Literature DB >> 27633925

Identifying fibromyalgia subgroups using cluster analysis: Relationships with clinical variables.

Y-R Yim1, K-E Lee1, D-J Park1, S-H Kim11, S-S Nah3, J H Lee4, S-K Kim5, Y-A Lee6, S-J Hong6, H-S Kim7, H-S Lee8, H A Kim9, C-I Joung10, S-H Kim11, S-S Lee1.   

Abstract

BACKGROUND: Patients with fibromyalgia (FM) exhibit significant clinical heterogeneity, in terms of physical, social and psychological functions, as well as therapeutic responses. Here, we examined FM patients in terms of pain, physical, social and psychological variables to identify clinical subgroups that may be predictive of treatment patterns.
METHODS: A total of 313 FM patients were interviewed using a structured questionnaire that included sociodemographic data, current or past FM symptoms and current use of relevant medications. A K-means cluster analysis was conducted using variables reflecting tender points, the Fibromyalgia Impact Questionnaire, Beck Depression Inventory, State-Trait Anxiety Inventor and Social Support Scale.
RESULTS: Four distinct clusters were identified in these patients. Group 1 was characterized by high pain levels, severe physical and mental impairment and low social support. Group 2 had moderate pain and physical impairment, mild mental impairment and moderate social support. Group 3 had moderate pain, low physical and moderate mental impairment and low social support. Group 4 had low pain levels, nearly normal physical and mental function and high social support. Group 1 was more often a current or past smoker, more likely to have a variety of symptoms, including swelling, cognitive dysfunction, dizziness, syncope, oesophageal dysmotility, dyspepsia, irritable bladder, vulvodynia and restless leg syndrome.
CONCLUSIONS: We identified four subgroups of FM patients based on pain, physical, social and psychological function. These subgroups had different clinical symptoms and medication profiles, suggesting that FM may be better managed using a more comprehensive assessment of an individual patient's symptoms. SIGNIFICANCE: FM patients can be clustered into four distinct subgroups based on clinically measurable variables - pain, physical involvement, psychological function and social support. These subgroups had different clinical symptoms and medication profiles.
© 2016 European Pain Federation - EFIC®.

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Year:  2016        PMID: 27633925     DOI: 10.1002/ejp.935

Source DB:  PubMed          Journal:  Eur J Pain        ISSN: 1090-3801            Impact factor:   3.931


  14 in total

1.  Cognitive behavioral therapy with and without biofeedback in fibromyalgia: Assessment of functional and clinical change.

Authors:  Leila Govillard; Susana Gorbeña; Ioseba Iraurgi
Journal:  Health Psychol Open       Date:  2022-06-17

2.  Somatic symptom presentations in women with fibromyalgia are differentially associated with elevated depression and anxiety.

Authors:  Katherine Hadlandsmyth; Dana L Dailey; Barbara A Rakel; M Bridget Zimmerman; Carol Gt Vance; Ericka N Merriwether; Ruth L Chimenti; Katharine M Geasland; Leslie J Crofford; Kathleen A Sluka
Journal:  J Health Psychol       Date:  2017-10-27

3.  Long-term outcomes of adolescents with juvenile-onset fibromyalgia into adulthood and impact of depressive symptoms on functioning over time.

Authors:  Susmita Kashikar-Zuck; Natoshia Cunningham; James Peugh; William R Black; Sarah Nelson; Anne M Lynch-Jordan; Megan Pfeiffer; Susan T Tran; Tracy V Ting; Lesley M Arnold; Adam Carle; Jennie Noll; Scott W Powers; Daniel J Lovell
Journal:  Pain       Date:  2019-02       Impact factor: 7.926

4.  Phenotypic profile clustering pragmatically identifies diagnostically and mechanistically informative subgroups of chronic pain patients.

Authors:  Sheila M Gaynor; Andrey Bortsov; Eric Bair; Roger B Fillingim; Joel D Greenspan; Richard Ohrbach; Luda Diatchenko; Andrea Nackley; Inna E Tchivileva; William Whitehead; Aurelio A Alonso; Thomas E Buchheit; Richard L Boortz-Marx; Wolfgang Liedtke; Jongbae J Park; William Maixner; Shad B Smith
Journal:  Pain       Date:  2021-05-01       Impact factor: 7.926

5.  Milnacipran poorly modulates pain in patients suffering from fibromyalgia: a randomized double-blind controlled study.

Authors:  Gisèle Pickering; Nicolas Macian; Noémie Delage; Pascale Picard; Jean-Michel Cardot; Sophia Sickout-Arondo; Fatiha Giron; Christian Dualé; Bruno Pereira; Fabienne Marcaillou
Journal:  Drug Des Devel Ther       Date:  2018-08-10       Impact factor: 4.162

6.  Characterizing classes of fibromyalgia within the continuum of central sensitization syndrome.

Authors:  Fred Davis; Mark Gostine; Bradley Roberts; Rebecca Risko; Joseph C Cappelleri; Alesia Sadosky
Journal:  J Pain Res       Date:  2018-10-23       Impact factor: 3.133

7.  Pain matters for central sensitization: sensory and psychological parameters in patients with fibromyalgia syndrome.

Authors:  Stefanie Rehm; Juliane Sachau; Jana Hellriegel; Julia Forstenpointner; Henrik Børsting Jacobsen; Pontus Harten; Janne Gierthmühlen; Ralf Baron
Journal:  Pain Rep       Date:  2021-03-10

8.  Why do some people with severe chronic pain adhere to walking prescriptions whilst others won't? A cross-sectional study exploring clinical and psychosocial predictors in women with fibromyalgia.

Authors:  Patricia Catala; Sofia Lopez-Roig; Carmen Ecija; Carlos Suso-Ribera; Cecilia Peñacoba Puente
Journal:  Rheumatol Int       Date:  2020-10-13       Impact factor: 2.631

9.  Efficacy of "Attachment-Based Compassion Therapy" in the Treatment of Fibromyalgia: A Randomized Controlled Trial.

Authors:  Jesús Montero-Marín; Mayte Navarro-Gil; Marta Puebla-Guedea; Juan V Luciano; William Van Gordon; Edo Shonin; Javier García-Campayo
Journal:  Front Psychiatry       Date:  2018-01-16       Impact factor: 4.157

10.  Longitudinal stability of fibromyalgia symptom clusters.

Authors:  Tanya L Hoskin; Mary O Whipple; Sanjeev Nanda; Ann Vincent
Journal:  Arthritis Res Ther       Date:  2018-02-27       Impact factor: 5.156

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