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Zhang CY, Hu YS, Meng ZY, Lu CH, Xie YF, Yu Q, Mai LX, Zeng ZY. Development and validation of a mortality predictive model for ICU patients with primary pulmonary hypertension. Sci Rep 2024; 14:31497. [PMID: 39732999 PMCID: PMC11682143 DOI: 10.1038/s41598-024-83139-3] [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: 08/18/2024] [Accepted: 12/11/2024] [Indexed: 12/30/2024] Open
Abstract
There is a lack of an effective prognostic model for predicting outcomes in patients with primary pulmonary hypertension (PPH). A retrospective analysis was conducted on PPH patients from MIMIC and eICU databases. A predictive model was developed to assess mortality risk. The Consistency Index (C-index) and Receiver Operating Characteristic (ROC) curve were utilized to assess the overall performance of the model and its discriminatory capacity. The model's calibration and clinical applicability were assessed through calibration curve and decision curve analysis (DCA). The nomogram was employed for visual representation of the model. The study included 420 patients, 260 in the development group, 104 in the internal validation group and 56 in the external validation group. The predictive model's risk factors included age, respiratory rate, red blood cell distribution width, glucose, and SAPS II. The model demonstrated C-indexes of 0.736 and 0.696 in the development and internal validation groups, respectively. The ROC curves for the development, internal validation and external validation groups demonstrated robust discriminatory capabilities. The calibration curves indicated a slope close to 1, suggesting good calibration of the model. Additionally, DCA analysis revealed the model offered significant clinical benefits across a wide range of thresholds. The model showed good discrimination ability, accuracy and clinical application value in predicting the prognosis of patients with PPH.
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Affiliation(s)
- Chao-Yong Zhang
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Yao-Shi Hu
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Zhong-Yuan Meng
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Chuang-Hong Lu
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Yu-Fei Xie
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Qin Yu
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China
| | - Lan-Xian Mai
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
| | - Zhi-Yu Zeng
- Department of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, People's Republic of China.
- Guangxi Key Laboratory of Precision Medicine in Cardio-Cerebrovascular Diseases Control and Prevention, Guangxi Clinical Research Center for Cardio-Cerebrovascular Diseases, No. 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China.
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Gavilán-Carrera B, Delgado-Fernández M, Álvarez-Gallardo IC, Acosta-Manzano P, Borges-Cosic M, Estévez-López F, Soriano-Maldonado A, Carbonell-Baeza A, Aparicio VA, Segura-Jiménez V. Longitudinal association of sedentary time and physical activity with pain and quality of life in fibromyalgia. Scand J Med Sci Sports 2023; 33:292-306. [PMID: 36326665 DOI: 10.1111/sms.14258] [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: 03/25/2022] [Revised: 10/21/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE To analyze changes over time and the predictive value of baseline and changes of sedentary time (ST) and physical activity (PA) on pain, disease impact, and health-related quality of life (HRQoL) at 2- and 5-year follow-up in women with fibromyalgia. METHODS This is a longitudinal and exploratory study with three time points. A total of 427 women with fibromyalgia (51.4 ± 7.6 years) were followed after 2 (n = 172) and 5 years (n = 185). ST and PA (light and moderate-to-vigorous [MVPA]) were assessed using triaxial accelerometers. Pain, disease impact, and HRQoL were measured using: pressure pain threshold, the pain subscale of the revised fibromyalgia impact questionnaire (FIQR), the bodily pain subscale of the 36-item short-form health survey (SF-36), a visual analog scale (VAS), the FIQR, and the SF-36 physical and mental components. RESULTS Over 5 years, pressure pain threshold, ST, light PA, and MVPA variables were worsened, while FIQR and SF-36 variables were improved (Cohen's d < 0.1-0.3). Baseline ST or light PA were not associated with future outcomes, whereas greater MVPA at baseline was associated with better SF-36 bodily pain at 5-year follow-up (β = 0.13). Reducing ST and increasing light PA were associated with better bodily pain (β = -0.16 and 0.17, respectively) and SF-36 physical component (β = -0.20 and 0.17, respectively) at 5-year follow-up. Increasing MVPA was associated with less pain (pressure pain threshold, VAS, and FIQR-pain) and better SF-36 physical component at 2- and 5-year follow-up (β's from -0.20 to 0.21). CONCLUSIONS Objectively measured variables slightly worsened over years, while for self-reported outcomes there was a trend for improvement. Reductions in ST and increases in light PA and MVPA were associated with better HRQoL at 5-year follow-up, and increases in MVPA were additionally associated with better pain and HRQoL at 2-year follow-up.
