scholarly journals An Empirical Classification of Chronic Pain Subgroups in Pediatric Sickle Cell Disease: A Cluster-Analytic Approach

Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 491-491
Author(s):  
Soumitri Sil ◽  
Alison Manikowski ◽  
Mallory Schneider ◽  
Lindsey L Cohen ◽  
Carlton D. Dampier

Abstract Introduction: Youth with sickle cell disease (SCD) and chronic pain are a heterogeneous group with variability in their daily pain experience and physical and psychosocial functioning. We aimed to 1) empirically derive chronic pain subgroups based on sensory pain characteristics using cluster analysis within a sample of youth with chronic SCD pain, and 2) investigate derived subgroups for differences in sociodemographics, clinical characteristics, and psychosocial and functional outcomes. We hypothesized that chronic SCD pain subgroups with higher sensory pain experiences would be associated with poorer functional and psychosocial outcomes. Methods: Children and adolescents receiving care at comprehensive SCD clinics at three tertiary care locations within a southeast children's hospital were included if they were aged 10-18 years, any SCD genotype, reported chronic pain (i.e., pain on most days per month for a duration of at least 3 months), and had English fluency. Youth were excluded if they had comorbid medical conditions typically associated with pain but unrelated to SCD or had significant cognitive or developmental limitations that would interfere with study procedures. Patients completed a battery of patient-reported outcomes including pain characteristics (i.e., intensity, frequency, and the Adolescent Pediatric Pain Tool to assess number of pain locations and pain quality descriptors), PROMIS Pediatric Short Forms for pain interference, anxiety, and depressive symptoms, the Adolescent Sleep Wake Scale for sleep quality, and the Pain Catastrophizing Scale. Clinical characteristics and healthcare utilization outcomes were abstracted from electronic medical records including number of inpatient admissions for pain and emergency department visits for pain in the prior 12 months. Chronic SCD pain subgroups were based on sensory pain characteristics including pain intensity ratings, pain frequency, number of body sites affected by pain, and pain quality descriptors. Hierarchical cluster analysis informed the number of clusters at the patient level. K-means cluster analysis was used to assign patients to clusters once the number of clusters was established. Clusters were compared on sociodemographics, clinical characteristics, healthcare utilization, and child psychosocial and functional outcomes. Results: Youth (n=62) were on average (M) 13.9 years old (SD=2.5), 56% female, 95% Black or African American, and 85% Non-Hispanic/Latinx. Most (75%) had HbSS or HbSβ 0 and 67% were prescribed hydroxyurea. Hierarchical cluster analysis and k-means clustering supported a 2-cluster solution (see Figure 1). Cluster 1 (n=35; Frequent, Moderate Pain) was distinguished by significantly lower scores on worst pain intensity (M=6.4, SD=0.4), lower number of pain days per month (M=12.1, SD=2.8), fewer number of body sites affected by pain (M=8.9, SD=0.9), and lower pain quality ratings (M=15.9, SD=1.3). Cluster 2 (n=27; Almost Daily, High Pain) represented patients who reported high ratings of worst pain intensity (M=8.2, SD=0.3), daily to almost daily pain (M=20.3, SD=1.7), higher number of body sties affected by pain (M=12.5, SD=1.5), and higher ratings of pain quality (M=40.8, SD=1.9) (all p's <.05). There were no differences between chronic SCD pain subgroups by sociodemographics (e.g., age, sex, family income), clinical characteristics (e.g., genotype, history of avascular necrosis, disease-modifying treatments, prescribed long-acting opioids, neuropathic medications, or antidepressants), or healthcare utilization. Patients in the Almost Daily High Pain subgroup reported significantly higher pain interference, depressive symptoms, and pain catastrophizing compared to patients in the Frequent, Moderate Pain subgroup (see Table 1). There were no differences between subgroups on anxiety or sleep quality. Conclusions: Two subgroups of chronic SCD pain were identified based on pain, psychosocial, and functional outcomes. Beyond sensory pain characteristics, pain interference, depressive symptoms, and pain catastrophizing were the only variables that best differentiated the chronic SCD pain subgroups. These empirically derived subgroups are comparable to other non-SCD chronic pain subgroups in pediatrics and adults. Identifying homogenous chronic SCD pain subtypes can inform tailored assessment and management of chronic pain. Figure 1 Figure 1. Disclosures No relevant conflicts of interest to declare.

