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Zhang R, Wang MY, Zhang XQ, Gong YW, Guo YF, Shen JH. Self-care activities mediate self-perceived burden and depression in Chinese patients with type 2 diabetes. World J Psychiatry 2025; 15:104766. [DOI: 10.5498/wjp.v15.i5.104766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 02/27/2025] [Accepted: 03/14/2025] [Indexed: 04/30/2025] Open
Abstract
BACKGROUND Diabetes is becoming increasingly common and has become an important global health issue. In addition to physical damage, diabetes often leads to psychological complications, such as depressive symptoms. Self-care is considered to be the cornerstone of type 2 diabetes mellitus (T2DM) management. This research evaluated depression and explored the associations between self-care activities, self-perceived burden, and depression among T2DM patients in China.
AIM To investigate the self-care activities and the association between depression and self-perceived burden among Chinese inpatients with T2DM.
METHODS A cross-sectional study was conducted in participants with T2DM. The data collected encompassed basic characteristics, diabetes self-care activities, depression levels, and self-perceived burdens. Bootstrapping was utilized to assess the mediating role of diabetes self-care activities.
RESULTS There were 599 T2DM patients in the survey, and 71.8% had been diagnosed with the disease for 1–10 years. There were significant correlations between self-care activities, depression, and self-perceived burden. The significant coefficients for paths a (B = -0.281, P < 0.001) and b (B = -0.041, P < 0.05) suggested negative associations between self-perceived burden and self-care behavior and between self-care activities and depression. The indirect effect (path a × b) of self-perceived burden on depression through self-care behaviors was significant (B = 0.020, P < 0.05), with a 95% bias-corrected bootstrap confidence interval of 0.007–0.036.
CONCLUSION The mediating model presented here highlights the role of self-care activities in exerting both direct and indirect effects on depression in participants with T2DM.
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Affiliation(s)
- Rong Zhang
- Department of Endocrinology, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
| | - Mei-Yan Wang
- Department of Neurosurgery, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
| | - Xue-Qing Zhang
- Department of Nursing, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
| | - You-Wen Gong
- Department of Nursing, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
| | - Ya-Fen Guo
- Department of Nursing, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
| | - Jin-Hua Shen
- Department of Nursing, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
- Department of General Surgery, Changde Hospital, Xiangya School of Medicine, Central South University (The First People’s Hospital of Changde City), Changde 415000, Hunan Province, China
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Elnaem MH, Bukhori NAS, Tengku Mohd Kamil TK, Rahayu S, Ramatillah DL, Elrggal ME. Depression and anxiety in patients with type 2 diabetes in Indonesia and Malaysia: do age, diabetes duration, foot ulcers, and prescribed medication play a role? PSYCHOL HEALTH MED 2025; 30:555-571. [PMID: 39841970 DOI: 10.1080/13548506.2025.2450545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 12/31/2024] [Indexed: 01/24/2025]
Abstract
Patients with type 2 diabetes mellitus (T2DM) are susceptible to mental health issues, impacting medication adherence and diabetes control. This study aimed to evaluate factors associated with depression and anxiety among T2DM patients in Indonesia and Malaysia. A cross-sectional study was conducted in Indonesia and Malaysia from October 2022 to April 2023 among T2DM patients. The study utilised an instrument with patient and disease data and three validated tools to assess depression, anxiety, and medication adherence. Statistical analysis, including binary logistic regression, was performed using SPSS® version 28 software. A study of 606 T2DM patients revealed that 56.5% were at risk of depression, while 41.6% were at risk of anxiety. Older patients with T2DM had lower rates of depression (AOR = 0.41, 0.25-0.68) and anxiety than younger patients. Normal-weight patients were less likely to experience depression and anxiety (AOR = 0.44, 0.27-0.72) than overweight patients. Patients without diabetic foot ulcers had a lower risk of depression (AOR = 0.34, 0.21-0.55) and anxiety than those with foot ulcers. Patients with a shorter duration of diabetes had a higher risk of depression (AOR = 3.27, 1.70-6.30) and anxiety than those with a longer duration. Patients on insulin-based regimens had higher rates of depression and anxiety (AOR = 2.28, 1.20-4.30) than those on metformin-based regimens. Nonadherent patients were more likely to experience depression and anxiety (AOR = 4.30, 2.22-8.32) than patients who adhered to their medication. The prevalence of depression and anxiety is concerning and influenced by factors such as age, diabetes duration, the presence of diabetic foot ulcers, and the prescribed medication regimen. Further efforts are necessary to enhance the mental health of T2DM patients and improve management outcomes.
