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Patterns of activity correlate with symptom severity in major depressive disorder patients. Transl Psychiatry 2022; 12:226. [PMID: 35654778 PMCID: PMC9163191 DOI: 10.1038/s41398-022-01989-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 05/19/2022] [Accepted: 05/25/2022] [Indexed: 11/24/2022] Open
Abstract
Objective measures, such as activity monitoring, can potentially complement clinical assessment for psychiatric patients. Alterations in rest-activity patterns are commonly encountered in patients with major depressive disorder. The aim of this study was to investigate whether features of activity patterns correlate with severity of depression symptoms (evaluated by Montgomery-Åsberg Rating Scale (MADRS) for depression). We used actigraphy recordings collected during ongoing major depressive episodes from patients not undergoing any antidepressant treatment. The recordings were acquired from two independent studies using different actigraphy systems. Data was quality-controlled and pre-processed for feature extraction following uniform procedures. We trained multiple regression models to predict MADRS score from features of activity patterns using brute-force and semi-supervised machine learning algorithms. The models were filtered based on the precision and the accuracy of fitting on training dataset before undergoing external validation on an independent dataset. The features enriched in the models surviving external validation point to high depressive symptom severity being associated with less complex activity patterns and stronger coupling to external circadian entrainers. Our results bring proof-of-concept evidence that activity patterns correlate with severity of depressive symptoms and suggest that actigraphy recordings may be a useful tool for individual evaluation of patients with major depressive disorder.
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Morres ID, Tzouma NA, Hatzigeorgiadis A, Krommidas C, Kotronis KV, Dafopoulos K, Theodorakis Y, Comoutos N. Exercise for perinatal depressive symptoms: A systematic review and meta-analysis of randomized controlled trials in perinatal health services. J Affect Disord 2022; 298:26-42. [PMID: 34728280 DOI: 10.1016/j.jad.2021.10.124] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Revised: 09/14/2021] [Accepted: 10/20/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Exercise improves perinatal depressive (PD) symptoms, but reports call for more robust evidence. This systematic review and meta-analysis aimed at synthesizing evidence exclusively from randomized controlled trials (RCTs) examining the effects of exercise on PD symptoms in women recruited through perinatal health services. METHODS Nine e-databases and fifteen systematic reviews were searched for relevant RCTs. Exercise-specific tools extracted/coded data. A meta-analysis using a random effects model (Standardized Mean Difference [SMD]) investigated the effects of exercise on PD scores post-intervention. RESULTS From 285 records, 14 RCTs (2.025 participants) were considered eligible including two RCTs with clinically diagnosed PD women. Exercise showed a statistically significant, small, overall antidepressant effect (SMD = -0.21, 95% CI = -0.31, -0.11, p = 0.0001) with low/non-significant heterogeneity (Q = 17.82, I 2 = 16%, p = 0.27). Only the fail-safe criterion recorded marginally significant publication bias, but trim-fill analysis added no study. Sensitivity analyses increased the overall effect in RCTs showing lower risk of bias or delivering ≥150 min/week moderate intensity aerobic exercise. Subgroup analyses revealed significant antidepressant effects for exercise across various settings, delivery formats, depressive symptoms severities and outcome measures used. Heterogeneity was low/non-significant in all analyses (I 2 ≤ 50%). Hedges' g corrections did not influence the results. LIMITATIONS Study limitations include the small number of available trials and clinically diagnosed PD samples and the variety of exercise modalities. CONCLUSIONS Exercise improved PD symptoms, especially in RCTs with lower risk of bias or with ≥150 min/day moderate intensity aerobic exercise interventions. Findings are clinically useful but more RCTs for clinically diagnosed PD women are needed for firmer conclusions.