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Affiliation(s)
- Blanca Gavilán-Carrera
- Departamento de Medicina Interna, Hospital Universitario Virgen de las Nieves, Granada, Spain.,Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain.,PA-HELP "Physical Activity for Health Promotion, CTS-1018" research group. Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,Sport and Health University Research Institute (IMUDS), University of Granada, Granada, Spain
| | - Manuel Delgado-Fernández
- PA-HELP "Physical Activity for Health Promotion, CTS-1018" research group. Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,Sport and Health University Research Institute (IMUDS), University of Granada, Granada, Spain
| | - Inmaculada C Álvarez-Gallardo
- GALENO research group, Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Cadiz, Spain.,Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cadiz, Spain
| | - Pedro Acosta-Manzano
- PA-HELP "Physical Activity for Health Promotion, CTS-1018" research group. Department of Physical Education and Sports, Faculty of Sports Science, University of Granada, Granada, Spain.,Sport and Health University Research Institute (IMUDS), University of Granada, Granada, Spain.,Institute of Human Movement Science, Sport and Health, University of Graz, Graz, Austria
| | - Milkana Borges-Cosic
- GALENO research group, Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Cadiz, Spain.,Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Puerto Real, Spain
| | - Fernando Estévez-López
- Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Massachusetts, Boston, USA
| | - Alberto Soriano-Maldonado
- Department of Education, Faculty of Education Sciences, University of Almería, Almería, Spain.,Sport Research Group (Cts-1024), Cernep Research Center, University of Almería, Almería, Spain
| | - Ana Carbonell-Baeza
- Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cadiz, Spain.,MOVE-IT Research Group and Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Puerto Real, Spain
| | - Virginia A Aparicio
- Sport and Health University Research Institute (IMUDS), University of Granada, Granada, Spain.,Department of Physiology, School of Pharmacy, University of Granada, Granada, Spain.,Institute of Nutrition and Food Technology (INYTA), Biomedical Research Centre (CIBM), University of Granada, Granada, Spain
| | - Víctor Segura-Jiménez
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain.,GALENO research group, Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Cadiz, Spain.,Instituto de Investigación e Innovación Biomédica de Cádiz (INiBICA), Cadiz, Spain.,UGC Neurotraumatología y Rehabilitación, Hospital Universitario Virgen de las Nieves, Granada, Spain
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Zetterman T, Markkula R, Kalso E. Elevated highly sensitive C-reactive protein in fibromyalgia associates with symptom severity. Rheumatol Adv Pract 2022; 6:rkac053. [PMID: 35832286 PMCID: PMC9272915 DOI: 10.1093/rap/rkac053] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 06/04/2022] [Indexed: 01/08/2023] Open
Abstract
Abstract
Objectives
Fibromyalgia (FM), a common pain syndrome, is thought to be a non-inflammatory, nociplastic condition, but evidence implicating neuroinflammation has been increasing. Systemic inflammation may be associated with more severe symptoms in some FM patients. We studied healthy controls and FM patients with and without systemic inflammation detectable using high-sensitivity CRP (hsCRP) measurement.
Methods
We measured hsCRP levels and gathered clinical and questionnaire data [including the Fibromyalgia Impact Questionnaire (FIQ)] from 40 female FM patients and 30 age-matched healthy women. An hsCRP level >3 mg/l was considered elevated.
Results
FM patients had significantly higher mean hsCRP levels than controls, explained by overweight and lower leisure-time physical activity. Eight FM patients had elevated hsCRP levels and 29 had normal hsCRP levels. Levels of hsCRP were significantly correlated with FIQ scores. Patients with elevated hsCRP had higher FIQ scores, with worse physical functioning and greater pain and were less likely to be employed than patients with normal hsCRP. These patient groups did not differ by blood count, liver function or lipid profiles, nor by education, psychological measures, sleep disturbance, smoking or comorbidities.
Conclusion
Some FM patients have elevated hsCRP, mostly due to overweight and physical inactivity. They have worse symptoms and their ability to work is impaired. Measurement of hsCRP may help to identify FM patients in greatest need of interventions supporting working ability.
