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Hiefner AR, Raman S, Woods SB. Family Support and Type 2 Diabetes Self-management Behaviors in Underserved Latino/a/x Patients. Ann Behav Med 2024; 58:477-487. [PMID: 38795386 DOI: 10.1093/abm/kaae023] [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] [Indexed: 05/27/2024] Open
Abstract
BACKGROUND Latino/a/x families experience persistent Type 2 diabetes mellitus (T2DM) disparities, including higher rates of diagnosis and mortality due to disease complications than their non-Hispanic White counterparts. Though greater social support is associated with improved disease outcomes for Latino/a/x patients with diabetes, research has yet to identify the specific pathways through which social support, and specifically family support, influences self-management. PURPOSE This study tested a theoretical model highlighting the mechanisms and pathways linking social support and physical health. Specifically, self-efficacy and depression were tested as psychological pathways connecting family support to diabetes self-management behaviors and diabetes morbidity in Latino/a/x patients with T2DM. METHODS Data from 177 patients were analyzed using structural equation modeling. Measures included diabetes-specific family support needed and received, depressive symptoms, self-efficacy in diabetes management, diabetes self-management behaviors, health appraisal, and hemoglobin A1c. RESULTS Greater diabetes-specific family support was significantly associated with more frequent engagement in diabetes self-management behaviors, both directly (p < .001) and through diabetes self-efficacy's partial mediation of this relationship (p = .013). Depression was not significantly associated with either family support (support received, p = .281; support needed, p = .428) or self-management behaviors (p = .349). CONCLUSIONS Family support and diabetes self-efficacy may be important modifiable psychosocial factors to target via integrated care interventions aimed at supporting Latino/a/x patients with T2DM. Future research is needed to test empirically based, culturally adapted interventions to reduce T2DM-related health disparities in this population.
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Affiliation(s)
- Angela R Hiefner
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Shivani Raman
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Sarah B Woods
- University of Texas Southwestern Medical Center, Dallas, TX, USA
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Hoogendoorn CJ, Krause-Steinrauf H, Uschner D, Wen H, Presley CA, Legowski EA, Naik AD, Golden SH, Arends VL, Brown-Friday J, Krakoff JA, Suratt CE, Waltje AH, Cherrington AL, Gonzalez JS. Emotional Distress Predicts Reduced Type 2 Diabetes Treatment Adherence in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Diabetes Care 2024; 47:629-637. [PMID: 38227900 PMCID: PMC10973907 DOI: 10.2337/dc23-1401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/18/2023] [Indexed: 01/18/2024]
Abstract
OBJECTIVE We examined longitudinal associations between emotional distress (specifically, depressive symptoms and diabetes distress) and medication adherence in Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), a large randomized controlled trial comparing four glucose-lowering medications added to metformin in adults with relatively recent-onset type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND METHODS The Emotional Distress Substudy assessed medication adherence, depressive symptoms, and diabetes distress in 1,739 GRADE participants via self-completed questionnaires administered biannually up to 3 years. We examined baseline depressive symptoms and diabetes distress as predictors of medication adherence over 36 months. Bidirectional visit-to-visit relationships were also examined. Treatment satisfaction, beliefs about medication, diabetes care self-efficacy, and perceived control over diabetes were evaluated as mediators of longitudinal associations. RESULTS At baseline, mean ± SD age of participants (56% of whom were White, 17% Hispanic/Latino, 18% Black, and 66% male) was 58.0 ± 10.2 years, diabetes duration 4.2 ± 2.8 years, HbA1c 7.5% ± 0.5%, and medication adherence 89.9% ± 11.1%. Higher baseline depressive symptoms and diabetes distress were independently associated with lower adherence over 36 months (P < 0.001). Higher depressive symptoms and diabetes distress at one visit predicted lower adherence at the subsequent 6-month visit (P < 0.0001) but not vice versa. Treatment assignment did not moderate relationships. Patient-reported concerns about diabetes medications mediated the largest percentage (11.9%-15.5%) of the longitudinal link between emotional distress and adherence. CONCLUSIONS Depressive symptoms and diabetes distress both predict lower adherence to glucose-lowering medications over time among adults with T2DM. Addressing emotional distress and concerns about anticipated negative effects of taking these treatments may be important to support diabetes treatment adherence.
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Affiliation(s)
- Claire J. Hoogendoorn
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
| | - Heidi Krause-Steinrauf
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Diane Uschner
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Hui Wen
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Caroline A. Presley
- General Internal and Preventive Medicine, Department of Medicine, University of Alabama, Birmingham, Birmingham, AL
| | - Elizabeth A. Legowski
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | - Aanand D. Naik
- Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX
- University of Texas Health Science Center (UTHealth) School of Public Health, Houston, TX
- Consortium on Aging, University of Texas Health Science Center (UTHealth), Houston, TX
| | - Sherita Hill Golden
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Valerie L. Arends
- Advanced Research and Diagnostic Laboratory, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN
| | - Janet Brown-Friday
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
| | - Jonathan A. Krakoff
- Obesity and Diabetes Clinical Research Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ
| | - Colleen E. Suratt
- Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD
| | | | - Andrea L. Cherrington
- General Internal and Preventive Medicine, Department of Medicine, University of Alabama, Birmingham, Birmingham, AL
| | - Jeffrey S. Gonzalez
- Endocrinology, Department of Medicine, Albert Einstein College of Medicine, Bronx, NY
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
- New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY
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3
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Crespo-Ramos G, Bebu I, Krause-Steinrauf H, Hoogendoorn CJ, Fang R, Ehrmann D, Presley C, Naik AD, Katona A, Walker EA, Cherrington A, Gonzalez JS. Emotional distress and cardiovascular disease risk among participants enrolled in the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) study. Diabetes Res Clin Pract 2023; 203:110808. [PMID: 37394014 PMCID: PMC10592312 DOI: 10.1016/j.diabres.2023.110808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 06/06/2023] [Accepted: 06/26/2023] [Indexed: 07/04/2023]
Abstract
AIMS People with type 2 diabetes (T2DM) have an increased risk of cardiovascular disease (CVD). We examined depressive symptoms (DS) and diabetes distress (DD) in relation to the estimated 10-year risk of CVD in adults with T2DM enrolled in the GRADE Emotional Distress Substudy. METHODS Linear regression models examined the associations of baseline DS and DD with estimated 10-year risk of CVD using the Atherosclerotic Cardiovascular Disease (ASCVD) risk score, adjusting for age, sex, race/ethnicity, education, income, diabetes duration, diabetes-related complications, and HbA1c. RESULTS A total of 1,605 GRADE participants were included: 54% Non-Latino (NL) White, 18% Latino, 19% NL-Black, 66% male, mean age 57.5 (SD = 10.25) years, diabetes duration 4.2 (SD = 2.8) years, and HbA1c 7.5% (SD = 0.5%). After incorporating covariates, only DS, especially cognitive-affective symptoms, were associated with ASCVD risk (estimate = 0.15 [95% CI: 0.04, 0.025], p = 0.006). Higher DS remained significantly associated with higher ASCVD risk when adding DD to covariates (estimate = 0.19 [95% CI: 0.07, 0.30], p = 0.002). DD was not associated with ASCVD risk when accounting for covariates. CONCLUSIONS Depressive symptoms, particularly cognitive-affective symptoms, are associated with increased 10-year predicted ASCVD risk among adults with early T2DM. Diabetes distress is not significantly associated with the predicted ASCVD risk when accounting for covariates.
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Affiliation(s)
- Gladys Crespo-Ramos
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Ionut Bebu
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | | | - Ran Fang
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
| | - Caroline Presley
- Department of Medicine (General Internal and Preventive Medicine) University of Alabama, Birmingham, Birmingham, AL, USA
| | - Aanand D Naik
- School of Public Health, University of Texas Health Science Center, Houston, TX, USA
| | | | - Elizabeth A Walker
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrea Cherrington
- Department of Medicine (General Internal and Preventive Medicine) University of Alabama, Birmingham, Birmingham, AL, USA
| | - Jeffrey S Gonzalez
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA.
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Aldossari B, Alhossan A, Ahmad A. The Association between Type-1 Diabetes Mellitus and Risk of Depression among Saudi Patients: A Cross-Sectional Study. J Pers Med 2023; 13:jpm13040654. [PMID: 37109040 PMCID: PMC10146660 DOI: 10.3390/jpm13040654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/03/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND AND AIMS The importance of screening type-1 diabetic patients in Saudi Arabia is related to a high incidence rate of diabetes mellitus (DM) and the susceptibility to developing depression during or after the diagnosis. The objectives of the present study were to establish the relationship between type-1 diabetes mellitus (T1DM), depression, and depression risk among Saudi patients; estimating the prevalence and examining the relationship of depression with duration of diagnosis, the effect of glycemic control, and the presence of comorbidities. METHODS For this observational retrospective chart review, an analytical tool was used. The population of our study comprised Saudi patients with T1DM at King Khaled University Hospital, Riyadh. Data were collected from the hospital's electronic medical records. A depression screening tool (Patient Health Questionnaire "PHQ-9") was used to measure the depression risk of the diabetic patients, who had not been assessed before. The SPSS program was used to analyze the data. RESULTS The present study included 167 males (~45.75%) and 198 females (~54.25%). Patients with a normal body mass index (BMI) constituted 52%, while 21% were underweight, 19% were overweight, and 9% were obese. The investigators randomly selected 120 patients from the total of 365, and called them to assess their risk of developing depression. The results of the depression assessment were as follows: positive, 17 patients out of 22 (77.27%); negative, five patients out of 22 (22.73%). In total, 75 out of 120 (62.50%) patients were at risk of developing depression, while 45 patients out of 120 (37.50%) were not at risk of depression. There was a relationship between glycemic non-control, comorbidities with depression, and risk of developing depression in DM. The presence of complications was associated with diabetic and depressed patients, and the risk of developing depression may be increased with T1DM. CONCLUSIONS To overcome the negative consequences of undiagnosed depression, screening for depression is recommended for patients with T1DM who have multiple comorbidities, glycemic non-control, diabetic complications, and unfavorable lifestyles, as well as those undergoing combination therapy with metformin.
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Affiliation(s)
- Bashair Aldossari
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Abdulaziz Alhossan
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Ajaz Ahmad
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
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Gonzalez JS, Krause-Steinrauf H, Bebu I, Crespo-Ramos G, Hoogendoorn CJ, Naik AD, Waltje A, Walker E, Ehrmann D, Brown-Friday J, Cherrington A. Emotional distress, self-management, and glycemic control among participants enrolled in the glycemia reduction approaches in diabetes: A comparative effectiveness (GRADE) study. Diabetes Res Clin Pract 2023; 196:110229. [PMID: 36549506 PMCID: PMC9974790 DOI: 10.1016/j.diabres.2022.110229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/08/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE We examined emotional distress in relation to metformin adherence, overall diabetes self-management, and glycemic control among adults with early type 2 diabetes (T2DM) enrolled in the GRADE study. METHODS Linear regression models examined cross-sectional associations of baseline depression symptoms and diabetes distress with adherence to metformin, self-management, and HbA1c, adjusting for covariates. Cognitive-affective (e.g., sadness) and somatic (e.g., sleep/appetite disturbance) depression symptoms and diabetes distress subscales were also examined. RESULTS This substudy of 1,739 GRADE participants (56 % Non-Hispanic White, 18 % Non-Hispanic Black, 17 % Hispanic, 68 % male, mean[SD] age = 57.96[10.22] years, diabetes duration = 4.21[2.81] years, and HbA1c = 7.51[0.48]) found that the prevalence of clinically significant depression and diabetes distress was 8.7 % and 25 %, respectively. Fully adjusted models showed that depression symptoms were associated with lower self-management (p < 0.0001); this effect was only significant for somatic symptoms. Diabetes distress was associated with lower adherence (p = 0.0001) and self-management (p < 0.0001); effects were significant for all subscales, except physician-related distress. No significant relationships of total depression symptom severity or diabetes distress with HbA1c were found. CONCLUSIONS Depression symptoms and diabetes distress were robustly associated with problematic diabetes self-management among participants in GRADE. These findings highlight the need for routine assessment of depression symptoms and diabetes distress early in T2DM care.