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Affiliation(s)
- Ioannis D Morres
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece.
| | - Natalia-Antigoni Tzouma
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece
| | - Antonis Hatzigeorgiadis
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece
| | - Charalampos Krommidas
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece
| | | | - Konstantinos Dafopoulos
- Department of Obstetrics and Gynecology, School of Health Sciences, Faculty of Medicine, University of Thessaly, Larissa, Greece
| | - Yannis Theodorakis
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece
| | - Nikolaos Comoutos
- Department of Physical Education and Sport Science, School of Physical Education, Sport & Dietetics, University of Thessaly, Trikala, Greece
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Zhang D, Pettee Gabriel K, Sidney S, Sternfeld B, Jacobs Jr D, Whitaker KM. Longitudinal bidirectional associations of physical activity and depressive symptoms: The CARDIA study. Prev Med Rep 2021; 23:101489. [PMID: 34336558 PMCID: PMC8318903 DOI: 10.1016/j.pmedr.2021.101489] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 07/03/2021] [Indexed: 11/24/2022] Open
Abstract
Significant inverse bidirectional associations were found between self-reported MVPA and depressive symptoms. No associations were observed between accelerometer MVPA estimates and depressive symptoms. Both self-reported and accelerometer-estimated MVPA are valid, but may capture different aspects of the activity profile.
Depression affects many aspects of health and may be attenuated through increases in physical activity. While bidirectional associations between physical activity (PA) and depressive symptoms have been examined, few studies have examined these associations using both self-reported and accelerometer-estimated measures. Using data from Years 20 (2005–06, age 38–50) and 30 of the Coronary Artery Risk Development in Young Adults (CARDIA) study (N = 2,871), the bidirectional associations between moderate to vigorous intensity physical activity (MVPA) and depressive symptoms were examined using a cross-lagged panel model. Differences in the observed associations by physical activity assessment method were also examined. An inverse bidirectional association between self-reported MVPA and depressive symptoms was found. In subsequent analyses stratified by intensity category, higher levels of vigorous intensity physical activity at baseline, but not moderate intensity physical activity were associated with lower levels of depressive symptoms at the 10-year follow-up (ϕ = −0.04, p < 0.01; ϕ = −0.03, p = 0.15, respectively). A 10-year increase in self-reported MVPA was associated with a 10-year decrease in depressive symptoms. No associations were observed between accelerometer MVPA estimates and depressive symptoms. These findings may support the notion that each assessment method captures related, but also unique, aspects of physical activity behavior. When possible, future studies should explore measures of association by each physical activity assessment method to gain a better understanding of the complex relationship between physical activity and health.
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Affiliation(s)
- Dong Zhang
- University of Arkansas for Medical Sciences, USA
- Corresponding author at: Department of Family and Preventive Medicine, University of Arkansas for Medical Sciences, 521 Jack Stephens Drive #350, Little Rock, AR 72205-7199, USA.
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Kim JS, Choe JP, Park JH, Yoo E, Lee JM. The Comparison of Physical Activity, Sedentary Behavior, and Mental Health between Early Menopausal Women and Age-Matched General Middle-Aged Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18147256. [PMID: 34299707 PMCID: PMC8306056 DOI: 10.3390/ijerph18147256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 07/01/2021] [Accepted: 07/05/2021] [Indexed: 11/20/2022]
Abstract
The current study is to examine the differences in physical activity (PA), sedentary behavior (SB), and mental health (i.e., stress, depression, and suicidal behaviors) between early menopausal women and age-matched general middle-aged women. Among 1348 participants in South Korea, 674 participants who experienced menopause before the age of 45 were defined as the early menopausal group, and 674 women who experienced menopause from 45 years to 55 years were classified as the general group by matching age based on early menopausal women. PA, SB, and mental health were evaluated by using the Global Physical Activity Questionnaire (GPAQ). An independent t-test was used to compare the associations of PA, SB, and mental health between the two groups. To demonstrate the predictors of early menopause, variables in the study were analyzed by multinomial logistic regression. The main findings were that moderate-to-vigorous PA (MVPA) and light PA (LPA) had significant differences between the two groups, but SB had no significant differences. In mental health, only perceived stress had significant differences in this study. The moderate level of stress in the early menopausal group was twice as high as that of the general group, and the severe level of stress was even 2.6 times higher than the general group. PA plays an essential role in mitigating the causes of mortality and the risk of various chronic diseases and improving quality of life; thus, the main findings of this study could be important to provide insights on the corresponding impact between early menopausal women and PA to encourage their healthy lifestyle. Further longitudinal studies are needed to examine the mechanisms underlying the effects of PA, SB, and mental health on early menopausal women.