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Affiliation(s)
- Mohamed Hassan Elnaem
- School of Pharmacy and Pharmaceutical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Nur Aqilah Syuhada Bukhori
- Department of Pharmacy Practice, Kulliyyah of Pharmacy, International Islamic University Malaysia (IIUM), Kuantan, Pahang, Malaysia
| | - Tengku Karmila Tengku Mohd Kamil
- Department of Pharmacy Practice, Kulliyyah of Pharmacy, International Islamic University Malaysia (IIUM), Kuantan, Pahang, Malaysia
| | - Sinta Rahayu
- Faculty of Pharmacy, Universitas 17 Agustus 1945 Jakarta, Jakarta, Indonesia
| | | | - Mahmoud E Elrggal
- Faculty of Medicine Umm Al-Qura University, Al-Qunfudah, Saudi Arabia
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El-Marasy SA, AbouSamra MM, Moustafa PE, Mabrok HB, Ahmed-Farid OA, Galal AF, Farouk H. Anti-depressant effect of Naringenin-loaded hybridized nanoparticles in diabetic rats via PPARγ/NLRP3 pathway. Sci Rep 2024; 14:13559. [PMID: 38866877 PMCID: PMC11169681 DOI: 10.1038/s41598-024-62676-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 05/20/2024] [Indexed: 06/14/2024] Open
Abstract
Naringenin (NAR) has various biological activities but low bioavailability. The current study examines the effect of Naringenin-loaded hybridized nanoparticles (NAR-HNPs) and NAR on depression induced by streptozotocin (STZ) in rats. NAR-HNPs formula with the highest in vitro NAR released profile, lowest polydispersity index value (0.21 ± 0.02), highest entrapment efficiency (98.7 ± 2.01%), as well as an acceptable particle size and zeta potential of 415.2 ± 9.54 nm and 52.8 ± 1.04 mV, respectively, was considered the optimum formulation. It was characterized by differential scanning calorimetry, examined using a transmission electron microscope, and a stability study was conducted at different temperatures to monitor its stability efficiency showing that NAR-HNP formulation maintains stability at 4 °C. The selected formulation was subjected to an acute toxicological test, a pharmacokinetic analysis, and a Diabetes mellitus (DM) experimental model. STZ (50 mg/kg) given as a single i.p. rendered rats diabetic. Diabetic rat groups were allocated into 4 groups: one group received no treatment, while the remaining three received oral doses of unloaded HNPs, NAR (50 mg/kg), NAR-HNPs (50 mg/kg) and NAR (50 mg/kg) + peroxisome proliferator-activated receptor-γ (PPAR-γ) antagonist, GW9662 (1mg/kg, i.p.) for three weeks. Additional four non-diabetic rat groups received: distilled water (normal), free NAR, and NAR-HNPs, respectively for three weeks. NAR and NAR-HNPs reduced immobility time in forced swimming test and serum blood glucose while increasing serum insulin level. They also reduced cortical and hippocampal 5-hydroxyindoeacetic acid, 3,4-Dihydroxy-phenylacetic acid, malondialdehyde, NLR family pyrin domain containing-3 (NLRP3) and interleukin-1beta content while raised serotonin, nor-epinephrine, dopamine and glutathione level. PPAR-γ gene expression was elevated too. So, NAR and NAR-HNPs reduced DM-induced depression by influencing brain neurotransmitters and exhibiting anti-oxidant and anti-inflammatory effects through the activation PPAR-γ/ NLRP3 pathway. NAR-HNPs showed the best pharmacokinetic and therapeutic results.
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Affiliation(s)
- Salma A El-Marasy
- Department of Pharmacology, Medical Research and Clinical Studies Institute, National Research Centre, Giza, Egypt.
