Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings
Ruby HN Nguyen,1 Christin Veasley,2 Derek Smolenski1,3 1Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, 2National Vulvodynia Association, Silver Spring, MD, 3National Center for Telehealth and Technology, Defense Centers of Excellence...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Dove Medical Press
2013-04-01
|
Series: | Journal of Pain Research |
Online Access: | http://www.dovepress.com/latent-class-analysis-of-comorbidity-patterns-among-women-with-general-a12815 |
id |
doaj-6b9ba57ea14f4cf1aac54e4ca6c03253 |
---|---|
record_format |
Article |
spelling |
doaj-6b9ba57ea14f4cf1aac54e4ca6c032532020-11-25T00:47:53ZengDove Medical PressJournal of Pain Research1178-70902013-04-012013default303309Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findingsNguyen RHNVeasley CSmolenski DRuby HN Nguyen,1 Christin Veasley,2 Derek Smolenski1,3 1Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, 2National Vulvodynia Association, Silver Spring, MD, 3National Center for Telehealth and Technology, Defense Centers of Excellence, Department of Defense, Tacoma, WA, USA 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. Keywords: vulvodynia, generalized, localized, comorbidityhttp://www.dovepress.com/latent-class-analysis-of-comorbidity-patterns-among-women-with-general-a12815 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nguyen RHN Veasley C Smolenski D |
spellingShingle |
Nguyen RHN Veasley C Smolenski D Latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings Journal of Pain Research |
author_facet |
Nguyen RHN Veasley C Smolenski D |
author_sort |
Nguyen RHN |
title |
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_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_sort |
latent class analysis of comorbidity patterns among women with generalized and localized vulvodynia: preliminary findings |
publisher |
Dove Medical Press |
series |
Journal of Pain Research |
issn |
1178-7090 |
publishDate |
2013-04-01 |
description |
Ruby HN Nguyen,1 Christin Veasley,2 Derek Smolenski1,3 1Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, 2National Vulvodynia Association, Silver Spring, MD, 3National Center for Telehealth and Technology, Defense Centers of Excellence, Department of Defense, Tacoma, WA, USA 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. Keywords: vulvodynia, generalized, localized, comorbidity |
url |
http://www.dovepress.com/latent-class-analysis-of-comorbidity-patterns-among-women-with-general-a12815 |
work_keys_str_mv |
AT nguyenrhn latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings AT veasleyc latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings AT smolenskid latentclassanalysisofcomorbiditypatternsamongwomenwithgeneralizedandlocalizedvulvodyniapreliminaryfindings |
_version_ |
1725258083725213696 |