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Affiliation(s)
- Ji-Su Kim
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Gi-heung-gu, Yongin-si 17014, Korea; (J.-S.K.); (J.-P.C.); (J.-H.P.)
| | - Ju-Pil Choe
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Gi-heung-gu, Yongin-si 17014, Korea; (J.-S.K.); (J.-P.C.); (J.-H.P.)
| | - Jeong-Hui Park
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Gi-heung-gu, Yongin-si 17014, Korea; (J.-S.K.); (J.-P.C.); (J.-H.P.)
| | - Eunhye Yoo
- Department of Physical Education, Seoul National University, 1 Gwanakro, Gwanakgu, Seoul 08826, Korea;
| | - Jung-Min Lee
- Graduate School of Physical Education, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Gi-heung-gu, Yongin-si 17014, Korea; (J.-S.K.); (J.-P.C.); (J.-H.P.)
- Sports Science Research Center, Kyung Hee University (Global Campus), 1732 Deokyoungdaero, Giheung-gu, Yongin-si 17014, Korea
- Correspondence:
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Sokić J, Popov S, Dinić BM, Rastović J. Effects of Physical Activity and Training Routine on Mental Health During the COVID-19 Pandemic and Curfew. Front Psychol 2021; 12:624035. [PMID: 34149509 PMCID: PMC8211437 DOI: 10.3389/fpsyg.2021.624035] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 05/07/2021] [Indexed: 01/07/2023] Open
Abstract
This research aimed to explore the effects of physical activity and training routine on mental health during the COVID-19 pandemic and the proclaimed emergency state and curfew. To measure the mental health components of psychological distress and subjective well-being, two studies were conducted on different samples: Study 1 during the beginning of curfew in Serbia (N = 678) and Study 2 during the ending phase (N = 398). The results of Study 1 showed that elite athletes as well as those with high level of physical activity experienced the lowest distress. Furthermore, effects of the changes in the training routine on distress among physically active individuals depended on the level of sports participation with elite athletes who reduced trainings showing lower anxiety compared to recreational athletes who reduced trainings as well or kept the same training routine. Thus, we could conclude that in the early stage of the pandemic, elite athletes showed better mental health and adaptability to the crisis situation. Results of Study 2 showed that although all the participants had decreased well-being during the curfew, compared to the period before the pandemic and the curfew, there were no differences in well-being between elite and recreational athletes, who had higher well-being compared to non-athletes. However, this effect held both before and during the curfew showing that physically active individuals did not additionally benefit from this decrease compared to the non-active. Furthermore, athletes who became physically inactive showed lower well-being compared to those who kept the same training routine. Thus, in the later stage of the pandemic, prolonged physical inactivity had negative effects on mental health.
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Affiliation(s)
- Jelena Sokić
- Department of Psychology, Faculty of Sport and Tourism, Educons University, Novi Sad, Serbia
| | - Stanislava Popov
- Department of Psychology, Faculty of Sport and Tourism, Educons University, Novi Sad, Serbia
| | - Bojana M Dinić
- Department of Psychology, Faculty of Philosophy, University of Novi Sad, Novi Sad, Serbia
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Morres ID, Galanis E, Hatzigeorgiadis A, Androutsos O, Theodorakis Y. Physical Activity, Sedentariness, Eating Behaviour and Well-Being during a COVID-19 Lockdown Period in Greek Adolescents. Nutrients 2021; 13:1449. [PMID: 33923341 PMCID: PMC8147023 DOI: 10.3390/nu13051449] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 04/13/2021] [Accepted: 04/21/2021] [Indexed: 01/11/2023] Open
Abstract
Adolescents' daily life has dramatically changed during the COVID-19 era due to the social restrictions that have been imposed, including closures of schools, leisure centers and sport facilities. The purpose of this study was to examine levels of well-being and mood and their relations with physical (in)activity and eating behaviors in adolescents during a lockdown period in Greece. A total of 950 adolescents (Mean Age = 14.41 years ± 1.63) participated in a web-based survey while education was conducted online and organized sport activities were interrupted. Participants showed poor well-being, insufficient physical activity levels and moderate scores of healthy eating behavior. Hierarchical regression analysis showed that, after controlling for the effect of gender and body mass index, increased physical activity and healthier eating behavior predicted better well-being (b = 0.24, p < 0.01 and b = 0.19, p < 0.01, respectively), whereas sedentariness predicted worse well-being (b = -0.16, p < 0.01). Furthermore, it was revealed that days of physical activity per week was a stronger predictor of well-being than minutes of physical activity per week, and that both in-house and out-of-house physical activity were beneficial. Considering that well-being in our study was below the threshold recommended by the World Health Organization as indicative of possible depressive symptoms, measures to increase physical activity, decrease sedentariness and improve eating behavior should become a priority for communities and policy makers.