| | - Mona M AbouSamra
- Pharmaceutical Technology Department, Pharmaceutical Drug Industries Research Institute, National Research Centre, Giza, Egypt
| | - Passant E Moustafa
- Department of Pharmacology, Medical Research and Clinical Studies Institute, National Research Centre, Giza, Egypt
| | - Hoda B Mabrok
- Nutrition and Food Science Department, Food Industries and Nutrition Research Institute, National Research Centre, Giza, Egypt
| | | | - Asmaa F Galal
- Narcotics, Ergogenics and Poisons Department, Medical Research and Clinical Studies Institute, National Research Centre, Giza, Egypt
| | - Hadir Farouk
- Department of Pharmacology, Medical Research and Clinical Studies Institute, National Research Centre, Giza, Egypt
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Belew MA, Getu RA, Getahun SA, Dessie AM, Abeje ED, Engda AS, Teshome AT, Fita MY, Alemayehu MA, Workie SG. Psychosocial and clinical factors associated with depression among diabetic patients in Amhara region comprehensive specialized hospitals, Ethiopia, 2022; a multicenter prevalence study. Health Sci Rep 2024; 7:e2195. [PMID: 38903662 PMCID: PMC11187876 DOI: 10.1002/hsr2.2195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 05/08/2024] [Accepted: 05/27/2024] [Indexed: 06/22/2024] Open
Abstract
Background Depression commonly coexists with diabetes leads to complications and worsens the outcome. Even though the problem affects low- and middle-income countries including Ethiopia, only a few studies have been done to show the magnitude of the problem and factors associated with it. So, the study was conducted to fill those gaps. Objective The main objective of this study was to assess psychosocial and clinical factors associated with depression among diabetic patients in Amhara region comprehensive specialized hospitals, Ethiopia, 2022. Methods A hospital-based cross-sectional study was conducted in randomly selected hospitals of Amhara region from January 7 to February 10, 2022. A total of 426 diabetic patients who were on outpatient follow-up were selected using a multistage sampling technique. A p-value of ≤0.25 in the bivariable analysis was used to select variables for the multivariable analysis. A p-value < 0.05 within a 95% confidence interval was considered to be significantly associated factors. Result Out of 426 interviewed diabetes patients 203 (47.7%) had depression. Moderate physical activity (AOR = 0.50, 95% CI (0.29, 0.86)). low medication adherence (AOR = 2.10, 95% CI (1.22, 3.62)), medium medication adherence (AOR = 1.78, 95% CI (1.04, 3.06)), and high social support (AOR = 0.54, 95% CI (0.33, 0.91)) were significantly associated with depression among diabetic patients. Conclusion The overall prevalence of depression among diabetic patients was higher than in other developing countries. Hence, special attention to preventing depression and maintaining mental illness among patients with chronic illnesses, especially diabetes should be given.
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Affiliation(s)
- Makda Abate Belew
- Department of Nursing, School of Nursing and Midwifery, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
| | - Rediet Akele Getu
- Department of Nursing, School of Nursing and Midwifery, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
| | - Sewunnet Azezew Getahun
- Department of Midwifery, School of Nursing and Midwifery, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
| | - Anteneh Mengist Dessie
- Department of Public Health, College of Health SciencesDebre Tabor UniversityDebre TaborEthiopia
| | - Eleni Dagnaw Abeje
- Department of Nursing, School of Nursing and Midwifery, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
| | - Abayneh Shewangzaw Engda
- Department of Nursing, School of Nursing and Midwifery, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
| | - Abyot Terefe Teshome
- Department of Internal MedicineFelege‐Hiwot Comprehensive Specialized HospitalBahir DarEthiopia
| | - Muluken Yigezu Fita
- Department of Public Health, College of Medicine and Health ScienceDire Dawa UniversityDire DawaEthiopia
| | - Meron Asmamaw Alemayehu
- Department of Epidemiology, Institute of Public Health, College of Medicine and Health ScienceUniversity of GondarGondarEthiopia
| | - Sewnet G. Workie
- Department of Public Health, School of Public Health, College of Medicine and Health ScienceDebre Berhan UniversityDebre BerhanEthiopia
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Ranjan S, Thakur R. The effect of socioeconomic status, depression, and diabetes symptoms severity on diabetes patient's life satisfaction in India. Sci Rep 2024; 14:12210. [PMID: 38806560 PMCID: PMC11133318 DOI: 10.1038/s41598-024-62814-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 05/21/2024] [Indexed: 05/30/2024] Open
Abstract
Evidence suggests that diabetes is on the rise in India, affecting many people's life satisfaction. Comprehensive estimation of life satisfaction among diabetes patients does not exist in the country. This study examined the effects of socioeconomic status, depression, and diabetes symptoms severity on the life satisfaction of diabetes patients by controlling various demographic variables. It was a cross-sectional study comprising 583 diabetes patients from Punjab, India. Patients were interviewed using a multi-stage purposeful random sampling method. Descriptive analysis and partial least squares structural equation modelling were used in the study to test the hypotheses. Results revealed that socioeconomic status, depression and diabetes symptoms severity significantly influence the life satisfaction of diabetes patients. A 1% drop in diabetes symptoms severity corresponds to a 0.849% increase in life satisfaction, whereas a 1% decrease in depression results in a 0.898% increase in life satisfaction. Patients with higher diabetes symptoms severity were coping with common mental disorders. Women reported higher diabetes symptoms severity and depression than men, resulting in lower life satisfaction. An experimental evaluation of the effects of socioeconomic status, depression and diabetes symptoms severity, and numerous demographic factors on life satisfaction was reported. The findings will help policymakers understand the problem associated with life satisfaction among diabetes patients in the country.