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Affiliation(s)
- Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Heidi Krause-Steinrauf
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Ionut Bebu
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, USA
| | - Gladys Crespo-Ramos
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Claire J Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, USA; Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Aanand D Naik
- School of Public Health, University of Texas Health Science Center, Houston, TX, USA
| | | | - Elizabeth Walker
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA; Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA; New York-Regional Center for Diabetes Translation Research, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | - Janet Brown-Friday
- Department of Medicine (Endocrinology), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Andrea Cherrington
- Department of Medicine (General Internal and Preventive Medicine), University of Alabama, Birmingham, Birmingham, AL, USA
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Langendoen-Gort M, Groeneveld L, Prinsen CAC, Beulens JW, Elders PJM, Halperin I, Mukerji G, Terwee CB, Rutters F. Patient-reported outcome measures for assessing health-related quality of life in people with type 2 diabetes: A systematic review. Rev Endocr Metab Disord 2022; 23:931-977. [PMID: 35779199 PMCID: PMC9515038 DOI: 10.1007/s11154-022-09734-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2022] [Indexed: 11/26/2022]
Abstract
Patient-Reported Outcome Measures (PROMs) are important tools to assess outcomes relevant to patients, with Health-Related Quality Of Life (HRQOL) as an important construct to be measured. Many different HRQOL PROMs are used in the type 2 diabetes field, however a complete overview of these PROMs is currently lacking. We therefore aimed to systematically describe and classify the content of all PROMs that have specifically been developed or validated to measure (aspects of) HRQOL in people with type 2 diabetes. A literature search was performed in PubMed and EMBASE until 31 December 2021. Studies on the development or validation of a PROM measuring HRQOL, or aspects of HRQOL, in people with type 2 diabetes were included. Title and abstract and full-text screening were conducted by two independent researchers and data extraction was performed independently by one of the researchers. Data were extracted on language in which the PROM was developed, target population, construct(s) being measured, names of (sub)scales and number of items per (sub)scale. In addition, all PROMs and subscales were classified according to specific aspects of HRQOL based on the Wilson & Cleary model (symptom status, functional status, general health perceptions) to aid researchers in PROM selection. In total 220 studies were identified that developed or validated PROMs that measure (aspects of) HRQOL in people with type 2 diabetes. Of the 116 unique HRQOL PROMs, 91 (of the subscales) measured symptom status, 60 measured functional status and 26 measured general health perceptions. In addition, 16 of the PROMs (subscales) measured global quality of life. 61 of the 116 PROMs (subscales) also include characteristics of the individual (e.g. aspects of personality, coping) or environment (e.g. social or financial support) and patient-reported experience measures (PREMs, e.g. measure of a patient's perception of their personal experience of the healthcare they have received, e.g. treatment satisfaction), which are not part of the HRQOL construct. Only 9 of the 116 PROMs measure all aspects of HRQOL based on the Wilson & Cleary model. Finally, 8 of the 116 PROMs stating to measure HRQOL, measured no HRQOL construct. In conclusion, a large number of PROMs are available for people with type 2 diabetes, which intend to measure (aspects of) HRQOL. These PROMs measure a large variety of (sub)constructs, which are not all HRQOL constructs, with a small amount of PROMs not measuring HRQOL at all. There is a need for consensus on which aspects of HRQOL should be measured in people with type 2 diabetes and which PROMs to use in research and daily practice. PROSPERO: CRD42017071012. COMET database: http://www.comet-initiative.org/studies/details/956 .
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Affiliation(s)
- Marlous Langendoen-Gort
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Lenka Groeneveld
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Cecilia A C Prinsen
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Joline W Beulens
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Petra J M Elders
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Ilana Halperin
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
| | - Geetha Mukerji
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
- Women's College Hospital Institute for Health System Solutions and Virtual Care, 76 Grenville Street, Toronto, ON, Canada
| | - Caroline B Terwee
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Femke Rutters
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands.
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands.
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands.
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Upsher R, Yaquetto DA, Stahl D, Ismail K, Winkley K. Prospective study of the association between depressive symptoms at type 2 diabetes diagnosis and time to insulin initiation in the South London diabetes (SOUL-D) cohort. Prim Care Diabetes 2022; 16:502-508. [PMID: 35690551 DOI: 10.1016/j.pcd.2022.05.007] [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: 04/25/2022] [Revised: 05/24/2022] [Accepted: 05/25/2022] [Indexed: 11/29/2022]
Abstract
AIMS Initiation of insulin is usually delayed even when required. We aim to estimate the association between depressive symptoms on time to become insulin requiring and time to insulin initiation. METHODS 8-year follow-up of a cohort of newly diagnosed people with T2D recruited in south-east London, UK (2008-2012). Baseline depressive symptoms were assessed using the Patient Health Questionnaire-9. Time to insulin-requiring was defined when optimal glycaemic levels were not achieved (HbA1c >58 mmol/mol) at least three months after the 2nd oral antidiabetic was prescribed, and time to insulin initiation was defined as first insulin prescription. RESULTS Seventy percent (n = 1166) of the baseline cohort was followed up. Median time to insulin requiring was 84 months (IQR 63-100) and to insulin initiation 93 months (IQR 79-105). Participants with depressive symptoms at baseline required insulin earlier (mean [SD] 73.64 [32.16] vs. 79.05 [29.07] months, p = 0.007) and were prescribed insulin sooner (82.53 [30.19] vs. 89.72 [22.02] months, p < 0.001). In Cox regression, depressive symptoms at baseline were not associated with time to insulin requiring (HR [95 % CI]; 1.16 [0.86-1.57], p = 0.34) nor to insulin initiation (HR = 1.00 [0.99-1.00], p = 0.49). CONCLUSIONS Depressive symptoms were not associated with time to insulin requiring and initiation after adjusting for potential confounding.
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Affiliation(s)
- Rebecca Upsher
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, London, UK.
| | - Dulce Alarcon Yaquetto
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Daniel Stahl
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, London, UK
| | - Kirsty Winkley
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, London, UK
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Habib S, Sangaraju SL, Yepez D, Grandes XA, Talanki Manjunatha R. The Nexus Between Diabetes and Depression: A Narrative Review. Cureus 2022; 14:e25611. [PMID: 35784974 PMCID: PMC9249007 DOI: 10.7759/cureus.25611] [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] [Subscribe] [Scholar Register] [Accepted: 05/31/2022] [Indexed: 12/30/2022] Open
Abstract
Comorbid diabetes and depression are a significant public health burden as the consequences of both diseases are worsened by each other. In this study, we have compiled and analyzed findings from various studies to demonstrate that diabetes has a strong association with depression. Both have a significant impact on the quality of life, although the exact mechanisms through which these two chronic diseases affect each other remain unknown. This article discussed the shared etiological factors of comorbidity between diabetes and depression, including physiological (e.g., deregulation of the hypothalamic-pituitary-adrenal (HPA) axis, sympathetic nervous system (SNS) overactivity, microvascular dysfunction, arterial stiffening, inflammation, and cytokines), behavioral (e.g., diet and lifestyle modifications), and environmental (e.g., childhood adversity, poverty, and neighborhood environment). Included data from a range of settings have suggested that the prognosis of both diabetes and depression, in terms of complications, treatment efficacy, morbidity, and mortality, is worse for either disease when they occur concurrently than individually. The implication for the physical, mental, and social well-being of depression in diabetes causes poor self-care and adherence to medical treatment. This article also highlights the importance of regular screening and prompts the treatment of comorbid diabetes and depression with pharmacotherapy, face-to-face psychotherapy, and non-face-to-face models of alternative psychological interventions, including information and communication technologies (ICTs), computer-based diabetes self-management interventions, and digital mental health intervention, to improve the outcomes of both diseases.
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Affiliation(s)
- Salma Habib
- Internal Medicine, Institute of Applied Health Sciences (IAHS), Chittagong, BGD
| | - Sai Lahari Sangaraju
- Research, People's Education Society (PES) Institute of Medical Sciences and Research, Kuppam, IND
| | - Daniela Yepez
- General Medicine, Universidad Catolica de Santiago de Guayaquil, Guayaquil, ECU
| | - Xavier A Grandes
- General Medicine, Universidad Catolica de Santiago de Guayaquil, Guayaquil, ECU
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Mayberry LS, Nelson LA, Gonzalez JS. Adults with type 2 diabetes benefit from self-management support intervention regardless of depressive symptoms. J Diabetes Complications 2021; 35:108024. [PMID: 34521578 PMCID: PMC8511161 DOI: 10.1016/j.jdiacomp.2021.108024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 01/02/2023]
Abstract
AIMS Elevated depressive symptoms are common among adults with type 2 diabetes (T2D). In a secondary analysis from an RCT of a diabetes self-management support intervention that did not target depressive symptoms, we sought to determine if depressive symptoms were reduced by the intervention (i.e., depressive symptoms an outcome) or, alternatively, if intervention effects on hemoglobin A1c were lesser among persons with clinically elevated depressive symptoms (i.e., depressive symptoms an effect modifier). METHODS We evaluated a text messaging intervention, REACH, in a diverse (half non-white, half underinsured) sample of N = 506 adults with T2D. Participants completed the Patient Health Questionnaire-8 (PHQ) and A1c tests at baseline and 6 months. We conducted a factor analysis to identify somatic- and cognitive-affective symptoms on the PHQ. We tested our hypotheses with regression models, using interaction terms and subgroup analyses. RESULTS REACH improved depressive symptoms among participants with lower baseline A1c (<8.5%; β = -0.133, p = .007; cognitive β = -0.107, p = .038; somatic β = -0.131, p = .014) but not among participants with higher baseline A1c (≥8.5%; β = 0.040, p = .468). Baseline depressive symptoms did not modify the effect on A1c. CONCLUSIONS We found support for the hypothesis that depressive symptoms - both somatic- and cognitive-affective - may be an outcome, rather than an effect modifier, of effective diabetes self-management support interventions.
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Affiliation(s)
- Lindsay S Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America; Vanderbilt Center for Diabetes Translation Research, Nashville, TN, United States of America.
| | - Lyndsay A Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America; Vanderbilt Center for Diabetes Translation Research, Nashville, TN, United States of America
| | - Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY, United States of America; Departments of Medicine (Endocrinology) and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY, United States of America; New York Regional Center for Diabetes Translation Research, Bronx, NY, United States of America
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10
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Figura A, Kuhlmann SL, Rose M, Slagman A, Schenk L, Möckel M. Mental health conditions in older multimorbid patients presenting to the emergency department for acute cardiac symptoms: Cross-sectional findings from the EMASPOT study. Acad Emerg Med 2021; 28:1262-1276. [PMID: 34309134 DOI: 10.1111/acem.14349] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 07/02/2021] [Accepted: 07/03/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND This study aimed to (1) examine the proportion of patients presenting to an emergency department (ED) for acute cardiac symptoms with comorbid mental health conditions (MHCs) comprising current depression, generalized anxiety disorder, and panic disorder; (2) compare cardiac patients with and without MHCs regarding sociodemographic, medical, and psychological characteristics; and (3) examine recognition and treatment rates of MHCs. METHODS Multimorbid patients, aged ≥50 years, presenting to an inner-city ED with acute cardiac symptoms including chest pain, dyspnea, and palpitations, completed validated self-report instruments assessing MHCs and a questionnaire collecting psychosocial and medical information. In addition, routine medical data were extracted from the electronic health record. RESULTS A total of 641 patients were included in the study. Mean (±SD) age was 68.8 (±10.8) years and 41.7% were female. Based on screening instruments, 28.4% of patients were affected with comorbid MHCs. Patients reported clinically significant symptoms of depression (23.3% PHQ-9 ≥10), generalized anxiety disorder (12.2% GAD-7 ≥10), and panic disorder (4.7% PHQ-PD). Patients with MHCs were more likely to be younger, female, lower educated, and unemployed. The presence of MHCs was associated with higher cardiac symptom burden and subjective treatment urgency as well as more psychosocial distress (PHQ-stress) and impaired quality of life (SF-12v2). Of all patients, 15.6% were identified with new or unrecognized MHCs. CONCLUSIONS MHCs are prevalent in nearly one-third of patients presenting with cardinal cardiac symptoms. Thus, the ED visit offers an opportunity to identify and refer patients with MHCs to appropriate and timely care after exclusion of life-threatening conditions.
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Affiliation(s)
- Andrea Figura
- Department of Psychosomatic Medicine Charité–Universitätsmedizin Berlin Berlin Germany
| | - Stella L. Kuhlmann
- Division of Emergency and Acute Medicine (Campus Virchow‐Klinikum, Campus Charité Mitte) Charité–Universitätsmedizin Berlin Berlin Germany
| | - Matthias Rose
- Department of Psychosomatic Medicine Charité–Universitätsmedizin Berlin Berlin Germany
| | - Anna Slagman
- Division of Emergency and Acute Medicine (Campus Virchow‐Klinikum, Campus Charité Mitte) Charité–Universitätsmedizin Berlin Berlin Germany
| | - Liane Schenk
- Institute of Medical Sociology and Rehabilitation Science Charité–Universitätsmedizin Berlin Berlin Germany
| | - Martin Möckel
- Division of Emergency and Acute Medicine (Campus Virchow‐Klinikum, Campus Charité Mitte) Charité–Universitätsmedizin Berlin Berlin Germany
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11
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Moulton CD, Rokakis AS, Pickup JC, Young AH, Stahl D, Ismail K. SITAgliptin for Depressive Symptoms in Type 2 Diabetes: A Feasibility Randomized Controlled Trial. Psychosom Med 2021; 83:913-923. [PMID: 34292203 DOI: 10.1097/psy.0000000000000985] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We tested the feasibility of using sitagliptin-a dipeptidyl peptidase-IV inhibitor-for depressive symptoms in type 2 diabetes (T2D). METHODS In a feasibility, double-blind, randomized controlled trial, we recruited people aged 18 to 75 years with T2D (glycated hemoglobin A1c levels ≥53 and ≤86 mmol/mol prescribed oral hypoglycemic therapy) and comorbid depressive symptoms (Patient Health Questionnaire-9 score ≥10) from family practices in South London. Eligible patients were randomized to sitagliptin 100 mg per day or matched placebo for 12 weeks. The primary feasibility outcomes were participation rates, attrition rates, and adverse events. The primary clinical outcomes were depressive symptoms (Patient Health Questionnaire-9 and 16-item Quick Inventory of Depressive Symptomatology scores) at 12 weeks as assessed using analyses of covariance. Ranges of treatment effects were estimated using Cohen d and associated 95% confidence intervals, where negative values favored sitagliptin over placebo. RESULTS Of 153 people screened across 32 practices, 44 were randomized (22 to each arm). The mean (standard deviation) age was 58.8 (8.3) years, 46% were female, and 52% were of non-white ethnicity. Of those treated, 1 patient (4.5%) in each arm withdrew, and there were no group differences in adverse events. Despite improving 12-week glycated hemoglobin A1c (d = -1.19 [95% confidence interval = -1.90 to -0.48), improvement in 12-week Quick Inventory of Depressive Symptomatology score with sitagliptin was inferior to placebo across the range of estimated treatment effects (d = 0.71 [0.13 to 1.30]). Effects of sitagliptin on inflammation were inconsistent (d = -0.32 [-0.81 to 0.17] for high-sensitivity C-reactive protein). CONCLUSIONS Repositioning of oral hypoglycemic therapy for depressive symptoms in T2D is feasible. However, in this unpowered feasibility study, we did not detect evidence of superiority of sitagliptin over placebo. The results are cautioned by the small sample size and limited treatment duration.Trial Registration: EudraCT: 2015-004527-32.
