Cargando…

Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings

BACKGROUND: The pattern and extent of clustering of comorbid pain conditions with vulvodynia is largely unknown. However, elucidating such patterns may improve our understanding of the underlying mechanisms involved in these common causes of chronic pain. We sought to describe the pattern of comorbi...

Descripción completa

Detalles Bibliográficos
Autores principales: Nguyen, Ruby HN, Veasley, Christin, Smolenski, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3636807/
https://www.ncbi.nlm.nih.gov/pubmed/23637555
http://dx.doi.org/10.2147/JPR.S42940
_version_ 1782267367986823168
author Nguyen, Ruby HN
Veasley, Christin
Smolenski, Derek
author_facet Nguyen, Ruby HN
Veasley, Christin
Smolenski, Derek
author_sort Nguyen, Ruby HN
collection PubMed
description BACKGROUND: The pattern and extent of clustering of comorbid pain conditions with vulvodynia is largely unknown. However, elucidating such patterns may improve our understanding of the underlying mechanisms involved in these common causes of chronic pain. We sought to describe the pattern of comorbid pain clustering in a population-based sample of women with diagnosed vulvodynia. METHODS: A total of 1457 women with diagnosed vulvodynia self-reported their type of vulvar pain as localized, generalized, or both. Respondents were also surveyed about the presence of comorbid pain conditions, including temporomandibular joint and muscle disorders, interstitial cystitis, fibromyalgia, chronic fatigue syndrome, irritable bowel syndrome, endometriosis, and chronic headache. Age-adjusted latent class analysis modeled extant patterns of comorbidity by vulvar pain type, and a multigroup model was used to test for the equality of comorbidity patterns using a comparison of prevalence. A two-class model (no/single comorbidity versus multiple comorbidities) had the best fit in individual and multigroup models. RESULTS: For the no/single comorbidity class, the posterior probability prevalence of item endorsement ranged from 0.9% to 24.4%, indicating a low probability of presence. Conversely, the multiple comorbidity class showed that at least two comorbid conditions were likely to be endorsed by at least 50% of women in that class, and irritable bowel syndrome and fibromyalgia were the most common comorbidities regardless of type of vulvar pain. Prevalence of the multiple comorbidity class differed by type of vulvar pain: both (37.6% prevalence, referent), generalized (21.6% prevalence, adjusted odds ratio 0.41, 95% confidence interval 0.27–0.61), or localized (12.5% prevalence, adjusted odds ratio 0.31, 95% confidence interval 0.21–0.47). CONCLUSION: This novel work provides insight into potential shared mechanisms of vulvodynia by describing that a prominent comorbidity pattern involves having both irritable bowel syndrome and fibromyalgia. In addition, the prevalence of a multiple comorbidity class pattern increases with increasing severity of vulvar pain.
format Online
Article
Text
id pubmed-3636807
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Dove Medical Press
record_format MEDLINE/PubMed
spelling pubmed-36368072013-05-01 Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings Nguyen, Ruby HN Veasley, Christin Smolenski, Derek J Pain Res Original Research BACKGROUND: The pattern and extent of clustering of comorbid pain conditions with vulvodynia is largely unknown. However, elucidating such patterns may improve our understanding of the underlying mechanisms involved in these common causes of chronic pain. We sought to describe the pattern of comorbid pain clustering in a population-based sample of women with diagnosed vulvodynia. METHODS: A total of 1457 women with diagnosed vulvodynia self-reported their type of vulvar pain as localized, generalized, or both. Respondents were also surveyed about the presence of comorbid pain conditions, including temporomandibular joint and muscle disorders, interstitial cystitis, fibromyalgia, chronic fatigue syndrome, irritable bowel syndrome, endometriosis, and chronic headache. Age-adjusted latent class analysis modeled extant patterns of comorbidity by vulvar pain type, and a multigroup model was used to test for the equality of comorbidity patterns using a comparison of prevalence. A two-class model (no/single comorbidity versus multiple comorbidities) had the best fit in individual and multigroup models. RESULTS: For the no/single comorbidity class, the posterior probability prevalence of item endorsement ranged from 0.9% to 24.4%, indicating a low probability of presence. Conversely, the multiple comorbidity class showed that at least two comorbid conditions were likely to be endorsed by at least 50% of women in that class, and irritable bowel syndrome and fibromyalgia were the most common comorbidities regardless of type of vulvar pain. Prevalence of the multiple comorbidity class differed by type of vulvar pain: both (37.6% prevalence, referent), generalized (21.6% prevalence, adjusted odds ratio 0.41, 95% confidence interval 0.27–0.61), or localized (12.5% prevalence, adjusted odds ratio 0.31, 95% confidence interval 0.21–0.47). CONCLUSION: This novel work provides insight into potential shared mechanisms of vulvodynia by describing that a prominent comorbidity pattern involves having both irritable bowel syndrome and fibromyalgia. In addition, the prevalence of a multiple comorbidity class pattern increases with increasing severity of vulvar pain. Dove Medical Press 2013-04-18 /pmc/articles/PMC3636807/ /pubmed/23637555 http://dx.doi.org/10.2147/JPR.S42940 Text en © 2013 Nguyen et al, publisher and licensee Dove Medical Press Ltd. This is an Open Access article which permits unrestricted noncommercial use, provided the original work is properly cited.
spellingShingle Original Research
Nguyen, Ruby HN
Veasley, Christin
Smolenski, Derek
Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title_full Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title_fullStr Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title_full_unstemmed Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title_short Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
title_sort latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3636807/
https://www.ncbi.nlm.nih.gov/pubmed/23637555
http://dx.doi.org/10.2147/JPR.S42940
work_keys_str_mv AT nguyenrubyhn latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings
AT veasleychristin latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings
AT smolenskiderek latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings