroups comprised mainly older women, with low educational level, unemployment, high levels of fatigue, and poor quality of life; group 3-with hardly any comorbidities, comprising mainly younger women, university students or those already employed, with lower levels of fatigue, and better quality of life; group 4-poorly defined comorbidities; and group 5-hypercholesterolemia. CONCLUSION Over 80% of a large population-based cohort of Spanish patients with CFS/ME presented comorbidities. Among the 5 subgroups created, the most interesting were groups 1-3. Future research should consider multidisciplinary approaches for the management and treatment of CFS/ME with comorbid conditions.
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Faro M, Sàez-Francás N, Castro-Marrero J, Aliste L, Fernández de Sevilla T, Alegre J. Gender Differences in Chronic Fatigue Syndrome. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.reumae.2015.05.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 10/22/2022]
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Faro M, Sàez-Francás N, Castro-Marrero J, Aliste L, Fernández de Sevilla T, Alegre J. Gender differences in chronic fatigue syndrome. ACTA ACUST UNITED AC 2015; 12:72-7. [PMID: 26190206 DOI: 10.1016/j.reuma.2015.05.007] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/31/2014] [Revised: 03/21/2015] [Accepted: 05/15/2015] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND OBJECTIVES Chronic fatigue syndrome (CFS) is a chronic condition that predominantly affects women. To date, there are few epidemiologic studies on CFS in men. The objective of the study was to assess whether there are gender-related differences in CFS, and to define a clinical phenotype in men. PATIENTS AND METHODS A prospective, cross-sectional cohort study was conducted including CFS patients at the time of diagnosis. Sociodemographic data, clinical variables, comorbid phenomena, fatigue, pain, anxiety/depression, and health quality of life, were assessed in the CFS population. A comparative study was also conducted between genders. RESULTS The study included 1309 CFS patients, of which 119 (9.1%) were men. The mean age and symptoms onset were lower in men than women. The subjects included 30% single men vs. 15% single women, and 32% of men had specialist work vs. 20% of women. The most common triggering factor was an infection. Widespread pain, muscle spasms, dizziness, sexual dysfunction, Raynaud's phenomenon, morning stiffness, migratory arthralgias, drug and metals allergy, and facial oedema were less frequent in men. Fibromyalgia was present in 29% of men vs. 58% in women. The scores on physical function, physical role, and overall physical health of the SF-36 were higher in men. The sensory and affective dimensions of pain were lower in men. CONCLUSIONS The clinical phenotype of the men with CFS was young, single, skilled worker, and infection as the main triggering agent. Men had less pain and less muscle and immune symptoms, fewer comorbid phenomena, and a better quality of life.
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Affiliation(s)
- Mònica Faro
- EAP CAP Terrassa Nord, Consorci Sanitari de Terrassa, Barcelona, España.
| | - Naia Sàez-Francás
- Unidad de Fatiga Crónica, Servicio de Medicina Interna, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - Jesús Castro-Marrero
- Unidad de Fatiga Crónica, Servicio de Medicina Interna, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - Luisa Aliste
- Unidad de Fatiga Crónica, Servicio de Medicina Interna, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - Tomás Fernández de Sevilla
- Unidad de Fatiga Crónica, Servicio de Medicina Interna, Hospital Universitario Vall d'Hebron, Barcelona, España
| | - José Alegre
- Unidad de Fatiga Crónica, Servicio de Medicina Interna, Hospital Universitario Vall d'Hebron, Barcelona, España
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Rico-Villademoros F, Calandre EP. Respuesta. Med Clin (Barc) 2015; 144:525-6. [DOI: 10.1016/j.medcli.2014.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 09/03/2014] [Revised: 09/28/2014] [Accepted: 10/02/2014] [Indexed: 10/24/2022]
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Faro M, Alegre J. La fibromialgia como fenómeno comórbido en las enfermedades inmunoinflamatorias. Med Clin (Barc) 2015; 144:525. [DOI: 10.1016/j.medcli.2014.07.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 06/30/2014] [Revised: 07/13/2014] [Accepted: 07/21/2014] [Indexed: 01/04/2023]
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