| Literature DB >> 29523117 |
Shannon Stark Taylor1, Jaime M Hughes2, Cynthia J Coffman2,3, Amy S Jeffreys2, Christi S Ulmer2,3, Eugene Z Oddone2,3, Hayden B Bosworth2,3, William S Yancy2,3, Kelli D Allen2,4.
Abstract
BACKGROUND: Few studies have examined patterns of specific sleep problems among individuals with osteoarthritis (OA). The primary objective of this study was to examine prevalence of symptoms of insomnia and obstructive sleep apnea (OSA) among Veterans with OA. Secondary objectives were to assess proportions of individuals with insomnia and OSA symptoms who may have been undiagnosed and to examine Veterans' characteristics associated with insomnia and OSA symptoms.Entities:
Keywords: Chronic pain; Insomnia; Obstructive sleep apnea; Osteoarthritis; Sleep disturbance; Veterans
Mesh:
Year: 2018 PMID: 29523117 PMCID: PMC5845198 DOI: 10.1186/s12891-018-1993-y
Source DB: PubMed Journal: BMC Musculoskelet Disord ISSN: 1471-2474 Impact factor: 2.362
Participant demographic and clinical characteristics
| Participant Characteristics ( | M (SD)/ % (N) |
|---|---|
| Age | 61.1 (9.2) |
| Gender | |
| Male | 91% (273) |
| Race | |
| Non-Hispanic White | 50% (150) |
| Education | |
| Some College Education | 73% (219) |
| Self-Rated Health | |
| Excellent, Very Good, or Good | 62% (186) |
| BMI | 33.8 (5.9) |
| PTSD Diagnosis | 28% (84) |
| WOMAC Paina | 10.2 (4.0) |
| Depressive Symptomsb | 6.8 (5.4) |
| # Joints with Arthritis Symptoms | 6.2 (3.6) |
| Opioid Use | 30% (88) |
| Years with OA Symptoms | 14.5 (12.6) |
| Insomnia severity | |
| ISI | 11.4 (8.0) |
| Obstructive sleep apnea risk | |
| High risk per BQ | 66% (198) |
BMI body mass index, PTSD post-traumatic stress disorder, WOMAC Western Ontario and McMaster Universities Osteoarthritis Index, OSA obstructive sleep apnea
aPossible Range = 0–20
bPossible Range = 0–24
2 participants are missing ISI and Berlin scores, 1 participant is missing a WOMAC pain score, and 4 patients are missing a PHQ-8 score. 4 participants are missing data on opioid use
Fig. 1Visual representation of frequencies of individuals screening positive for OSA, insomnia, or both. Two individuals had missing ISI scores and two individuals had missing BQ scores
Bivariate and Multivariable Linear Regression Models of Insomnia (ISI) Scores
| Bivariate and Multivariable Linear Regression Models of Insomnia (ISI) Scores | ||||||
|---|---|---|---|---|---|---|
| Bivariate Model | Multivariable Model | |||||
| Estimate (SE) | 95% CI |
| Estimate (SE) | 95% CI |
| |
| Age | −0.29 (0.05) | − 0.38, − 0.19 | <.001 | −0.09 (0.04) | − 0.16, − 0.02 | .01 |
| Gender | ||||||
| Male | 1.34 (1.59) | −1.78, 4.46 | .40 | −0.20 (1.07) | −2.30, 1.89 | .85 |
| Race | ||||||
| Non-Hispanic White | −3.07 (0.91) | −4.86, −1.28 | .001 | −0.19 (0.65) | −1.47, 1.08 | .76 |
| Self-Rated Health | ||||||
| Excellent, Very Good, or Good | −5.82 (0.89) | −7.58, −4.07 | <.001 | −0.82 (0.73) | −2.26, 0.62 | .26 |