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Affiliation(s)
- Calum D Moulton
- From the Departments of Psychological Medicine (Moulton, Young, Rokakis, Ismail) Institute of Psychiatry, Psychology and Neuroscience; Division of Diabetes and Nutritional Sciences (Pickup), Faculty of Life Sciences and Medicine; and Department of Biostatistics (Stahl), Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
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12
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Neupane D, Levis B, Bhandari PM, Thombs BD, Benedetti A. Selective cutoff reporting in studies of the accuracy of the Patient Health Questionnaire-9 and Edinburgh Postnatal Depression Scale: Comparison of results based on published cutoffs versus all cutoffs using individual participant data meta-analysis. Int J Methods Psychiatr Res 2021; 30:e1873. [PMID: 33978306 PMCID: PMC8412225 DOI: 10.1002/mpr.1873] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/16/2021] [Accepted: 04/01/2021] [Indexed: 01/12/2023] Open
Abstract
OBJECTIVES Selectively reported results from only well-performing cutoffs in diagnostic accuracy studies may bias estimates in meta-analyses. We investigated cutoff reporting patterns for the Patient Health Questionnaire-9 (PHQ-9; standard cutoff 10) and Edinburgh Postnatal Depression Scale (EPDS; no standard cutoff, commonly used 10-13) and compared accuracy estimates based on published cutoffs versus all cutoffs. METHODS We conducted bivariate random effects meta-analyses using individual participant data to compare accuracy from published versus all cutoffs. RESULTS For the PHQ-9 (30 studies, N = 11,773), published results underestimated sensitivity for cutoffs below 10 (median difference: -0.06) and overestimated for cutoffs above 10 (median difference: 0.07). EPDS (19 studies, N = 3637) sensitivity estimates from published results were similar for cutoffs below 10 (median difference: 0.00) but higher for cutoffs above 13 (median difference: 0.14). Specificity estimates from published and all cutoffs were similar for both tools. The mean cutoff of all reported cutoffs in PHQ-9 studies with optimal cutoff below 10 was 8.8 compared to 11.8 for those with optimal cutoffs above 10. Mean for EPDS studies with optimal cutoffs below 10 was 9.9 compared to 11.8 for those with optimal cutoffs greater than 10. CONCLUSION Selective cutoff reporting was more pronounced for the PHQ-9 than EPDS.
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Affiliation(s)
- Dipika Neupane
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Brooke Levis
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada.,Centre for Prognosis Research, School of Medicine, Keele University, Staffordshire, UK
| | - Parash M Bhandari
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Brett D Thombs
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada.,Department of Psychiatry, McGill University, Montréal, Québec, Canada.,Department of Medicine, McGill University, Montréal, Québec, Canada.,Department of Psychology, McGill University, Montréal, Québec, Canada.,Department of Educational and Counselling Psychology, McGill University, Montréal, Québec, Canada.,Biomedical Ethics Unit, McGill University, Montréal, Québec, Canada
| | - Andrea Benedetti
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada.,Department of Medicine, McGill University, Montréal, Québec, Canada.,Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Québec, Canada
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13
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Petit JM, Goueslard K, Chauvet-Gelinier JC, Bouillet B, Vergès B, Jollant F, Quantin C. Association between hospital admission for ketoacidosis and subsequent suicide attempt in young adults with type 1 diabetes. Diabetologia 2020; 63:1745-1752. [PMID: 32642808 DOI: 10.1007/s00125-020-05206-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 05/14/2020] [Indexed: 01/22/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to examine the associations between hospitalisation for diabetic ketoacidosis and subsequent hospitalisation for suicide attempt in young adults with type 1 diabetes. METHODS This nationwide historical cohort study included hospital data on all young people hospitalised in France for type 1 diabetes in 2008. Epidemiological follow-up focused on hospitalisations (medical and psychiatric hospital data) from the index hospitalisation to 2017. Survival analyses were done using a Cox proportional hazards regression model to explore the association between hospitalisation for ketoacidosis and subsequent hospitalisation for a suicide attempt. RESULTS In 2008, 16,431 people aged 18-35 years had a hospitalisation mentioning type 1 diabetes. Among them, 1539 (9.4%) had at least one hospitalisation for ketoacidosis between 2008 and 2010. At 9 years, 7.2% of the group hospitalised for ketoacidosis had been hospitalised for a suicide attempt vs only 2.5% in the group not hospitalised for ketoacidosis. The association between hospitalisation for ketoacidosis and suicide attempt decreased over time and was no longer significant after 5 years. CONCLUSIONS/INTERPRETATION We found that young adults admitted to hospital for diabetic ketoacidosis have an increased risk of being admitted to hospital for a subsequent suicide attempt. The risk of a suicide attempt was the highest in the 12 months following the ketoacidosis episode. Our findings support the recommendation that screening for depression and suicide risk should be part of the routine clinical assessment of individuals with type 1 diabetes and ketoacidosis.
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Affiliation(s)
- Jean-Michel Petit
- Inserm Unit, LNC-UMR 1231, University of Burgundy, Dijon, France.
- Department of Endocrinology, Diabetes and Metabolic Disorders, Dijon University Hospital, 14 rue Gaffarel, BP 77908, 21079, Dijon Cedex, France.
| | - Karine Goueslard
- Biostatistics and Bioinformatics (DIM), Dijon University Hospital, Dijon, France
- University of Burgundy and Franche-Comte, Dijon, France, Inserm, CIC 1432, Dijon, France
- Dijon University Hospital, Clinical Investigation Center, Clinical Epidemiology/Clinical Trials Unit, Dijon, France
| | | | - Benjamin Bouillet
- Inserm Unit, LNC-UMR 1231, University of Burgundy, Dijon, France
- Department of Endocrinology, Diabetes and Metabolic Disorders, Dijon University Hospital, 14 rue Gaffarel, BP 77908, 21079, Dijon Cedex, France
| | - Bruno Vergès
- Inserm Unit, LNC-UMR 1231, University of Burgundy, Dijon, France
- Department of Endocrinology, Diabetes and Metabolic Disorders, Dijon University Hospital, 14 rue Gaffarel, BP 77908, 21079, Dijon Cedex, France
| | - Fabrice Jollant
- Paris-Descartes University and Sainte-Anne Hospital, Paris, France
| | - Catherine Quantin
- Biostatistics and Bioinformatics (DIM), Dijon University Hospital, Dijon, France
- University of Burgundy and Franche-Comte, Dijon, France, Inserm, CIC 1432, Dijon, France
- Dijon University Hospital, Clinical Investigation Center, Clinical Epidemiology/Clinical Trials Unit, Dijon, France
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14
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Levis B, Benedetti A, Ioannidis JPA, Sun Y, Negeri Z, He C, Wu Y, Krishnan A, Bhandari PM, Neupane D, Imran M, Rice DB, Riehm KE, Saadat N, Azar M, Boruff J, Cuijpers P, Gilbody S, Kloda LA, McMillan D, Patten SB, Shrier I, Ziegelstein RC, Alamri SH, Amtmann D, Ayalon L, Baradaran HR, Beraldi A, Bernstein CN, Bhana A, Bombardier CH, Carter G, Chagas MH, Chibanda D, Clover K, Conwell Y, Diez-Quevedo C, Fann JR, Fischer FH, Gholizadeh L, Gibson LJ, Green EP, Greeno CG, Hall BJ, Haroz EE, Ismail K, Jetté N, Khamseh ME, Kwan Y, Lara MA, Liu SI, Loureiro SR, Löwe B, Marrie RA, Marsh L, McGuire A, Muramatsu K, Navarrete L, Osório FL, Petersen I, Picardi A, Pugh SL, Quinn TJ, Rooney AG, Shinn EH, Sidebottom A, Spangenberg L, Tan PLL, Taylor-Rowan M, Turner A, van Weert HC, Vöhringer PA, Wagner LI, White J, Winkley K, Thombs BD. Patient Health Questionnaire-9 scores do not accurately estimate depression prevalence: individual participant data meta-analysis. J Clin Epidemiol 2020; 122:115-128.e1. [PMID: 32105798 DOI: 10.1016/j.jclinepi.2020.02.002] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 02/08/2020] [Accepted: 02/18/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Depression symptom questionnaires are not for diagnostic classification. Patient Health Questionnaire-9 (PHQ-9) scores ≥10 are nonetheless often used to estimate depression prevalence. We compared PHQ-9 ≥10 prevalence to Structured Clinical Interview for Diagnostic and Statistical Manual of Mental Disorders (SCID) major depression prevalence and assessed whether an alternative PHQ-9 cutoff could more accurately estimate prevalence. STUDY DESIGN AND SETTING Individual participant data meta-analysis of datasets comparing PHQ-9 scores to SCID major depression status. RESULTS A total of 9,242 participants (1,389 SCID major depression cases) from 44 primary studies were included. Pooled PHQ-9 ≥10 prevalence was 24.6% (95% confidence interval [CI]: 20.8%, 28.9%); pooled SCID major depression prevalence was 12.1% (95% CI: 9.6%, 15.2%); and pooled difference was 11.9% (95% CI: 9.3%, 14.6%). The mean study-level PHQ-9 ≥10 to SCID-based prevalence ratio was 2.5 times. PHQ-9 ≥14 and the PHQ-9 diagnostic algorithm provided prevalence closest to SCID major depression prevalence, but study-level prevalence differed from SCID-based prevalence by an average absolute difference of 4.8% for PHQ-9 ≥14 (95% prediction interval: -13.6%, 14.5%) and 5.6% for the PHQ-9 diagnostic algorithm (95% prediction interval: -16.4%, 15.0%). CONCLUSION PHQ-9 ≥10 substantially overestimates depression prevalence. There is too much heterogeneity to correct statistically in individual studies.