Trial registration
ClinicalTrials.gov (https://clinicaltrials.gov), NCT03300635
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Affiliation(s)
- Teemu Zetterman
- Pain Clinic, Department of Anaesthesiology, Intensive Care and Pain Medicine, Helsinki University and Helsinki University Hospital , Helsinki
- City of Vantaa Health Centre , Vantaa
- Department of General Practice and Primary Health Care
| | - Ritva Markkula
- Pain Clinic, Department of Anaesthesiology, Intensive Care and Pain Medicine, Helsinki University and Helsinki University Hospital , Helsinki
| | - Eija Kalso
- Pain Clinic, Department of Anaesthesiology, Intensive Care and Pain Medicine, Helsinki University and Helsinki University Hospital , Helsinki
- SLEEPWELL Research Programme, Faculty of Medicine, University of Helsinki , Helsinki, Finland
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Maugars Y, Berthelot JM, Le Goff B, Darrieutort-Laffite C. Fibromyalgia and Associated Disorders: From Pain to Chronic Suffering, From Subjective Hypersensitivity to Hypersensitivity Syndrome. Front Med (Lausanne) 2021; 8:666914. [PMID: 34336880 PMCID: PMC8316633 DOI: 10.3389/fmed.2021.666914] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 05/31/2021] [Indexed: 11/13/2022] Open
Abstract
The concept of fibromyalgia has progressed to achieve a certain consensus regarding the definition of the condition. We summarize what is known in 2020, be it in terms of diagnosis, with the criteria that have changed over the years, or at the level of the psychological profile, via the notions of "catastrophizing" and "coping" and post-traumatic syndrome. The importance of fatigue and sleep disorders is underlined, with the chronological sequence of post-traumatic syndrome, chronic fatigue, and then amplification of the pain and the onset of multiple associated symptoms. The etiopathogenic debate has been enriched thanks to neuro-imaging data to discover the start of the central neurological signature. The many associated symptoms are reanalyzed in the context of so-called sister conditions which form sometimes more or less separate entities, such as chronic fatigue syndrome or restless legs syndrome for example. What these conditions have in common is hypersensitivity, not just to pain, but also to all exteroceptive stimuli, from deep sensitivity in the neuro-vegetative system, the sense organs and certain functions of the central nervous system, to the psychological aspects and sleep control. In summary, it is possible to define fibromyalgia as a cognitive disorder of cortical integration of chronic pain, with amplification of painful and sensory nociception, decrease in the threshold for the perception of pain, and persistence of a stimulus that maintains the process in chronicity. Fibromyalgia is part of a group of chronic hypersensitivity syndromes of central origin, with a very wide range of means of expression.
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Affiliation(s)
- Yves Maugars
- Rheumatology Department, Nantes University Hospital, Nantes, France
| | | | - Benoit Le Goff
- Rheumatology Department, Nantes University Hospital, Nantes, France
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Chen AT, Swaminathan A. Factors in the Building of Effective Patient-Provider Relationships in the Context of Fibromyalgia. PAIN MEDICINE 2021; 21:138-149. [PMID: 30980668 PMCID: PMC6953340 DOI: 10.1093/pm/pnz054] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Objective Fibromyalgia patients face particular challenges in building relationships with health care providers. In this study, we examine, from patients’ perspectives, factors that influence the formation of effective patient–provider relationships. Design This research employed a qualitative approach to analyze data collected from a study that employed semistructured interviews. Methods Multiple methods were used to recruit 23 fibromyalgia patients for interviews. Semistructured interviews were conducted to explore how participants’ information behaviors, including their communication with and relationships to providers, changed over time. The interview data were analyzed using a qualitative analytic method based on interpretative phenomenological analysis and constructivist grounded theory. Results We identified three important factors that influenced the building of effective relationships: patients and providers’ interactions involving information, identifying health care providers that fit patients’ needs, and realizing shared responsibilities. With regard to information, we described three important themes: information gaps, providers as educators/facilitators, and collaborative information behavior. Conclusions Understanding of the key elements of relationship development between patients and providers can be utilized in various ways to improve clinical care. First, the knowledge gained in this study can inform the design of patient education materials that assist patients to identify providers that fit their needs, prepare for consultations, and develop realistic expectations for providers. The findings of this study can also inform the design of resources and tools to enable clinicians to communicate and relate better with their patients.
