| Literature DB >> 35415848 |
Victoria D Powell1,2, Navasuja Kumar1, Andrzej T Galecki1,3, Mohammed Kabeto1, Daniel J Clauw4, David A Williams4, Afton Hassett4, Maria J Silveira1,2.
Abstract
BACKGROUND: Pain, fatigue, and depression frequently co-occur as a symptom cluster. While commonly occurring in those with cancer and autoimmune disease, the cluster is also found in the absence of systemic illness or inflammation. Loneliness is a common psychosocial stressor associated with the cluster cross-sectionally. We investigated whether loneliness predicted the development of pain, fatigue, depression, and the symptom cluster over time.Entities:
Keywords: complex pain; psychosocial stress; quality of life; social support
Mesh:
Year: 2022 PMID: 35415848 PMCID: PMC9378441 DOI: 10.1111/jgs.17796
Source DB: PubMed Journal: J Am Geriatr Soc ISSN: 0002-8614 Impact factor: 7.538
FIGURE 1STROBE flowchart for cohort selection. The study flowchart following the STROBE (strengthening the reporting of observational studies in epidemiology) statement (http://www.strobestatement.org)
Participant characteristics at baseline
| Age in years, mean (SD) | 65.5 (9.2) |
|---|---|
|
| |
| Male | 2381 (39.9%) |
| Female | 3593 (60.1%) |
|
| |
| Non‐Hispanic white | 4372 (73.2%) |
| Non‐Hispanic black | 859 (14.4%) |
| Hispanic | 590 (9.9%) |
| Other | 153 (2.6%) |
|
| |
| No degree | 929 (15.5%) |
| GED/HS | 3224 (54.0%) |
| Some college/2–4 year degree | 1207 (20.2%) |
| Masters/professional degree | 614 (10.3%) |
|
| |
| Living with partner/spouse | 4074 (68.2%) |
| Not living with partner/spouse but living with someone | 692 (11.6%) |
| Living alone | 1208 (20.2%) |
|
| |
| First quartile (<$44,300) | 1493 (25.0%) |
| Second quartile ($44,300–$196,000) | 1495 (25.0%) |
| Third quartile ($196,001–$558,000) | 1493 (25.0%) |
| Fourth quartile (>$558,000) | 1493 (25.0%) |
|
| |
| Hypertension | 3382 (56.6%) |
| Diabetes | 1168 (19.6%) |
| Cancer | 802 (13.4%) |
| Chronic lung disease | 573 (9.6%) |
| Heart disease | 1290 (21.6%) |
| Stroke | 324 (5.42%) |
| Psychiatric problems | 1033 (17.3%) |
| Arthritis | 3533 (59.1%) |
| Total comorbidities, Median (Q1, Q3) | 2.0 (1.0, 3.0) |
|
| 1.3 (1.0, 2.0) |
|
| 1059 (17.7%) |
|
| 1025 (17.2%) |
|
| 748 (12.5%) |
|
| 226 (3.8%) |
Note: Data source: Health and Retirement Study, 2006–2016, n = 5974.
Range 1–3.
Lagged association of loneliness as a time‐varying predictor of pain, fatigue, depression, and cluster of symptoms
| Outcome | OR (95% CI) |
| QIC | OR (95% CI) |
| QIC |
|---|---|---|---|---|---|---|
| Model 1 | Model 2 | |||||
|
| 2.58 (2.12, 3.14) |
| 2205.11 | 2.15 (1.74, 2.67) |
| 2046.93 |
|
|
| |||||
|
| 1.41 (1.26, 1.57) |
| 6833.21 | 1.22 (1.08, 1.37) |
| 6549.57 |
|
|
| |||||
|
| 1.61 (1.45, 1.78 |
| 7445.86 | 1.47 (1.32, 1.65) |
| 7136.07 |
|
|
| |||||
|
| 2.51 (2.20, 2.86) |
| 5310.83 | 2.33 (2.02, 2.68) |
| 5058.63 |
Note: Data source: Health and Retirement Study, 2006–2016, n = 5974. Generalized estimating equations (GEE) logistic regression was used for all models. The absence of the outcome (pain, fatigue, depression, or symptom cluster) was used as the reference group for all models. QIC: quasi‐likelihood under the independence model criterion.
p < 0.0001.
Models 1, 3, 5, and 7 include time‐varying loneliness at previous wave(s) as the primary predictor of the outcome, adjusting for follow‐up time in years and the presence of the outcome at baseline.
Models 2, 4, 6, and 8 include time‐varying loneliness at previous wave(s) as the primary predictor of the outcome, adjusting for follow‐up time in years, the presence of the outcome at baseline, and baseline sociodemographic covariates (age, sex, race/ethnicity, education, total wealth in quartiles, living arrangement and total number of comorbidities).
FIGURE 2Model‐based predicted probabilities of reporting the symptom cluster and individual symptoms (pain, fatigue, and depression) over time for two hypothetical identical populations which vary only in mean loneliness index. The first hypothetical population (in blue) was assigned a mean loneliness index of 1 (indicating lowest level of loneliness) for baseline and follow ‐ up measurements. The second hypothetical population (in red) was assigned a mean loneliness index of 3 (indicating highest level of loneliness) for baseline and follow‐up measurements. Other characteristics were held constant for the two hypothetical populations and included age 62 years, white/non‐Hispanic ethnicity, female sex, high school/GED education level, living with spouse or partner, lowest quartile of total wealth, four comorbidities, and absence of the symptom(s) or symptom cluster at baseline. Solid lines indicate predicted probabilities, with shaded regions indicating 95% confidence interval