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Affiliation(s)
- Brooke Levis
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Andrea Benedetti
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada; Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Québec, Canada; Department of Medicine, McGill University, Montréal, Québec, Canada
| | - John P A Ioannidis
- Stanford Prevention Research Center, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA; Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA, USA; Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA; Department of Statistics, Stanford University School of Humanities and Sciences, Stanford, CA, USA
| | - Ying Sun
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - Zelalem Negeri
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Chen He
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - Yin Wu
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada; Department of Psychiatry, McGill University, Montréal, Québec, Canada
| | - Ankur Krishnan
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - Parash Mani Bhandari
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Dipika Neupane
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Mahrukh Imran
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - Danielle B Rice
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Psychology, McGill University, Montréal, Québec, Canada
| | - Kira E Riehm
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Nazanin Saadat
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada
| | - Marleine Azar
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada
| | - Jill Boruff
- Schulich Library of Physical Sciences, Life Sciences, and Engineering, McGill University, Montréal, Québec, Canada
| | - Pim Cuijpers
- Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Simon Gilbody
- Hull York Medical School and the Department of Health Sciences, University of York, Heslington, NY, UK
| | - Lorie A Kloda
- Library, Concordia University, Montréal, Québec, Canada
| | - Dean McMillan
- Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Scott B Patten
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada
| | - Ian Shrier
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada; Department of Family Medicine, McGill University, Montréal, Québec, Canada
| | - Roy C Ziegelstein
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sultan H Alamri
- Faculty of Medicine, King Abdulaziz University, Jeddah, Makkah, Saudi Arabia
| | - Dagmar Amtmann
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Liat Ayalon
- Louis and Gabi Weisfeld School of Social Work, Bar Ilan University, Ramat Gan, Israel
| | - Hamid R Baradaran
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran; Ageing Clinical & Experimental Research Team, Institute of Applied Health Sciences, School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, Scotland, UK
| | - Anna Beraldi
- Kbo-Lech-Mangfall-Klinik Garmisch-Partenkirchen, Klinik für Psychiatrie, Psychotherapie & Psychosomatik, Lehrkrankenhaus der Technischen Universität München, Munich, Germany
| | - Charles N Bernstein
- University of Manitoba IBD Clinical and Research Centre, Winnipeg, Manitoba, Canada; Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Arvin Bhana
- Centre for Rural Health, School of Nursing and Public Health, College of Health Sciences, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa; Health Systems Research Unit, South African Medical Research Council, Cape Town, South Africa
| | - Charles H Bombardier
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Gregory Carter
- Centre for Brain and Mental Health Research, University of Newcastle, New South Wales, Australia
| | - Marcos H Chagas
- Department of Neurosciences and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Dixon Chibanda
- Department of Community Medicine, University of Zimbabwe, Harare, Zimbabwe
| | - Kerrie Clover
- Centre for Brain and Mental Health Research, University of Newcastle, New South Wales, Australia
| | - Yeates Conwell
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA
| | - Crisanto Diez-Quevedo
- Servei de Psiquiatria, Hospital Germans Trias i Pujol, Badalona, Spain; Departament de Psiquiatria i Medicina Legal, Universitat Autònoma de Barcelona, Badalona, Spain
| | - Jesse R Fann
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Felix H Fischer
- Department of Psychiatry, McGill University, Montréal, Québec, Canada; Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Leila Gholizadeh
- Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Lorna J Gibson
- Tropical Epidemiology Group, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Eric P Green
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | | | - Brian J Hall
- Department of Psychology, Faculty of Social Sciences, Global and Community Mental Health Research Group, University of Macau, Macau Special Administrative Region, China; Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Emily E Haroz
- Center for American Indian Health, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neurosciences, King's College London Weston Education Centre, London, UK
| | - Nathalie Jetté
- Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute and O'Brien Institute for Public Health, University of Calgary, Calgary, Alberta, Canada; Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mohammad E Khamseh
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran
| | - Yunxin Kwan
- Department of Psychological Medicine, Tan Tock Seng Hospital, Singapore
| | - Maria Asunción Lara
- Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz. San Lorenzo Huipulco, Tlalpan, México D. F. Mexico
| | - Shen-Ing Liu
- Programme in Health Services & Systems Research, Duke-NUS Medical School, Singapore; Department of Psychiatry, Mackay Memorial Hospital, Taipei, Taiwan; Department of Medical Research, Mackay Memorial Hospital, Taipei, Taiwan; Department of Medicine, Mackay Medical College, Taipei, Taiwan
| | - Sonia R Loureiro
- Department of Neurosciences and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Bernd Löwe
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ruth Ann Marrie
- Departments of Medicine and Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Laura Marsh
- Baylor College of Medicine, Houston and Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA
| | - Anthony McGuire
- Department of Nursing, St. Joseph's College, Standish, ME, USA
| | - Kumiko Muramatsu
- Department of Clinical Psychology, Graduate School of Niigata Seiryo University, Niigata, Japan
| | - Laura Navarrete
- Department of Epidemiology and Psychosocial Research, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Flávia L Osório
- Department of Neurosciences and Behavior, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil; National Institute of Science and Technology, Translational Medicine, Ribeirão Preto, Brazil
| | - Inge Petersen
- Centre for Rural Health, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Angelo Picardi
- Centre for Behavioural Sciences and Mental Health, Italian National Institute of Health, Rome, Italy
| | - Stephanie L Pugh
- NRG Oncology Statistics and Data Management Center, Philadelphia, PA, USA; American College of Radiology, Philadelphia, PA, USA
| | - Terence J Quinn
- Institute of Cardiovascular & Medical Sciences, University of Glasgow, Glasgow, Scotland, UK
| | - Alasdair G Rooney
- Division of Psychiatry, Royal Edinburgh Hospital, University of Edinburg, Edinburgh, Scotland, UK
| | - Eileen H Shinn
- Department of Behavioral Science, University of Texas M. D. Anderson Cancer Center, Houston, TX, USA
| | | | - Lena Spangenberg
- Department of Medical Psychology and Medical Sociology, University of Leipzig, Leipzig, Germany
| | | | - Martin Taylor-Rowan
- Institute of Cardiovascular and Medical Science, University of Glasgow, Glasgow, Scotland, UK
| | - Alyna Turner
- School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia; Deakin University, IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Geelong, Victoria, Australia
| | - Henk C van Weert
- Department of General Practice, Amsterdam Institute for General Practice and Public Health, Amsterdam University Medical Centers, Location AMC, Amsterdam, the Netherlands
| | - Paul A Vöhringer
- Department of Psychiatry and Mental Health, Clinical Hospital, Universidad de Chile, Santiago, Chile; Millennium Institute for Depression and Personality Research (MIDAP), Ministry of Economy, Macul, Santiago, Chile; Psychiatry Department, Tufts Medical Center, Tufts University, Boston, MA, USA
| | - Lynne I Wagner
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, NC, USA; Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Jennifer White
- Department of Physiotherapy, School of Primary and Allied Health Care, Monash University, Melbourne, Australia
| | - Kirsty Winkley
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, London, UK
| | - Brett D Thombs
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montréal, Québec, Canada; Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Québec, Canada; Department of Medicine, McGill University, Montréal, Québec, Canada; Department of Psychiatry, McGill University, Montréal, Québec, Canada; Department of Psychology, McGill University, Montréal, Québec, Canada; Department of Educational and Counselling Psychology, McGill University, Montréal, Québec, Canada; Biomedical Ethics Unit, McGill University, Montréal, Québec, Canada.
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15
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Rodríguez-Santamaría Y, Juárez-Medina L, Zúñiga-Vargas M, Cadena-Santos F, Mendoza-Catalán G. Hombres con diabetes mellitus tipo 2: autoeficacia y factores psicológicos que influyen en el autocuidado. ENFERMERÍA UNIVERSITARIA 2020. [DOI: 10.22201/eneo.23958421e.2020.1.707] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Introducción: La prevalencia global de diabetes mellitus tipo 2 (DMT2) en los hombres es alta. Para el tratamiento de la enfermedad el hombre debe realizar acciones de autocuidado, por lo que es importante conocer factores relacionados con su cumplimiento.
Objetivo: Identificar la relación entre variables demográficas, clínicas, la angustia, la depresión, la autoeficacia y su influencia sobre el autocuidado en hombres con DMT2. Métodos: Estudio transversal y correlacional, en una muestra de 96 hombres con DMT2, usuarios de 13 centros de salud. Los instrumentos utilizados fueron el cuestionario de acciones de cuidado en diabetes, la escala Self-Efficacy for Diabetes, la escala depresión (CES-D) y la escala angustia por diabetes (DDS).
Resultados: El autocuidado se correlacionó de manera positiva con la autoeficacia y negativamente con la angustia por diabetes. Las variables que explicaron el autocuidado con el 47.7% de varianza fueron: la autoeficacia (β = .39), el consumo de alcohol (β = -.29), las horas sentado/parado (β= -.27), el tiempo de diagnóstico (β= -.22) y la edad (β =.18).
Discusión: Los hombres tuvieron un bajo autocuidado y mantienen conductas de riesgo, lo cual puede atribuirse a sus creencias, estilo de vida o al tipo de trabajo que desempeñan.
Conclusiones: Los resultados ofrecen evidencia sobre factores que influyen en el autocuidado de hombres con DMT2, que pueden orientar a los profesionales de enfermería en la atención del paciente. Se sugiere realizar investigaciones de enfermería en hombres, que contribuyan a mejorar la autoeficacia y el autocuidado.
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16
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Moulton CD, Pickup JC, Rokakis AS, Amiel SA, Ismail K, Stahl D. The Prospective Association Between Inflammation and Depressive Symptoms in Type 2 Diabetes Stratified by Sex. Diabetes Care 2019; 42:1865-1872. [PMID: 31416899 DOI: 10.2337/dc19-0813] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 07/22/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We tested whether inflammation is associated with worsening depressive symptoms in type 2 diabetes and examined whether sex moderated this association. RESEARCH DESIGN AND METHODS In a prospective cohort study of people with newly diagnosed type 2 diabetes, we measured depressive symptoms over a 2-year follow-up using the Patient Health Questionnaire-9 (PHQ-9). The independent variable was a composite inflammation burden score at diagnosis of diabetes, derived from hs-CRP, white cell count, interleukin (IL)-1β, IL-1 receptor antagonist, monocyte chemotactic protein-1, and vascular endothelial growth factor concentrations. General linear models assessed 1) the association between overall inflammation burden and estimated marginal mean PHQ-9 score (ln transformed) at 2 years and 2) whether sex interacted with elevated inflammation burden (above-median score) in predicting change in PHQ-9 score. Models were adjusted for age, ethnicity, BMI, blood pressure, cholesterol, HbA1c, antidepressants, anti-inflammatory medications, and baseline ln PHQ-9 score. RESULTS Of 1,174 people with complete inflammation data, mean (SD) age was 56.7 (11.0) years and 46.1% were of nonwhite ethnicity and 44.1% female. After full adjustment, inflammation burden was not associated with worsening ln PHQ-9 score (P = 0.65). However, female sex interacted with elevated inflammation in predicting higher 2-year ln PHQ-9 score (β = 0.32, P = 0.005), showing that the difference by inflammation burden in females was 0.32 larger than in males. In post hoc comparisons, ln PHQ-9 score was higher in females than males with elevated inflammation (P = 0.003) but not with low inflammation (P = 0.34) burden. CONCLUSIONS In type 2 diabetes, female sex confers specific vulnerability to the effects of inflammation on depressive symptoms.
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Affiliation(s)
- Calum D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, U.K.
| | - John C Pickup
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K
| | - Anna S Rokakis
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, U.K
| | - Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, King's College London, London, U.K
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, U.K
| | - Daniel Stahl
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, U.K
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17
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Moulton CD, Murray L, Winkley K, Amiel SA, Ismail K, Patel A. Depression and change in occupational functioning in type 2 diabetes. Occup Med (Lond) 2019; 69:322-328. [PMID: 31087077 DOI: 10.1093/occmed/kqz072] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The effect of depression on both employment and productivity in type 2 diabetes (T2D) is poorly understood. AIMS We tested whether depressive symptoms at diagnosis of T2D are associated with change in employment status and productivity over 2-year follow-up. METHODS In a prospective analysis of working-age (18-63 years) people with newly diagnosed T2D recruited from primary care, we tested the association between depressive symptoms at diagnosis of T2D (baseline) and employment rates over 2 years. Using the Patient Health Questionnaire-9, depressive symptoms were measured categorically (depression caseness score ≥10) and continuously. In those employed, we measured changes in presenteeism and absenteeism using the World Health Organization (WHO) Health and Work Performance Questionnaire in univariate and multivariate models, respectively, including and excluding part-time workers. RESULTS Of 1202 people aged 18-63 at baseline, 982 (82%) provided employment information; the mean age was 50.3 (SD 8.1) years, 44% were female, 59% of non-white ethnicity and 16% had depression. After adjustment for age, sex, ethnicity, socio-economic status, diabetes control and depression treatment, depression caseness was associated with worsening unemployment over 2 years only in full-time workers (odds ratio 0.43 (95% CI 0.20, 0.96), P < 0.05). In those employed full-time or part-time, total depressive symptoms were associated with worsening presenteeism over 2 years after full adjustment (β = -2.63 (95% CI -4.81, -0.45), P < 0.05), despite no association with worsening absenteeism. CONCLUSIONS In newly diagnosed T2D, depressive symptoms demonstrate an association with worsening employment rate and decline in work productivity over 2-year follow-up.
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Affiliation(s)
- C D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - L Murray
- Warrington Public Health Team, Buttermarket Street, Warrington, UK
| | - K Winkley
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, King's College London, London, UK
| | - S A Amiel
- Diabetes Research Group, School of Life Course Sciences, King's College London, London, UK
| | - K Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - A Patel
- Anita Patel Health Economics Consulting Ltd, London, UK
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18
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Moulton CD, Tharmaraja T, Hopkins CWP. Collaborative Care for Adults With Obesity and Depression. JAMA 2019; 322:367-368. [PMID: 31334784 DOI: 10.1001/jama.2019.6774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Calum D Moulton
- Department of Psychological Medicine, King's College London, London, England
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19
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Trief PM, Foster NC, Chaytor N, Hilliard ME, Kittelsrud JM, Jaser SS, Majidi S, Corathers SD, Bzdick S, Adkins DW, Weinstock RS. Longitudinal Changes in Depression Symptoms and Glycemia in Adults With Type 1 Diabetes. Diabetes Care 2019; 42:1194-1201. [PMID: 31221694 DOI: 10.2337/dc18-2441] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 04/25/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study assessed longitudinal change in depression symptoms over ≥4 years in adults with type 1 diabetes and examined the association between change in depression symptom status and glycemia. RESEARCH DESIGN AND METHODS Adults in the T1D Exchange registry with HbA1c and Patient Health Questionnaire (PHQ-8) at 1 year (baseline) and 5 years post-enrollment (follow-up; n = 2,744, mean age, 42 years; 57% female, 92% white; mean HbA1c, 7.6% [58 mmol/mol]) were included. Depression status was defined as Persistent Elevated Depression Symptoms (EDS) (EDS at baseline and follow-up), Resolved EDS (EDS at baseline, no EDS at follow-up), New Onset EDS (no EDS at baseline, EDS at follow-up), and Not Depressed (no EDS at baseline or follow-up). RESULTS Overall, 131 (5%) had Persistent EDS, 122 (4%) had Resolved EDS, 168 (6%) had New Onset EDS, and 2,323 (85%) were Not Depressed. Of those with EDS (PHQ ≥ 10) at baseline, 53% had EDS at follow-up; of those not depressed at baseline, 7% had EDS at follow-up. An increase in PHQ-8 was associated with an increase in HbA1c (P < 0.001). Although HbA1c increased in all groups, the increase was less in the Resolved EDS and Not Depressed groups (P = 0.001). Persistent EDS and New Onset EDS groups were more likely to experience diabetic ketoacidosis (DKA) (P < 0.001). CONCLUSIONS T1D Exchange registry data provide evidence for relationships over time between persistently, and newly developing EDSs and worsening glycemic control, and suggest relationships between depression symptoms and the occurrence of severe hypoglycemia and DKA. Successful treatment of depression symptoms may lead to better long-term diabetes outcomes.