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Affiliation(s)
- Shubham Ranjan
- School of Humanities and Social Sciences, Indian Institute of Technology Mandi, Mandi, India
| | - Ramna Thakur
- School of Humanities and Social Sciences, Indian Institute of Technology Mandi, Mandi, India.
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Ali SY, Seid AM, Hassen K, Abebe ST, Banjaw Z, Ibrahim M. Depression and glycaemic control among adult patients with type 2 diabetes: a cross-sectional study in a comprehensive specialised hospital, Jigjiga, Ethiopia. BMJ Open 2023; 13:e073123. [PMID: 38030246 PMCID: PMC10689400 DOI: 10.1136/bmjopen-2023-073123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 11/07/2023] [Indexed: 12/01/2023] Open
Abstract
OBJECTIVES The primary objective of this study was to evaluate the prevalence of depression and its sociodemographic predictors, clinical predictors and glycaemic control among adult patients with type 2 diabetes at Sheik Hassan Yabare Comprehensive Specialized Hospital (SHYCSH), Jigjiga, Ethiopia. DESIGN A hospital-based cross-sectional study was conducted. SETTING Patients with type 2 diabetes mellitus (T2DM) at Sheik Hassan Yabare Comprehensive Specialized Hospital, for chronic follow-up from 3 October 2022 to 13 November 2022. PARTICIPANTS Randomly selected 278 patients with T2DM age 18 years and older, with a duration of 1 year or more since diagnosis, who had a diabetic follow-up at SHYCSH. MAIN OUTCOME MEASURES Depression was assessed using the Patient Health Questionnaire. RESULTS A total of 263 participants were included, with a response rate of 94.6%. Of the respondents, 134 (51%) were male, making up more than half of the total. The overall prevalence of depression was 47.1% (95% CI 41.1 to 53.2). Depression was further classified, as follows, based on its severity: the majority (66 or 25.1%) had mild depression, followed by 44 (16.7%) with moderate depression, 9 (3.4%) with moderately severe depression and 5 (1.9%) with severe depression. A multivariable logistic regression analysis indicated that poor glycaemic control (adjusted OR (AOR)=1.93; 95% CI 1.05 to 3.53), DM complications (AOR=2.02; 95% CI 1.09 to 3.74) and DM duration of 6-10 years since diagnosis (AOR=2.29; 95% CI 1.21 to 4.34) were independently associated with depression. CONCLUSIONS Our study revealed a significant burden of depression among patients with T2DM receiving follow-up care at the hospital. Glycaemic control, the presence of complications and a longer duration of diabetes were identified as predictors of depression. Therefore, concerned stakeholders should work to improve blood sugar control and promote healthy behaviour, particularly among those with complications or who have been sick for an extended period of time.
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Affiliation(s)
| | | | - Kalkidan Hassen
- Nutrition and Dietetics, Jimma University College of Public Health and Medical Sciences, Jimma, Oromia, Ethiopia
| | - Samuel Taddese Abebe
- Biomedical Science, Jimma University College of Public Health and Medical Sciences, Jimma, Oromia, Ethiopia
| | - Zelalem Banjaw
- Biomedical Science, Jimma University College of Public Health and Medical Sciences, Jimma, Oromia, Ethiopia
| | - Mohammed Ibrahim
- Biomedical Science, Jimma University College of Public Health and Medical Sciences, Jimma, Oromia, Ethiopia
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Al-Ozairi A, Taghadom E, Irshad M, Al-Ozairi E. Association Between Depression, Diabetes Self-Care Activity and Glycemic Control in an Arab Population with Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:321-329. [PMID: 36777315 PMCID: PMC9911899 DOI: 10.2147/dmso.s377166] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 01/20/2023] [Indexed: 02/07/2023] Open
Abstract
PURPOSE Poor self-care behavior and depression are associated with worse glycemic control, but the relationship between these variables is poorly reported. The present study aimed to describe self-care behaviors and explore the association between depression, self-care and glycemic control in people with type 2 diabetes in an Arab population. PATIENTS AND METHODS This study recruited 446 patients with type-2 diabetes from an outpatient clinic in Kuwait and completed assessments of diabetes self-care using the Summary of Diabetes Self-Care Activities (SDSCA) questionnaire and depression using the Patients Health Questionnaire-9 (PHQ-9) scales. Multiple linear regression models were used to determine the associations between depression, self-care behaviors and glycemic control. RESULTS Self-care behaviors were highest for medication taking (92.9%), an average for foot care (61.4%), blood glucose testing (60%) and healthy diet (55.7%), and lowest for exercise (27.1%). Depression, poor self-care activities and poor HbA1c levels were inter-correlated in univariate analysis (p< 0.03). In regression analysis, following healthful eating (B= -0.27, p< 0.001), general eating plan (B= -0.21, p= 0.01), more space carbohydrates evenly throughout the day (B= - 0.17, p= 0.03) and exercise at least 30 minutes (B= -0.17, p= 0.02) behaviors were associated with better HbA1c levels. However, depression was associated with poor scores of following a general eating plan (B= -0.20, p= 0.03), space carbohydrates evenly throughout the day (B= -0.21, p= 0.05), and exercising at least 30 minutes (B= -0.24, p= 0.03) behaviors. Depression scores were also associated with poor HbA1c levels (B= 0.32, p= 0.03). However, this association no longer persists after mutual adjustment with following a healthy diet (B= 0.14, p= 0.38) and exercise (B = 0.26, p = 0.08) behaviors. CONCLUSION Self-care activity was less than fifty percent in people with type 2 diabetes and higher activity was associated with better glycemic control. However, depression adversely affects self-care behaviors. To maintain and achieve glycemic control, diabetes educators might motivate people with type 2 diabetes to enhance their self-care activities, particularly those with depression symptoms and poor compliance with self-care activities.
