Clustering Analysis Identifies Two Subgroups of Women with FM with Different ... Features ... 2022 Fernández-de-las-Peñas et al

Discussion in ''Conditions related to ME/CFS' news and research' started by Andy, Dec 27, 2022.

  1. Andy

    Andy Committee Member

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    Location:
    Hampshire, UK
    Full title: Clustering Analysis Identifies Two Subgroups of Women with Fibromyalgia with Different Psychological, Cognitive, Health-Related and Physical Features but Similar Widespread Pressure Pain Sensitivity

    Abstract

    Objective
    Since identification of groups of patients can help to better understand risk factors related to each group and to improve personalized therapeutic strategies, this study aimed to identify subgroups (clusters) of women with fibromyalgia syndrome (FMS) according to pain-related, related-disability, neuro-physiological, cognitive, health-related, psychological or physical features.

    Methods
    Demographic, pain-related, sensory-related, related-disability, psychological, health-related, cognitive, and physical variables were collected in 113 women with FMS. Widespread pressure pain thresholds (PPTs) were also assessed. K-means clustering was used to identify groups of women without any previous assumption.

    Results
    Two clusters exhibiting similar widespread sensitivity to pressure pain (PPTs) but differing in the remaining variables were identified. Overall, women in one cluster exhibited higher pain intensity and related-disability, more sensitization-associated and neuropathic pain symptoms, higher kinesiophobia, hypervigilance and catastrophism levels, worse sleep quality, higher anxiety/depressive levels, lower health-related function, and worse physical function than women in the other cluster.

    Conclusions
    Cluster analysis identified one group of women with FMS exhibiting worse sensory, psychological, cognitive and health-related features. Widespread sensitivity to pressure pain seems to be a common feature of FMS. Current results suggest that this group of women with FMS may need to be treated differently.

    Paywall, https://academic.oup.com/painmedicine/advance-article-abstract/doi/10.1093/pm/pnac206/6960932
     
    oldtimer and Peter Trewhitt like this.
  2. rvallee

    rvallee Senior Member (Voting Rights)

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    12,998
    Location:
    Canada
    This forest has trees of many sizes, so clearly it is not just one forest but many forests.

    It's pretty odd seeing so many fibromyalgia papers recently, looks like the newest juicy target, that make zero connection to Long Covid. None at all. Just straight up never. It's not like with ME where it's uncomfortably discussed and variably presented as "similar", or "mimicking" or whatever.
     

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