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Affiliation(s)
- Paula M Trief
- State University of New York Upstate Medical University, Syracuse, NY
| | | | - Naomi Chaytor
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA
| | - Marisa E Hilliard
- Baylor College of Medicine and Texas Children's Hospital, Houston, TX
| | | | | | | | - Sarah D Corathers
- Cinncinnati Children's Hospital Medical Center and University of Cincinnati, Cincinnati, OH
| | - Suzan Bzdick
- State University of New York Upstate Medical University, Syracuse, NY
| | | | - Ruth S Weinstock
- State University of New York Upstate Medical University, Syracuse, NY
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20
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de Joode JW, van Dijk SE, Walburg FS, Bosmans JE, van Marwijk HW, de Boer MR, van Tulder MW, Adriaanse MC. Diagnostic accuracy of depression questionnaires in adult patients with diabetes: A systematic review and meta-analysis. PLoS One 2019; 14:e0218512. [PMID: 31220131 PMCID: PMC6586329 DOI: 10.1371/journal.pone.0218512] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 06/04/2019] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Comorbid depression is common among patients with diabetes and has severe health consequences, but often remains unrecognized. Several questionnaires are used to screen for depression. A systematic review and meta-analysis regarding the diagnostic accuracy of depression questionnaires in adults with diabetes is unavailable. Our aim was to conduct a systematic review and meta-analysis to evaluate the diagnostic accuracy of depression questionnaires in adults with type 1 or type 2 diabetes. METHODS PubMed, Embase and PsycINFO were searched from inception to 28 February 2018. Studies were included when the diagnostic accuracy of depression questionnaires was assessed in a diabetes population and the reference standard was a clinical interview. Data extraction was performed by one reviewer and checked by another. Two reviewers independently conducted the quality assessment (QUADAS-2). Diagnostic accuracy was pooled in bivariate random effects models. The main outcome was diagnostic accuracy, expressed as sensitivity and specificity, of depression questionnaires in an adult diabetes population. This study is reported according to PRISMA-DTA and is registered with PROSPERO (CRD42018092950). RESULTS A total 6,097 peer-reviewed articles were screened. Twenty-one studies (N = 5,703 patients) met the inclusion criteria for the systematic review. Twelve different depression questionnaires were identified, of which the CES-D (n = 6 studies) and PHQ-9 (n = 7 studies) were the most frequently evaluated. Risk of bias was unclear for multiple domains in the majority of studies. In the meta-analyses, five (N = 1,228) studies of the CES-D (≥16), five (N = 1,642) of the PHQ-9 (≥10) and four (N = 822) of the algorithm of the PHQ-9 were included in the pooled analysis. The CES-D (≥16) had a pooled sensitivity of 85.0% (95%CI, 71.3-92.8%) and a specificity of 71.6% (95%CI, 62.5-79.2%); the PHQ-9 (≥10) had a sensitivity of 81.5% (95%CI, 57.1-93.5%) and a specificity of 79.7% (95%CI, 62.1-90.4%). The algorithm for the PHQ-9 had a sensitivity of 60.9% (95%CI, 52.3-90.8%) and a specificity of 64.0% (95%CI, 53.0-93.9%). CONCLUSIONS This review indicates that the CES-D had the highest sensitivity, whereas the PHQ-9 had the highest specificity, although confidence intervals were wide and overlapping. The algorithm for the PHQ-9 had the lowest sensitivity and specificity. Given the variance in results and suboptimal reporting of studies, further high quality studies are needed to confirm the diagnostic accuracy of these depression questionnaires in patients with diabetes.
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Affiliation(s)
- Johanna W. de Joode
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Susan E.M. van Dijk
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Knowledge Institute of Medical Specialists, Utrecht, The Netherlands
| | - Florine S. Walburg
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Judith E. Bosmans
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Harm W.J. van Marwijk
- Department of Primary Care and Public Health, University of Brighton, Brighton, United Kingdom
- Brighton and Sussex Medical School, Watson Building House, University of Brighton, Brighton, United Kingdom
| | - Michiel R. de Boer
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Maurits W. van Tulder
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Marcel C. Adriaanse
- Department of Health Sciences, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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21
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Khaledi M, Haghighatdoost F, Feizi A, Aminorroaya A. The prevalence of comorbid depression in patients with type 2 diabetes: an updated systematic review and meta-analysis on huge number of observational studies. Acta Diabetol 2019; 56:631-650. [PMID: 30903433 DOI: 10.1007/s00592-019-01295-9] [Citation(s) in RCA: 167] [Impact Index Per Article: 33.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 02/02/2019] [Indexed: 02/06/2023]
Abstract
AIMS Depression is a common co-morbidity in patients with type 2 diabetes mellitus (T2DM). Untreated depression in these patients adversely affects self-care activities and other diabetes complications. The aim of this study is to estimate the prevalence of depression among patients with T2DM by conducting a meta-analysis of observational studies. METHODS MEDLINE, Web of Science, Science Direct, and Google Scholar databases were searched for all observational studies that assessed depression in T2DM. Relevant articles were searched using the combination of Medical Subject Heading (MeSH) terms of "depression", "depressive disorder", and "diabetes mellitus" published between January 2007 and July 2018. Random effects model was used to estimate the weighted prevalence rates and 95% CI using "metaprop program in STATA 11". RESULTS In total, the 248 included studies (with 273 reported prevalence) identified 83,020,812 participants; of them, 23,245,827 (28%; 95% CI 27, 29) suffered from different severity levels of depressive disorders. The prevalence of depression was separately reported in 137,372 males and 134,332 females. Of them, 31,396 males (23%, 95% CI: 20, 26) and 45,673 females (34%, 95% CI: 31, 38) were depressed. Compared with global estimate, depression prevalence was lower in Europe (24%) and Africa (27%), but higher in Australia (29%) and Asia (32%). The prevalence in America was equal to the estimated prevalence in the world (28%). Depression was more common in subjects younger than 65 compared with elderlies (31% vs. 21%). CONCLUSION Our findings demonstrated that almost one in four adults with T2DM experienced depression. Given the high prevalence of depressive disorders in diabetic patients, screening these patients for co-morbid depression and its relevant risk factors is highly recommended.
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Affiliation(s)
- Mohammad Khaledi
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fahimeh Haghighatdoost
- Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Department of Community Nutrition, School of Nutrition and Food Science, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Awat Feizi
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
- Biostatistics and Epidemiology Department, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ashraf Aminorroaya
- Isfahan Endocrine and Metabolism Research Center, Isfahan University of Medical Sciences, Isfahan, Iran.
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22
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Li HQ, Chi S, Dong Q, Yu JT. Pharmacotherapeutic strategies for managing comorbid depression and diabetes. Expert Opin Pharmacother 2019; 20:1589-1599. [PMID: 31149850 DOI: 10.1080/14656566.2019.1622090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Introduction: The increasing prevalence of comorbid depression and diabetes exerts a heavy burden on global health. Co-occurrence of depression and diabetes is common, affecting 14% to 35.8% of patients with diabetes, leading to a higher mortality and morbidity rate, more micro- and macro-vascular diseases and more cognitive decline. Areas covered: In this paper, the authors address various areas from epidemiology, the association between depression and diabetes, treatment strategies and future directions based on the currently available literature to provide novel insight into the pharmacotherapeutic management of comorbid depression and diabetes. Expert opinion: Pharmacotherapy can help patients with comorbid depression and diabetes by relieving depressive symptoms and improving glycemic control. When combined with psychological therapy, as a collaborative care effort, pharmacological therapy based on selective serotonin reuptake inhibitors (SSRIs) is recommended for comorbid depression with diabetes. Furthermore, studies with larger sample sizes that can help to define different subtypes of diabetes and severity of depression are needed so that clinicians can draw up a precise and applicable management guidelines for the personalized therapy of these diseases.
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Affiliation(s)
- Hong-Qi Li
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University , Shanghai , China
| | - Song Chi
- Department of Neurology, The Affiliated Hospital of Qingdao University , Qingdao , China
| | - Qiang Dong
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University , Shanghai , China
| | - Jin-Tai Yu
- Department of Neurology and Institute of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University , Shanghai , China
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23
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Asman AG, Hoogendoorn CJ, McKee MD, Gonzalez JS. Assessing the association of depression and anxiety with symptom reporting among individuals with type 2 diabetes. J Behav Med 2019; 43:57-68. [PMID: 31111355 DOI: 10.1007/s10865-019-00056-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 05/09/2019] [Indexed: 12/27/2022]
Abstract
Depression and anxiety have been linked to increased somatic symptoms among individuals with type 2 diabetes (T2D), but their independent effects and role in symptom attributions remain unclear. This study examined depression and anxiety in relation to total symptoms and symptom attributions in a diverse sample of 120 adults with T2D. Multiple linear regression tested associations after controlling for medical comorbidities and insulin use. Clinician-rated depression (β = .53, p < .001), self-reported depression (β = .59, p < .001) and self-reported anxiety (β = .62, p < .001) were positively associated with total somatic symptoms. Models adjusting for depression and anxiety revealed significant independent effects for each, regardless of measurement method. In attribution models, only self-reported depression (β = .27, p = .003) was significantly associated with greater attribution to diabetes, whereas clinician-rated depression (β = .19, p = .047), self-reported depression (β = .38, p < .001) and anxiety (β = .28, p = .004) were associated with increased attribution to medications. In models adjusting for depression and anxiety, self-reported depression was a significant independent predictor of diabetes (β = .29, p = .023) and medication (β = .38, p = .004) attribution; anxiety was a significant predictor of medication attribution (β = .25, p = .039). Findings suggest depression and anxiety are implicated in overall increases in somatic symptom complaints and an increased tendency to attribute these symptoms to diabetes and side-effects of diabetes medications among adults with T2D.
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Affiliation(s)
- Arielle G Asman
- Ferkauf Graduate School of Psychology, Yeshiva University, 1300 Morris Park Avenue, Rousso Building, Bronx, NY, 10461, USA
| | - Claire J Hoogendoorn
- Ferkauf Graduate School of Psychology, Yeshiva University, 1300 Morris Park Avenue, Rousso Building, Bronx, NY, 10461, USA
| | - M Diane McKee
- Albert Einstein College of Medicine, Bronx, NY, USA.,Montefiore Health System, Bronx, NY, USA.,New York Regional Center for Diabetes Translation Research, Bronx, NY, USA
| | - Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, 1300 Morris Park Avenue, Rousso Building, Bronx, NY, 10461, USA. .,Albert Einstein College of Medicine, Bronx, NY, USA. .,Montefiore Health System, Bronx, NY, USA. .,New York Regional Center for Diabetes Translation Research, Bronx, NY, USA. .,The Fleischer Institute for Diabetes and Metabolism, Albert Einstein College of Medicine, Bronx, NY, USA.
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24
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Moulton CD, Pavlidis P, Norton C, Norton S, Pariante C, Hayee B, Powell N. Depressive symptoms in inflammatory bowel disease: an extraintestinal manifestation of inflammation? Clin Exp Immunol 2019; 197:308-318. [PMID: 30762873 DOI: 10.1111/cei.13276] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2019] [Indexed: 12/17/2022] Open
Abstract
Depressive symptoms are reported by more than 20% of people with inflammatory bowel disease (IBD), while sleep difficulties and fatigue are even more common. Co-morbid depressive symptoms predict a poor IBD course, including increased risk of relapse and surgery, which is inconsistently improved by psychological treatments. Rather than being distinct systems, there is compelling evidence for bidirectional communication between gut and brain, driven by neural, metabolic, endocrine and inflammatory mediators. An emerging concept is that depressive symptoms may be mechanistically linked to excess inflammation and dysregulation of the gut-brain axis. Given the close link between the intestinal microbiota and host immune responses, patients prone to shifts in their intestinal microbiome, including smokers, those with poor diet and early life stress, may be exposed to exaggerated immune responses. Excess inflammation is associated with brain changes (depressive symptoms, fatigue, sleep difficulties) and worsening gastrointestinal symptoms, which are exacerbated by psychological distress. Equally, treatments both for depressive symptoms and IBD provide opportunities to break this cycle by reducing the causes and effects of inflammation. As well as addressing potential risk factors such as smoking and diet, treatments to alter the microbiome may reduce depressive symptoms. Observational evidence suggests that anti-inflammatory treatments for IBD may improve co-morbid depressive symptoms correlating with reduction in inflammation. With a growing range of treatments targeting inflammation centrally, peripherally and in the gut, IBD provides a unique model to understand the interplay between brain and gut in the pathogenesis of depressive symptoms, both in IBD and in the whole population.
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Affiliation(s)
- C D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - P Pavlidis
- Centre for Inflammation Biology and Cancer Immunology, King's College London, London, UK
| | - C Norton
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
| | - S Norton
- Health Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - C Pariante
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - B Hayee
- Department of Gastroenterology, King's College Hospital NHS Foundation Trust, London, UK
| | - N Powell
- Centre for Inflammation Biology and Cancer Immunology, King's College London, London, UK
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25
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Guo H, Wang X, Mao T, Li X, Wu M, Chen J. How psychosocial outcomes impact on the self-reported health status in type 2 diabetes patients: Findings from the Diabetes Attitudes, Wishes and Needs (DAWN) study in eastern China. PLoS One 2018; 13:e0190484. [PMID: 29370174 PMCID: PMC5784904 DOI: 10.1371/journal.pone.0190484] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Accepted: 11/25/2017] [Indexed: 01/07/2023] Open
Abstract
Introduction The deleterious effects of psychosocial outcomes on diabetic patients’ health have not been fully investigated yet. This study was aimed to explore how psychosocial outcomes impacted on the health status of Chinese patients with type 2 diabetes. Methods A mix of stratified sampling and typical sampling were used to select diabetic patients in Jiangsu Province to conduct individual interviews. Health status was measured by EuroQol Visual Analogue Scale (VAS). Psychosocial outcomes were measured by instruments used in the Diabetes Attitudes, Wishes and Needs survey, including psychological well-being, diabetes distress, patient empowerment, self-management, and patient reported healthcare provision. Clinical characteristics measured included diabetes comorbidities, complications and treatment. OLS regression analyses were used to estimate how health status varied with different characteristics. Results Altogether 1614 patients with type 2 diabetes aged 18–65 years from 6 districts/counties in Jiangsu Province were included in the study. With general characteristics and clinical factors controlled for, psychological well-being among all psychosocial outcomes had the most significant association with health status, with a difference of 9.2 in VAS scores between likely depression and good well-being. VAS scores were also significantly lower in patients with high diabetes distress and significantly higher in those more frequently conducting physical activities. Other psychosocial outcomes were not significantly associated with health status. Conclusions Likely depression and diabetes-related distress are negatively associated with health status while frequently conducting physical activities are positively associated with health status of type 2 diabetes patients aged 18–65 years from 6 districts/counties in Jiangsu Provinces. These findings underscore the necessity of undertaking routine assessment for depression and diabetes distress and prioritizing interventions on promoting regular physical activities in diabetic patients to improve health management and achieve better health outcomes.