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Affiliation(s)
- Abdullah Al-Ozairi
- Department of Psychiatry, Faculty of Medicine, Kuwait University, Safat, Kuwait
- Al-Amiri Hospital, Ministry of Health, Kuwait City, Kuwait
| | - Etab Taghadom
- Al-Amiri Hospital, Ministry of Health, Kuwait City, Kuwait
- Dasman Diabetes Institute, Dasman, Kuwait
| | | | - Ebaa Al-Ozairi
- Dasman Diabetes Institute, Dasman, Kuwait
- Department of Medicine, Faculty of Medicine, Kuwait University, Safat, Kuwait
- Correspondence: Ebaa Al-Ozairi, Dasman Diabetes Institute, PO Box 1180, Dasman, 15462, Kuwait, Email
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Fan Y, Zhao L, Deng Z, Li M, Huang Z, Zhu M, Xu W. Non-linear association between Mediterranean diet and depressive symptom in U.S. adults: A cross-sectional study. Front Psychiatry 2022; 13:936283. [PMID: 35911213 PMCID: PMC9334730 DOI: 10.3389/fpsyt.2022.936283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 06/27/2022] [Indexed: 11/23/2022] Open
Abstract
The Mediterranean diet (MED), a dietary pattern rich in fruits and vegetables, whole grains, legumes, nuts, fish, and olive oil, has anti-oxidative and anti-inflammatory effects. Although some data suggest that MED adherence is associated with decreased manifestation of depressive symptoms, it remains necessary to further analyze this apparent non-linear association as well as the influence of different factors on the relationship between MED and depression. Here, we investigated associations between the alternate MED (aMED) score and depressive symptom via multivariate logistic regression, weighted generalized additive (GAM) and two-step linear regression models, analyzing data from the 2005-2018 National Health and Nutrition Examination Survey (NHANES). The most important factor relevant to aMED score that contributed to the prevalence of depressive symptom was assessed using random forest. Furthermore, we examined whether the relationship between aMED score and depressive symptom differs by age, race, sex, socioeconomic variables, lifestyle- and health-related variables, and chronic medical conditions, via subgroup analyses. A total of 19,477 participants (20-80 years of age) were included in this cross-sectional study. In crude and adjusted (1-5) multivariate logistic regression models, increased aMED score was noted to associate with non-depressive status, as defined using the Patient Health Questionnaire-9 (P < 0.05). Data analyses via GAM and two-piecewise linear regression revealed a non-linear association between aMED and depressive symptom, which had an inflection point of 3. Random forest results revealed that vegetable score contributes greatest to the relationship between aMED and depressive symptom. Subgroup analyses revealed that aMED score is significantly negatively related with depressive symptom in most different populations (P < 0.05) with the exception of high annual income, diabetes, borderline blood glucose level and Parkinson's disease (PD) (P > 0.05). In conclusion, we observed a non-linear association between aMED score and depressive symptom. Further studies are needed to validate our results.
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Affiliation(s)
- Yaohua Fan
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Lijun Zhao
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Zhiyuan Deng
- Gaozhou Hospital of Traditional Chinese Medicine, Gaozhou, China
| | - Mengzhu Li
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Zifeng Huang
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Meiling Zhu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
| | - Wenhua Xu
- Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
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