| Literature DB >> 35353896 |
Yugo Morita1,2, Hiromu Ito1,3, Shuji Kawaguchi2, Kohei Nishitani1, Shinichiro Nakamura1, Shinichi Kuriyama1, Yoshihiro Sekine4, Yasuharu Tabara2, Fumihiko Matsuda2, Shuichi Matsuda1.
Abstract
OBJECTIVES: This study aimed to evaluate the changes in knee pain, a dominant cause of physical disability, following the coronavirus disease (COVID-19) pandemic, and to identify factors affecting the changes in knee pain.Entities:
Keywords: COVID-19; Osteoarthritis; knee pain; pandemic; population cohort
Year: 2022 PMID: 35353896 PMCID: PMC8992315 DOI: 10.1093/mr/roac022
Source DB: PubMed Journal: Mod Rheumatol ISSN: 1439-7595 Impact factor: 3.023
Figure 1.Spearman’s correlation coefficients between each answer to the questionnaires.
Pre- and post-COVID-19 KSS.
| Whole participants | Female over 65 years old | Male over 65 years old | Female under 65 years old | Male under 65 years old | Female | Male | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Number of participants | 6409 | 2190 | 1262 | 2234 | 723 | |||||||
| Score | SD | Score | SD | Score | SD | Score | SD | Score | SD |
|
| |
| Pre-COVID-19 | 22.0 | 4.4 | 21.0 | 5.0 | 21.7 | 4.7 | 22.9 | 3.6 | 23.2 | 3.5 | <.001 | <.001 |
| Post-COVID-19 | 19.5 | 6.4 | 17.9 | 7.0 | 18.5 | 6.7 | 21.3 | 5.3 | 21.0 | 5.6 | <.001 | <.001 |
| Change in KSS | −2.5 | 5.5 | −3.1 | 6.0 | −3.2 | 6.0 | −1.6 | 4.7 | −2.2 | 5.2 | <.001 | <.001 |
|
| <.001 | <.001 | <.001 | <.001 | <.001 | |||||||
Result of pre- and post-COVID-19 KSS.
Significant difference between pre- and post-COVID-19 KSS was tested using Wilcoxon signed-rank test.
Significant differences in the KSS and KSS change following the COVID-19 between group over 65 years old and group under 65 years old was tested using the Mann–Whitney U test.
Figure 2.KSS stratified by sex and age.
Figure 3.Prevalence of knee pain stratified by age. Bar plot showing prevalence of knee pain divided every 5 years at each KSS cut-off (KSS ≤ 24, ≤20, ≤15, or ≤10).
Figure 4.Predicted KSS pain score by sex and age. Line graphs showing estimated KSS total score and subscores from age by quasi-Poisson regression model (solid lines and dotted lines) and 95% confidence interval. (shading zones) Dotted line with blue shading zone showing pre-COVID-19 male estimated KSS, dotted line with red shading zone showing pre-COVID-19 female estimated KSS, solid line with blue shading zone showing post-COVID-19 male estimated KSS, solid line with red shading zone showing post-COVID-19 female estimated KSS.
Answer to each questionnaire.
| Number of responses | |||||
|---|---|---|---|---|---|
| Questionnaire | 1 | 2 | 3 | 4 | 5 |
| Pre-COVID-19 activity score | 410 | 1567 | 1698 | 1164 | 965 |
| Post-COVID-19 activity score | 754 | 2100 | 1540 | 779 | 631 |
| Educational level | 3 | 923 | 2701 | 2177 | – |
| Physical impact | 129 | 498 | 3022 | 1798 | 357 |
| Psychological impact | 122 | 382 | 1808 | 2748 | 744 |
| Financial impact | 93 | 360 | 3372 | 1444 | 535 |
| Work styles | 99 | 359 | 3095 | 1724 | 527 |
| Social interaction | 118 | 358 | 1909 | 2650 | 769 |
| Family relationships | 139 | 612 | 3503 | 1288 | 262 |
Table 2 showing distribution of answer to each questionnaire.
Activity score, (1) Only indoor walking, (2) ∼3000 steps, (3) 3000–5000 steps, (4) 5000–7000 steps, and (5) more than 7000 steps; Educational level, (1) Educational institution, (2) Early secondary educational institution, (3) Post-secondary educational institution, and (4) Higher education institution; COVID-19 impact from each perspective, (1) A very positive impact, (2) Some positive impact, (3) Can’t say either, (4) Some negative impact, and (5) A very negative impact.
Correlation between quintile of change in KSS and each measurement in single-factor model and multi-factor model.
| Whole participants | Female over | Male over | Female under | Male under | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Number of participants | 5804 | 1860 | 1143 | 2097 | 704 | |||||
| Variables | β |
| β |
| β |
| Β |
| β |
|
| Single-factor model | ||||||||||
| Pre-COVID-19 activity score | 0.053 | .004 | 0.081 | .019 | 0.025 | .563 | 0.047 | .124 | 0.071 | .155 |
| Post-COVID-19 activity score | 0.049 | .007 | 0.057 | .108 | 0.047 | .279 | 0.066 | .033 | 0.029 | .546 |
| Educational level | 0.083 | <.001 | 0.028 | .416 | 0.176 | <.001 | 0.100 | .013 | 0.134 | .032 |
| Physical impact | −0.022 | .225 | −0.032 | .306 | −0.014 | .728 | −0.035 | .283 | 0.016 | .774 |
| Psychological impact | −0.017 | .360 | −0.004 | .900 | −0.038 | .359 | −0.027 | .425 | 0.015 | .793 |
| Financial impact | −0.061 | .001 | −0.046 | .213 | −0.086 | .042 | −0.088 | .005 | −0.008 | .858 |
| Work styles | −0.047 | .011 | −0.042 | .248 | −0.121 | .008 | −0.045 | .135 | −0.037 | .422 |
| Social interaction | −0.029 | .108 | −0.016 | 0.629 | −0.038 | .363 | −0.038 | .233 | −0.086 | .103 |
| Family relationships | −0.032 | .082 | −0.009 | 0.786 | −0.024 | .575 | −0.043 | .160 | −0.072 | .199 |
| Multi-factor model | ||||||||||
| Post-COVID-19 activity score | 0.048 | .008 | 0.055 | .126 | 0.057 | .189 | 0.064 | .037 | 0.026 | .589 |
| Educational level | 0.081 | <.001 | 0.025 | .469 | 0.176 | <.001 | 0.096 | .017 | 0.138 | .028 |
| Physical impact | 0.003 | .921 | −0.052 | .300 | 0.084 | .199 | −0.015 | .729 | 0.034 | .632 |
| Psychological impact | 0.023 | .424 | 0.063 | .249 | −0.043 | .527 | 0.026 | .580 | 0.060 | .429 |
| Financial impact | −0.050 | .030 | −0.037 | .476 | −0.034 | .568 | −0.081 | .028 | 0.010 | .861 |
| Work styles | −0.015 | .555 | −0.021 | .698 | −0.121 | .073 | 0.005 | .891 | 0.001 | .992 |
| Social interaction | −0.012 | .645 | −0.009 | .861 | 0.015 | .814 | −0.018 | .674 | −0.101 | .154 |
| Family relationships | −0.016 | .465 | 0.010 | .819 | 0.014 | .800 | −0.020 | .559 | −0.059 | .382 |
Result of single-factor model and multi-factor model; General linear model that was controlled for sex and age by including the estimated change in KSS between pre- and post-COVID-19 survey as covariates. To facilitate interpretability, all scores were standardized. In multi-factor analysis, pre-COVID-19 activity score was excluded from the multi-factor model because of the strong correlation.