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Affiliation(s)
- Haijian Guo
- School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu Province, China
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu Province, China
| | - Xuanxuan Wang
- School of Health Policy and Management, Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Tao Mao
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu Province, China
| | - Xiaoning Li
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu Province, China
| | - Ming Wu
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, Jiangsu Province, China
| | - Jiaying Chen
- Creative Health Policy Research Group, Nanjing Medical University, Nanjing, Jiangsu Province, China
- * E-mail:
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Dieter T, Lauerer J. Depression or Diabetes Distress? Perspect Psychiatr Care 2018; 54:84-87. [PMID: 28090642 DOI: 10.1111/ppc.12203] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 11/03/2016] [Accepted: 11/25/2016] [Indexed: 11/28/2022] Open
Abstract
PURPOSE The purpose of this paper is to summarize the need for improved recognition of depression versus diabetes distress and discuss recommendations for appropriate screening tools. PRACTICE IMPLICATIONS In order to assess for both depression and diabetes distress, a combined approach of using both the WHO-5 and the PAID-20 is a simple and reliable method for detecting depression and assisting in determining the focus of specific aspects of diabetes management based on the patient's reported depressive symptoms. CONCLUSIONS Routine screening for depression and diabetes distress is essential for improving quality of life and reducing healthcare cost in patients with diabetes.
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Affiliation(s)
- Taylor Dieter
- Taylor Dieter, BSN, is a Doctorate of Nursing Practice student, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Joy Lauerer
- Joy Lauerer, DNP, PMHCNS-BC, is Assistant Professor, School of Nursing, Medical University of South Carolina, Charleston, South Carolina, USA
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Ismail K, Moulton CD, Winkley K, Pickup JC, Thomas SM, Sherwood RA, Stahl D, Amiel SA. The association of depressive symptoms and diabetes distress with glycaemic control and diabetes complications over 2 years in newly diagnosed type 2 diabetes: a prospective cohort study. Diabetologia 2017; 60:2092-2102. [PMID: 28776084 PMCID: PMC6448879 DOI: 10.1007/s00125-017-4367-3] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 05/22/2017] [Indexed: 11/28/2022]
Abstract
AIMS/HYPOTHESIS We examined the associations between depressive symptoms and diabetes distress with glycaemic control and diabetes complications over 2 years, after diagnosis of type 2 diabetes. METHODS In a multi-ethnic, primary care cohort (n = 1735) of adults, all with recent (<6 months) diagnosis of type 2 diabetes, we measured the associations between depressive symptoms (Patient Health Questionnaire-9 [PHQ-9] score ≥10) and diabetes distress (Problem Areas in Diabetes [PAID] score ≥40), with change in 2 year HbA1c as the primary outcome and with incident rates of diabetes complications as secondary outcomes. Multivariate models were used to account for potential confounders. RESULTS Of the 1651 participants (95.2%) of the total primary care cohort with available baseline PHQ-9 and PAID scores, mean ± SD age was 56.2 ± 11.1 years, 55.1% were men and 49.1% were of non-white ethnicity; 232 (14.1%) and 111 (6.7%) had depressive symptoms and diabetes distress, respectively. After adjustment for confounders, depressive symptoms were not associated with worsening HbA1c. After adjustment for age, sex, ethnicity, vascular risk factors and diabetes treatments, depressive symptoms were associated with increased risk of incident macrovascular complications (OR 2.78 [95% CI 1.19, 6.49], p = 0.018) but not microvascular complications. This was attenuated (p = 0.09) after adjustment for IL-1 receptor antagonist concentration. Diabetes distress was not associated with worsening HbA1c or incident complications. CONCLUSIONS/INTERPRETATION In the first 2 years of type 2 diabetes, the effect of depressive symptoms and diabetes distress on glycaemic control is minimal. There was, however, an association between depressive symptoms and incidence of macrovascular complications. Elevated innate inflammation may be common to both depression and macrovascular diabetes complications, but these findings require replication.
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Affiliation(s)
- Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9RJ, UK.
| | - Calum D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9RJ, UK
| | - Kirsty Winkley
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, SE5 9RJ, UK
| | - John C Pickup
- Division of Diabetes and Nutritional Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Stephen M Thomas
- Department of Diabetes and Endocrinology, Guy's & St Thomas' NHS Foundation Trust, London, UK
| | - Roy A Sherwood
- Department of Clinical Biochemistry, King's College Hospital NHS Foundation Trust, London, UK
| | - Daniel Stahl
- Department of Biostatistics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Stephanie A Amiel
- Division of Diabetes and Nutritional Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
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Adakan FY, Vural R, Boylubay ŞM, Yılmaz Ü, Kulaksızoğlu B, Yeşil B, Şahintürk Y, Ünal A. The Relation of Socio-Demographic and Clinical Factors to Depression and Anxiety Levels in Diabetic Patients. KONURALP TIP DERGISI 2017. [DOI: 10.18521/ktd.289610] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Sweatman C, Lauerer JA, Pruitt C, Drayton SJ. Major Depressive Disorder or Diabetes-Related Distress? Screening, Evaluation, and Treatment in Adults With Diabetes. J Nurse Pract 2017. [DOI: 10.1016/j.nurpra.2016.08.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Gonzalez JS, Kane NS, Binko DH, Shapira A, Hoogendoorn CJ. Tangled Up in Blue: Unraveling the Links Between Emotional Distress and Treatment Adherence in Type 2 Diabetes. Diabetes Care 2016; 39:2182-2189. [PMID: 27797932 PMCID: PMC5127225 DOI: 10.2337/dc16-1657] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 09/16/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We conducted comprehensive assessments of emotional distress to examine relations with diabetes medication adherence over time. RESEARCH DESIGN AND METHODS Ethnically and socioeconomically diverse adults treated for type 2 diabetes completed validated self-reports (SRs) for diabetes distress and depression, were administered semistructured depression interviews, and provided blood samples for A1C. Medication adherence among 104 participants was electronically monitored (EM) over the subsequent 3 months; validated SRs of medication adherence were also obtained. Hierarchical linear regression evaluated independent effects of diabetes distress and depression on adherence. RESULTS Mean ± SD 3-month medication adherence was 76.1% ± 25.7% for EM and 83.7% ± 21.9% for SR. Higher levels of SR (P < 0.001) and interview-based (P < 0.05) depressive symptom severity (P < 0.05) and diabetes-related distress (P < 0.01) showed a significant bivariate association with EM and SR nonadherence. Regression models showed baseline diabetes distress was a significant independent predictor of EM (β = -0.29; P = 0.001) and SR adherence (β = -0.24; P < 0.02) at follow-up. SR depression was an independent predictor of EM and SR adherence and reduced the effects of diabetes distress to nonsignificance. Subsequent models indicated this effect was driven by somatic rather than cognitive-affective symptoms of depression. Results were consistent but weaker for interview-based depressive symptoms. CONCLUSIONS Findings support diabetes-related distress and depression symptom severity as risk factors for type 2 diabetes medication nonadherence. Somatic symptoms captured by depression measures, but not cognitive-affective symptoms, independently predict nonadherence and should be further investigated as a potential link between emotional distress and nonadherence.
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Affiliation(s)
- Jeffrey S Gonzalez
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY .,Departments of Medicine (Endocrinology) and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY
| | - Naomi S Kane
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
| | - Deborah H Binko
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
| | - Amit Shapira
- Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, NY
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Vrany EA, Berntson JM, Khambaty T, Stewart JC. Depressive Symptoms Clusters and Insulin Resistance: Race/Ethnicity as a Moderator in 2005-2010 NHANES Data. Ann Behav Med 2016; 50:1-11. [PMID: 26318593 DOI: 10.1007/s12160-015-9725-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Although depression has been linked to insulin resistance, few studies have examined depressive symptom clusters. PURPOSE We examined whether certain depressive symptom clusters are more strongly associated with insulin resistance in a nationally representative sample, and we evaluated potential moderators and mediators. METHODS Respondents were 4487 adults from NHANES 2005-2010. Depressive symptoms were measured with the Patient Health Questionnaire-9 (PHQ-9), and insulin resistance was indexed by the homeostatic model assessment (HOMA) score. RESULTS Positive relationships between PHQ-9 total, somatic, and cognitive-affective scores and HOMA score were detected (ps <0.001). In a simultaneous model, the somatic (p = 0.017), but not the cognitive-affective (p = 0.071), score remained associated with HOMA score. We observed evidence of (a) moderation by race/ethnicity (relationships stronger in non-Hispanic Whites) and (b) mediation by body mass and inflammation. CONCLUSIONS The depressive symptoms-insulin resistance link may be strongest among non-Hispanic Whites and may be driven slightly more by the somatic symptoms.
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Affiliation(s)
- Elizabeth A Vrany
- Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, LD 100E, Indianapolis, IN, 46202, USA
| | - Jessica M Berntson
- Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, LD 100E, Indianapolis, IN, 46202, USA
| | - Tasneem Khambaty
- Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, LD 100E, Indianapolis, IN, 46202, USA
| | - Jesse C Stewart
- Department of Psychology, Indiana University-Purdue University Indianapolis, 402 North Blackford Street, LD 100E, Indianapolis, IN, 46202, USA.
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Tennyson RL, Kemp CG, Rao D. Challenges and strategies for implementing mental health measurement for research in low-resource settings. Int Health 2016; 8:374-380. [PMID: 27799289 DOI: 10.1093/inthealth/ihw043] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Revised: 07/20/2016] [Accepted: 07/29/2016] [Indexed: 11/13/2022] Open
Abstract
The gap between need and access to mental health care is widest in low-resource settings. Health systems in these contexts devote few resources to expanding mental health care, and it is missing from the agenda of most global health donors. This is partially explained by the paucity of data regarding the nature and extent of the mental health burden in these settings, so accurate and comparable measurement is essential to advocating for, developing, and implementing appropriate policies and services. Inaccurate estimation of mental illness prevalence, and misunderstandings regarding its etiologies and expressions, are associated with unnecessary costs to health systems and people living with mental illness. This paper presents a selective literature review of the challenges associated with mental health measurement in these settings globally, presents several case studies, and suggests three strategies for researchers to improve their assessments: utilize qualitative data, conduct cognitive interviews and train research teams with a focus on inter-rater reliability. These three strategies presented, added to the complement of tools used by mental health researchers in low-resource settings, will enable more researchers to conduct culturally valid work, improve the quality of data available, and assist in narrowing the treatment gap.
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Affiliation(s)
- Robert L Tennyson
- Department of Anthropology, University of Washington, Seattle, WA, USA .,Center for Studies in Demography and Ecology, University of Washington, Seattle, WA, USA
| | | | - Deepa Rao
- Department of Global Health, University of Washington, Seattle, WA, USA.,Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
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Moulton CD, Costafreda SG, Horton P, Ismail K, Fu CHY. Meta-analyses of structural regional cerebral effects in type 1 and type 2 diabetes. Brain Imaging Behav 2016; 9:651-62. [PMID: 25563229 DOI: 10.1007/s11682-014-9348-2] [Citation(s) in RCA: 103] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Diabetes is associated with macrovascular and microvascular complications and is a major risk factor for neurological and psychiatric disorders, such as dementia and depression. Type 1 diabetes (T1DM) and type 2 diabetes (T2DM) have distinct etiologies and pathophysiological effects while sharing a common endpoint of persistent hyperglycemia. Neuroimaging studies in T1DM have revealed reductions in numerous regions, including the parahippocampal and occipital regions, while in T2DM there have been numerous reports of hippocampal atrophy. This meta-analysis aimed to identify consistent regional abnormalities in cerebral structures in T1DM and T2DM respectively, and also to examine the impact of potential confounds, including age, depression and vascular risk factors. Neuroimaging studies of both voxel-based morphometry (VBM) data and volumetric data were included. Ten T1DM studies (n = 613 patients) and 23 T2DM studies (n = 1364 patients) fulfilled inclusion criteria. The T1DM meta-analysis revealed reduced bilateral thalamus grey matter density in adults. The T2DM meta-analysis revealed reduced global brain volume and regional atrophy in the hippocampi, basal ganglia, and orbitofrontal and occipital lobes. Moreover, hippocampal atrophy in T2DM was not modified by hypertension, although there were more marked reductions in younger patients relative to healthy controls. In conclusion, T1DM and T2DM demonstrated distinct cerebral effects with generalised and specific target areas of grey matter reduction. Thalamic atrophy in T1DM may be a substrate of associated cognitive deficits. In T2DM, global cerebral atrophy may reflect atherosclerotic factors, while hippocampal atrophy was an independent effect providing a potential common neuropathological etiology for the comorbidity of T2DM with dementia and depression.