2017 ◽  
Vol 14 (1) ◽  
pp. 91-97 ◽  
Author(s):  
Ivan S.K. Thong ◽  
Gabriel Tan ◽  
Mark P. Jensen

AbstractObjectivesChronic pain is a significant problem worldwide and is associated with significant elevations in negative affect, depressive symptoms, sleep problems, and physical dysfunction. Positive affect could potentially buffer the impact of pain on patient functioning. If it does, then positive affect could be directly targeted in treatment to benefit individuals with chronic pain. The purpose of this study was to test for such moderating effects.MethodsThis was a cross-sectional study, we administered measures of pain intensity, depressive symptoms, sleep problems, pain interference, and positive and negative affect to 100 individuals with chronic back or knee pain in a single face-to-face assessment session.ResultsThe associations between pain intensity and negative affect, and between pain intensity and depressive symptoms were moderated by positive affect. This moderation effect was explained by the fact that participants with low positive affect evidenced strong associations between pain intensity and both depression and negative affect; participants with high positive affect, on the other hand, evidenced weak and non-significant associations between pain intensity and both depression and negative affect. Positive affect did not moderate the associations between pain intensity and either sleep problems or pain interference.ConclusionThe findings are consistent with the possibility that positive affect may buffer the impact of pain intensity on negative affect and depressive symptoms. Longitudinal and experimental research is needed to determine the potential benefits of treatments that increase positive affect on negative affect and depressive symptoms in chronic pain populations.ImplicationsThe study findings suggest the possibility that “positive psychology” interventions which increase positive affect could benefit individuals with chronic pain by reducing the impact of pain on negative outcomes. Research to test this possibility is warranted.


2017 ◽  
Vol 17 (1) ◽  
pp. 41-48 ◽  
Author(s):  
Mark P. Jensen ◽  
Ester Solé ◽  
Elena Castarlenas ◽  
Mélanie Racine ◽  
Rubén Roy ◽  
...  

AbstractBackground and aimsTrait behavioral inhibition represents a tendency to react with negative emotions - primarily worry - to cues which signal potential threats. This tendency has been hypothesized by a two-factor model of chronic pain to have direct effects on psychological and physical function in individuals with chronic pain, as well as to influence the associations between pain-related maladaptive cognitions and function. Our aim was to test these hypothesized associations in a sample of individuals who were being screened for possible interdisciplinary chronic pain treatment.MethodsEighty-eight patients referred to an interdisciplinary chronic pain management program were administered measures of average pain intensity, trait behavioral inhibition, kinesiophobia, pain catastrophizing, depressive symptoms, and pain interference. We then performed two linear regression analyses to evaluate the direct effects of trait behavioral inhibition on depressive symptoms and pain interference and the extent to which behavioral inhibition moderated the associations between kinesiophobia and pain catastrophizing, and the criterion variables.ResultsIn partial support of the study hypotheses, the results showed significant (and independent) direct effects of trait behavioral inhibition on depressive symptoms, and behavioral inhibition moderated the association between kinesiophobia and depression, such that there were stronger associations between kinesiophobia and depressive symptoms in those with higher dispositional sensitivity to fear-inducing stimuli. However, neither direct nor moderating effects of behavioral inhibition emerged in the prediction of pain interference.ConclusionsIf replicated in additional studies, the findings would indicate that chronic pain treatments which target both reductions in maladaptive cognitions (to decrease the direct negative effects of these on depressive symptoms) and the individual’s tendency to respond to pain with worry (as a way to buffer the potential effects of maladaptive cognitions on depressive symptoms) might be more effective than treatments that targeted only one of these factors.ImplicationsAdditional research is needed to further evaluate the direct and moderating effects of pain-related behavioral inhibition on function, as well as the extent to which treatments which target behavioral inhibition responses provide benefits to individuals with chronic pain.


