Subgroups of pelvic pain are differentially associated with endometriosis and inflammatory comorbidities: a latent class analysis

被引:3
|
作者
Ghiasi, Marzieh [1 ]
Chang, Chi [1 ,2 ]
Shafrir, Amy L. [3 ,4 ,5 ,6 ]
Vitonis, Allison F. [4 ,5 ,6 ,7 ]
Sasamoto, Naoko [4 ,7 ]
Vazquez, Ana I. [1 ,8 ]
DiVasta, Amy D. [3 ,4 ,5 ,6 ]
Upson, Kristen [1 ]
Sieberg, Christine B. [4 ,9 ,10 ,11 ]
Terry, Kathryn L. [4 ,7 ,12 ]
Holzman, Claudia B. [1 ]
Missmer, Stacey A. [3 ,4 ,5 ,6 ,12 ,13 ]
机构
[1] Michigan State Univ, Coll Human Med, Dept Epidemiol & Biostat, 909 Wilson Rd,Room B601, E Lansing, MI 48824 USA
[2] Michigan State Univ, Off Med Educ Res & Dev, E Lansing, MI USA
[3] Boston Childrens Hosp, Dept Pediat, Div Adolescent & Young Adult Med, Boston, MA USA
[4] Harvard Med Sch, Boston, MA USA
[5] Boston Childrens Hosp, Boston Ctr Endometriosis, Boston, MA USA
[6] Brigham & Womens Hosp, Boston, MA USA
[7] Brigham & Womens Hosp, Obstet & Gynecol Epidemiol Ctr, Dept Obstet Gynecol & Reprod Biol, Boston, MA USA
[8] Michigan State Univ, Inst Quantitat Hlth Sci & Engn, E Lansing, MI USA
[9] Boston Childrens Hosp, Dept Psychiat & Behav Sci, Biobehav Pain Innovat Lab, Boston, MA USA
[10] Boston Childrens Hosp, Pain & Affect Neurosci Ctr, Dept Anesthesiol Crit Care & Pain Med, Boston, MA USA
[11] Harvard Med Sch, Dept Psychiat, Boston, MA USA
[12] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[13] Michigan State Univ, Coll Human Med, Dept Obstet Gynecol & Reprod Biol, Grand Rapids, MI USA
关键词
Pelvic pain; Chronic pain; Latent class analysis; Subgroups; Phenotyping; AUXILIARY VARIABLES; NOCIPLASTIC PAIN; WOMEN; CLASSIFICATION; NUMBER; RISK; STEP; LIFE;
D O I
10.1097/j.pain.0000000000003218
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Patient subgroups defined by pelvic pain symptoms were identified based on clustering patterns using latent class analysis. Associations between these 5 latent-class-defined pain clusters and inflammatory and pain-associated comorbidities suggest shared pathways and clinically informative subgrouping. Chronic pelvic pain is heterogeneous with potentially clinically informative subgroups. We aimed to identify subgroups of pelvic pain based on symptom patterns and investigate their associations with inflammatory and chronic pain-related comorbidities. Latent class analysis (LCA) identified subgroups of participants (n = 1255) from the Adolescence to Adulthood (A2A) cohort. Six participant characteristics were included in the LCA: severity, frequency, and impact on daily activities of both menstruation-associated (cyclic) and non-menstruation-associated (acyclic) pelvic pain. Three-step LCA quantified associations between LC subgroups, demographic and clinical variables, and 18 comorbidities (10 with prevalence >= 10%). Five subgroups were identified: none or minimal (23%), moderate cyclic only (28%), severe cyclic only (20%), moderate or severe acyclic plus moderate cyclic (9%), and severe acyclic plus severe cyclic (21%). Endometriosis prevalence within these 5 LCA-pelvic pain-defined subgroups ranged in size from 4% in "none or minimal pelvic pain" to 24%, 72%, 70%, and 94%, respectively, in the 4 pain subgroups, with statistically significant odds of membership only for the latter 3 subgroups. Migraines were associated with significant odds of membership in all 4 pelvic pain subgroups relative to those with no pelvic pain (adjusted odds ratios = 2.92-7.78), whereas back, joint, or leg pain each had significantly greater odds of membership in the latter 3 subgroups. Asthma or allergies had three times the odds of membership in the most severe pain group. Subgroups with elevated levels of cyclic or acyclic pain are associated with greater frequency of chronic overlapping pain conditions, suggesting an important role for central inflammatory and immunological mechanisms.
引用
收藏
页码:2119 / 2129
页数:11
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