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Affiliation(s)
- Calum D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK.
| | - Sergi G Costafreda
- Division of Psychiatry, Faculty of Brain Sciences, University College London, London, UK
| | - Paul Horton
- Department of Old Age Psychiatry, Institute of Psychiatry, King's College London, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK
| | - Cynthia H Y Fu
- School of Psychology, University of East London, London, UK
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Moulton CD, Stewart R, Amiel SA, Laake JP, Ismail K. Factors associated with cognitive impairment in patients with newly diagnosed type 2 diabetes: a cross-sectional study. Aging Ment Health 2016; 20:840-7. [PMID: 25959123 DOI: 10.1080/13607863.2015.1040723] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
OBJECTIVES Type 2 diabetes (T2DM) is strongly associated with cognitive impairment but the factors within T2DM that predispose to cognitive impairment are less well understood, while previous studies have investigated samples with T2DM of widely varying duration. We aimed to investigate the factors associated with cognitive impairment in patients with newly diagnosed T2DM. METHOD In a multi-ethnic sample with T2DM diagnosed in the last 6 months, we assessed cognitive function using the 13-item modified telephone interview for cognitive status (TICS-M). Cognitive function was assessed both categorically (impairment defined as lowest 10% of scores with the remainder as controls) and as continuous TICS-M score. Its associations were tested in univariate and multivariate analyses with a range of biological, psychological and sociodemographic factors. RESULTS Of 1790 participants, 1680 had a complete TICS-M assessment at baseline. After controlling for covariates, older age (p < 0.001) and lower verbal intelligence (p < 0.001) were associated with both cognitive impairment and lower TICS-M scores, while non-white ethnicity (p < 0.001), female gender (p = 0.02) and higher HbA1c (p = 0.002) were associated with lower TICS-M scores. Depression (defined as Patient Health Questionnaire-9 score ≥10), elevated inflammatory markers and body mass index were not associated with cognitive function after controlling for covariates. CONCLUSION Age, verbal intelligence, female gender and HbA1c are associated with cognitive performance in T2DM soon after diagnosis. Previously reported associations with depression and inflammatory markers may occur later as causes or consequences of T2DM. Longitudinal analyses are needed to assess potentially modifiable factors predicting cognitive decline in early T2DM.
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Affiliation(s)
- Calum D Moulton
- a Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience , King's College London , London , UK
| | - Robert Stewart
- a Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience , King's College London , London , UK
| | - Stephanie A Amiel
- b Diabetes and Nutritional Sciences Division, School of Medicine , King's College London , London , UK
| | - Jean-Pierre Laake
- a Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience , King's College London , London , UK
| | - Khalida Ismail
- a Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience , King's College London , London , UK
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Moulton CD, Pickup JC, Amiel SA, Winkley K, Ismail K. Investigating incretin-based therapies as a novel treatment for depression in type 2 diabetes: Findings from the South London Diabetes (SOUL-D) Study. Prim Care Diabetes 2016; 10:156-159. [PMID: 26137918 DOI: 10.1016/j.pcd.2015.06.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 06/07/2015] [Accepted: 06/08/2015] [Indexed: 12/20/2022]
Abstract
We aimed to investigate the association between incretin-based therapies and 1-year change in depressive symptoms in a cohort of 1735 patients with newly diagnosed type 2 diabetes. The incretin group experienced significant reduction in depressive symptoms compared to controls. This was independent of HbA1c and may be mediated by an anti-inflammatory mechanism.
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Affiliation(s)
- C D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - J C Pickup
- Diabetes and Nutritional Sciences Division, King's College London, London, UK
| | - S A Amiel
- Diabetes and Nutritional Sciences Division, King's College London, London, UK
| | - K Winkley
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - K Ismail
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Gregory JM, Rosenblat JD, McIntyre RS. Deconstructing Diabetes and Depression: Clinical Context, Treatment Strategies, and New Directions. FOCUS: JOURNAL OF LIFE LONG LEARNING IN PSYCHIATRY 2016; 14:184-193. [PMID: 31975802 DOI: 10.1176/appi.focus.20150040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Depression and diabetes are common, chronic, and frequently comorbid diseases that contribute substantially to global disability and mortality. Their relationship is bidirectional: depression increases the risk of developing type 2 diabetes mellitus (T2DM), and diabetes increases the risk of depression. Unhealthy lifestyles and poor self-care by patients with depression contribute to the increased T2DM risk. The psychosocial burden of a diabetes diagnosis and its eventual complications predispose diabetic patients to depressive symptoms. Neuroendocrine alterations and inflammation may underlie the increased risk of T2DM in depression but are also proposed as common causative factors for both illnesses. Screening for depression is essential in T2DM, and vice versa. Selective serotonin reuptake inhibitors effectively treat depression of patients with diabetes and positively influence glycemic control. Psychological interventions are effective for depressive symptoms, but their effect on glycemic control varies. Novel depression interventions targeting inflammation or insulin resistance underscore the common biological underpinnings of mood and metabolism.
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Affiliation(s)
- Jonathan M Gregory
- Dr. Gregory is with the Department of Psychiatry, Western University, London, Ontario, Canada. Dr. Rosenblat and Dr. McIntyre are with the Department of Pharmacology and the Mood Disorder Psychopharmacology Unit, University Health Network, and the Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada. Send correspondence to Dr. McIntyre (e-mail: )
| | - Joshua D Rosenblat
- Dr. Gregory is with the Department of Psychiatry, Western University, London, Ontario, Canada. Dr. Rosenblat and Dr. McIntyre are with the Department of Pharmacology and the Mood Disorder Psychopharmacology Unit, University Health Network, and the Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada. Send correspondence to Dr. McIntyre (e-mail: )
| | - Roger S McIntyre
- Dr. Gregory is with the Department of Psychiatry, Western University, London, Ontario, Canada. Dr. Rosenblat and Dr. McIntyre are with the Department of Pharmacology and the Mood Disorder Psychopharmacology Unit, University Health Network, and the Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada. Send correspondence to Dr. McIntyre (e-mail: )
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Elucidating the Biological Mechanisms Linking Depressive Symptoms With Type 2 Diabetes in Men: The Longitudinal Effects of Inflammation, Microvascular Dysfunction, and Testosterone. Psychosom Med 2016; 78:221-32. [PMID: 26575859 DOI: 10.1097/psy.0000000000000263] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE This prospective cohort study sought to examine key biological measures linking depressive symptoms with Type 2 diabetes, specifically inflammation, microvascular dysfunction, and androgens. METHODS A cohort of 688 men without diabetes who were 35 years or older were followed up for 5 years. Venous interleukin-6, high-sensitivity C-reactive protein, sE-selectin, endogenous total testosterone, fasting glucose, and glycated hemoglobin (HbA1c) were quantified at baseline and 5 years later. Depressive symptoms were assessed using the Beck Depression Inventory-I, and men were categorized into persistent, remitted, incident, and nondepressed groups (reference). Logistic regression was used to determine odds ratios (ORs) for diabetes adjusted for propensity score calculated from 18 established risk factors. RESULTS Diabetes developed in 112 men (16.3% of sample). Persistent depressive symptoms were associated with diabetes (adjusted OR = 2.45, 95% confidence interval [CI] = 1.16-5.20, p = .019). Baseline testosterone (OR = 0.43, 95% CI = 0.22-0.81, p = .01) and follow-up testosterone (OR = 0.51, 95% CI = 0.31-0.84, p = .008) were inversely associated with Type 2 diabetes. Annualized HbA1c was positively associated with annualized change in cognitive Beck Depression Inventory symptoms (β = 0.14, p = .001) and inversely associated with annualized change in testosterone (β = -0.10, p = .014). Annualized change in fasting glucose was associated with sE-selectin (β = 0.12, p < .001) and somatic depressive symptoms (β = -0.12, p = .002). CONCLUSIONS The findings suggest that lower endogenous total testosterone levels and persistent depressive symptoms were associated with Type 2 diabetes risk and HbA1c in men over a 5-year period.
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Winkley K, Stahl D, Chamley M, Stopford R, Boughdady M, Thomas S, Amiel SA, Forbes A, Ismail K. Low attendance at structured education for people with newly diagnosed type 2 diabetes: General practice characteristics and individual patient factors predict uptake. PATIENT EDUCATION AND COUNSELING 2016; 99:101-7. [PMID: 26319362 DOI: 10.1016/j.pec.2015.08.015] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 08/10/2015] [Accepted: 08/11/2015] [Indexed: 05/23/2023]
Abstract
OBJECTIVE The aims were to determine the association between individual and neighbourhood factors and attendance at structured education amongst people with newly diagnosed type 2 diabetes (T2DM). METHODS Multi-level analysis of questionnaire data from a prospective cohort of adults newly diagnosed T2DM. Setting was primary care, London, UK. Main outcome was attendance at structured education within 2 years. RESULTS Of 1790 people recruited, attendance data were available for 1626 (91%). Only 22.4% (n=365/1626) attended education. Attendance was independently associated with female gender (OR 1.28, 95% CI 1.05-1.46), lower HbA1c (OR 0.98 mmol/mol 95% CI 0.97-0.99) and non-smoker status (OR 1.36, 95% CI 1.07-1.55). General practice covariates, achievement of primary care targets for glycaemic control (OR 1.05, 95% C.I. 1.01-1.08) and recording of retinal screening (OR 0.96, 95% C.I. 0.93-0.99) were independently associated with attendance but unexplained general practice clustering accounted for 17% of the variance. CONCLUSION Education uptake is low amongst people with new onset T2DM. Attenders are more likely to be female, non-smokers with better HbA1c. General practices achieving glycaemic targets are more likely to have patients who attend education. PRACTICE IMPLICATIONS Strategies are needed to improve attendance at structured diabetes education particularly amongst hard to reach groups.
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Affiliation(s)
- Kirsty Winkley
- Dept of Psychological Medicine, King's College London & Institute of Psychiatry, Psychology & Neuroscience, London, UK.
| | - Daniel Stahl
- Dept of Biostatistics, King's College London & Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - Mark Chamley
- Lambeth Diabetes Clinical Lead, Crown Dale Medical Centre, Lambeth, London, UK
| | - Rosanna Stopford
- Dept of Psychological Medicine, King's College London & Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - Monica Boughdady
- Dept of Diabetes & Nutrition, King's College London & School of Medicine, London, UK
| | - Stephen Thomas
- Dept of Diabetes & Endocrinology, Guy's & St Thomas' NHS Foundation Trust, London, UK
| | - Stephanie A Amiel
- Dept of Diabetes & Nutrition, King's College London & School of Medicine, London, UK
| | - Angus Forbes
- Dept of Primary and Intermediate Care, King's College London & Nightingale School of Nursing & Midwifery, London, UK
| | - Khalida Ismail
- Dept of Psychological Medicine, King's College London & Institute of Psychiatry, Psychology & Neuroscience, London, UK
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Petrak F, Baumeister H, Skinner TC, Brown A, Holt RIG. Depression and diabetes: treatment and health-care delivery. Lancet Diabetes Endocrinol 2015; 3:472-485. [PMID: 25995125 DOI: 10.1016/s2213-8587(15)00045-5] [Citation(s) in RCA: 105] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2014] [Accepted: 03/05/2015] [Indexed: 12/12/2022]
Abstract
Despite research efforts in the past 20 years, scientific evidence about screening and treatment for depression in diabetes remains incomplete and is mostly focused on North American and European health-care systems. Validated instruments to detect depression in diabetes, although widely available, only become effective and thus recommended if subsequent treatment pathways are accessible, which is often not the case. Because of the well known adverse effects of the interaction between depression and diabetes, treatment goals should focus on the remission or improvement of depression as well as improvement in glycaemic control as a marker for subsequent diabetes outcome. Scientific evidence evaluating treatment for depression in type 1 and type 2 diabetes shows that depression can be treated with moderate success by various psychological and pharmacological interventions, which are often implemented through collaborative care and stepped-care approaches. The evidence for improved glycaemic control in the treatment of depression by use of selective serotonin reuptake inhibitors or psychological approaches is conflicting; only some analyses show small to moderate improvements in glycaemic control. More research is needed to evaluate treatment of different depression subtypes in people with diabetes, the cost-effectiveness of treatments, the use of health-care resources, the need to account for cultural differences and different health-care systems, and new treatment and prevention approaches.
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Affiliation(s)
- Frank Petrak
- Department of Psychosomatic Medicine and Psychotherapy, LWL-University Clinic Bochum, Ruhr-University Bochum and Centre for Psychotherapy Wiesbaden, Wiesbaden Germany.
| | - Harald Baumeister
- Department of Rehabilitation Psychology and Psychotherapy, Institute of Psychology and Medical Psychology and Medical Sociology, Medical Faculty, University of Freiburg, Freiburg, Germany
| | - Timothy C Skinner
- School of Psychological and Clinical Sciences, Charles Darwin University, Darwin, Australia
| | - Alex Brown
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
| | - Richard I G Holt
- Human Development and Health Academic Unit, Faculty of Medicine, University of Southampton, Southampton, UK
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Moulton CD, Pickup JC, Ismail K. The link between depression and diabetes: the search for shared mechanisms. Lancet Diabetes Endocrinol 2015; 3:461-471. [PMID: 25995124 DOI: 10.1016/s2213-8587(15)00134-5] [Citation(s) in RCA: 365] [Impact Index Per Article: 40.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 01/23/2015] [Accepted: 01/27/2015] [Indexed: 02/07/2023]
Abstract
Depression is twice as common in people with type 1 or type 2 diabetes as in the general population, and is associated with poor outcomes. Evidence is growing that depression and type 2 diabetes share biological origins, particularly overactivation of innate immunity leading to a cytokine-mediated inflammatory response, and potentially through dysregulation of the hypothalamic-pituitary-adrenal axis. Throughout the life course, these pathways can lead to insulin resistance, cardiovascular disease, depression, increased risk of type 2 diabetes, and increased mortality. Proinflammatory cytokines might directly affect the brain, causing depressive symptoms. In type 1 diabetes, mediators of depression are not well studied, with research hindered by inconsistent definitions of depression and scarcity of observational, mechanistic, and interventional research along the life course. Despite few studies, evidence suggests that familial relationships and burden of a lifelong disorder with an onset early in personality development might contribute to increased vulnerability to depression. Overall, longitudinal research is needed to identify risk factors and mechanisms for depression in patients with diabetes, particularly early in the life course. Ultimately, improved understanding of shared origins of depression and diabetes could provide the potential to treat and improve outcomes of both disorders simultaneously. These shared origins are targets for primary prevention of type 2 diabetes.