2017 ◽  
Vol 17 (1) ◽  
pp. 390-396 ◽  
Author(s):  
John A. Sturgeon ◽  
Maisa S. Ziadni ◽  
Zina Trost ◽  
Beth D. Darnall ◽  
Sean C. Mackey

AbstractBackground and purposePrevious research has highlighted the importance of cognitive appraisal processes in determining the nature and effectiveness of coping with chronic pain. Two of the key variables implicated in appraisal of pain are catastrophizing and perceived injustice, which exacerbate the severity of pain-related distress and increase the risk of long-term disability through maladaptive behavioural responses. However, to date, the influences of these phenomena have not been examined concurrently, nor have they been related specifically to quality of life measures, such as life satisfaction.MethodsUsing data froman online survey of330 individuals with chronic pain, structural path modelling techniques were used to examine the independent effects of pain catastrophizing, perceived injustice, and average pain intensity on life satisfaction. Two potential mediators of these relationships were examined: depressive symptoms and pain-related interference.ResultsResults indicated that depressive symptoms fully mediated the relationship between pain catastrophizing and life satisfaction, and pain interference fully mediated the relationship between pain intensity and life satisfaction. Both depressive symptoms and pain interference were found to significantly mediate the relationship between perceived injustice and life satisfaction, but perceived injustice continued to demonstrate a significant and negative relationship with life satisfaction, above and beyond the other study variables.ConclusionsThe current findings highlight the distinct affective and behavioural mediators of pain and maladaptive cognitive appraisal processes in chronic pain, and highlight their importance in both perceptions of pain-related interference and longer-term quality of life.


Author(s):  
Melissa A Day ◽  
Rhonda M Williams ◽  
Aaron P Turner ◽  
Dawn M Ehde ◽  
Mark P Jensen

Abstract Background Chronic pain in Veterans is a major problem compounded by comorbid posttraumatic stress disorder (PTSD) and depression. Adopting a transdiagnostic framework to understanding “shared territory” among these diagnoses has the potential to inform our understanding of the underlying cognitive processes and mechanisms that transverse diagnostic boundaries. Purpose To examine the associations between pain-related cognitive processes (diversion, distancing, absorption, and openness), pain intensity, PTSD and depressive symptoms, and the extent to which Veterans with chronic pain with and without comorbid PTSD and depression engage in different/similar pain-related cognitive processes. Methods Secondary analysis of pretreatment data with a subsample (n = 147) of Veterans with chronic pain from a larger clinical trial. Pretreatment PCL-5 and PROMIS Depression scales were used to categorize participants into three groups: (a) Pain-only; (b) Pain-PTSD; and (c) Pain-PTSD-DEP. Results Compared to the Pain-only group, the Pain-PTSD and Pain-PTSD-DEP groups reported significantly greater pain intensity, PTSD and depressive symptoms, and ruminative pain absorption. The Pain-PTSD-DEP group had significantly lower pain diversion and pain openness scores. When diversion and openness were used within the Pain-PTSD-DEP group, however, they were both associated with lower pain intensity and openness was additionally associated with lower PTSD scores. However, in the Pain-PTSD group, pain openness was associated with higher depression scores. Conclusions Across increasing complexity of comorbidity profiles (i.e., one vs. two comorbid conditions), ruminative absorption with pain emerged as a cognitive process that transverses diagnoses and contributes to worse outcomes. Nonjudgmental acceptance may not be universally beneficial, potentially depending upon the nature of comorbidity profiles.


2019 ◽  
Vol 29 (1) ◽  
pp. 91-97 ◽  
Author(s):  
A. Brandauer ◽  
S. Berger ◽  
N. Freywald ◽  
I. Gnass ◽  
J. Osterbrink ◽  
...  

Abstract Aim Quality of life is an essential outcome parameter in geriatric research and presents an important indicator for the evaluation of care treatments. The present study analyses potential impact factors on health-related quality of life (HRQOL) of nursing home residents (NHR) who are in pain. Methods Data came from the cRCT ‘PIASMA’. Statistical analyses of 146 respondents were carried out by multiple linear regressions based on the EQ-5D index (Euroquol Quality of Life) as dependent variable. Potential impact factors were applied and categorised in five blocks: pain intensity and interference (according to the Brief Pain Inventory), intervention effect, sex and age, pain-related diagnoses, and scales regarding depressive symptoms and cognitive impairment (based on the Geriatric Depression Scale and the Mini-Mental State Examination). Results On average, residents showed a pain intensity of 18.49, a pain interference of 29.61, a MMSE score of 22.84, a GDS score of 5.65 and an EQ-5D index of 0.52. Residents with more diagnoses, more depressive symptoms, and a higher pain interference showed a significantly reduced HRQOL. Conclusion Findings underline the importance of identifying and applying treatment options for both pain (especially interference) and depressive disorders to maintain HRQOL of NHR.