| BMI | 0.11 (0.08) | −0.04, 0.27 | .15 | −0.06 (0.06) | −0.17, 0.06 | .34 |
| PTSD Diagnosis | 5.65 (0.98) | 3.73, 7.57 | <.001 | 1.68 (0.73) | 0.25, 3.11 | .02 |
| WOMAC Pain | 1.05 (0.10) | 0.85, 1.25 | <.001 | 0.36 (0.10) | 0.17, 0.55 | <.001 |
| Depressive Symptoms | ||||||
| PHQ-8 | 1.10 (0.06) | 0.99, 1.22 | .001 | 0.84 (0.07) | 0.70, 0.98 | <.001 |
| # Joints with Arthritis | 0.49 (0.12) | 0.25, 0.74 | < 0.001 | 0.07 (0.09) | −0.11, 0.25 | .44 |
| Opioid Use | 3.38 (0.99) | 1.42, 5.33 | < 0.001 | 0.18 (0.71) | −1.23, 1.58 | 0.81 |
All bivariate models had 2 missing observations. Otherwise, the unadjusted model with the model with WOMAC Pain has 1 additional missing observation and the model with PHQ-8 and the model with opioid use have 4 additional missing observations. The multivariable model has 11 missing observations. Negative scores associated with less insomnia symptoms. Higher WOMAC scores indicate greater pain. Self-rated health was recoded into a binary variable: excellent, very good, and good health vs. fair/poor health
Bivariate and Multivariable Models of “High Risk” for Sleep Apnea (BQ)
| Bivariate and Multivariable Models of “High Risk” for Sleep Apnea (BQ) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Low Risk | High Risk | Bivariate Model | Multivariable Model | |||||
| N = 198 | ||||||||
| M (SD)/ % (N) | M (SD)/ % (N) | OR | 95% CI |
| OR | 95% CI |
| |
| Age | 63.40 (9.47) | 59.76 (8.74) | 0.96 | 0.93, 0.98 | .002 | 0.97 | 0.94, 1.00 | .08 |
| Gender | ||||||||
| Male | 88% (88) | 92% (182) | 1.55 | 0.70, 3.42 | .28 | 2.46 | 0.94, 6.43 | .07 |
| Race | ||||||||
| Non-Hispanic White | 52% (52) | 49% (97) | 0.89 | 0.55, 1.43 | .62 | 1.52 | 0.83, 2.76 | .18 |
| Self-Rated Health | ||||||||
| Excellent, Very Good, or Good | 76% (78) | 54% (107) | 0.38 | 0.22, 0.65 | <.001 | 0.60 | 0.30, 1.18 | .14 |
| BMI | 31.93 (4.46) | 34.8 (6.23) | 1.11 | 1.06, 1.17 | <.001 | 1.13 | 1.06, 1.21 | <.001 |
| PTSD Diagnosis | 18% (18) | 34% (67) | 2.33 | 1.29, 4.20 | .005 | 1.84 | 0.90, 3.75 | .09 |
| WOMAC Pain | 9.13 (3.77) | 10.73 (3.90) | 1.11 | 1.04, 1.19 | .001 | 0.99 | 0.91, 1.08 | .83 |
| Depressive Symptoms | ||||||||
| PHQ-8 | 4.32 (4.25) | 7.94 (5.37) | 1.17 | 1.10, 1.24 | <.001 | 1.12 | 1.05, 1.20 | .002 |
| # Joints with Arthritis | 5.54 (3.14) | 6.52 (3.70) | 1.09 | 1.01, 1.17 | 0.03 | 1.07 | 0.98, 1.17 | .13 |
| Opioid Use | 29% (28) | 30% (60) | 1.08 | 0.63, 1.84 | 0.78 | 0.51 | 0.26, 0.99 | .05 |
All unadjusted models have 2 missing values because 2 participants did not complete the BQ. Otherwise, the unadjusted model with the model with WOMAC Pain has 1 additional missing observation and the model with PHQ-8 and the model with opioid use have 4 additional missing observations. The multivariable model has 11 missing observations. Higher WOMAC scores indicate greater pain. Self-rated health was recoded into a binary variable: excellent, very good, and good health vs. fair/poor health