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Affiliation(s)
- Annie T Chen
- Department of Biomedical Informatics and Medical Education, University of Washington School of Medicine, Seattle, Washington, USA
| | - Aarti Swaminathan
- Department of Biomedical Informatics and Medical Education, University of Washington School of Medicine, Seattle, Washington, USA
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A Systematic Review Into the Influence of Temperature on Fibromyalgia Pain: Meteorological Studies and Quantitative Sensory Testing. THE JOURNAL OF PAIN 2021; 22:473-486. [PMID: 33421589 DOI: 10.1016/j.jpain.2020.12.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/03/2020] [Accepted: 12/15/2020] [Indexed: 01/01/2023]
Abstract
Fibromyalgia syndrome (FMS) is a chronic widespread pain condition of unknown aetiology. The role of temperature in FMS pain has not been reviewed systematically. The goal of this study was to review the influences of temperature on pain in FMS, from meteorological and quantitative sensory testing (QST) studies. The review was registered with Prospero: ID-CRD42020167687, and followed PRISMA guidance. Databases interrogated were: MEDLINE (via OVID), EMBASE, PubMed, Web of Science, ScienceDirect, CINAHL, and ProQuest (Feb'20). Exclusion criteria were: age <18, animal studies, non-English, and noncontrolled articles. Thirteen studies pertaining to ambient temperature and FMS pain were identified; 9 of these found no uniform relationship. Thirty-five QST studies were identified, 17 of which assessed cold pain thresholds (CPTs). All studies showed numerically reduced CPTs in patients, ranging from 10.9°C to 26.3°C versus 5.9°C to 13.5°C in controls; this was statistically significant in 14/17. Other thermal thresholds were often abnormal. We conclude that the literature provides consistent evidence for an abnormal sensitization of FMS patients' temperature-sensation systems. Additional work is required to elucidate the factors that determine why a subgroup of patients perceive low ambient temperatures as painful, and to characterize that group. PERSPECTIVE: Patients often report increased pain with changes in ambient temperature; even disabling, extreme temperature sensitivity in winter. Understanding this phenomenon may help clinicians provide reassurance and advice to patients and may guide research into the everyday impact of such hypersensitivity, whilst directing future work into the pathophysiology of FMS.
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Isomeri R, Mikkelsson M, Partinen M, Kautiainen H, Kauppi MJ. Fibromyalgia is often connected with disability pension: a very long-term follow-up study in Finland. Scand J Rheumatol 2020; 50:167-168. [PMID: 32686547 DOI: 10.1080/03009742.2020.1771765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- R Isomeri
- Department of Physical and Rehabilitation Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - M Mikkelsson
- Department of Physical and Rehabilitation Medicine, Päijät-Häme Central Hospital, Lahti, Finland.,Faculty of Medicine, Helsinki University, Helsinki, Finland
| | - M Partinen
- Helsinki Sleep Clinic, Vitalmed Research Center, Helsinki, Finland.,Department of Clinical Neurosciences, University of Helsinki, Helsinki, Finland
| | - H Kautiainen
- Primary Health Care Unit, Kuopio University Hospital, Finland.,Folkhälsan Research Center, Helsinki, Finland
| | - M J Kauppi
- Faculty of Medicine, Helsinki University, Helsinki, Finland.,Department of Rheumatology, Päijät-Häme Central Hospital, Lahti, Finland
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Santos E Campos MA, Párraga‐Montilla JA, Aragón‐Vela J, Latorre‐Román PA. Effects of a functional training program in patients with fibromyalgia: A 9‐year prospective longitudinal cohort study. Scand J Med Sci Sports 2020; 30:904-913. [DOI: 10.1111/sms.13640] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 02/03/2020] [Accepted: 02/15/2020] [Indexed: 01/25/2023]
Affiliation(s)
| | | | - Jerónimo Aragón‐Vela
- Department of Nutrition, Exercise and Sports University of Copenhagen Copenhague Denmark
| | - Pedro A. Latorre‐Román
- Department of Didactics of Music, Plastic and Corporal Expression University of Jaén Jaén Spain
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Differences in daily objective physical activity and sedentary time between women with self-reported fibromyalgia and controls: results from the Canadian health measures survey. Clin Rheumatol 2018; 37:2285-2290. [PMID: 29754181 DOI: 10.1007/s10067-018-4139-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 05/01/2018] [Accepted: 05/04/2018] [Indexed: 10/16/2022]
Abstract
Physical activity and sedentary behaviors are important modifiable factors that influence health and quality of life in women with fibromyalgia. The purpose of this study was to compare objectively assessed physical activity and sedentary time in women self-reporting fibromyalgia with a control group. Data were drawn from the Canadian Health Measures Survey cycles 1, 2, and 3 conducted by Statistics Canada. We included women aged 18 to 79 years with complete accelerometer data. We performed one-way analyses of covariance (adjusted-for socio-demographic and health factors) to determine mean differences in physical activity and sedentary variables (minutes per day of moderate and vigorous physical activity, light physical activity, sedentary and daily steps) between women with and without fibromyalgia. In total, 4132 participants were included. A cross-sectional weighted analysis indicated that 3.1% of participants self-reported a diagnosis of fibromyalgia. Participants with fibromyalgia spent less time than controls engaged in moderate and vigorous physical activity (M = 19.2 min/day (SE = 0.7) versus M = 9.1 min/day (SE = 1.2), p = 0.03, η2 = 0.01). No significant differences were found for daily time spent in light physical activity, sedentary activities, and number of steps. Women participants with self-reported fibromyalgia spent significantly less time in moderate and vigorous physical activity than control. Physical activity promotion interventions for women with self-reported fibromyalgia should, as a priority, target physical activities with moderate to vigorous intensity.
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