2021 ◽  
Vol 0 (0) ◽  
Author(s):  
Eveline Matthews ◽  
Maeve Muldoon ◽  
Norma O’Keeffe ◽  
Kevin F. McCarthy

Abstract Objectives Social deprivation is associated with a higher prevalence of chronic pain in children and an under-representation in specialist paediatric chronic pain programs. Our primary objective was to determine if there was a relationship between social deprivation and paediatric chronic pain referrals in Ireland. Secondary objectives included analysing for differences between deprivation groups in pain characteristics and function that are recorded at first clinic visit. Methods Families attending the national paediatric complex pain service in Dublin, Ireland, complete questionnaires on pain characteristics, parental pain catastrophizing, and pain-related disability including sleep quality and school attendance. We retrospectively reviewed records from between February 2016 and November 2019 on 288 patients. Social deprivation was assessed using the Pobal HP Deprivation Index, which is based on data from the Irish national census. Results Referrals followed a normal distribution across deprivation grades. Children in the disadvantaged group had a longer duration of pain, greater use of screens at bedtime, and longer sleep onset latency. Parents in the disadvantaged group had significantly higher levels of parental pain catastrophizing. Conclusions In Ireland, while paediatric chronic pain referrals were normally distributed across deprivation group, the disadvantaged group was different in several ways that may be clinically significant. Further work will be needed to determine the longitudinal relationship between these factors before and after the referral and initial review. Screening for, and targeting, potential risk factors for pain chronicity may be needed to harmonize treatment outcomes in children from socially disadvantaged families.


1998 ◽  
Vol 17 (5) ◽  
pp. 421-427 ◽  
Author(s):  
JoAnne E. Epping-Jordan ◽  
Dennis R. Wahlgren ◽  
Rebecca A. Williams ◽  
Sheri D. Pruitt ◽  
Mark A. Slater ◽  
...  

Pain ◽  
2009 ◽  
Vol 147 (1) ◽  
pp. 147-152 ◽  
Author(s):  
Elizabeth J. Richardson ◽  
Timothy J. Ness ◽  
Daniel M. Doleys ◽  
James H. Baños ◽  
Leanne Cianfrini ◽  
...  

2006 ◽  
Vol 11 (4) ◽  
pp. 225-233 ◽  
Author(s):  
Dean A Tripp ◽  
Elizabeth G VanDenKerkhof ◽  
Margo McAlister

BACKGROUND: Canadian chronic pain prevalence estimates range from 11% to 66%, are affected by sampling and measurement bias, and largely represent urban settings.OBJECTIVES: To estimate chronic pain prevalence and factors associated with pain in southeastern Ontario, a region with a larger rural than urban residence.METHODS: A systematic sampling with a random start was used to contact households. A telephone-administered questionnaire using the Graded Chronic Pain Scale, with questions on health care and medication use, health status, depression and demographics, was administered to consenting adults (18 to 94 years of age; mean age 50.2±16.6 years).RESULTS: The response rate was 49% (1067 of 2167), with 76% reporting some pain over the past six months. Low pain intensity with low pain interference prevalence was 34% (grade I), high pain intensity with low pain interference was 26% (grade II), and high pain intensity with high pain interference was 17% (grades III and IV). Of those reporting pain, 49% reported chronic pain (ie, pain for a minimum of 90 days over the past six months) representing 37% of the sample. Being female, unmarried, lower income, poorer self-reported health status and rural residence were associated with increasing pain. Once depression was considered in this pain analysis, residence was no longer significant. Lower rates of health care utilization were reported by rural residents. In those reporting the highest pain grades, poor health, greater medication and health care use, depression and more pain sites were associated with higher odds for pain-related disability.CONCLUSION: There is an elevated prevalence of pain in this almost equally split rural/urban region. Further examination of health care utilization and depression is suggested in chronic pain prevalence research.


Sign in / Sign up

Export Citation Format

Share Document