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Affiliation(s)
- Calum D Moulton
- Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK.
| | - John C Pickup
- Diabetes and Nutritional Sciences Division, King's College London, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, UK
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Lower PHQ-9 cutpoint accurately diagnosed depression in people with long-term conditions attending the Accident and Emergency Department. J Affect Disord 2015; 176:155-63. [PMID: 25721612 DOI: 10.1016/j.jad.2015.01.062] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2014] [Revised: 01/30/2015] [Accepted: 01/30/2015] [Indexed: 10/24/2022]
Abstract
BACKGROUND Major Depressive Disorder (MDD) is frequent in the Accident and Emergency Department (AED) but is often unrecognized. We aimed to assess the prevalence of MDD and determine the psychometric properties of the PHQ-9 in diagnosing MDD in patients with long-term medical conditions attending an AED. METHODS The PHQ-9 was administered to 349 patients with diabetes, COPD and chronic inflammatory rheumatic diseases, mainly rheumatoid arthritis and spondyloarthropathies, visiting an AED. The MINI interview was used as the criterion standard for MDD. Receiver operator characteristic (ROC) curve analysis was performed to determine the optimal PHQ-9 cutpoint for MDD. Construct validators included psychological distress (SCL-90-R), illness perceptions (B-IPQ) and Health-Related Quality of Life (WHOQOL-BREF). RESULTS The prevalence of MDD was 27.2%. At an optimal cutpoint of 8, PHQ-9 had a sensitivity of 90.5% and specificity of 89.4%. The area under the curve (0.96) was excellent. Convergent validity was established by the strong associations between PHQ-9 scores and functional status, SCL-90-R depression, illness perceptions and AED visits during the previous year. LIMITATIONS The sample consisted of multiple rather a single disease group, preventing us from accounting for illness severity using specific disease severity indices. CONCLUSION MDD is frequent in patients with long-term medical conditions attending the AED and the PHQ-9, at a cutpoint of 8, is an accurate, reliable and valid measure for MDD screening in this patient population.
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Mayberry LS, Egede LE, Wagner JA, Osborn CY. Stress, depression and medication nonadherence in diabetes: test of the exacerbating and buffering effects of family support. J Behav Med 2014; 38:363-71. [PMID: 25420694 DOI: 10.1007/s10865-014-9611-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2014] [Accepted: 11/12/2014] [Indexed: 11/29/2022]
Abstract
Stressors and depressive symptoms have been associated with medication nonadherence among adults with type 2 diabetes (T2DM). We tested whether these associations were exacerbated by obstructive family behaviors or buffered by supportive family behaviors in a sample of 192 adults with T2DM and low socioeconomic status using unadjusted and adjusted regression models. We found support for the exacerbating hypothesis. Stressors and nonadherence were only associated at higher levels of obstructive family behaviors (interaction AOR = 1.12, p = .002). Similarly, depressive symptoms and nonadherence were only associated at higher levels of obstructive family behaviors (interaction AOR = 3.31, p = .002). When participants reported few obstructive family behaviors, neither stressors nor depressive symptoms were associated with nonadherence. We did not find support for the buffering hypothesis; stressors and depressive symptoms were associated with nonadherence regardless of supportive family behaviors. Nonadherent patients experiencing stressors and/or major depressive symptoms may benefit from interventions that reduce obstructive family behaviors.
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Laake JPS, Stahl D, Amiel SA, Petrak F, Sherwood RA, Pickup JC, Ismail K. The association between depressive symptoms and systemic inflammation in people with type 2 diabetes: findings from the South London Diabetes Study. Diabetes Care 2014; 37:2186-92. [PMID: 24842983 DOI: 10.2337/dc13-2522] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The prevalence of depression and depressive symptoms is increased twofold in people with type 2 diabetes compared with the general population and is associated with worse biomedical outcomes and increased mortality. Type 2 diabetes, cardiovascular disease, and depression in nondiabetes subjects are independently associated with raised concentrations of circulating inflammatory markers, but it is not known if a similar association is observed in type 2 diabetes. We tested the hypothesis that higher depressive symptom scores in newly diagnosed type 2 diabetes patients were associated with higher concentrations of inflammatory markers. RESEARCH DESIGN AND METHODS Depressive symptoms in adults with newly diagnosed type 2 diabetes recruited from primary care were assessed using the Patient Health Questionnaire-9. Twelve markers of inflammation (C-reactive protein [hs-CRP], interleukin-4 [IL-4], IL-6, IL-10, vascular endothelial growth factor [VEGF], tumor necrosis factor-α [TNF-α], IL-1β, IL-1 receptor antagonist [IL-1RA], monocyte chemotactic protein-1 [MCP-1], white blood cell count [WBC], adiponectin, and triglyceride [TG]) were measured. Covariates included sociodemographic factors, adiposity, macrovascular disease, HbA1c, and prescribed medication. The association between each inflammatory marker and depressive symptom score was estimated by multiple linear regression. RESULTS The baseline cohort consisted of 1,790 participants. After adjusting for covariates, CRP (B = 0.13, P < 0.001), IL-1β (B = 0.06, P = 0.047), IL-1RA (B = 0.13, P < 0.001), MCP-1 (B = 0.11, P = 0.001), WBC (B = 0.13, P < 0.001), and TG (B = 0.10, P < 0.001) were associated with depressive symptoms. CONCLUSIONS Increased inflammation may be involved in the pathogenesis of depressive symptoms in type 2 diabetes and contribute to the increased risk of complications and mortality in this group.
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Affiliation(s)
- Jean-Pierre S Laake
- Department of Psychological Medicine, King's College London, Institute of Psychiatry, London, U.K
| | - Daniel Stahl
- Department of Biostatistics, King's College London, Institute of Psychiatry, London, U.K
| | - Stephanie A Amiel
- Division of Diabetes and Nutritional Sciences, King's College London School of Medicine, London, U.K
| | - Frank Petrak
- Department of Psychosomatic Medicine and Psychotherapy, LWL University Hospital, Ruhr-University Bochum, Bochum, Germany
| | - Roy A Sherwood
- Department of Clinical Biochemistry, King's College Hospital, London, U.K
| | - John C Pickup
- Division of Diabetes and Nutritional Sciences, King's College London School of Medicine, London, U.K
| | - Khalida Ismail
- Department of Psychological Medicine, King's College London, Institute of Psychiatry, London, U.K.
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Fisher L, Gonzalez JS, Polonsky WH. The confusing tale of depression and distress in patients with diabetes: a call for greater clarity and precision. Diabet Med 2014; 31:764-72. [PMID: 24606397 PMCID: PMC4065190 DOI: 10.1111/dme.12428] [Citation(s) in RCA: 274] [Impact Index Per Article: 27.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Revised: 12/20/2013] [Accepted: 03/04/2014] [Indexed: 01/05/2023]
Abstract
Studies have identified significant linkages between depression and diabetes, with depression associated with poor self-management behaviour, poor clinical outcomes and high rates of mortality. However, findings are not consistent across studies, yielding confusing and contradictory results about these relationships. We suggest that there has been a failure to define and measure 'depression' in a consistent manner. Because the diagnosis of depression is symptom-based only, without reference to source or content, the context of diabetes is not considered when addressing the emotional distress experienced by individuals struggling with diabetes. To reduce this confusion, we suggest that an underlying construct of 'emotional distress' be considered as a core construct to link diabetes-related distress, subclinical depression, elevated depression symptoms and major depressive disorder (MDD). We view emotional distress as a single, continuous dimension that has two primary characteristics: content and severity; that the primary content of emotional distress among these individuals include diabetes and its management, other life stresses and other contributors; and that both the content and severity of distress be addressed directly in clinical care. We suggest further that all patients, even those whose emotional distress rises to the level of MDD or anxiety disorders, can benefit from consideration of the content of distress to direct care effectively, and we suggest strategies for integrating the emotional side of diabetes into regular diabetes care. This approach can reduce confusion between depression and distress so that appropriate and targeted patient-centred interventions can occur.
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Affiliation(s)
- L Fisher
- University of California, San Francisco, San Francisco, CA
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Trief PM, Xing D, Foster NC, Maahs DM, Kittelsrud JM, Olson BA, Young LA, Peters AL, Bergenstal RM, Miller KM, Beck RW, Weinstock RS. Depression in adults in the T1D Exchange Clinic Registry. Diabetes Care 2014; 37:1563-72. [PMID: 24855157 DOI: 10.2337/dc13-1867] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Little is known about the frequency of depression in adults with type 1 diabetes (T1D) or its relationship to diabetes outcomes. The T1D Exchange clinic registry allowed us to explore depression in a large, heterogeneous sample. RESEARCH DESIGN AND METHODS Participants ≥18 years old (N = 6,172; median age 34 years; median diabetes duration 16 years; 55% female; and 89% non-Hispanic white) completed the eight-item Patient Health Questionnaire (PHQ-8), a validated, reliable measure of current depression. Probable major depression was defined in four ways: PHQ-8 ≥10, PHQ-8 ≥12, per diagnostic algorithm, and as a continuous variable. Characteristics and clinical outcomes of those with and without depression were compared using logistic and linear regression models. RESULTS A total of 4.6-10.3% of participants were classified as probable major depression depending on how defined. Participants classified as depressed were more likely female, nonwhite race/ethnicity, to have a lower household income and lower education level, to exercise less often, to miss insulin doses, and to have one or more complications (neuropathy, nephropathy, treatment for retinopathy, or cardiovascular/cerebrovascular disease) (all P < 0.01). HbA1c was higher in the depressed versus not depressed groups (8.4 ± 1.7% [68 ± 8.6 mmol/mol] vs. 7.8 ± 1.4% [62 ± 15.3 mmol/mol]; P < 0.001). Occurrence of one or more diabetic ketoacidosis events (11 vs. 4%; P < 0.001) and one or more severe hypoglycemic events (18 vs. 9%; P < 0.001) in the past 3 months was higher among depressed participants. CONCLUSIONS In the T1D Exchange clinic registry, adults with probable major depression have worse clinical outcomes than those not depressed. Whether identification and treatment of depression improves diabetes outcomes requires study. Depression is common in T1D, and better identification and treatment of this comorbid condition is needed.
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Affiliation(s)
- Paula M Trief
- Endocrinology, Diabetes, and Metabolism, Department of Medicine, State University of New York Upstate Medical University, Syracuse, NY
| | | | | | - David M Maahs
- Barbara Davis Center for Childhood Diabetes, Aurora, CO
| | | | - Beth A Olson
- Park Nicollet International Diabetes Center, Minneapolis, MN
| | - Laura A Young
- Diabetes Center for Research, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | | | - Roy W Beck
- Jaeb Center for Health Research, Tampa, FL
| | - Ruth S Weinstock
- Endocrinology, Diabetes, and Metabolism, Department of Medicine, State University of New York Upstate Medical University, Syracuse, NY
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Chapman Z, Shuttleworth CMJ, Huber JW. High levels of anxiety and depression in diabetic patients with Charcot foot. J Foot Ankle Res 2014; 7:22. [PMID: 24650435 PMCID: PMC3999891 DOI: 10.1186/1757-1146-7-22] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2013] [Accepted: 02/19/2014] [Indexed: 11/10/2022] Open
Abstract
Background/aims Charcot foot is a rare but devastating complication of diabetes. Little research is available on the mental health impact of Charcot foot. Aim of the study is to assess mental health in diabetes patients with Charcot foot and to investigate the moderating effects of socio-demographic factors. The severity of the problem will be statistically evaluated with the help of a reference data set. Methods Cross-sectional questionnaire data using the Hospital Anxiety and Depression Scale (HADS) and demographic background were collected from 50 patients with diabetes and Charcot complications (males 62%; mean age 62.2 ± 8.5 years). Statistical comparisons with a large data set of general diabetes patients acting as a point of reference were carried out. Results Anxiety and depression levels were high, (anxiety and depression scores 6.4 ± 4 and 6.3 ± 3.6 respectively). Females reported more severe anxiety and depression. Ethnic minorities and patients out of work reported more severe anxiety. Comparisons with published HADS data indicate that diabetes patients with Charcot foot experience more serious levels of anxiety and depression. Conclusions The high levels of mental health problems which were found in this study in diabetes patients with Charcot foot require recognition by researchers and clinicians. The findings imply the need to screen for mental health problems in diabetes patients with Charcot foot.
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Affiliation(s)
- Zahra Chapman
- Department of Foot Health, Mile End Hospital, Barts and London Trust, Bancroft Road, London E1 4DG, UK
| | | | - Jörg Wolfgang Huber
- Centre for Health & Wellbeing Research, University of Northampton, Northampton, UK, now Centre for Health Research, University of Brighton, Falmer, Brighton BN1 9PH, UK
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