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Affiliation(s)
- Ioannis D. Morres
- Department of Physical Education and Sport Science, University of Thessaly, 42100 Trikala, Greece; (I.D.M.); (E.G.); (Y.T.)
| | - Evangelos Galanis
- Department of Physical Education and Sport Science, University of Thessaly, 42100 Trikala, Greece; (I.D.M.); (E.G.); (Y.T.)
| | - Antonis Hatzigeorgiadis
- Department of Physical Education and Sport Science, University of Thessaly, 42100 Trikala, Greece; (I.D.M.); (E.G.); (Y.T.)
| | - Odysseas Androutsos
- Department of Nutrition and Dietetics, University of Thessaly, 42132 Trikala, Greece;
| | - Yannis Theodorakis
- Department of Physical Education and Sport Science, University of Thessaly, 42100 Trikala, Greece; (I.D.M.); (E.G.); (Y.T.)
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Imboden C, Gerber M, Beck J, Holsboer-Trachsler E, Pühse U, Hatzinger M. Aerobic exercise or stretching as add-on to inpatient treatment of depression: Similar antidepressant effects on depressive symptoms and larger effects on working memory for aerobic exercise alone. J Affect Disord 2020; 276:866-876. [PMID: 32739704 DOI: 10.1016/j.jad.2020.07.052] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 05/19/2020] [Accepted: 07/05/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND Aerobic exercise (AE) has positive effects on symptom severity and cognitive symptoms of depression. Since data on AE as add-on to inpatient treatment in depression is still scarce, we conducted this double-blind randomized controlled study. METHODS Patients aged between 18 and 60 years were recruited into the study if Hamilton Depression Rating Scale 17 (HDRS-17) score was >16. Participants were randomly assigned to either AE or basic stretching activities (control), which took place 3x/week for 6 weeks. Primary outcome was depression severity as assessed with the HDRS-17 and the Beck Depression Inventory (BDI). Further physiological and psychological variables and cognitive performance were assessed as secondary outcomes. RESULTS Forty-two patients were included in the analysis (exercise: n = 22; control: n = 20). Regardless of group allocation, we found a significant short-term time effect for symptom-severity (HDRS17: p<0.001, η²=0.70; BDI: p<0.001, η²=0.51), mental toughness (p<0.001, η²=0.32), physical self-description endurance score (p = 0.013, η²=0.16), cognitive flexibility (p = 0.013, η²=0.14), and body mass index (BMI) (p = 0.006, η²=0.19). Working memory showed a significant time by group interaction in favor of AE (p = 0.043, η²=0.10). Short-term effects on symptom severity, mental toughness and BMI remained stable across the 6-month follow-up period. Finally, self-reported physical activity increased significantly from baseline to follow-up (p = 0.014, η²=0.15). LIMITATIONS The sample-size is rather small. The control intervention might have been too active as to find a time by group interaction for symptom severity. CONCLUSIONS AE was associated with comparably large depression alleviation vs. stretching and with add-on benefits on working memory.
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Affiliation(s)
- Christian Imboden
- Psychiatric Services Solothurn, Solothurn, Switzerland, and University of Basel, Basel, Switzerland; Private Clinic Wyss, Muenchenbuchsee, Switzerland.
| | - Markus Gerber
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Johannes Beck
- Psychiatric University Hospital, University of Basel, Basel, Switzerland; Private Clinic Sonnenhalde, Riehen, Switzerland
| | | | - Uwe Pühse
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Martin Hatzinger
- Psychiatric Services Solothurn, Solothurn, Switzerland, and University of Basel, Basel, Switzerland
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